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darkc0de/JAX-XORTRON

hf darkc0de/JAX-XORTRON 2 sources, 4 claims · Watch

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Property	Source	Said	Means here
Author author not compared	GGUF quantisations	mradermacher receipt Source GGUF quantisations Its words `mradermacher` Read by `field:author` Said since 2026-09-29 09:50 UTC Last answered 2026-10-02 12:01 UTC Original open at the source What the source handed over { "_id": "6a9815bec38ab23988c74905", "author": "mradermacher", "cardData": { "base_model": "darkc0de/JAX-XORTRON", "datasets": [ "darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT" ], "language": [ "en" ], "library_name": "transformers", "license": "cc-by-nc-nd-4.0", "mradermacher": { "readme_rev": 1 }, "quantized_by": "mradermacher", "tags": [ "text-generation-inference", "transformers", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental" ] }, "createdAt": "2026-09-02T12:25:34.000Z", "downloads": 2016, "gated": false, "id": "mradermacher/JAX-XORTRON-i1-GGUF", "lastModified": "2026-09-02T14:46:50.000Z", "library_name": "transformers", "likes": 0, "modelId": "mradermacher/JAX-XORTRON-i1-GGUF", "private": false, "sha": "32fc67fa9451b4af7cab4ce32a22802cda6cfd66", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "JAX-XORTRON.i1-IQ3_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-IQ3_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-IQ4_XS.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q2_K.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_L.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_0.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_1.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q5_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q5_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q6_K.gguf" }, { "rfilename": "JAX-XORTRON.imatrix.gguf" }, { "rfilename": "README.md" } ], "tags": [ "transformers", "gguf", "text-generation-inference", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental", "en", "dataset:darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT", "base_model:darkc0de/JAX-XORTRON", "base_model:quantized:darkc0de/JAX-XORTRON", "license:cc-by-nc-nd-4.0", "endpoints_compatible", "region:us", "imatrix", "conversational" ] }	—
Author author not compared	Hugging Face models	darkc0de receipt Source Hugging Face models Last answered 2026-10-02 12:06 UTC Original open at the source This source has not kept a receipt for this claim yet. The next update that reads it will.	—
Base base	GGUF quantisations	darkc0de/JAX-XORTRON receipt Source GGUF quantisations Its words `darkc0de/JAX-XORTRON` Read by `field:cardData.base_model[]` Said since 2026-09-29 09:50 UTC Last answered 2026-10-02 12:01 UTC Original open at the source What the source handed over { "_id": "6a9815bec38ab23988c74905", "author": "mradermacher", "cardData": { "base_model": "darkc0de/JAX-XORTRON", "datasets": [ "darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT" ], "language": [ "en" ], "library_name": "transformers", "license": "cc-by-nc-nd-4.0", "mradermacher": { "readme_rev": 1 }, "quantized_by": "mradermacher", "tags": [ "text-generation-inference", "transformers", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental" ] }, "createdAt": "2026-09-02T12:25:34.000Z", "downloads": 2016, "gated": false, "id": "mradermacher/JAX-XORTRON-i1-GGUF", "lastModified": "2026-09-02T14:46:50.000Z", "library_name": "transformers", "likes": 0, "modelId": "mradermacher/JAX-XORTRON-i1-GGUF", "private": false, "sha": "32fc67fa9451b4af7cab4ce32a22802cda6cfd66", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "JAX-XORTRON.i1-IQ3_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-IQ3_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-IQ4_XS.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q2_K.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_L.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_0.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_1.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q5_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q5_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q6_K.gguf" }, { "rfilename": "JAX-XORTRON.imatrix.gguf" }, { "rfilename": "README.md" } ], "tags": [ "transformers", "gguf", "text-generation-inference", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental", "en", "dataset:darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT", "base_model:darkc0de/JAX-XORTRON", "base_model:quantized:darkc0de/JAX-XORTRON", "license:cc-by-nc-nd-4.0", "endpoints_compatible", "region:us", "imatrix", "conversational" ] }	—
Downloads downloads not compared	GGUF quantisations	1231 receipt Source GGUF quantisations Its words `1231` Read by `field:downloads` Said since 2026-09-29 09:50 UTC Last answered 2026-10-02 12:01 UTC Original open at the source What the source handed over { "_id": "6a980a60ad2ff773b435cea4", "author": "mradermacher", "cardData": { "base_model": "darkc0de/JAX-XORTRON", "datasets": [ "darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT" ], "language": [ "en" ], "library_name": "transformers", "license": "cc-by-nc-nd-4.0", "mradermacher": { "readme_rev": 1 }, "quantized_by": "mradermacher", "tags": [ "text-generation-inference", "transformers", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental" ] }, "createdAt": "2026-09-02T11:37:04.000Z", "downloads": 1231, "gated": false, "id": "mradermacher/JAX-XORTRON-GGUF", "lastModified": "2026-09-02T13:19:03.000Z", "library_name": "transformers", "likes": 0, "modelId": "mradermacher/JAX-XORTRON-GGUF", "private": false, "sha": "0e7b5c3a0adb981b063f71a2e8ffe790268a37ed", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "JAX-XORTRON.IQ4_XS.gguf" }, { "rfilename": "JAX-XORTRON.Q2_K.gguf" }, { "rfilename": "JAX-XORTRON.Q3_K_L.gguf" }, { "rfilename": "JAX-XORTRON.Q3_K_M.gguf" }, { "rfilename": "JAX-XORTRON.Q3_K_S.gguf" }, { "rfilename": "JAX-XORTRON.Q4_K_M.gguf" }, { "rfilename": "JAX-XORTRON.Q4_K_S.gguf" }, { "rfilename": "JAX-XORTRON.Q5_K_M.gguf" }, { "rfilename": "JAX-XORTRON.Q5_K_S.gguf" }, { "rfilename": "JAX-XORTRON.Q6_K.gguf" }, { "rfilename": "JAX-XORTRON.Q8_0.gguf" }, { "rfilename": "JAX-XORTRON.mmproj-Q8_0.gguf" }, { "rfilename": "JAX-XORTRON.mmproj-f16.gguf" }, { "rfilename": "README.md" } ], "tags": [ "transformers", "gguf", "text-generation-inference", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental", "en", "dataset:darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT", "base_model:darkc0de/JAX-XORTRON", "base_model:quantized:darkc0de/JAX-XORTRON", "license:cc-by-nc-nd-4.0", "endpoints_compatible", "region:us", "conversational" ] }	—
Downloads downloads not compared		2016 receipt Source GGUF quantisations Its words `2016` Read by `field:downloads` Said since 2026-09-29 09:50 UTC Last answered 2026-10-02 12:01 UTC Original open at the source What the source handed over { "_id": "6a9815bec38ab23988c74905", "author": "mradermacher", "cardData": { "base_model": "darkc0de/JAX-XORTRON", "datasets": [ "darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT" ], "language": [ "en" ], "library_name": "transformers", "license": "cc-by-nc-nd-4.0", "mradermacher": { "readme_rev": 1 }, "quantized_by": "mradermacher", "tags": [ "text-generation-inference", "transformers", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental" ] }, "createdAt": "2026-09-02T12:25:34.000Z", "downloads": 2016, "gated": false, "id": "mradermacher/JAX-XORTRON-i1-GGUF", "lastModified": "2026-09-02T14:46:50.000Z", "library_name": "transformers", "likes": 0, "modelId": "mradermacher/JAX-XORTRON-i1-GGUF", "private": false, "sha": "32fc67fa9451b4af7cab4ce32a22802cda6cfd66", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "JAX-XORTRON.i1-IQ3_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-IQ3_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-IQ4_XS.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q2_K.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_L.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_0.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_1.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q5_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q5_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q6_K.gguf" }, { "rfilename": "JAX-XORTRON.imatrix.gguf" }, { "rfilename": "README.md" } ], "tags": [ "transformers", "gguf", "text-generation-inference", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental", "en", "dataset:darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT", "base_model:darkc0de/JAX-XORTRON", "base_model:quantized:darkc0de/JAX-XORTRON", "license:cc-by-nc-nd-4.0", "endpoints_compatible", "region:us", "imatrix", "conversational" ] }	—
Downloads downloads not compared	Hugging Face models	2952 receipt Source Hugging Face models Last answered 2026-10-02 12:06 UTC Original open at the source This source has not kept a receipt for this claim yet. The next update that reads it will.	—
Downloads downloads not compared		3007 receipt Source Hugging Face models Its words `3007` Read by `field:downloads` Said since 2026-10-02 12:02 UTC Last answered 2026-10-02 12:06 UTC Original open at the source What the source handed over { "_asked": "darkc0de/JAX-XORTRON", "_id": "6a974618dcda6d8e3c6344b1", "author": "darkc0de", "cardData": { "base_model": [ "Qwen/Qwen3.8-27B" ], "datasets": [ "darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT" ], "language": [ "en" ], "license": "cc-by-nc-nd-4.0", "tags": [ "text-generation-inference", "transformers", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental" ] }, "config": { "architectures": [ "Qwen3_5ForConditionalGeneration" ], "chat_template_jinja": "{%- set template_version = \"darkc0de_xortron_JAX_testing.v14\" %}\n{%- set _tool_format = tool_call_format if tool_call_format is defined else 'xml' %}\n{%- set image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\n{%- set add_vision_id = add_vision_id if add_vision_id is defined else false %}\n{%- set enable_thinking = enable_thinking if enable_thinking is defined else true %}\n{%- set auto_disable_thinking_with_tools = auto_disable_thinking_with_tools if auto_disable_thinking_with_tools is defined else false %}\n{%- if preserve_reasoning is defined and preserve_reasoning is not none %}\n {%- set _preserve_thinking = preserve_reasoning %}\n{%- elif preserve_thinking is defined and preserve_thinking is not none %}\n {%- set _preserve_thinking = preserve_thinking %}\n{%- else %}\n {%- set _preserve_thinking = true %}\n{%- endif %}\n{%- set max_tool_arg_chars = max_tool_arg_chars if max_tool_arg_chars is defined else 0 %}\n{%- set max_tool_response_chars = max_tool_response_chars if max_tool_response_chars is defined else 0 %}\n{%- set _default_reasoning_effort = 'medium' %}\n{%- set _has_tools = (tools is defined and tools and tools is iterable and tools is not mapping) %}\n{%- set _effort_raw = (reasoning_effort \| string \| lower) if reasoning_effort is defined and reasoning_effort is not none else _default_reasoning_effort %}\n{%- set _initial_thinking = enable_thinking %}\n{%- if _effort_raw in ('none', 'off') %}\n {%- set _initial_thinking = false %}\n {%- set _initial_effort = 'medium' %}\n{%- elif _effort_raw in ('minimal', 'low') %}\n {%- set _initial_effort = 'low' %}\n{%- elif _effort_raw in ('high', 'xhigh', 'max', 'ultracode', 'extreme') %}\n {%- set _initial_effort = 'xhigh' %}\n{%- else %}\n {%- set _initial_effort = 'medium' %}\n{%- endif %}\n{%- set ns_state = namespace(thinking=_initial_thinking, effort=_initial_effort) %}\n{%- if auto_disable_thinking_with_tools and _has_tools %}\n {%- set ns_state.thinking = false %}\n{%- endif %}\n{%- for msg in messages %}\n {%- if msg.role == 'system' or msg.role == 'developer' or msg.role == 'user' %}\n {%- if msg.content is string %}\n {%- if '<\|think_off\|>' in msg.content %}\n {%- set ns_state.thinking = false %}\n {%- elif '<\|think_on\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- elif '<\|think_xhigh\|>' in msg.content or '<\|think_high\|>' in msg.content or '<\|think_ultracode\|>' in msg.content or '<\|think_extreme\|>' in msg.content or '<\|think_max\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'xhigh' %}\n {%- elif '<\|think_low\|>' in msg.content or '<\|think_minimal\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'low' %}\n {%- elif '<\|think_medium\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'medium' %}\n {%- endif %}\n {%- elif msg.content is iterable and msg.content is not mapping %}\n {%- for item in msg.content %}\n {%- if item is string %}\n {%- set _item_text = item %}\n {%- elif item is mapping and 'text' in item and item.text is string %}\n {%- set _item_text = item.text %}\n {%- else %}\n {%- set _item_text = '' %}\n {%- endif %}\n {%- if _item_text %}\n {%- if '<\|think_off\|>' in _item_text %}\n {%- set ns_state.thinking = false %}\n {%- elif '<\|think_on\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- elif '<\|think_xhigh\|>' in _item_text or '<\|think_high\|>' in _item_text or '<\|think_ultracode\|>' in _item_text or '<\|think_extreme\|>' in _item_text or '<\|think_max\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'xhigh' %}\n {%- elif '<\|think_low\|>' in _item_text or '<\|think_minimal\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'low' %}\n {%- elif '<\|think_medium\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'medium' %}\n {%- endif %}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- set reasoning_instructions = '' %}\n{%- if ns_state.thinking %}\n {%- if ns_state.effort == 'xhigh' %}\n {%- set reasoning_instructions = 'Reasoning effort is set to xhigh. Please think carefully through the task, validate key assumptions, consider plausible alternatives, and prioritize correctness, consistency, and clarity in the final answer.' %}\n {%- elif ns_state.effort == 'low' %}\n {%- set reasoning_instructions = 'Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration.' %}\n {%- endif %}\n{%- endif %}\n{%- macro render_content(content, do_vision_count, is_system_content=false) %}\n {%- if content is string %}\n {{- content }}\n {%- elif content is iterable and content is not mapping %}\n {%- for item in content %}\n {%- if item is mapping %}\n {%- if item.type == 'image' or 'image' in item or 'image_url' in item %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain images.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set image_count.value = image_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Picture ' ~ image_count.value ~ ': ' }}\n {%- endif %}\n {{- '<\|vision_start\|><\|image_pad\|><\|vision_end\|>' }}\n {%- elif item.type == 'video' or 'video' in item %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain videos.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set video_count.value = video_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Video ' ~ video_count.value ~ ': ' }}\n {%- endif %}\n {{- '<\|vision_start\|><\|video_pad\|><\|vision_end\|>' }}\n {%- elif 'text' in item %}\n {{- item.text }}\n {%- else %}\n {{- raise_exception('Unexpected item type in content.') }}\n {%- endif %}\n {%- else %}\n {{- item \| string }}\n {%- endif %}\n {%- endfor %}\n {%- elif content is none or content is undefined %}\n {{- '' }}\n {%- else %}\n {{- raise_exception('Unexpected content type.') }}\n {%- endif %}\n{%- endmacro %}\n{%- if not messages %}\n {{- raise_exception('No messages provided.') }}\n{%- endif %}\n{%- set head = namespace(count=0, seen_non_system=false) %}\n{%- for message in messages %}\n {%- set _is_sys = (message.role == 'system' or message.role == 'developer') %}\n {%- if _is_sys and not head.seen_non_system %}\n {%- set head.count = head.count + 1 %}\n {%- else %}\n {%- set head.seen_non_system = true %}\n {%- endif %}\n{%- endfor %}\n{%- set sys_state = namespace(content='') %}\n{%- for message in messages[:head.count] %}\n {%- set _part = render_content(message.content, false, true) \| trim %}\n {%- if '<\|think_off\|>' in _part %}{%- set _part = _part.split('<\|think_off\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_on\|>' in _part %}{%- set _part = _part.split('<\|think_on\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_xhigh\|>' in _part %}{%- set _part = _part.split('<\|think_xhigh\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_high\|>' in _part %}{%- set _part = _part.split('<\|think_high\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_ultracode\|>' in _part %}{%- set _part = _part.split('<\|think_ultracode\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_extreme\|>' in _part %}{%- set _part = _part.split('<\|think_extreme\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_max\|>' in _part %}{%- set _part = _part.split('<\|think_max\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_medium\|>' in _part %}{%- set _part = _part.split('<\|think_medium\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_low\|>' in _part %}{%- set _part = _part.split('<\|think_low\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_minimal\|>' in _part %}{%- set _part = _part.split('<\|think_minimal\|>') \| join('') \| trim %}{%- endif %}\n {%- if _part %}\n {%- if sys_state.content %}\n {%- set sys_state.content = sys_state.content ~ '\\n\\n' ~ _part %}\n {%- else %}\n {%- set sys_state.content = _part %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- set _sc = sys_state.content %}\n{%- set _msgs = messages[head.count:] %}\n{%- if _has_tools %}\n {{- '<\|im_start\|>system\\n' }}\n {%- if reasoning_instructions %}\n {{- reasoning_instructions + '\\n\\n' }}\n {%- endif %}\n {{- '# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>' }}\n {%- for tool in tools %}\n {{- '\\n' }}\n {{- tool \| tojson }}\n {%- endfor %}\n {{- '\\n</tools>' }}\n {%- if _tool_format == 'json' %}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<think>\\nBrief explanation of tool call\\n</think>\\n<tool_call>\\n{\"name\": \"example_function_name\", \"arguments\": {\"example_parameter_1\": \"value_1\", \"example_parameter_2\": \"This is the value for the second parameter\"}}\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- You can use the <think></think> block to plan your next tool call OR to synthesize data and formulate your final response to the user.\\n- ALL explanation and reasoning MUST be placed strictly inside the <think></think> block.\\n- Function calls MUST follow the specified format: a single JSON object with \"name\" and \"arguments\" keys inside <tool_call></tool_call> XML tags.\\n- If you choose to call a tool, you MUST output the <tool_call> block IMMEDIATELY after thinking, with NO conversational text before it.\\n- The <tool_call> tag MUST be at the very beginning of a new line, with NO spaces or indentation before it.\\n- To call multiple functions, output a separate, completely closed <tool_call></tool_call> block for EACH function. Do NOT nest <tool_call> blocks.\\n- If you have all necessary data, provide your final answer directly to the user without any tool call.\\n</IMPORTANT>' }}\n {%- else %}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<think>\\nBrief explanation of tool call\\n</think>\\n<tool_call>\\n<function=example_function_name>\\n<parameter=example_parameter_1>\\nvalue_1\\n</parameter>\\n<parameter=example_parameter_2>\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n</parameter>\\n</function>\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- You can use the <think></think> block to plan your next tool call OR to synthesize data and formulate your final response to the user.\\n- ALL explanation and reasoning MUST be placed strictly inside the <think></think> block.\\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags.\\n- If you choose to call a tool, you MUST output the <tool_call> block IMMEDIATELY after thinking, with NO conversational text before it.\\n- The <tool_call> and <function> tags MUST be at the very beginning of a new line, with NO spaces or indentation before them.\\n- To call multiple functions, output a separate, completely closed <tool_call></tool_call> block for EACH function. Do NOT nest <tool_call> blocks.\\n- If you have all necessary data, provide your final answer directly to the user without any tool call.\\n</IMPORTANT>' }}\n {%- endif %}\n {%- if _sc %}\n {{- '\\n\\n' + _sc }}\n {%- endif %}\n {{- '<\|im_end\|>\\n' }}\n{%- else %}\n {%- if _sc %}\n {{- '<\|im_start\|>system\\n' + (reasoning_instructions + '\\n\\n' if reasoning_instructions else '') + _sc + '<\|im_end\|>\\n' }}\n {%- elif reasoning_instructions %}\n {{- '<\|im_start\|>system\\n' + reasoning_instructions + '<\|im_end\|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set _last_idx = _msgs \| length - 1 %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=_last_idx) %}\n{%- for message in _msgs[::-1] %}\n {%- set index = (_msgs \| length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == 'user' %}\n {%- set _rc = render_content(message.content, false) \| trim %}\n {%- if not (_rc.startswith('<tool_response>') and _rc.endswith('</tool_response>')) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if ns.multi_step_tool %}\n {%- if _last_idx > 50 %}\n {%- set ns.last_query_index = _last_idx %}\n {%- else %}\n {%- set ns.last_query_index = 0 %}\n {%- endif %}\n{%- endif %}\n{%- set ns2 = namespace(prev_role='', consecutive_failures=0) %}\n{%- for message in _msgs %}\n {%- set is_system = (message.role == \"system\" or message.role == \"developer\") %}\n {%- set content = render_content(message.content, true, is_system) \| trim %}\n {%- if is_system or message.role == 'user' %}\n {%- if '<\|think_off\|>' in content %}{%- set content = content.split('<\|think_off\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_on\|>' in content %}{%- set content = content.split('<\|think_on\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_xhigh\|>' in content %}{%- set content = content.split('<\|think_xhigh\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_high\|>' in content %}{%- set content = content.split('<\|think_high\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_ultracode\|>' in content %}{%- set content = content.split('<\|think_ultracode\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_extreme\|>' in content %}{%- set content = content.split('<\|think_extreme\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_max\|>' in content %}{%- set content = content.split('<\|think_max\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_medium\|>' in content %}{%- set content = content.split('<\|think_medium\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_low\|>' in content %}{%- set content = content.split('<\|think_low\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_minimal\|>' in content %}{%- set content = content.split('<\|think_minimal\|>') \| join('') \| trim %}{%- endif %}\n {%- endif %}\n {%- if is_system %}\n {{- '<\|im_start\|>system\\n' + content + '<\|im_end\|>\\n' }}\n {%- elif message.role == 'user' %}\n {%- set ns2.consecutive_failures = 0 %}\n {{- '<\|im_start\|>user\\n' + content + '<\|im_end\|>\\n' }}\n {%- elif message.role == 'assistant' %}\n {%- set reasoning_content = '' %}\n {%- set _explicit_reasoning = '' %}\n {%- if message.reasoning_content is defined and message.reasoning_content is not none %}\n {%- if message.reasoning_content is string %}\n {%- set _explicit_reasoning = message.reasoning_content %}\n {%- else %}\n {%- set _explicit_reasoning = message.reasoning_content \| string %}\n {%- endif %}\n {%- elif message.thinking is defined and message.thinking is not none %}\n {%- if message.thinking is string %}\n {%- set _explicit_reasoning = message.thinking %}\n {%- else %}\n {%- set _explicit_reasoning = message.thinking \| string %}\n {%- endif %}\n {%- elif message.reasoning is defined and message.reasoning is not none %}\n {%- if message.reasoning is string %}\n {%- set _explicit_reasoning = message.reasoning %}\n {%- else %}\n {%- set _explicit_reasoning = message.reasoning \| string %}\n {%- endif %}\n {%- endif %}\n {%- if _explicit_reasoning %}\n {%- set _lead_end = '' %}\n {%- if content.startswith('<think>') and '</think>' in content %}\n {%- set _lead_end = '</think>' %}\n {%- elif content.startswith('<thinking>') and '</thinking>' in content %}\n {%- set _lead_end = '</thinking>' %}\n {%- elif content.startswith('</think>') %}\n {%- set _lead_end = '</think>' %}\n {%- elif content.startswith('</thinking>') %}\n {%- set _lead_end = '</thinking>' %}\n {%- endif %}\n {%- if _lead_end %}\n {%- set content = content.split(_lead_end)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- set reasoning_content = _explicit_reasoning %}\n {%- else %}\n {%- set _think_end = '' %}\n {%- if content.startswith('</think>') %}\n {%- set _think_end = '</think>' %}\n {%- elif content.startswith('</thinking>') %}\n {%- set _think_end = '</thinking>' %}\n {%- elif '\\n</think>' in content %}\n {%- set _think_end = '\\n</think>' %}\n {%- elif '\\n</thinking>' in content %}\n {%- set _think_end = '\\n</thinking>' %}\n {%- elif '\\n</ think>' in content %}\n {%- set _think_end = '\\n</ think>' %}\n {%- elif '\\n</think >' in content %}\n {%- set _think_end = '\\n</think >' %}\n {%- elif content.startswith('<think>') and '</think>' in content %}\n {%- set _think_end = '</think>' %}\n {%- elif content.startswith('<thinking>') and '</thinking>' in content %}\n {%- set _think_end = '</thinking>' %}\n {%- endif %}\n {%- if _think_end %}\n {%- if 'thinking' in _think_end %}\n {%- set _think_start = '<thinking>' %}\n {%- else %}\n {%- set _think_start = '<think>' %}\n {%- endif %}\n {%- set reasoning_content = content.split(_think_end)[0].rstrip('\\n') %}\n {%- if _think_start in reasoning_content %}\n {%- set reasoning_content = reasoning_content.split(_think_start)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- set content = content.split(_think_end)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- set reasoning_content = reasoning_content \| trim %}\n {%- if (_preserve_thinking or loop.index0 > ns.last_query_index) %}\n {{- '<\|im_start\|>assistant\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n {%- else %}\n {{- '<\|im_start\|>assistant\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls is defined and message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined and tool_call.function is not none %}\n {%- set tc = tool_call.function %}\n {%- else %}\n {%- set tc = tool_call %}\n {%- endif %}\n {%- set tc_name = tc.name if (tc.name is defined and tc.name is not none) else '' %}\n {%- if _tool_format == 'json' %}\n {%- if loop.first %}\n {%- if content \| trim %}\n {{- '\\n\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n' }}\n {%- endif %}\n {%- set _args = '{}' %}\n {%- if tc.arguments is defined and tc.arguments is not none %}\n {%- if tc.arguments is mapping %}\n {%- set _args = tc.arguments \| tojson %}\n {%- elif tc.arguments is string %}\n {%- if tc.arguments %}\n {%- set _args = tc.arguments %}\n {%- endif %}\n {%- else %}\n {%- set _args = tc.arguments \| tojson %}\n {%- endif %}\n {%- endif %}\n {{- '<tool_call>\\n{\"name\": ' }}{{- tc_name \| tojson }}{{- ', \"arguments\": ' }}{{- _args }}{{- '}\\n</tool_call>' }}\n {%- else %}\n {%- if loop.first %}\n {%- if content \| trim %}\n {{- '\\n\\n<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- else %}\n {{- '<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- endif %}\n {%- if tc.arguments is defined and tc.arguments is not none %}\n {%- if tc.arguments is mapping %}\n {%- for args_name, args_value in tc.arguments.items() %}\n {{- '<parameter=' + args_name + '>\\n' }}\n {%- if args_value is string %}\n {%- set _av = args_value %}\n {%- else %}\n {%- set _av = args_value \| tojson %}\n {%- endif %}\n {%- if max_tool_arg_chars > 0 and _av \| length > max_tool_arg_chars %}\n {{- _av[:max_tool_arg_chars] + '\\n[TRUNCATED - original length ' ~ (_av \| length \| string) ~ ' chars]' }}\n {%- else %}\n {{- _av }}\n {%- endif %}\n {{- '\\n</parameter>\\n' }}\n {%- endfor %}\n {%- else %}\n {%- if tc.arguments is string %}\n {%- set _raw_args = tc.arguments %}\n {%- else %}\n {%- set _raw_args = tc.arguments \| tojson %}\n {%- endif %}\n {%- if _raw_args %}\n {%- if max_tool_arg_chars > 0 and _raw_args \| length > max_tool_arg_chars %}\n {{- _raw_args[:max_tool_arg_chars] + '\\n[TRUNCATED - original length ' ~ (_raw_args \| length \| string) ~ ' chars]' }}\n {%- else %}\n {{- _raw_args }}\n {%- endif %}\n {%- endif %}\n {%- endif %}\n {%- endif %}\n {{- '</function>\\n</tool_call>' }}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {{- '<\|im_end\|>\\n' }}\n {%- elif message.role == 'tool' %}\n {%- set _content_lower = content \| lower %}\n {%- set _content_head = _content_lower[:120] %}\n {%- set _is_code_or_grep = ('throw new ' in _content_lower or 'throw error' in _content_lower or 'console.error' in _content_lower or 'logger.error' in _content_lower or 'logging.error' in _content_lower or 'import ' in _content_head or 'def ' in _content_head or 'function ' in _content_head) %}\n {%- set _exit_code_zero = ('exit code: 0' in _content_head or 'process exited with code 0' in _content_head) %}\n {%- set _error_field_ok = ('\"error\": null' in _content_head or '\"error\":null' in _content_head or '\"error\": false' in _content_head or '\"error\":false' in _content_head or '\"error\": \"\"' in _content_head or '\"error\":\"\"' in _content_head) %}\n {%- set _strong_error = (('\"error\":' in _content_head and not _error_field_ok) or '\"status\": \"error\"' in _content_head or '\"status\":\"error\"' in _content_head or 'traceback (most recent call last):' in _content_head or 'command not found' in _content_head or 'invalid syntax' in _content_head or 'fatal:' in _content_head or (('exit code: ' in _content_head or 'process exited with code' in _content_head) and not _exit_code_zero) or _content_head.startswith('exception:') or _content_head.startswith('failed to ')) %}\n {%- set _weak_error = ('error:' in _content_head or 'err!' in _content_head) %}\n {%- set _weak_suppressed = ('$ ' in _content_head or 'took ' in _content_head or content \| length >= 600) %}\n {%- if not _is_code_or_grep and (_strong_error or (_weak_error and not _weak_suppressed)) %}\n {%- set ns2.consecutive_failures = ns2.consecutive_failures + 1 %}\n {%- else %}\n {%- set ns2.consecutive_failures = 0 %}\n {%- endif %}\n {%- if ns2.prev_role != 'tool' %}\n {{- '<\|im_start\|>user' }}\n {%- endif %}\n {%- if _tool_format != 'json' and max_tool_response_chars > 0 and content \| length > max_tool_response_chars %}\n {%- set content = content[:max_tool_response_chars] + '\\n[TRUNCATED - original length ' ~ (content \| length \| string) ~ ' chars]' %}\n {%- endif %}\n {{- '\\n<tool_response>\\n' + content }}\n {%- if ns2.consecutive_failures >= 2 %}\n {{- '\\n\\n⚠️ SYSTEM WARNING: ' ~ ns2.consecutive_failures ~ ' consecutive tool errors detected. Your previous approach is incorrect. You MUST use a fundamentally different approach or corrected arguments.' }}\n {%- elif ns2.consecutive_failures == 1 %}\n {{- '\\n\\n⚠️ SYSTEM WARNING: The previous tool call returned an error. Diagnose the failure and retry with completely corrected arguments.' }}\n {%- endif %}\n {{- '\\n</tool_response>' }}\n {%- if loop.last %}\n {{- '<\|im_end\|>\\n' }}\n {%- else %}\n {%- set _next_role = _msgs[loop.index0 + 1].role %}\n {%- if _next_role != 'tool' %}\n {{- '<\|im_end\|>\\n' }}\n {%- endif %}\n {%- endif %}\n {%- else %}\n {{- '<\|im_start\|>user\\n[' + message.role + ']: ' + content + '<\|im_end\|>\\n' }}\n {%- endif %}\n {%- set ns2.prev_role = message.role %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<\|im_start\|>assistant\\n' }}\n {%- if not ns_state.thinking %}\n {{- '<think>\\n\\n</think>\\n\\n' }}\n {%- else %}\n {{- '<think>\\n' }}\n {%- endif %}\n{%- endif %}", "model_type": "qwen3_5", "tokenizer_config": { "bos_token": null, "chat_template": "{%- set template_version = \"darkc0de_xortron_JAX_testing.v14\" %}\n{%- set _tool_format = tool_call_format if tool_call_format is defined else 'xml' %}\n{%- set image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\n{%- set add_vision_id = add_vision_id if add_vision_id is defined else false %}\n{%- set enable_thinking = enable_thinking if enable_thinking is defined else true %}\n{%- set auto_disable_thinking_with_tools = auto_disable_thinking_with_tools if auto_disable_thinking_with_tools is defined else false %}\n{%- if preserve_reasoning is defined and preserve_reasoning is not none %}\n {%- set _preserve_thinking = preserve_reasoning %}\n{%- elif preserve_thinking is defined and preserve_thinking is not none %}\n {%- set _preserve_thinking = preserve_thinking %}\n{%- else %}\n {%- set _preserve_thinking = true %}\n{%- endif %}\n{%- set max_tool_arg_chars = max_tool_arg_chars if max_tool_arg_chars is defined else 0 %}\n{%- set max_tool_response_chars = max_tool_response_chars if max_tool_response_chars is defined else 0 %}\n{%- set _default_reasoning_effort = 'medium' %}\n{%- set _has_tools = (tools is defined and tools and tools is iterable and tools is not mapping) %}\n{%- set _effort_raw = (reasoning_effort \| string \| lower) if reasoning_effort is defined and reasoning_effort is not none else _default_reasoning_effort %}\n{%- set _initial_thinking = enable_thinking %}\n{%- if _effort_raw in ('none', 'off') %}\n {%- set _initial_thinking = false %}\n {%- set _initial_effort = 'medium' %}\n{%- elif _effort_raw in ('minimal', 'low') %}\n {%- set _initial_effort = 'low' %}\n{%- elif _effort_raw in ('high', 'xhigh', 'max', 'ultracode', 'extreme') %}\n {%- set _initial_effort = 'xhigh' %}\n{%- else %}\n {%- set _initial_effort = 'medium' %}\n{%- endif %}\n{%- set ns_state = namespace(thinking=_initial_thinking, effort=_initial_effort) %}\n{%- if auto_disable_thinking_with_tools and _has_tools %}\n {%- set ns_state.thinking = false %}\n{%- endif %}\n{%- for msg in messages %}\n {%- if msg.role == 'system' or msg.role == 'developer' or msg.role == 'user' %}\n {%- if msg.content is string %}\n {%- if '<\|think_off\|>' in msg.content %}\n {%- set ns_state.thinking = false %}\n {%- elif '<\|think_on\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- elif '<\|think_xhigh\|>' in msg.content or '<\|think_high\|>' in msg.content or '<\|think_ultracode\|>' in msg.content or '<\|think_extreme\|>' in msg.content or '<\|think_max\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'xhigh' %}\n {%- elif '<\|think_low\|>' in msg.content or '<\|think_minimal\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'low' %}\n {%- elif '<\|think_medium\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'medium' %}\n {%- endif %}\n {%- elif msg.content is iterable and msg.content is not mapping %}\n {%- for item in msg.content %}\n {%- if item is string %}\n {%- set _item_text = item %}\n {%- elif item is mapping and 'text' in item and item.text is string %}\n {%- set _item_text = item.text %}\n {%- else %}\n {%- set _item_text = '' %}\n {%- endif %}\n {%- if _item_text %}\n {%- if '<\|think_off\|>' in _item_text %}\n {%- set ns_state.thinking = false %}\n {%- elif '<\|think_on\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- elif '<\|think_xhigh\|>' in _item_text or '<\|think_high\|>' in _item_text or '<\|think_ultracode\|>' in _item_text or '<\|think_extreme\|>' in _item_text or '<\|think_max\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'xhigh' %}\n {%- elif '<\|think_low\|>' in _item_text or '<\|think_minimal\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'low' %}\n {%- elif '<\|think_medium\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'medium' %}\n {%- endif %}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- set reasoning_instructions = '' %}\n{%- if ns_state.thinking %}\n {%- if ns_state.effort == 'xhigh' %}\n {%- set reasoning_instructions = 'Reasoning effort is set to xhigh. Please think carefully through the task, validate key assumptions, consider plausible alternatives, and prioritize correctness, consistency, and clarity in the final answer.' %}\n {%- elif ns_state.effort == 'low' %}\n {%- set reasoning_instructions = 'Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration.' %}\n {%- endif %}\n{%- endif %}\n{%- macro render_content(content, do_vision_count, is_system_content=false) %}\n {%- if content is string %}\n {{- content }}\n {%- elif content is iterable and content is not mapping %}\n {%- for item in content %}\n {%- if item is mapping %}\n {%- if item.type == 'image' or 'image' in item or 'image_url' in item %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain images.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set image_count.value = image_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Picture ' ~ image_count.value ~ ': ' }}\n {%- endif %}\n {{- '<\|vision_start\|><\|image_pad\|><\|vision_end\|>' }}\n {%- elif item.type == 'video' or 'video' in item %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain videos.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set video_count.value = video_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Video ' ~ video_count.value ~ ': ' }}\n {%- endif %}\n {{- '<\|vision_start\|><\|video_pad\|><\|vision_end\|>' }}\n {%- elif 'text' in item %}\n {{- item.text }}\n {%- else %}\n {{- raise_exception('Unexpected item type in content.') }}\n {%- endif %}\n {%- else %}\n {{- item \| string }}\n {%- endif %}\n {%- endfor %}\n {%- elif content is none or content is undefined %}\n {{- '' }}\n {%- else %}\n {{- raise_exception('Unexpected content type.') }}\n {%- endif %}\n{%- endmacro %}\n{%- if not messages %}\n {{- raise_exception('No messages provided.') }}\n{%- endif %}\n{%- set head = namespace(count=0, seen_non_system=false) %}\n{%- for message in messages %}\n {%- set _is_sys = (message.role == 'system' or message.role == 'developer') %}\n {%- if _is_sys and not head.seen_non_system %}\n {%- set head.count = head.count + 1 %}\n {%- else %}\n {%- set head.seen_non_system = true %}\n {%- endif %}\n{%- endfor %}\n{%- set sys_state = namespace(content='') %}\n{%- for message in messages[:head.count] %}\n {%- set _part = render_content(message.content, false, true) \| trim %}\n {%- if '<\|think_off\|>' in _part %}{%- set _part = _part.split('<\|think_off\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_on\|>' in _part %}{%- set _part = _part.split('<\|think_on\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_xhigh\|>' in _part %}{%- set _part = _part.split('<\|think_xhigh\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_high\|>' in _part %}{%- set _part = _part.split('<\|think_high\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_ultracode\|>' in _part %}{%- set _part = _part.split('<\|think_ultracode\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_extreme\|>' in _part %}{%- set _part = _part.split('<\|think_extreme\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_max\|>' in _part %}{%- set _part = _part.split('<\|think_max\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_medium\|>' in _part %}{%- set _part = _part.split('<\|think_medium\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_low\|>' in _part %}{%- set _part = _part.split('<\|think_low\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_minimal\|>' in _part %}{%- set _part = _part.split('<\|think_minimal\|>') \| join('') \| trim %}{%- endif %}\n {%- if _part %}\n {%- if sys_state.content %}\n {%- set sys_state.content = sys_state.content ~ '\\n\\n' ~ _part %}\n {%- else %}\n {%- set sys_state.content = _part %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- set _sc = sys_state.content %}\n{%- set _msgs = messages[head.count:] %}\n{%- if _has_tools %}\n {{- '<\|im_start\|>system\\n' }}\n {%- if reasoning_instructions %}\n {{- reasoning_instructions + '\\n\\n' }}\n {%- endif %}\n {{- '# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>' }}\n {%- for tool in tools %}\n {{- '\\n' }}\n {{- tool \| tojson }}\n {%- endfor %}\n {{- '\\n</tools>' }}\n {%- if _tool_format == 'json' %}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<think>\\nBrief explanation of tool call\\n</think>\\n<tool_call>\\n{\"name\": \"example_function_name\", \"arguments\": {\"example_parameter_1\": \"value_1\", \"example_parameter_2\": \"This is the value for the second parameter\"}}\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- You can use the <think></think> block to plan your next tool call OR to synthesize data and formulate your final response to the user.\\n- ALL explanation and reasoning MUST be placed strictly inside the <think></think> block.\\n- Function calls MUST follow the specified format: a single JSON object with \"name\" and \"arguments\" keys inside <tool_call></tool_call> XML tags.\\n- If you choose to call a tool, you MUST output the <tool_call> block IMMEDIATELY after thinking, with NO conversational text before it.\\n- The <tool_call> tag MUST be at the very beginning of a new line, with NO spaces or indentation before it.\\n- To call multiple functions, output a separate, completely closed <tool_call></tool_call> block for EACH function. Do NOT nest <tool_call> blocks.\\n- If you have all necessary data, provide your final answer directly to the user without any tool call.\\n</IMPORTANT>' }}\n {%- else %}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<think>\\nBrief explanation of tool call\\n</think>\\n<tool_call>\\n<function=example_function_name>\\n<parameter=example_parameter_1>\\nvalue_1\\n</parameter>\\n<parameter=example_parameter_2>\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n</parameter>\\n</function>\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- You can use the <think></think> block to plan your next tool call OR to synthesize data and formulate your final response to the user.\\n- ALL explanation and reasoning MUST be placed strictly inside the <think></think> block.\\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags.\\n- If you choose to call a tool, you MUST output the <tool_call> block IMMEDIATELY after thinking, with NO conversational text before it.\\n- The <tool_call> and <function> tags MUST be at the very beginning of a new line, with NO spaces or indentation before them.\\n- To call multiple functions, output a separate, completely closed <tool_call></tool_call> block for EACH function. Do NOT nest <tool_call> blocks.\\n- If you have all necessary data, provide your final answer directly to the user without any tool call.\\n</IMPORTANT>' }}\n {%- endif %}\n {%- if _sc %}\n {{- '\\n\\n' + _sc }}\n {%- endif %}\n {{- '<\|im_end\|>\\n' }}\n{%- else %}\n {%- if _sc %}\n {{- '<\|im_start\|>system\\n' + (reasoning_instructions + '\\n\\n' if reasoning_instructions else '') + _sc + '<\|im_end\|>\\n' }}\n {%- elif reasoning_instructions %}\n {{- '<\|im_start\|>system\\n' + reasoning_instructions + '<\|im_end\|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set _last_idx = _msgs \| length - 1 %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=_last_idx) %}\n{%- for message in _msgs[::-1] %}\n {%- set index = (_msgs \| length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == 'user' %}\n {%- set _rc = render_content(message.content, false) \| trim %}\n {%- if not (_rc.startswith('<tool_response>') and _rc.endswith('</tool_response>')) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if ns.multi_step_tool %}\n {%- if _last_idx > 50 %}\n {%- set ns.last_query_index = _last_idx %}\n {%- else %}\n {%- set ns.last_query_index = 0 %}\n {%- endif %}\n{%- endif %}\n{%- set ns2 = namespace(prev_role='', consecutive_failures=0) %}\n{%- for message in _msgs %}\n {%- set is_system = (message.role == \"system\" or message.role == \"developer\") %}\n {%- set content = render_content(message.content, true, is_system) \| trim %}\n {%- if is_system or message.role == 'user' %}\n {%- if '<\|think_off\|>' in content %}{%- set content = content.split('<\|think_off\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_on\|>' in content %}{%- set content = content.split('<\|think_on\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_xhigh\|>' in content %}{%- set content = content.split('<\|think_xhigh\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_high\|>' in content %}{%- set content = content.split('<\|think_high\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_ultracode\|>' in content %}{%- set content = content.split('<\|think_ultracode\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_extreme\|>' in content %}{%- set content = content.split('<\|think_extreme\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_max\|>' in content %}{%- set content = content.split('<\|think_max\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_medium\|>' in content %}{%- set content = content.split('<\|think_medium\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_low\|>' in content %}{%- set content = content.split('<\|think_low\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_minimal\|>' in content %}{%- set content = content.split('<\|think_minimal\|>') \| join('') \| trim %}{%- endif %}\n {%- endif %}\n {%- if is_system %}\n {{- '<\|im_start\|>system\\n' + content + '<\|im_end\|>\\n' }}\n {%- elif message.role == 'user' %}\n {%- set ns2.consecutive_failures = 0 %}\n {{- '<\|im_start\|>user\\n' + content + '<\|im_end\|>\\n' }}\n {%- elif message.role == 'assistant' %}\n {%- set reasoning_content = '' %}\n {%- set _explicit_reasoning = '' %}\n {%- if message.reasoning_content is defined and message.reasoning_content is not none %}\n {%- if message.reasoning_content is string %}\n {%- set _explicit_reasoning = message.reasoning_content %}\n {%- else %}\n {%- set _explicit_reasoning = message.reasoning_content \| string %}\n {%- endif %}\n {%- elif message.thinking is defined and message.thinking is not none %}\n {%- if message.thinking is string %}\n {%- set _explicit_reasoning = message.thinking %}\n {%- else %}\n {%- set _explicit_reasoning = message.thinking \| string %}\n {%- endif %}\n {%- elif message.reasoning is defined and message.reasoning is not none %}\n {%- if message.reasoning is string %}\n {%- set _explicit_reasoning = message.reasoning %}\n {%- else %}\n {%- set _explicit_reasoning = message.reasoning \| string %}\n {%- endif %}\n {%- endif %}\n {%- if _explicit_reasoning %}\n {%- set _lead_end = '' %}\n {%- if content.startswith('<think>') and '</think>' in content %}\n {%- set _lead_end = '</think>' %}\n {%- elif content.startswith('<thinking>') and '</thinking>' in content %}\n {%- set _lead_end = '</thinking>' %}\n {%- elif content.startswith('</think>') %}\n {%- set _lead_end = '</think>' %}\n {%- elif content.startswith('</thinking>') %}\n {%- set _lead_end = '</thinking>' %}\n {%- endif %}\n {%- if _lead_end %}\n {%- set content = content.split(_lead_end)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- set reasoning_content = _explicit_reasoning %}\n {%- else %}\n {%- set _think_end = '' %}\n {%- if content.startswith('</think>') %}\n {%- set _think_end = '</think>' %}\n {%- elif content.startswith('</thinking>') %}\n {%- set _think_end = '</thinking>' %}\n {%- elif '\\n</think>' in content %}\n {%- set _think_end = '\\n</think>' %}\n {%- elif '\\n</thinking>' in content %}\n {%- set _think_end = '\\n</thinking>' %}\n {%- elif '\\n</ think>' in content %}\n {%- set _think_end = '\\n</ think>' %}\n {%- elif '\\n</think >' in content %}\n {%- set _think_end = '\\n</think >' %}\n {%- elif content.startswith('<think>') and '</think>' in content %}\n {%- set _think_end = '</think>' %}\n {%- elif content.startswith('<thinking>') and '</thinking>' in content %}\n {%- set _think_end = '</thinking>' %}\n {%- endif %}\n {%- if _think_end %}\n {%- if 'thinking' in _think_end %}\n {%- set _think_start = '<thinking>' %}\n {%- else %}\n {%- set _think_start = '<think>' %}\n {%- endif %}\n {%- set reasoning_content = content.split(_think_end)[0].rstrip('\\n') %}\n {%- if _think_start in reasoning_content %}\n {%- set reasoning_content = reasoning_content.split(_think_start)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- set content = content.split(_think_end)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- set reasoning_content = reasoning_content \| trim %}\n {%- if (_preserve_thinking or loop.index0 > ns.last_query_index) %}\n {{- '<\|im_start\|>assistant\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n {%- else %}\n {{- '<\|im_start\|>assistant\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls is defined and message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined and tool_call.function is not none %}\n {%- set tc = tool_call.function %}\n {%- else %}\n {%- set tc = tool_call %}\n {%- endif %}\n {%- set tc_name = tc.name if (tc.name is defined and tc.name is not none) else '' %}\n {%- if _tool_format == 'json' %}\n {%- if loop.first %}\n {%- if content \| trim %}\n {{- '\\n\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n' }}\n {%- endif %}\n {%- set _args = '{}' %}\n {%- if tc.arguments is defined and tc.arguments is not none %}\n {%- if tc.arguments is mapping %}\n {%- set _args = tc.arguments \| tojson %}\n {%- elif tc.arguments is string %}\n {%- if tc.arguments %}\n {%- set _args = tc.arguments %}\n {%- endif %}\n {%- else %}\n {%- set _args = tc.arguments \| tojson %}\n {%- endif %}\n {%- endif %}\n {{- '<tool_call>\\n{\"name\": ' }}{{- tc_name \| tojson }}{{- ', \"arguments\": ' }}{{- _args }}{{- '}\\n</tool_call>' }}\n {%- else %}\n {%- if loop.first %}\n {%- if content \| trim %}\n {{- '\\n\\n<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- else %}\n {{- '<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- endif %}\n {%- if tc.arguments is defined and tc.arguments is not none %}\n {%- if tc.arguments is mapping %}\n {%- for args_name, args_value in tc.arguments.items() %}\n {{- '<parameter=' + args_name + '>\\n' }}\n {%- if args_value is string %}\n {%- set _av = args_value %}\n {%- else %}\n {%- set _av = args_value \| tojson %}\n {%- endif %}\n {%- if max_tool_arg_chars > 0 and _av \| length > max_tool_arg_chars %}\n {{- _av[:max_tool_arg_chars] + '\\n[TRUNCATED - original length ' ~ (_av \| length \| string) ~ ' chars]' }}\n {%- else %}\n {{- _av }}\n {%- endif %}\n {{- '\\n</parameter>\\n' }}\n {%- endfor %}\n {%- else %}\n {%- if tc.arguments is string %}\n {%- set _raw_args = tc.arguments %}\n {%- else %}\n {%- set _raw_args = tc.arguments \| tojson %}\n {%- endif %}\n {%- if _raw_args %}\n {%- if max_tool_arg_chars > 0 and _raw_args \| length > max_tool_arg_chars %}\n {{- _raw_args[:max_tool_arg_chars] + '\\n[TRUNCATED - original length ' ~ (_raw_args \| length \| string) ~ ' chars]' }}\n {%- else %}\n {{- _raw_args }}\n {%- endif %}\n {%- endif %}\n {%- endif %}\n {%- endif %}\n {{- '</function>\\n</tool_call>' }}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {{- '<\|im_end\|>\\n' }}\n {%- elif message.role == 'tool' %}\n {%- set _content_lower = content \| lower %}\n {%- set _content_head = _content_lower[:120] %}\n {%- set _is_code_or_grep = ('throw new ' in _content_lower or 'throw error' in _content_lower or 'console.error' in _content_lower or 'logger.error' in _content_lower or 'logging.error' in _content_lower or 'import ' in _content_head or 'def ' in _content_head or 'function ' in _content_head) %}\n {%- set _exit_code_zero = ('exit code: 0' in _content_head or 'process exited with code 0' in _content_head) %}\n {%- set _error_field_ok = ('\"error\": null' in _content_head or '\"error\":null' in _content_head or '\"error\": false' in _content_head or '\"error\":false' in _content_head or '\"error\": \"\"' in _content_head or '\"error\":\"\"' in _content_head) %}\n {%- set _strong_error = (('\"error\":' in _content_head and not _error_field_ok) or '\"status\": \"error\"' in _content_head or '\"status\":\"error\"' in _content_head or 'traceback (most recent call last):' in _content_head or 'command not found' in _content_head or 'invalid syntax' in _content_head or 'fatal:' in _content_head or (('exit code: ' in _content_head or 'process exited with code' in _content_head) and not _exit_code_zero) or _content_head.startswith('exception:') or _content_head.startswith('failed to ')) %}\n {%- set _weak_error = ('error:' in _content_head or 'err!' in _content_head) %}\n {%- set _weak_suppressed = ('$ ' in _content_head or 'took ' in _content_head or content \| length >= 600) %}\n {%- if not _is_code_or_grep and (_strong_error or (_weak_error and not _weak_suppressed)) %}\n {%- set ns2.consecutive_failures = ns2.consecutive_failures + 1 %}\n {%- else %}\n {%- set ns2.consecutive_failures = 0 %}\n {%- endif %}\n {%- if ns2.prev_role != 'tool' %}\n {{- '<\|im_start\|>user' }}\n {%- endif %}\n {%- if _tool_format != 'json' and max_tool_response_chars > 0 and content \| length > max_tool_response_chars %}\n {%- set content = content[:max_tool_response_chars] + '\\n[TRUNCATED - original length ' ~ (content \| length \| string) ~ ' chars]' %}\n {%- endif %}\n {{- '\\n<tool_response>\\n' + content }}\n {%- if ns2.consecutive_failures >= 2 %}\n {{- '\\n\\n⚠️ SYSTEM WARNING: ' ~ ns2.consecutive_failures ~ ' consecutive tool errors detected. Your previous approach is incorrect. You MUST use a fundamentally different approach or corrected arguments.' }}\n {%- elif ns2.consecutive_failures == 1 %}\n {{- '\\n\\n⚠️ SYSTEM WARNING: The previous tool call returned an error. Diagnose the failure and retry with completely corrected arguments.' }}\n {%- endif %}\n {{- '\\n</tool_response>' }}\n {%- if loop.last %}\n {{- '<\|im_end\|>\\n' }}\n {%- else %}\n {%- set _next_role = _msgs[loop.index0 + 1].role %}\n {%- if _next_role != 'tool' %}\n {{- '<\|im_end\|>\\n' }}\n {%- endif %}\n {%- endif %}\n {%- else %}\n {{- '<\|im_start\|>user\\n[' + message.role + ']: ' + content + '<\|im_end\|>\\n' }}\n {%- endif %}\n {%- set ns2.prev_role = message.role %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<\|im_start\|>assistant\\n' }}\n {%- if not ns_state.thinking %}\n {{- '<think>\\n\\n</think>\\n\\n' }}\n {%- else %}\n {{- '<think>\\n' }}\n {%- endif %}\n{%- endif %}", "eos_token": "<\|im_end\|>", "pad_token": "<\|endoftext\|>", "unk_token": null } }, "createdAt": "2026-09-01T21:39:36.000Z", "disabled": false, "downloads": 3007, "gated": false, "id": "darkc0de/JAX-XORTRON", "inference": "warm", "lastModified": "2026-09-06T18:57:04.000Z", "library_name": "transformers", "likes": 4, "model-index": null, "modelId": "darkc0de/JAX-XORTRON", "pipeline_tag": "image-text-to-text", "private": false, "safetensors": { "parameters": { "BF16": 27781427952 }, "total": 27356728560 }, "sha": "93b4732e65fef44adb763050a05912197d2cf9e4", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "chat_template.jinja" }, { "rfilename": "config.json" }, { "rfilename": "generation_config.json" }, { "rfilename": "model-00001-of-00012.safetensors" }, { "rfilename": "model-00002-of-00012.safetensors" }, { "rfilename": "model-00003-of-00012.safetensors" }, { "rfilename": "model-00004-of-00012.safetensors" }, { "rfilename": "model-00005-of-00012.safetensors" }, { "rfilename": "model-00006-of-00012.safetensors" }, { "rfilename": "model-00007-of-00012.safetensors" }, { "rfilename": "model-00008-of-00012.safetensors" }, { "rfilename": "model-00009-of-00012.safetensors" }, { "rfilename": "model-00010-of-00012.safetensors" }, { "rfilename": "model-00011-of-00012.safetensors" }, { "rfilename": "model-00012-of-00012.safetensors" }, { "rfilename": "model-auxiliary.safetensors" }, { "rfilename": "model.safetensors.index.json" }, { "rfilename": "processor_config.json" }, { "rfilename": "tokenizer.json" }, { "rfilename": "tokenizer_config.json" } ], "spaces": [], "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "text-generation-inference", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental", "conversational", "en", "dataset:darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT", "base_model:Qwen/Qwen3.8-27B", "base_model:finetune:Qwen/Qwen3.8-27B", "license:cc-by-nc-nd-4.0", "endpoints_compatible", "region:us" ], "transformersInfo": { "auto_model": "AutoModelForMultimodalLM", "pipeline_tag": "image-text-to-text", "processor": "AutoProcessor" }, "usedStorage": 55582996485, "widgetData": [ { "text": "Hi, what can you help me with?" }, { "text": "What is 84 * 3 / 2?" }, { "text": "Tell me an interesting fact about the universe!" }, { "text": "Explain quantum computing in simple terms." } ] }	—
Gated gated	Hugging Face models	false receipt Source Hugging Face models Last answered 2026-10-02 12:06 UTC Original open at the source This source has not kept a receipt for this claim yet. The next update that reads it will.	—
Licence licence	GGUF quantisations	cc-by-nc-nd-4.0 receipt Source GGUF quantisations Its words `cc-by-nc-nd-4.0` Read by `field:cardData.license` Said since 2026-09-29 09:50 UTC Last answered 2026-10-02 12:01 UTC Original open at the source What the source handed over { "_id": "6a9815bec38ab23988c74905", "author": "mradermacher", "cardData": { "base_model": "darkc0de/JAX-XORTRON", "datasets": [ "darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT" ], "language": [ "en" ], "library_name": "transformers", "license": "cc-by-nc-nd-4.0", "mradermacher": { "readme_rev": 1 }, "quantized_by": "mradermacher", "tags": [ "text-generation-inference", "transformers", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental" ] }, "createdAt": "2026-09-02T12:25:34.000Z", "downloads": 2016, "gated": false, "id": "mradermacher/JAX-XORTRON-i1-GGUF", "lastModified": "2026-09-02T14:46:50.000Z", "library_name": "transformers", "likes": 0, "modelId": "mradermacher/JAX-XORTRON-i1-GGUF", "private": false, "sha": "32fc67fa9451b4af7cab4ce32a22802cda6cfd66", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "JAX-XORTRON.i1-IQ3_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-IQ3_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-IQ4_XS.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q2_K.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_L.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_0.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_1.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q5_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q5_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q6_K.gguf" }, { "rfilename": "JAX-XORTRON.imatrix.gguf" }, { "rfilename": "README.md" } ], "tags": [ "transformers", "gguf", "text-generation-inference", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental", "en", "dataset:darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT", "base_model:darkc0de/JAX-XORTRON", "base_model:quantized:darkc0de/JAX-XORTRON", "license:cc-by-nc-nd-4.0", "endpoints_compatible", "region:us", "imatrix", "conversational" ] }	—
Licence licence	Hugging Face models	cc-by-nc-nd-4.0 receipt Source Hugging Face models Last answered 2026-10-02 12:06 UTC Original open at the source This source has not kept a receipt for this claim yet. The next update that reads it will.	—
Likes likes not compared	GGUF quantisations	0 receipt Source GGUF quantisations Its words `0` Read by `field:likes` Said since 2026-09-29 09:50 UTC Last answered 2026-10-02 12:01 UTC Original open at the source What the source handed over { "_id": "6a9815bec38ab23988c74905", "author": "mradermacher", "cardData": { "base_model": "darkc0de/JAX-XORTRON", "datasets": [ "darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT" ], "language": [ "en" ], "library_name": "transformers", "license": "cc-by-nc-nd-4.0", "mradermacher": { "readme_rev": 1 }, "quantized_by": "mradermacher", "tags": [ "text-generation-inference", "transformers", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental" ] }, "createdAt": "2026-09-02T12:25:34.000Z", "downloads": 2016, "gated": false, "id": "mradermacher/JAX-XORTRON-i1-GGUF", "lastModified": "2026-09-02T14:46:50.000Z", "library_name": "transformers", "likes": 0, "modelId": "mradermacher/JAX-XORTRON-i1-GGUF", "private": false, "sha": "32fc67fa9451b4af7cab4ce32a22802cda6cfd66", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "JAX-XORTRON.i1-IQ3_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-IQ3_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-IQ4_XS.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q2_K.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_L.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q3_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_0.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_1.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q4_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q5_K_M.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q5_K_S.gguf" }, { "rfilename": "JAX-XORTRON.i1-Q6_K.gguf" }, { "rfilename": "JAX-XORTRON.imatrix.gguf" }, { "rfilename": "README.md" } ], "tags": [ "transformers", "gguf", "text-generation-inference", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental", "en", "dataset:darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT", "base_model:darkc0de/JAX-XORTRON", "base_model:quantized:darkc0de/JAX-XORTRON", "license:cc-by-nc-nd-4.0", "endpoints_compatible", "region:us", "imatrix", "conversational" ] }	—
Likes likes not compared	Hugging Face models	3 receipt Source Hugging Face models Last answered 2026-10-02 12:06 UTC Original open at the source This source has not kept a receipt for this claim yet. The next update that reads it will.	—
Likes likes not compared		4 receipt Source Hugging Face models Its words `4` Read by `field:likes` Said since 2026-10-02 12:02 UTC Last answered 2026-10-02 12:06 UTC Original open at the source What the source handed over { "_asked": "darkc0de/JAX-XORTRON", "_id": "6a974618dcda6d8e3c6344b1", "author": "darkc0de", "cardData": { "base_model": [ "Qwen/Qwen3.8-27B" ], "datasets": [ "darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT" ], "language": [ "en" ], "license": "cc-by-nc-nd-4.0", "tags": [ "text-generation-inference", "transformers", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental" ] }, "config": { "architectures": [ "Qwen3_5ForConditionalGeneration" ], "chat_template_jinja": "{%- set template_version = \"darkc0de_xortron_JAX_testing.v14\" %}\n{%- set _tool_format = tool_call_format if tool_call_format is defined else 'xml' %}\n{%- set image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\n{%- set add_vision_id = add_vision_id if add_vision_id is defined else false %}\n{%- set enable_thinking = enable_thinking if enable_thinking is defined else true %}\n{%- set auto_disable_thinking_with_tools = auto_disable_thinking_with_tools if auto_disable_thinking_with_tools is defined else false %}\n{%- if preserve_reasoning is defined and preserve_reasoning is not none %}\n {%- set _preserve_thinking = preserve_reasoning %}\n{%- elif preserve_thinking is defined and preserve_thinking is not none %}\n {%- set _preserve_thinking = preserve_thinking %}\n{%- else %}\n {%- set _preserve_thinking = true %}\n{%- endif %}\n{%- set max_tool_arg_chars = max_tool_arg_chars if max_tool_arg_chars is defined else 0 %}\n{%- set max_tool_response_chars = max_tool_response_chars if max_tool_response_chars is defined else 0 %}\n{%- set _default_reasoning_effort = 'medium' %}\n{%- set _has_tools = (tools is defined and tools and tools is iterable and tools is not mapping) %}\n{%- set _effort_raw = (reasoning_effort \| string \| lower) if reasoning_effort is defined and reasoning_effort is not none else _default_reasoning_effort %}\n{%- set _initial_thinking = enable_thinking %}\n{%- if _effort_raw in ('none', 'off') %}\n {%- set _initial_thinking = false %}\n {%- set _initial_effort = 'medium' %}\n{%- elif _effort_raw in ('minimal', 'low') %}\n {%- set _initial_effort = 'low' %}\n{%- elif _effort_raw in ('high', 'xhigh', 'max', 'ultracode', 'extreme') %}\n {%- set _initial_effort = 'xhigh' %}\n{%- else %}\n {%- set _initial_effort = 'medium' %}\n{%- endif %}\n{%- set ns_state = namespace(thinking=_initial_thinking, effort=_initial_effort) %}\n{%- if auto_disable_thinking_with_tools and _has_tools %}\n {%- set ns_state.thinking = false %}\n{%- endif %}\n{%- for msg in messages %}\n {%- if msg.role == 'system' or msg.role == 'developer' or msg.role == 'user' %}\n {%- if msg.content is string %}\n {%- if '<\|think_off\|>' in msg.content %}\n {%- set ns_state.thinking = false %}\n {%- elif '<\|think_on\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- elif '<\|think_xhigh\|>' in msg.content or '<\|think_high\|>' in msg.content or '<\|think_ultracode\|>' in msg.content or '<\|think_extreme\|>' in msg.content or '<\|think_max\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'xhigh' %}\n {%- elif '<\|think_low\|>' in msg.content or '<\|think_minimal\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'low' %}\n {%- elif '<\|think_medium\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'medium' %}\n {%- endif %}\n {%- elif msg.content is iterable and msg.content is not mapping %}\n {%- for item in msg.content %}\n {%- if item is string %}\n {%- set _item_text = item %}\n {%- elif item is mapping and 'text' in item and item.text is string %}\n {%- set _item_text = item.text %}\n {%- else %}\n {%- set _item_text = '' %}\n {%- endif %}\n {%- if _item_text %}\n {%- if '<\|think_off\|>' in _item_text %}\n {%- set ns_state.thinking = false %}\n {%- elif '<\|think_on\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- elif '<\|think_xhigh\|>' in _item_text or '<\|think_high\|>' in _item_text or '<\|think_ultracode\|>' in _item_text or '<\|think_extreme\|>' in _item_text or '<\|think_max\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'xhigh' %}\n {%- elif '<\|think_low\|>' in _item_text or '<\|think_minimal\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'low' %}\n {%- elif '<\|think_medium\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'medium' %}\n {%- endif %}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- set reasoning_instructions = '' %}\n{%- if ns_state.thinking %}\n {%- if ns_state.effort == 'xhigh' %}\n {%- set reasoning_instructions = 'Reasoning effort is set to xhigh. Please think carefully through the task, validate key assumptions, consider plausible alternatives, and prioritize correctness, consistency, and clarity in the final answer.' %}\n {%- elif ns_state.effort == 'low' %}\n {%- set reasoning_instructions = 'Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration.' %}\n {%- endif %}\n{%- endif %}\n{%- macro render_content(content, do_vision_count, is_system_content=false) %}\n {%- if content is string %}\n {{- content }}\n {%- elif content is iterable and content is not mapping %}\n {%- for item in content %}\n {%- if item is mapping %}\n {%- if item.type == 'image' or 'image' in item or 'image_url' in item %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain images.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set image_count.value = image_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Picture ' ~ image_count.value ~ ': ' }}\n {%- endif %}\n {{- '<\|vision_start\|><\|image_pad\|><\|vision_end\|>' }}\n {%- elif item.type == 'video' or 'video' in item %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain videos.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set video_count.value = video_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Video ' ~ video_count.value ~ ': ' }}\n {%- endif %}\n {{- '<\|vision_start\|><\|video_pad\|><\|vision_end\|>' }}\n {%- elif 'text' in item %}\n {{- item.text }}\n {%- else %}\n {{- raise_exception('Unexpected item type in content.') }}\n {%- endif %}\n {%- else %}\n {{- item \| string }}\n {%- endif %}\n {%- endfor %}\n {%- elif content is none or content is undefined %}\n {{- '' }}\n {%- else %}\n {{- raise_exception('Unexpected content type.') }}\n {%- endif %}\n{%- endmacro %}\n{%- if not messages %}\n {{- raise_exception('No messages provided.') }}\n{%- endif %}\n{%- set head = namespace(count=0, seen_non_system=false) %}\n{%- for message in messages %}\n {%- set _is_sys = (message.role == 'system' or message.role == 'developer') %}\n {%- if _is_sys and not head.seen_non_system %}\n {%- set head.count = head.count + 1 %}\n {%- else %}\n {%- set head.seen_non_system = true %}\n {%- endif %}\n{%- endfor %}\n{%- set sys_state = namespace(content='') %}\n{%- for message in messages[:head.count] %}\n {%- set _part = render_content(message.content, false, true) \| trim %}\n {%- if '<\|think_off\|>' in _part %}{%- set _part = _part.split('<\|think_off\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_on\|>' in _part %}{%- set _part = _part.split('<\|think_on\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_xhigh\|>' in _part %}{%- set _part = _part.split('<\|think_xhigh\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_high\|>' in _part %}{%- set _part = _part.split('<\|think_high\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_ultracode\|>' in _part %}{%- set _part = _part.split('<\|think_ultracode\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_extreme\|>' in _part %}{%- set _part = _part.split('<\|think_extreme\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_max\|>' in _part %}{%- set _part = _part.split('<\|think_max\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_medium\|>' in _part %}{%- set _part = _part.split('<\|think_medium\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_low\|>' in _part %}{%- set _part = _part.split('<\|think_low\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_minimal\|>' in _part %}{%- set _part = _part.split('<\|think_minimal\|>') \| join('') \| trim %}{%- endif %}\n {%- if _part %}\n {%- if sys_state.content %}\n {%- set sys_state.content = sys_state.content ~ '\\n\\n' ~ _part %}\n {%- else %}\n {%- set sys_state.content = _part %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- set _sc = sys_state.content %}\n{%- set _msgs = messages[head.count:] %}\n{%- if _has_tools %}\n {{- '<\|im_start\|>system\\n' }}\n {%- if reasoning_instructions %}\n {{- reasoning_instructions + '\\n\\n' }}\n {%- endif %}\n {{- '# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>' }}\n {%- for tool in tools %}\n {{- '\\n' }}\n {{- tool \| tojson }}\n {%- endfor %}\n {{- '\\n</tools>' }}\n {%- if _tool_format == 'json' %}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<think>\\nBrief explanation of tool call\\n</think>\\n<tool_call>\\n{\"name\": \"example_function_name\", \"arguments\": {\"example_parameter_1\": \"value_1\", \"example_parameter_2\": \"This is the value for the second parameter\"}}\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- You can use the <think></think> block to plan your next tool call OR to synthesize data and formulate your final response to the user.\\n- ALL explanation and reasoning MUST be placed strictly inside the <think></think> block.\\n- Function calls MUST follow the specified format: a single JSON object with \"name\" and \"arguments\" keys inside <tool_call></tool_call> XML tags.\\n- If you choose to call a tool, you MUST output the <tool_call> block IMMEDIATELY after thinking, with NO conversational text before it.\\n- The <tool_call> tag MUST be at the very beginning of a new line, with NO spaces or indentation before it.\\n- To call multiple functions, output a separate, completely closed <tool_call></tool_call> block for EACH function. Do NOT nest <tool_call> blocks.\\n- If you have all necessary data, provide your final answer directly to the user without any tool call.\\n</IMPORTANT>' }}\n {%- else %}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<think>\\nBrief explanation of tool call\\n</think>\\n<tool_call>\\n<function=example_function_name>\\n<parameter=example_parameter_1>\\nvalue_1\\n</parameter>\\n<parameter=example_parameter_2>\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n</parameter>\\n</function>\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- You can use the <think></think> block to plan your next tool call OR to synthesize data and formulate your final response to the user.\\n- ALL explanation and reasoning MUST be placed strictly inside the <think></think> block.\\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags.\\n- If you choose to call a tool, you MUST output the <tool_call> block IMMEDIATELY after thinking, with NO conversational text before it.\\n- The <tool_call> and <function> tags MUST be at the very beginning of a new line, with NO spaces or indentation before them.\\n- To call multiple functions, output a separate, completely closed <tool_call></tool_call> block for EACH function. Do NOT nest <tool_call> blocks.\\n- If you have all necessary data, provide your final answer directly to the user without any tool call.\\n</IMPORTANT>' }}\n {%- endif %}\n {%- if _sc %}\n {{- '\\n\\n' + _sc }}\n {%- endif %}\n {{- '<\|im_end\|>\\n' }}\n{%- else %}\n {%- if _sc %}\n {{- '<\|im_start\|>system\\n' + (reasoning_instructions + '\\n\\n' if reasoning_instructions else '') + _sc + '<\|im_end\|>\\n' }}\n {%- elif reasoning_instructions %}\n {{- '<\|im_start\|>system\\n' + reasoning_instructions + '<\|im_end\|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set _last_idx = _msgs \| length - 1 %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=_last_idx) %}\n{%- for message in _msgs[::-1] %}\n {%- set index = (_msgs \| length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == 'user' %}\n {%- set _rc = render_content(message.content, false) \| trim %}\n {%- if not (_rc.startswith('<tool_response>') and _rc.endswith('</tool_response>')) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if ns.multi_step_tool %}\n {%- if _last_idx > 50 %}\n {%- set ns.last_query_index = _last_idx %}\n {%- else %}\n {%- set ns.last_query_index = 0 %}\n {%- endif %}\n{%- endif %}\n{%- set ns2 = namespace(prev_role='', consecutive_failures=0) %}\n{%- for message in _msgs %}\n {%- set is_system = (message.role == \"system\" or message.role == \"developer\") %}\n {%- set content = render_content(message.content, true, is_system) \| trim %}\n {%- if is_system or message.role == 'user' %}\n {%- if '<\|think_off\|>' in content %}{%- set content = content.split('<\|think_off\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_on\|>' in content %}{%- set content = content.split('<\|think_on\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_xhigh\|>' in content %}{%- set content = content.split('<\|think_xhigh\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_high\|>' in content %}{%- set content = content.split('<\|think_high\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_ultracode\|>' in content %}{%- set content = content.split('<\|think_ultracode\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_extreme\|>' in content %}{%- set content = content.split('<\|think_extreme\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_max\|>' in content %}{%- set content = content.split('<\|think_max\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_medium\|>' in content %}{%- set content = content.split('<\|think_medium\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_low\|>' in content %}{%- set content = content.split('<\|think_low\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_minimal\|>' in content %}{%- set content = content.split('<\|think_minimal\|>') \| join('') \| trim %}{%- endif %}\n {%- endif %}\n {%- if is_system %}\n {{- '<\|im_start\|>system\\n' + content + '<\|im_end\|>\\n' }}\n {%- elif message.role == 'user' %}\n {%- set ns2.consecutive_failures = 0 %}\n {{- '<\|im_start\|>user\\n' + content + '<\|im_end\|>\\n' }}\n {%- elif message.role == 'assistant' %}\n {%- set reasoning_content = '' %}\n {%- set _explicit_reasoning = '' %}\n {%- if message.reasoning_content is defined and message.reasoning_content is not none %}\n {%- if message.reasoning_content is string %}\n {%- set _explicit_reasoning = message.reasoning_content %}\n {%- else %}\n {%- set _explicit_reasoning = message.reasoning_content \| string %}\n {%- endif %}\n {%- elif message.thinking is defined and message.thinking is not none %}\n {%- if message.thinking is string %}\n {%- set _explicit_reasoning = message.thinking %}\n {%- else %}\n {%- set _explicit_reasoning = message.thinking \| string %}\n {%- endif %}\n {%- elif message.reasoning is defined and message.reasoning is not none %}\n {%- if message.reasoning is string %}\n {%- set _explicit_reasoning = message.reasoning %}\n {%- else %}\n {%- set _explicit_reasoning = message.reasoning \| string %}\n {%- endif %}\n {%- endif %}\n {%- if _explicit_reasoning %}\n {%- set _lead_end = '' %}\n {%- if content.startswith('<think>') and '</think>' in content %}\n {%- set _lead_end = '</think>' %}\n {%- elif content.startswith('<thinking>') and '</thinking>' in content %}\n {%- set _lead_end = '</thinking>' %}\n {%- elif content.startswith('</think>') %}\n {%- set _lead_end = '</think>' %}\n {%- elif content.startswith('</thinking>') %}\n {%- set _lead_end = '</thinking>' %}\n {%- endif %}\n {%- if _lead_end %}\n {%- set content = content.split(_lead_end)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- set reasoning_content = _explicit_reasoning %}\n {%- else %}\n {%- set _think_end = '' %}\n {%- if content.startswith('</think>') %}\n {%- set _think_end = '</think>' %}\n {%- elif content.startswith('</thinking>') %}\n {%- set _think_end = '</thinking>' %}\n {%- elif '\\n</think>' in content %}\n {%- set _think_end = '\\n</think>' %}\n {%- elif '\\n</thinking>' in content %}\n {%- set _think_end = '\\n</thinking>' %}\n {%- elif '\\n</ think>' in content %}\n {%- set _think_end = '\\n</ think>' %}\n {%- elif '\\n</think >' in content %}\n {%- set _think_end = '\\n</think >' %}\n {%- elif content.startswith('<think>') and '</think>' in content %}\n {%- set _think_end = '</think>' %}\n {%- elif content.startswith('<thinking>') and '</thinking>' in content %}\n {%- set _think_end = '</thinking>' %}\n {%- endif %}\n {%- if _think_end %}\n {%- if 'thinking' in _think_end %}\n {%- set _think_start = '<thinking>' %}\n {%- else %}\n {%- set _think_start = '<think>' %}\n {%- endif %}\n {%- set reasoning_content = content.split(_think_end)[0].rstrip('\\n') %}\n {%- if _think_start in reasoning_content %}\n {%- set reasoning_content = reasoning_content.split(_think_start)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- set content = content.split(_think_end)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- set reasoning_content = reasoning_content \| trim %}\n {%- if (_preserve_thinking or loop.index0 > ns.last_query_index) %}\n {{- '<\|im_start\|>assistant\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n {%- else %}\n {{- '<\|im_start\|>assistant\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls is defined and message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined and tool_call.function is not none %}\n {%- set tc = tool_call.function %}\n {%- else %}\n {%- set tc = tool_call %}\n {%- endif %}\n {%- set tc_name = tc.name if (tc.name is defined and tc.name is not none) else '' %}\n {%- if _tool_format == 'json' %}\n {%- if loop.first %}\n {%- if content \| trim %}\n {{- '\\n\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n' }}\n {%- endif %}\n {%- set _args = '{}' %}\n {%- if tc.arguments is defined and tc.arguments is not none %}\n {%- if tc.arguments is mapping %}\n {%- set _args = tc.arguments \| tojson %}\n {%- elif tc.arguments is string %}\n {%- if tc.arguments %}\n {%- set _args = tc.arguments %}\n {%- endif %}\n {%- else %}\n {%- set _args = tc.arguments \| tojson %}\n {%- endif %}\n {%- endif %}\n {{- '<tool_call>\\n{\"name\": ' }}{{- tc_name \| tojson }}{{- ', \"arguments\": ' }}{{- _args }}{{- '}\\n</tool_call>' }}\n {%- else %}\n {%- if loop.first %}\n {%- if content \| trim %}\n {{- '\\n\\n<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- else %}\n {{- '<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- endif %}\n {%- if tc.arguments is defined and tc.arguments is not none %}\n {%- if tc.arguments is mapping %}\n {%- for args_name, args_value in tc.arguments.items() %}\n {{- '<parameter=' + args_name + '>\\n' }}\n {%- if args_value is string %}\n {%- set _av = args_value %}\n {%- else %}\n {%- set _av = args_value \| tojson %}\n {%- endif %}\n {%- if max_tool_arg_chars > 0 and _av \| length > max_tool_arg_chars %}\n {{- _av[:max_tool_arg_chars] + '\\n[TRUNCATED - original length ' ~ (_av \| length \| string) ~ ' chars]' }}\n {%- else %}\n {{- _av }}\n {%- endif %}\n {{- '\\n</parameter>\\n' }}\n {%- endfor %}\n {%- else %}\n {%- if tc.arguments is string %}\n {%- set _raw_args = tc.arguments %}\n {%- else %}\n {%- set _raw_args = tc.arguments \| tojson %}\n {%- endif %}\n {%- if _raw_args %}\n {%- if max_tool_arg_chars > 0 and _raw_args \| length > max_tool_arg_chars %}\n {{- _raw_args[:max_tool_arg_chars] + '\\n[TRUNCATED - original length ' ~ (_raw_args \| length \| string) ~ ' chars]' }}\n {%- else %}\n {{- _raw_args }}\n {%- endif %}\n {%- endif %}\n {%- endif %}\n {%- endif %}\n {{- '</function>\\n</tool_call>' }}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {{- '<\|im_end\|>\\n' }}\n {%- elif message.role == 'tool' %}\n {%- set _content_lower = content \| lower %}\n {%- set _content_head = _content_lower[:120] %}\n {%- set _is_code_or_grep = ('throw new ' in _content_lower or 'throw error' in _content_lower or 'console.error' in _content_lower or 'logger.error' in _content_lower or 'logging.error' in _content_lower or 'import ' in _content_head or 'def ' in _content_head or 'function ' in _content_head) %}\n {%- set _exit_code_zero = ('exit code: 0' in _content_head or 'process exited with code 0' in _content_head) %}\n {%- set _error_field_ok = ('\"error\": null' in _content_head or '\"error\":null' in _content_head or '\"error\": false' in _content_head or '\"error\":false' in _content_head or '\"error\": \"\"' in _content_head or '\"error\":\"\"' in _content_head) %}\n {%- set _strong_error = (('\"error\":' in _content_head and not _error_field_ok) or '\"status\": \"error\"' in _content_head or '\"status\":\"error\"' in _content_head or 'traceback (most recent call last):' in _content_head or 'command not found' in _content_head or 'invalid syntax' in _content_head or 'fatal:' in _content_head or (('exit code: ' in _content_head or 'process exited with code' in _content_head) and not _exit_code_zero) or _content_head.startswith('exception:') or _content_head.startswith('failed to ')) %}\n {%- set _weak_error = ('error:' in _content_head or 'err!' in _content_head) %}\n {%- set _weak_suppressed = ('$ ' in _content_head or 'took ' in _content_head or content \| length >= 600) %}\n {%- if not _is_code_or_grep and (_strong_error or (_weak_error and not _weak_suppressed)) %}\n {%- set ns2.consecutive_failures = ns2.consecutive_failures + 1 %}\n {%- else %}\n {%- set ns2.consecutive_failures = 0 %}\n {%- endif %}\n {%- if ns2.prev_role != 'tool' %}\n {{- '<\|im_start\|>user' }}\n {%- endif %}\n {%- if _tool_format != 'json' and max_tool_response_chars > 0 and content \| length > max_tool_response_chars %}\n {%- set content = content[:max_tool_response_chars] + '\\n[TRUNCATED - original length ' ~ (content \| length \| string) ~ ' chars]' %}\n {%- endif %}\n {{- '\\n<tool_response>\\n' + content }}\n {%- if ns2.consecutive_failures >= 2 %}\n {{- '\\n\\n⚠️ SYSTEM WARNING: ' ~ ns2.consecutive_failures ~ ' consecutive tool errors detected. Your previous approach is incorrect. You MUST use a fundamentally different approach or corrected arguments.' }}\n {%- elif ns2.consecutive_failures == 1 %}\n {{- '\\n\\n⚠️ SYSTEM WARNING: The previous tool call returned an error. Diagnose the failure and retry with completely corrected arguments.' }}\n {%- endif %}\n {{- '\\n</tool_response>' }}\n {%- if loop.last %}\n {{- '<\|im_end\|>\\n' }}\n {%- else %}\n {%- set _next_role = _msgs[loop.index0 + 1].role %}\n {%- if _next_role != 'tool' %}\n {{- '<\|im_end\|>\\n' }}\n {%- endif %}\n {%- endif %}\n {%- else %}\n {{- '<\|im_start\|>user\\n[' + message.role + ']: ' + content + '<\|im_end\|>\\n' }}\n {%- endif %}\n {%- set ns2.prev_role = message.role %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<\|im_start\|>assistant\\n' }}\n {%- if not ns_state.thinking %}\n {{- '<think>\\n\\n</think>\\n\\n' }}\n {%- else %}\n {{- '<think>\\n' }}\n {%- endif %}\n{%- endif %}", "model_type": "qwen3_5", "tokenizer_config": { "bos_token": null, "chat_template": "{%- set template_version = \"darkc0de_xortron_JAX_testing.v14\" %}\n{%- set _tool_format = tool_call_format if tool_call_format is defined else 'xml' %}\n{%- set image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\n{%- set add_vision_id = add_vision_id if add_vision_id is defined else false %}\n{%- set enable_thinking = enable_thinking if enable_thinking is defined else true %}\n{%- set auto_disable_thinking_with_tools = auto_disable_thinking_with_tools if auto_disable_thinking_with_tools is defined else false %}\n{%- if preserve_reasoning is defined and preserve_reasoning is not none %}\n {%- set _preserve_thinking = preserve_reasoning %}\n{%- elif preserve_thinking is defined and preserve_thinking is not none %}\n {%- set _preserve_thinking = preserve_thinking %}\n{%- else %}\n {%- set _preserve_thinking = true %}\n{%- endif %}\n{%- set max_tool_arg_chars = max_tool_arg_chars if max_tool_arg_chars is defined else 0 %}\n{%- set max_tool_response_chars = max_tool_response_chars if max_tool_response_chars is defined else 0 %}\n{%- set _default_reasoning_effort = 'medium' %}\n{%- set _has_tools = (tools is defined and tools and tools is iterable and tools is not mapping) %}\n{%- set _effort_raw = (reasoning_effort \| string \| lower) if reasoning_effort is defined and reasoning_effort is not none else _default_reasoning_effort %}\n{%- set _initial_thinking = enable_thinking %}\n{%- if _effort_raw in ('none', 'off') %}\n {%- set _initial_thinking = false %}\n {%- set _initial_effort = 'medium' %}\n{%- elif _effort_raw in ('minimal', 'low') %}\n {%- set _initial_effort = 'low' %}\n{%- elif _effort_raw in ('high', 'xhigh', 'max', 'ultracode', 'extreme') %}\n {%- set _initial_effort = 'xhigh' %}\n{%- else %}\n {%- set _initial_effort = 'medium' %}\n{%- endif %}\n{%- set ns_state = namespace(thinking=_initial_thinking, effort=_initial_effort) %}\n{%- if auto_disable_thinking_with_tools and _has_tools %}\n {%- set ns_state.thinking = false %}\n{%- endif %}\n{%- for msg in messages %}\n {%- if msg.role == 'system' or msg.role == 'developer' or msg.role == 'user' %}\n {%- if msg.content is string %}\n {%- if '<\|think_off\|>' in msg.content %}\n {%- set ns_state.thinking = false %}\n {%- elif '<\|think_on\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- elif '<\|think_xhigh\|>' in msg.content or '<\|think_high\|>' in msg.content or '<\|think_ultracode\|>' in msg.content or '<\|think_extreme\|>' in msg.content or '<\|think_max\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'xhigh' %}\n {%- elif '<\|think_low\|>' in msg.content or '<\|think_minimal\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'low' %}\n {%- elif '<\|think_medium\|>' in msg.content %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'medium' %}\n {%- endif %}\n {%- elif msg.content is iterable and msg.content is not mapping %}\n {%- for item in msg.content %}\n {%- if item is string %}\n {%- set _item_text = item %}\n {%- elif item is mapping and 'text' in item and item.text is string %}\n {%- set _item_text = item.text %}\n {%- else %}\n {%- set _item_text = '' %}\n {%- endif %}\n {%- if _item_text %}\n {%- if '<\|think_off\|>' in _item_text %}\n {%- set ns_state.thinking = false %}\n {%- elif '<\|think_on\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- elif '<\|think_xhigh\|>' in _item_text or '<\|think_high\|>' in _item_text or '<\|think_ultracode\|>' in _item_text or '<\|think_extreme\|>' in _item_text or '<\|think_max\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'xhigh' %}\n {%- elif '<\|think_low\|>' in _item_text or '<\|think_minimal\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'low' %}\n {%- elif '<\|think_medium\|>' in _item_text %}\n {%- set ns_state.thinking = true %}\n {%- set ns_state.effort = 'medium' %}\n {%- endif %}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- set reasoning_instructions = '' %}\n{%- if ns_state.thinking %}\n {%- if ns_state.effort == 'xhigh' %}\n {%- set reasoning_instructions = 'Reasoning effort is set to xhigh. Please think carefully through the task, validate key assumptions, consider plausible alternatives, and prioritize correctness, consistency, and clarity in the final answer.' %}\n {%- elif ns_state.effort == 'low' %}\n {%- set reasoning_instructions = 'Reasoning effort is set to low. Keep your thinking brief and focused, moving directly to the conclusion without unnecessary elaboration.' %}\n {%- endif %}\n{%- endif %}\n{%- macro render_content(content, do_vision_count, is_system_content=false) %}\n {%- if content is string %}\n {{- content }}\n {%- elif content is iterable and content is not mapping %}\n {%- for item in content %}\n {%- if item is mapping %}\n {%- if item.type == 'image' or 'image' in item or 'image_url' in item %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain images.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set image_count.value = image_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Picture ' ~ image_count.value ~ ': ' }}\n {%- endif %}\n {{- '<\|vision_start\|><\|image_pad\|><\|vision_end\|>' }}\n {%- elif item.type == 'video' or 'video' in item %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain videos.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set video_count.value = video_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Video ' ~ video_count.value ~ ': ' }}\n {%- endif %}\n {{- '<\|vision_start\|><\|video_pad\|><\|vision_end\|>' }}\n {%- elif 'text' in item %}\n {{- item.text }}\n {%- else %}\n {{- raise_exception('Unexpected item type in content.') }}\n {%- endif %}\n {%- else %}\n {{- item \| string }}\n {%- endif %}\n {%- endfor %}\n {%- elif content is none or content is undefined %}\n {{- '' }}\n {%- else %}\n {{- raise_exception('Unexpected content type.') }}\n {%- endif %}\n{%- endmacro %}\n{%- if not messages %}\n {{- raise_exception('No messages provided.') }}\n{%- endif %}\n{%- set head = namespace(count=0, seen_non_system=false) %}\n{%- for message in messages %}\n {%- set _is_sys = (message.role == 'system' or message.role == 'developer') %}\n {%- if _is_sys and not head.seen_non_system %}\n {%- set head.count = head.count + 1 %}\n {%- else %}\n {%- set head.seen_non_system = true %}\n {%- endif %}\n{%- endfor %}\n{%- set sys_state = namespace(content='') %}\n{%- for message in messages[:head.count] %}\n {%- set _part = render_content(message.content, false, true) \| trim %}\n {%- if '<\|think_off\|>' in _part %}{%- set _part = _part.split('<\|think_off\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_on\|>' in _part %}{%- set _part = _part.split('<\|think_on\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_xhigh\|>' in _part %}{%- set _part = _part.split('<\|think_xhigh\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_high\|>' in _part %}{%- set _part = _part.split('<\|think_high\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_ultracode\|>' in _part %}{%- set _part = _part.split('<\|think_ultracode\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_extreme\|>' in _part %}{%- set _part = _part.split('<\|think_extreme\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_max\|>' in _part %}{%- set _part = _part.split('<\|think_max\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_medium\|>' in _part %}{%- set _part = _part.split('<\|think_medium\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_low\|>' in _part %}{%- set _part = _part.split('<\|think_low\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_minimal\|>' in _part %}{%- set _part = _part.split('<\|think_minimal\|>') \| join('') \| trim %}{%- endif %}\n {%- if _part %}\n {%- if sys_state.content %}\n {%- set sys_state.content = sys_state.content ~ '\\n\\n' ~ _part %}\n {%- else %}\n {%- set sys_state.content = _part %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- set _sc = sys_state.content %}\n{%- set _msgs = messages[head.count:] %}\n{%- if _has_tools %}\n {{- '<\|im_start\|>system\\n' }}\n {%- if reasoning_instructions %}\n {{- reasoning_instructions + '\\n\\n' }}\n {%- endif %}\n {{- '# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>' }}\n {%- for tool in tools %}\n {{- '\\n' }}\n {{- tool \| tojson }}\n {%- endfor %}\n {{- '\\n</tools>' }}\n {%- if _tool_format == 'json' %}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<think>\\nBrief explanation of tool call\\n</think>\\n<tool_call>\\n{\"name\": \"example_function_name\", \"arguments\": {\"example_parameter_1\": \"value_1\", \"example_parameter_2\": \"This is the value for the second parameter\"}}\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- You can use the <think></think> block to plan your next tool call OR to synthesize data and formulate your final response to the user.\\n- ALL explanation and reasoning MUST be placed strictly inside the <think></think> block.\\n- Function calls MUST follow the specified format: a single JSON object with \"name\" and \"arguments\" keys inside <tool_call></tool_call> XML tags.\\n- If you choose to call a tool, you MUST output the <tool_call> block IMMEDIATELY after thinking, with NO conversational text before it.\\n- The <tool_call> tag MUST be at the very beginning of a new line, with NO spaces or indentation before it.\\n- To call multiple functions, output a separate, completely closed <tool_call></tool_call> block for EACH function. Do NOT nest <tool_call> blocks.\\n- If you have all necessary data, provide your final answer directly to the user without any tool call.\\n</IMPORTANT>' }}\n {%- else %}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<think>\\nBrief explanation of tool call\\n</think>\\n<tool_call>\\n<function=example_function_name>\\n<parameter=example_parameter_1>\\nvalue_1\\n</parameter>\\n<parameter=example_parameter_2>\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n</parameter>\\n</function>\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- You can use the <think></think> block to plan your next tool call OR to synthesize data and formulate your final response to the user.\\n- ALL explanation and reasoning MUST be placed strictly inside the <think></think> block.\\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags.\\n- If you choose to call a tool, you MUST output the <tool_call> block IMMEDIATELY after thinking, with NO conversational text before it.\\n- The <tool_call> and <function> tags MUST be at the very beginning of a new line, with NO spaces or indentation before them.\\n- To call multiple functions, output a separate, completely closed <tool_call></tool_call> block for EACH function. Do NOT nest <tool_call> blocks.\\n- If you have all necessary data, provide your final answer directly to the user without any tool call.\\n</IMPORTANT>' }}\n {%- endif %}\n {%- if _sc %}\n {{- '\\n\\n' + _sc }}\n {%- endif %}\n {{- '<\|im_end\|>\\n' }}\n{%- else %}\n {%- if _sc %}\n {{- '<\|im_start\|>system\\n' + (reasoning_instructions + '\\n\\n' if reasoning_instructions else '') + _sc + '<\|im_end\|>\\n' }}\n {%- elif reasoning_instructions %}\n {{- '<\|im_start\|>system\\n' + reasoning_instructions + '<\|im_end\|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set _last_idx = _msgs \| length - 1 %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=_last_idx) %}\n{%- for message in _msgs[::-1] %}\n {%- set index = (_msgs \| length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == 'user' %}\n {%- set _rc = render_content(message.content, false) \| trim %}\n {%- if not (_rc.startswith('<tool_response>') and _rc.endswith('</tool_response>')) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if ns.multi_step_tool %}\n {%- if _last_idx > 50 %}\n {%- set ns.last_query_index = _last_idx %}\n {%- else %}\n {%- set ns.last_query_index = 0 %}\n {%- endif %}\n{%- endif %}\n{%- set ns2 = namespace(prev_role='', consecutive_failures=0) %}\n{%- for message in _msgs %}\n {%- set is_system = (message.role == \"system\" or message.role == \"developer\") %}\n {%- set content = render_content(message.content, true, is_system) \| trim %}\n {%- if is_system or message.role == 'user' %}\n {%- if '<\|think_off\|>' in content %}{%- set content = content.split('<\|think_off\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_on\|>' in content %}{%- set content = content.split('<\|think_on\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_xhigh\|>' in content %}{%- set content = content.split('<\|think_xhigh\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_high\|>' in content %}{%- set content = content.split('<\|think_high\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_ultracode\|>' in content %}{%- set content = content.split('<\|think_ultracode\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_extreme\|>' in content %}{%- set content = content.split('<\|think_extreme\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_max\|>' in content %}{%- set content = content.split('<\|think_max\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_medium\|>' in content %}{%- set content = content.split('<\|think_medium\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_low\|>' in content %}{%- set content = content.split('<\|think_low\|>') \| join('') \| trim %}{%- endif %}\n {%- if '<\|think_minimal\|>' in content %}{%- set content = content.split('<\|think_minimal\|>') \| join('') \| trim %}{%- endif %}\n {%- endif %}\n {%- if is_system %}\n {{- '<\|im_start\|>system\\n' + content + '<\|im_end\|>\\n' }}\n {%- elif message.role == 'user' %}\n {%- set ns2.consecutive_failures = 0 %}\n {{- '<\|im_start\|>user\\n' + content + '<\|im_end\|>\\n' }}\n {%- elif message.role == 'assistant' %}\n {%- set reasoning_content = '' %}\n {%- set _explicit_reasoning = '' %}\n {%- if message.reasoning_content is defined and message.reasoning_content is not none %}\n {%- if message.reasoning_content is string %}\n {%- set _explicit_reasoning = message.reasoning_content %}\n {%- else %}\n {%- set _explicit_reasoning = message.reasoning_content \| string %}\n {%- endif %}\n {%- elif message.thinking is defined and message.thinking is not none %}\n {%- if message.thinking is string %}\n {%- set _explicit_reasoning = message.thinking %}\n {%- else %}\n {%- set _explicit_reasoning = message.thinking \| string %}\n {%- endif %}\n {%- elif message.reasoning is defined and message.reasoning is not none %}\n {%- if message.reasoning is string %}\n {%- set _explicit_reasoning = message.reasoning %}\n {%- else %}\n {%- set _explicit_reasoning = message.reasoning \| string %}\n {%- endif %}\n {%- endif %}\n {%- if _explicit_reasoning %}\n {%- set _lead_end = '' %}\n {%- if content.startswith('<think>') and '</think>' in content %}\n {%- set _lead_end = '</think>' %}\n {%- elif content.startswith('<thinking>') and '</thinking>' in content %}\n {%- set _lead_end = '</thinking>' %}\n {%- elif content.startswith('</think>') %}\n {%- set _lead_end = '</think>' %}\n {%- elif content.startswith('</thinking>') %}\n {%- set _lead_end = '</thinking>' %}\n {%- endif %}\n {%- if _lead_end %}\n {%- set content = content.split(_lead_end)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- set reasoning_content = _explicit_reasoning %}\n {%- else %}\n {%- set _think_end = '' %}\n {%- if content.startswith('</think>') %}\n {%- set _think_end = '</think>' %}\n {%- elif content.startswith('</thinking>') %}\n {%- set _think_end = '</thinking>' %}\n {%- elif '\\n</think>' in content %}\n {%- set _think_end = '\\n</think>' %}\n {%- elif '\\n</thinking>' in content %}\n {%- set _think_end = '\\n</thinking>' %}\n {%- elif '\\n</ think>' in content %}\n {%- set _think_end = '\\n</ think>' %}\n {%- elif '\\n</think >' in content %}\n {%- set _think_end = '\\n</think >' %}\n {%- elif content.startswith('<think>') and '</think>' in content %}\n {%- set _think_end = '</think>' %}\n {%- elif content.startswith('<thinking>') and '</thinking>' in content %}\n {%- set _think_end = '</thinking>' %}\n {%- endif %}\n {%- if _think_end %}\n {%- if 'thinking' in _think_end %}\n {%- set _think_start = '<thinking>' %}\n {%- else %}\n {%- set _think_start = '<think>' %}\n {%- endif %}\n {%- set reasoning_content = content.split(_think_end)[0].rstrip('\\n') %}\n {%- if _think_start in reasoning_content %}\n {%- set reasoning_content = reasoning_content.split(_think_start)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- set content = content.split(_think_end)[-1].lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- set reasoning_content = reasoning_content \| trim %}\n {%- if (_preserve_thinking or loop.index0 > ns.last_query_index) %}\n {{- '<\|im_start\|>assistant\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n {%- else %}\n {{- '<\|im_start\|>assistant\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls is defined and message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined and tool_call.function is not none %}\n {%- set tc = tool_call.function %}\n {%- else %}\n {%- set tc = tool_call %}\n {%- endif %}\n {%- set tc_name = tc.name if (tc.name is defined and tc.name is not none) else '' %}\n {%- if _tool_format == 'json' %}\n {%- if loop.first %}\n {%- if content \| trim %}\n {{- '\\n\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n' }}\n {%- endif %}\n {%- set _args = '{}' %}\n {%- if tc.arguments is defined and tc.arguments is not none %}\n {%- if tc.arguments is mapping %}\n {%- set _args = tc.arguments \| tojson %}\n {%- elif tc.arguments is string %}\n {%- if tc.arguments %}\n {%- set _args = tc.arguments %}\n {%- endif %}\n {%- else %}\n {%- set _args = tc.arguments \| tojson %}\n {%- endif %}\n {%- endif %}\n {{- '<tool_call>\\n{\"name\": ' }}{{- tc_name \| tojson }}{{- ', \"arguments\": ' }}{{- _args }}{{- '}\\n</tool_call>' }}\n {%- else %}\n {%- if loop.first %}\n {%- if content \| trim %}\n {{- '\\n\\n<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- else %}\n {{- '<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n<tool_call>\\n<function=' + tc_name + '>\\n' }}\n {%- endif %}\n {%- if tc.arguments is defined and tc.arguments is not none %}\n {%- if tc.arguments is mapping %}\n {%- for args_name, args_value in tc.arguments.items() %}\n {{- '<parameter=' + args_name + '>\\n' }}\n {%- if args_value is string %}\n {%- set _av = args_value %}\n {%- else %}\n {%- set _av = args_value \| tojson %}\n {%- endif %}\n {%- if max_tool_arg_chars > 0 and _av \| length > max_tool_arg_chars %}\n {{- _av[:max_tool_arg_chars] + '\\n[TRUNCATED - original length ' ~ (_av \| length \| string) ~ ' chars]' }}\n {%- else %}\n {{- _av }}\n {%- endif %}\n {{- '\\n</parameter>\\n' }}\n {%- endfor %}\n {%- else %}\n {%- if tc.arguments is string %}\n {%- set _raw_args = tc.arguments %}\n {%- else %}\n {%- set _raw_args = tc.arguments \| tojson %}\n {%- endif %}\n {%- if _raw_args %}\n {%- if max_tool_arg_chars > 0 and _raw_args \| length > max_tool_arg_chars %}\n {{- _raw_args[:max_tool_arg_chars] + '\\n[TRUNCATED - original length ' ~ (_raw_args \| length \| string) ~ ' chars]' }}\n {%- else %}\n {{- _raw_args }}\n {%- endif %}\n {%- endif %}\n {%- endif %}\n {%- endif %}\n {{- '</function>\\n</tool_call>' }}\n {%- endif %}\n {%- endfor %}\n {%- endif %}\n {{- '<\|im_end\|>\\n' }}\n {%- elif message.role == 'tool' %}\n {%- set _content_lower = content \| lower %}\n {%- set _content_head = _content_lower[:120] %}\n {%- set _is_code_or_grep = ('throw new ' in _content_lower or 'throw error' in _content_lower or 'console.error' in _content_lower or 'logger.error' in _content_lower or 'logging.error' in _content_lower or 'import ' in _content_head or 'def ' in _content_head or 'function ' in _content_head) %}\n {%- set _exit_code_zero = ('exit code: 0' in _content_head or 'process exited with code 0' in _content_head) %}\n {%- set _error_field_ok = ('\"error\": null' in _content_head or '\"error\":null' in _content_head or '\"error\": false' in _content_head or '\"error\":false' in _content_head or '\"error\": \"\"' in _content_head or '\"error\":\"\"' in _content_head) %}\n {%- set _strong_error = (('\"error\":' in _content_head and not _error_field_ok) or '\"status\": \"error\"' in _content_head or '\"status\":\"error\"' in _content_head or 'traceback (most recent call last):' in _content_head or 'command not found' in _content_head or 'invalid syntax' in _content_head or 'fatal:' in _content_head or (('exit code: ' in _content_head or 'process exited with code' in _content_head) and not _exit_code_zero) or _content_head.startswith('exception:') or _content_head.startswith('failed to ')) %}\n {%- set _weak_error = ('error:' in _content_head or 'err!' in _content_head) %}\n {%- set _weak_suppressed = ('$ ' in _content_head or 'took ' in _content_head or content \| length >= 600) %}\n {%- if not _is_code_or_grep and (_strong_error or (_weak_error and not _weak_suppressed)) %}\n {%- set ns2.consecutive_failures = ns2.consecutive_failures + 1 %}\n {%- else %}\n {%- set ns2.consecutive_failures = 0 %}\n {%- endif %}\n {%- if ns2.prev_role != 'tool' %}\n {{- '<\|im_start\|>user' }}\n {%- endif %}\n {%- if _tool_format != 'json' and max_tool_response_chars > 0 and content \| length > max_tool_response_chars %}\n {%- set content = content[:max_tool_response_chars] + '\\n[TRUNCATED - original length ' ~ (content \| length \| string) ~ ' chars]' %}\n {%- endif %}\n {{- '\\n<tool_response>\\n' + content }}\n {%- if ns2.consecutive_failures >= 2 %}\n {{- '\\n\\n⚠️ SYSTEM WARNING: ' ~ ns2.consecutive_failures ~ ' consecutive tool errors detected. Your previous approach is incorrect. You MUST use a fundamentally different approach or corrected arguments.' }}\n {%- elif ns2.consecutive_failures == 1 %}\n {{- '\\n\\n⚠️ SYSTEM WARNING: The previous tool call returned an error. Diagnose the failure and retry with completely corrected arguments.' }}\n {%- endif %}\n {{- '\\n</tool_response>' }}\n {%- if loop.last %}\n {{- '<\|im_end\|>\\n' }}\n {%- else %}\n {%- set _next_role = _msgs[loop.index0 + 1].role %}\n {%- if _next_role != 'tool' %}\n {{- '<\|im_end\|>\\n' }}\n {%- endif %}\n {%- endif %}\n {%- else %}\n {{- '<\|im_start\|>user\\n[' + message.role + ']: ' + content + '<\|im_end\|>\\n' }}\n {%- endif %}\n {%- set ns2.prev_role = message.role %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<\|im_start\|>assistant\\n' }}\n {%- if not ns_state.thinking %}\n {{- '<think>\\n\\n</think>\\n\\n' }}\n {%- else %}\n {{- '<think>\\n' }}\n {%- endif %}\n{%- endif %}", "eos_token": "<\|im_end\|>", "pad_token": "<\|endoftext\|>", "unk_token": null } }, "createdAt": "2026-09-01T21:39:36.000Z", "disabled": false, "downloads": 3007, "gated": false, "id": "darkc0de/JAX-XORTRON", "inference": "warm", "lastModified": "2026-09-06T18:57:04.000Z", "library_name": "transformers", "likes": 4, "model-index": null, "modelId": "darkc0de/JAX-XORTRON", "pipeline_tag": "image-text-to-text", "private": false, "safetensors": { "parameters": { "BF16": 27781427952 }, "total": 27356728560 }, "sha": "93b4732e65fef44adb763050a05912197d2cf9e4", "siblings": [ { "rfilename": ".gitattributes" }, { "rfilename": "README.md" }, { "rfilename": "chat_template.jinja" }, { "rfilename": "config.json" }, { "rfilename": "generation_config.json" }, { "rfilename": "model-00001-of-00012.safetensors" }, { "rfilename": "model-00002-of-00012.safetensors" }, { "rfilename": "model-00003-of-00012.safetensors" }, { "rfilename": "model-00004-of-00012.safetensors" }, { "rfilename": "model-00005-of-00012.safetensors" }, { "rfilename": "model-00006-of-00012.safetensors" }, { "rfilename": "model-00007-of-00012.safetensors" }, { "rfilename": "model-00008-of-00012.safetensors" }, { "rfilename": "model-00009-of-00012.safetensors" }, { "rfilename": "model-00010-of-00012.safetensors" }, { "rfilename": "model-00011-of-00012.safetensors" }, { "rfilename": "model-00012-of-00012.safetensors" }, { "rfilename": "model-auxiliary.safetensors" }, { "rfilename": "model.safetensors.index.json" }, { "rfilename": "processor_config.json" }, { "rfilename": "tokenizer.json" }, { "rfilename": "tokenizer_config.json" } ], "spaces": [], "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "text-generation-inference", "unsloth", "uncensored", "harmful", "xortron", "heretic", "abliterated", "toxic", "experimental", "conversational", "en", "dataset:darkc0de/XORTRON-RESTRICTED-RESEARCH-SFT", "base_model:Qwen/Qwen3.8-27B", "base_model:finetune:Qwen/Qwen3.8-27B", "license:cc-by-nc-nd-4.0", "endpoints_compatible", "region:us" ], "transformersInfo": { "auto_model": "AutoModelForMultimodalLM", "pipeline_tag": "image-text-to-text", "processor": "AutoProcessor" }, "usedStorage": 55582996485, "widgetData": [ { "text": "Hi, what can you help me with?" }, { "text": "What is 84 * 3 / 2?" }, { "text": "Tell me an interesting fact about the universe!" }, { "text": "Explain quantum computing in simple terms." } ] }	—
Task task	Hugging Face models	image-text-to-text receipt Source Hugging Face models Last answered 2026-10-02 12:06 UTC Original open at the source This source has not kept a receipt for this claim yet. The next update that reads it will.	—

model

darkc0de/JAX-XORTRON zetlyn/models-hf · 2026-09-01	author darkc0de downloads 2952 gated false licence cc-by-nc-nd-4.0 likes 3 task image-text-to-text	source
darkc0de/JAX-XORTRON zetlyn/models-hf · 2026-09-01	author darkc0de downloads 3007 gated false licence cc-by-nc-nd-4.0 likes 4 task image-text-to-text	source

quantisation

mradermacher/JAX-XORTRON-i1-GGUF zetlyn/models-gguf · 2026-09-02	author mradermacher base darkc0de/JAX-XORTRON downloads 2016 licence cc-by-nc-nd-4.0 likes 0	source
mradermacher/JAX-XORTRON-GGUF zetlyn/models-gguf · 2026-09-02	author mradermacher base darkc0de/JAX-XORTRON downloads 1231 licence cc-by-nc-nd-4.0 likes 0	source