Blockway/Agens-Pilot
hf Blockway/Agens-Pilot 2 sources, 4 claims · Watch
What each source says
| Property | Source | Said | Means here |
|---|---|---|---|
| Author author not compared | GGUF quantisations | mradermacherreceipt
What the source handed over{
"_id": "6a944266bbe1653b468db6a1",
"author": "mradermacher",
"cardData": {
"base_model": "Blockway/Agens-Pilot",
"language": [
"yue",
"zh",
"en"
],
"library_name": "transformers",
"license": "apache-2.0",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat"
]
},
"createdAt": "2026-08-30T14:47:02.000Z",
"downloads": 3640,
"gated": false,
"id": "mradermacher/Agens-Pilot-i1-GGUF",
"lastModified": "2026-08-30T16:29:49.000Z",
"library_name": "transformers",
"likes": 1,
"modelId": "mradermacher/Agens-Pilot-i1-GGUF",
"private": false,
"sha": "0481244babd3b535c1c45fd38d20133df5b09045",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Agens-Pilot.i1-IQ1_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ1_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_XXS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_XXS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ4_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q2_K.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q2_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_L.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_0.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_1.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q5_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q5_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q6_K.gguf"
},
{
"rfilename": "Agens-Pilot.imatrix.gguf"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat",
"yue",
"zh",
"en",
"base_model:Blockway/Agens-Pilot",
"base_model:quantized:Blockway/Agens-Pilot",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"imatrix",
"conversational"
]
} | — |
| Author author not compared | Hugging Face models | Blockwayreceipt
This source has not kept a receipt for this claim yet. The next update that reads it will. | — |
| Base base | GGUF quantisations | Blockway/Agens-Pilotreceipt
What the source handed over{
"_id": "6a944266bbe1653b468db6a1",
"author": "mradermacher",
"cardData": {
"base_model": "Blockway/Agens-Pilot",
"language": [
"yue",
"zh",
"en"
],
"library_name": "transformers",
"license": "apache-2.0",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat"
]
},
"createdAt": "2026-08-30T14:47:02.000Z",
"downloads": 3640,
"gated": false,
"id": "mradermacher/Agens-Pilot-i1-GGUF",
"lastModified": "2026-08-30T16:29:49.000Z",
"library_name": "transformers",
"likes": 1,
"modelId": "mradermacher/Agens-Pilot-i1-GGUF",
"private": false,
"sha": "0481244babd3b535c1c45fd38d20133df5b09045",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Agens-Pilot.i1-IQ1_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ1_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_XXS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_XXS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ4_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q2_K.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q2_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_L.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_0.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_1.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q5_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q5_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q6_K.gguf"
},
{
"rfilename": "Agens-Pilot.imatrix.gguf"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat",
"yue",
"zh",
"en",
"base_model:Blockway/Agens-Pilot",
"base_model:quantized:Blockway/Agens-Pilot",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"imatrix",
"conversational"
]
} | — |
| Downloads downloads not compared | GGUF quantisations | 1278receipt
What the source handed over{
"_id": "6a9316540dbe91d7129f8021",
"author": "mradermacher",
"cardData": {
"base_model": "Blockway/Agens-Pilot",
"language": [
"yue",
"zh",
"en"
],
"library_name": "transformers",
"license": "apache-2.0",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat"
]
},
"createdAt": "2026-08-29T17:26:44.000Z",
"downloads": 1278,
"gated": false,
"id": "mradermacher/Agens-Pilot-GGUF",
"lastModified": "2026-08-30T14:49:00.000Z",
"library_name": "transformers",
"likes": 0,
"modelId": "mradermacher/Agens-Pilot-GGUF",
"private": false,
"sha": "a0bd4e4a74b9764e6dc26a2354caa17c298833df",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Agens-Pilot.IQ4_XS.gguf"
},
{
"rfilename": "Agens-Pilot.Q2_K.gguf"
},
{
"rfilename": "Agens-Pilot.Q3_K_L.gguf"
},
{
"rfilename": "Agens-Pilot.Q3_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.Q3_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.Q4_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.Q4_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.Q5_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.Q5_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.Q6_K.gguf"
},
{
"rfilename": "Agens-Pilot.Q8_0.gguf"
},
{
"rfilename": "Agens-Pilot.mmproj-Q8_0.gguf"
},
{
"rfilename": "Agens-Pilot.mmproj-f16.gguf"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat",
"yue",
"zh",
"en",
"base_model:Blockway/Agens-Pilot",
"base_model:quantized:Blockway/Agens-Pilot",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"conversational"
]
} | — |
| Downloads downloads not compared | 3640receipt
What the source handed over{
"_id": "6a944266bbe1653b468db6a1",
"author": "mradermacher",
"cardData": {
"base_model": "Blockway/Agens-Pilot",
"language": [
"yue",
"zh",
"en"
],
"library_name": "transformers",
"license": "apache-2.0",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat"
]
},
"createdAt": "2026-08-30T14:47:02.000Z",
"downloads": 3640,
"gated": false,
"id": "mradermacher/Agens-Pilot-i1-GGUF",
"lastModified": "2026-08-30T16:29:49.000Z",
"library_name": "transformers",
"likes": 1,
"modelId": "mradermacher/Agens-Pilot-i1-GGUF",
"private": false,
"sha": "0481244babd3b535c1c45fd38d20133df5b09045",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Agens-Pilot.i1-IQ1_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ1_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_XXS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_XXS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ4_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q2_K.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q2_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_L.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_0.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_1.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q5_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q5_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q6_K.gguf"
},
{
"rfilename": "Agens-Pilot.imatrix.gguf"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat",
"yue",
"zh",
"en",
"base_model:Blockway/Agens-Pilot",
"base_model:quantized:Blockway/Agens-Pilot",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"imatrix",
"conversational"
]
} | — | |
| Downloads downloads not compared | Hugging Face models | 110receipt
What the source handed over{
"_asked": "Blockway/Agens-Pilot",
"_id": "6a908ee7b9e0c1542484625e",
"author": "Blockway",
"cardData": {
"base_model": "Qwen/Qwen3.8-27B",
"base_model_relation": "finetune",
"language": [
"yue",
"zh",
"en"
],
"library_name": "transformers",
"license": "apache-2.0",
"pipeline_tag": "image-text-to-text",
"tags": [
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat"
]
},
"config": {
"architectures": [
"Qwen3_5ForConditionalGeneration"
],
"chat_template_jinja": "{%- set image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\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 'image' in item or 'image_url' in item or item.type == 'image' %}\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 'video' in item or item.type == 'video' %}\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 {%- 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 reasoning_instructions = '' %}\n{%- if enable_thinking is undefined or enable_thinking is true %}\n {%- set resolved_reasoning_effort = reasoning_effort|default('xhigh') %}\n {%- if resolved_reasoning_effort not in ('xhigh', 'medium', 'low') %}\n {{- raise_exception('Unexpected reasoning effort ' ~ reasoning_effort ~ '. Supported types are xhigh (default), medium, and low.') }}\n {%- endif %}\n {%- if resolved_reasoning_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 resolved_reasoning_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{%- if tools and tools is iterable and tools is not mapping %}\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 {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\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- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\\n- Required parameters MUST be specified\\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\\n</IMPORTANT>' }}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {%- if content %}\n {{- '\\n\\n' + content }}\n {%- endif %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n{%- else %}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {%- if content %}\n {{- '<|im_start|>system\\n' + (reasoning_instructions + '\\n\\n' if reasoning_instructions else '') + content + '<|im_end|>\\n' }}\n {%- elif reasoning_instructions %}\n {{- '<|im_start|>system\\n' + reasoning_instructions + '<|im_end|>\\n' }}\n {%- endif %}\n {%- elif reasoning_instructions %}\n {{- '<|im_start|>system\\n' + reasoning_instructions + '<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n {%- set index = (messages|length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == \"user\" %}\n {%- set content = render_content(message.content, false)|trim %}\n {%- if not(content.startswith('<tool_response>') and content.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 {{- raise_exception('No user query found in messages.') }}\n{%- endif %}\n{%- for message in messages %}\n {%- set content = render_content(message.content, true)|trim %}\n {%- if message.role == \"system\" %}\n {%- if not loop.first %}\n {{- raise_exception('System message must be at the beginning.') }}\n {%- endif %}\n {%- elif message.role == \"user\" %}\n {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {%- set reasoning_content = '' %}\n {%- if message.reasoning_content is string %}\n {%- set reasoning_content = message.reasoning_content %}\n {%- endif %}\n {%- set reasoning_content = reasoning_content|trim %}\n {%- if preserve_thinking is undefined or preserve_thinking is true or loop.index0 > ns.last_query_index %}\n {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- if 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 %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {%- if loop.first %}\n {%- if content|trim %}\n {{- '\\n\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- else %}\n {{- '<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- if tool_call.arguments is defined and tool_call.arguments != '' %}\n {%- for args_name, args_value in tool_call.arguments|items %}\n {{- '<parameter=' + args_name + '>\\n' }}\n {%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}\n {{- args_value }}\n {{- '\\n</parameter>\\n' }}\n {%- endfor %}\n {%- endif %}\n {{- '</function>\\n</tool_call>' }}\n {%- endfor %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if loop.previtem and loop.previtem.role != \"tool\" %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- content }}\n {{- '\\n</tool_response>' }}\n {%- if not loop.last and loop.nextitem.role != \"tool\" %}\n {{- '<|im_end|>\\n' }}\n {%- elif loop.last %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- else %}\n {{- raise_exception('Unexpected message role.') }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n {%- if enable_thinking is defined and enable_thinking is false %}\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 image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\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 'image' in item or 'image_url' in item or item.type == 'image' %}\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 'video' in item or item.type == 'video' %}\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 {%- 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 reasoning_instructions = '' %}\n{%- if enable_thinking is undefined or enable_thinking is true %}\n {%- set resolved_reasoning_effort = reasoning_effort|default('xhigh') %}\n {%- if resolved_reasoning_effort not in ('xhigh', 'medium', 'low') %}\n {{- raise_exception('Unexpected reasoning effort ' ~ reasoning_effort ~ '. Supported types are xhigh (default), medium, and low.') }}\n {%- endif %}\n {%- if resolved_reasoning_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 resolved_reasoning_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{%- if tools and tools is iterable and tools is not mapping %}\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 {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\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- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\\n- Required parameters MUST be specified\\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\\n</IMPORTANT>' }}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {%- if content %}\n {{- '\\n\\n' + content }}\n {%- endif %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n{%- else %}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {%- if content %}\n {{- '<|im_start|>system\\n' + (reasoning_instructions + '\\n\\n' if reasoning_instructions else '') + content + '<|im_end|>\\n' }}\n {%- elif reasoning_instructions %}\n {{- '<|im_start|>system\\n' + reasoning_instructions + '<|im_end|>\\n' }}\n {%- endif %}\n {%- elif reasoning_instructions %}\n {{- '<|im_start|>system\\n' + reasoning_instructions + '<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n {%- set index = (messages|length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == \"user\" %}\n {%- set content = render_content(message.content, false)|trim %}\n {%- if not(content.startswith('<tool_response>') and content.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 {{- raise_exception('No user query found in messages.') }}\n{%- endif %}\n{%- for message in messages %}\n {%- set content = render_content(message.content, true)|trim %}\n {%- if message.role == \"system\" %}\n {%- if not loop.first %}\n {{- raise_exception('System message must be at the beginning.') }}\n {%- endif %}\n {%- elif message.role == \"user\" %}\n {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {%- set reasoning_content = '' %}\n {%- if message.reasoning_content is string %}\n {%- set reasoning_content = message.reasoning_content %}\n {%- endif %}\n {%- set reasoning_content = reasoning_content|trim %}\n {%- if preserve_thinking is undefined or preserve_thinking is true or loop.index0 > ns.last_query_index %}\n {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- if 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 %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {%- if loop.first %}\n {%- if content|trim %}\n {{- '\\n\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- else %}\n {{- '<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- if tool_call.arguments is defined and tool_call.arguments != '' %}\n {%- for args_name, args_value in tool_call.arguments|items %}\n {{- '<parameter=' + args_name + '>\\n' }}\n {%- set args_value = args_value | string if args_value is string else args_value | tojson | safe %}\n {{- args_value }}\n {{- '\\n</parameter>\\n' }}\n {%- endfor %}\n {%- endif %}\n {{- '</function>\\n</tool_call>' }}\n {%- endfor %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if loop.previtem and loop.previtem.role != \"tool\" %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- content }}\n {{- '\\n</tool_response>' }}\n {%- if not loop.last and loop.nextitem.role != \"tool\" %}\n {{- '<|im_end|>\\n' }}\n {%- elif loop.last %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- else %}\n {{- raise_exception('Unexpected message role.') }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n {%- if enable_thinking is defined and enable_thinking is false %}\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": "2026-08-27T19:24:23.000Z",
"disabled": false,
"downloads": 110,
"gated": false,
"id": "Blockway/Agens-Pilot",
"lastModified": "2026-09-29T04:23:29.000Z",
"library_name": "transformers",
"likes": 2,
"model-index": null,
"modelId": "Blockway/Agens-Pilot",
"pipeline_tag": "image-text-to-text",
"private": false,
"safetensors": {
"parameters": {
"BF16": 27356728560
},
"total": 27356728560
},
"sha": "93a769235ab92eace3b6d335fd538ae63681f41c",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "LICENSE"
},
{
"rfilename": "NOTICE"
},
{
"rfilename": "README.md"
},
{
"rfilename": "agens-banner.png"
},
{
"rfilename": "chat_template.jinja"
},
{
"rfilename": "config.json"
},
{
"rfilename": "generation_config.json"
},
{
"rfilename": "materials/compare_agens_vs_base/README.md"
},
{
"rfilename": "materials/compare_agens_vs_base/judge_balanced.py"
},
{
"rfilename": "merges.txt"
},
{
"rfilename": "model.safetensors"
},
{
"rfilename": "preprocessor_config.json"
},
{
"rfilename": "tokenizer.json"
},
{
"rfilename": "tokenizer_config.json"
},
{
"rfilename": "video_preprocessor_config.json"
},
{
"rfilename": "vocab.json"
}
],
"spaces": [],
"tags": [
"transformers",
"safetensors",
"qwen3_5",
"image-text-to-text",
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat",
"conversational",
"yue",
"zh",
"en",
"base_model:Qwen/Qwen3.8-27B",
"base_model:finetune:Qwen/Qwen3.8-27B",
"license:apache-2.0",
"endpoints_compatible",
"region:us"
],
"transformersInfo": {
"auto_model": "AutoModelForMultimodalLM",
"pipeline_tag": "image-text-to-text",
"processor": "AutoProcessor"
},
"usedStorage": 54726418232
} | — |
| Downloads downloads not compared | 148receipt
This source has not kept a receipt for this claim yet. The next update that reads it will. | — | |
| Gated gated | Hugging Face models | falsereceipt
This source has not kept a receipt for this claim yet. The next update that reads it will. | — |
| Licence licence | GGUF quantisations | apache-2.0receipt
What the source handed over{
"_id": "6a944266bbe1653b468db6a1",
"author": "mradermacher",
"cardData": {
"base_model": "Blockway/Agens-Pilot",
"language": [
"yue",
"zh",
"en"
],
"library_name": "transformers",
"license": "apache-2.0",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat"
]
},
"createdAt": "2026-08-30T14:47:02.000Z",
"downloads": 3640,
"gated": false,
"id": "mradermacher/Agens-Pilot-i1-GGUF",
"lastModified": "2026-08-30T16:29:49.000Z",
"library_name": "transformers",
"likes": 1,
"modelId": "mradermacher/Agens-Pilot-i1-GGUF",
"private": false,
"sha": "0481244babd3b535c1c45fd38d20133df5b09045",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Agens-Pilot.i1-IQ1_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ1_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_XXS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_XXS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ4_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q2_K.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q2_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_L.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_0.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_1.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q5_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q5_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q6_K.gguf"
},
{
"rfilename": "Agens-Pilot.imatrix.gguf"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat",
"yue",
"zh",
"en",
"base_model:Blockway/Agens-Pilot",
"base_model:quantized:Blockway/Agens-Pilot",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"imatrix",
"conversational"
]
} | — |
| Licence licence | Hugging Face models | apache-2.0receipt
This source has not kept a receipt for this claim yet. The next update that reads it will. | — |
| Likes likes not compared | GGUF quantisations | 0receipt
What the source handed over{
"_id": "6a9316540dbe91d7129f8021",
"author": "mradermacher",
"cardData": {
"base_model": "Blockway/Agens-Pilot",
"language": [
"yue",
"zh",
"en"
],
"library_name": "transformers",
"license": "apache-2.0",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat"
]
},
"createdAt": "2026-08-29T17:26:44.000Z",
"downloads": 1278,
"gated": false,
"id": "mradermacher/Agens-Pilot-GGUF",
"lastModified": "2026-08-30T14:49:00.000Z",
"library_name": "transformers",
"likes": 0,
"modelId": "mradermacher/Agens-Pilot-GGUF",
"private": false,
"sha": "a0bd4e4a74b9764e6dc26a2354caa17c298833df",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Agens-Pilot.IQ4_XS.gguf"
},
{
"rfilename": "Agens-Pilot.Q2_K.gguf"
},
{
"rfilename": "Agens-Pilot.Q3_K_L.gguf"
},
{
"rfilename": "Agens-Pilot.Q3_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.Q3_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.Q4_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.Q4_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.Q5_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.Q5_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.Q6_K.gguf"
},
{
"rfilename": "Agens-Pilot.Q8_0.gguf"
},
{
"rfilename": "Agens-Pilot.mmproj-Q8_0.gguf"
},
{
"rfilename": "Agens-Pilot.mmproj-f16.gguf"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat",
"yue",
"zh",
"en",
"base_model:Blockway/Agens-Pilot",
"base_model:quantized:Blockway/Agens-Pilot",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"conversational"
]
} | — |
| Likes likes not compared | 1receipt
What the source handed over{
"_id": "6a944266bbe1653b468db6a1",
"author": "mradermacher",
"cardData": {
"base_model": "Blockway/Agens-Pilot",
"language": [
"yue",
"zh",
"en"
],
"library_name": "transformers",
"license": "apache-2.0",
"mradermacher": {
"readme_rev": 1
},
"quantized_by": "mradermacher",
"tags": [
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat"
]
},
"createdAt": "2026-08-30T14:47:02.000Z",
"downloads": 3640,
"gated": false,
"id": "mradermacher/Agens-Pilot-i1-GGUF",
"lastModified": "2026-08-30T16:29:49.000Z",
"library_name": "transformers",
"likes": 1,
"modelId": "mradermacher/Agens-Pilot-i1-GGUF",
"private": false,
"sha": "0481244babd3b535c1c45fd38d20133df5b09045",
"siblings": [
{
"rfilename": ".gitattributes"
},
{
"rfilename": "Agens-Pilot.i1-IQ1_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ1_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ2_XXS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ3_XXS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-IQ4_XS.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q2_K.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q2_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_L.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q3_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_0.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_1.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q4_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q5_K_M.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q5_K_S.gguf"
},
{
"rfilename": "Agens-Pilot.i1-Q6_K.gguf"
},
{
"rfilename": "Agens-Pilot.imatrix.gguf"
},
{
"rfilename": "README.md"
}
],
"tags": [
"transformers",
"gguf",
"agens",
"blockway",
"qwen3.8",
"cantonese",
"廣東話",
"hong-kong",
"multimodal",
"vision",
"agent",
"agentic",
"code",
"long-context",
"chat",
"yue",
"zh",
"en",
"base_model:Blockway/Agens-Pilot",
"base_model:quantized:Blockway/Agens-Pilot",
"license:apache-2.0",
"endpoints_compatible",
"region:us",
"imatrix",
"conversational"
]
} | — | |
| Likes likes not compared | Hugging Face models | 2receipt
This source has not kept a receipt for this claim yet. The next update that reads it will. | — |
| Task task | Hugging Face models | image-text-to-textreceipt
This source has not kept a receipt for this claim yet. The next update that reads it will. | — |
model
| Blockway/Agens-Pilot zetlyn/models-hf · 2026-08-27 | author Blockway downloads 148 gated false licence apache-2.0 likes 2 task image-text-to-text | source |
| Blockway/Agens-Pilot zetlyn/models-hf · 2026-08-27 | author Blockway downloads 110 gated false licence apache-2.0 likes 2 task image-text-to-text | source |
quantisation
| mradermacher/Agens-Pilot-i1-GGUF zetlyn/models-gguf · 2026-08-30 | author mradermacher base Blockway/Agens-Pilot downloads 3640 licence apache-2.0 likes 1 | source |
| mradermacher/Agens-Pilot-GGUF zetlyn/models-gguf · 2026-08-29 | author mradermacher base Blockway/Agens-Pilot downloads 1278 licence apache-2.0 likes 0 | source |