Ammonix/AmmonixRCM-Writer-9B

hf Ammonix/AmmonixRCM-Writer-9B 2 sources, 3 claims · Watch

What each source says

PropertySourceSaidMeans here
Author
author
not compared
GGUF quantisationsmradermacher
receipt
Source
GGUF quantisations
Its words
mradermacher
Read by
field:author
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 12:01 UTC
Original
open at the source
What the source handed over
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    "license_name": "ammonix-research-license-1.0",
    "mradermacher": {
      "readme_rev": 1
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    "quantized_by": "mradermacher",
    "tags": [
      "ammonix",
      "rcm",
      "healthcare-claims",
      "lora-merged"
    ]
  },
  "createdAt": "2026-09-22T15:34:07.000Z",
  "downloads": 501,
  "gated": false,
  "id": "mradermacher/AmmonixRCM-Writer-9B-GGUF",
  "lastModified": "2026-09-22T15:47:27.000Z",
  "library_name": "transformers",
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    "license:other",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
—
Author
author
not compared
Hugging Face modelsAmmonix
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 quantisationsAmmonix/AmmonixRCM-Writer-9B
receipt
Source
GGUF quantisations
Its words
Ammonix/AmmonixRCM-Writer-9B
Read by
field:cardData.base_model[]
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 12:01 UTC
Original
open at the source
What the source handed over
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    "license_link": "LICENSE.md",
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    "mradermacher": {
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    "quantized_by": "mradermacher",
    "tags": [
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      "healthcare-claims",
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    "license:other",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
—
Downloads
downloads
not compared
GGUF quantisations501
receipt
Source
GGUF quantisations
Its words
501
Read by
field:downloads
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 12:01 UTC
Original
open at the source
What the source handed over
{
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      "healthcare-claims",
      "lora-merged"
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    "lora-merged",
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    "license:other",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ]
}
—
Downloads
downloads
not compared
Hugging Face models157
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
162
receipt
Source
Hugging Face models
Its words
162
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": "Ammonix/AmmonixRCM-Writer-9B",
  "_id": "6a8ef04158482bb8b9d24d5d",
  "author": "Ammonix",
  "cardData": {
    "base_model": "ornith-ai/Ornith-1.5-9B",
    "library_name": "transformers",
    "license": "other",
    "license_link": "LICENSE.md",
    "license_name": "ammonix-research-license-1.0",
    "pipeline_tag": "text-generation",
    "tags": [
      "ammonix",
      "rcm",
      "healthcare-claims",
      "lora-merged"
    ]
  },
  "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{%- if tools and tools is iterable and tools is not mapping %}\n    {{- '<|im_start|>system\\n' }}\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        {{- '<|im_start|>system\\n' + content + '<|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        {%- else %}\n            {%- if '</think>' in content %}\n                {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n                {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n            {%- endif %}\n        {%- endif %}\n        {%- set reasoning_content = reasoning_content|trim %}\n        {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\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 %}\n                    {%- for args_name, args_value in tool_call.arguments|items %}\n                        {{- '<parameter=' + args_name + '>\\n' }}\n                        {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}\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,
      "eos_token": "<|im_end|>",
      "pad_token": "<|endoftext|>",
      "unk_token": null
    }
  },
  "createdAt": "2026-08-26T13:55:13.000Z",
  "disabled": false,
  "downloads": 162,
  "gated": false,
  "id": "Ammonix/AmmonixRCM-Writer-9B",
  "lastModified": "2026-09-21T14:39:24.000Z",
  "library_name": "transformers",
  "likes": 0,
  "model-index": null,
  "modelId": "Ammonix/AmmonixRCM-Writer-9B",
  "pipeline_tag": "text-generation",
  "private": false,
  "safetensors": {
    "parameters": {
      "BF16": 9409813744
    },
    "total": 9409813744
  },
  "sha": "4d36a1109cf65e6188410964e4de739624ff4188",
  "siblings": [
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    {
      "rfilename": "NOTICE.md"
    },
    {
      "rfilename": "README.md"
    },
    {
      "rfilename": "adapter/adapter_config.json"
    },
    {
      "rfilename": "adapter/adapter_model.safetensors"
    },
    {
      "rfilename": "adapter/chat_template.jinja"
    },
    {
      "rfilename": "adapter/tokenizer.json"
    },
    {
      "rfilename": "adapter/tokenizer_config.json"
    },
    {
      "rfilename": "chat_template.jinja"
    },
    {
      "rfilename": "config.json"
    },
    {
      "rfilename": "generation_config.json"
    },
    {
      "rfilename": "model-00001-of-00004.safetensors"
    },
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      "rfilename": "model-vision.safetensors"
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    {
      "rfilename": "model.safetensors.index.json"
    },
    {
      "rfilename": "preprocessor_config.json"
    },
    {
      "rfilename": "processor_config.json"
    },
    {
      "rfilename": "tokenizer.json"
    },
    {
      "rfilename": "tokenizer_config.json"
    },
    {
      "rfilename": "video_preprocessor_config.json"
    }
  ],
  "spaces": [],
  "tags": [
    "transformers",
    "safetensors",
    "qwen3_5",
    "image-text-to-text",
    "ammonix",
    "rcm",
    "healthcare-claims",
    "lora-merged",
    "text-generation",
    "conversational",
    "base_model:ornith-ai/Ornith-1.5-9B",
    "base_model:finetune:ornith-ai/Ornith-1.5-9B",
    "license:other",
    "endpoints_compatible",
    "region:us"
  ],
  "transformersInfo": {
    "auto_model": "AutoModelForMultimodalLM",
    "pipeline_tag": "image-text-to-text",
    "processor": "AutoProcessor"
  },
  "usedStorage": 19000196581,
  "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 modelsfalse
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 quantisationsother
receipt
Source
GGUF quantisations
Its words
other
Read by
field:cardData.license
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 12:01 UTC
Original
open at the source
What the source handed over
{
  "_id": "6ab29fef01959567810075ea",
  "author": "mradermacher",
  "cardData": {
    "base_model": "Ammonix/AmmonixRCM-Writer-9B",
    "language": [
      "en"
    ],
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}
—
Licence
licence
Hugging Face modelsother
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
GGUF quantisations0
receipt
Source
GGUF quantisations
Its words
0
Read by
field:likes
Said since
2026-09-28 11:46 UTC
Last answered
2026-10-02 12:01 UTC
Original
open at the source
What the source handed over
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    "mradermacher": {
      "readme_rev": 1
    },
    "quantized_by": "mradermacher",
    "tags": [
      "ammonix",
      "rcm",
      "healthcare-claims",
      "lora-merged"
    ]
  },
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  "gated": false,
  "id": "mradermacher/AmmonixRCM-Writer-9B-GGUF",
  "lastModified": "2026-09-22T15:47:27.000Z",
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    "license:other",
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}
—
Likes
likes
Hugging Face models0
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.

—
Task
task
Hugging Face modelstext-generation
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

Ammonix/AmmonixRCM-Writer-9B
zetlyn/models-hf · 2026-08-26
author Ammonix downloads 157 gated false licence other likes 0 task text-generation source
Ammonix/AmmonixRCM-Writer-9B
zetlyn/models-hf · 2026-08-26
author Ammonix downloads 162 gated false licence other likes 0 task text-generation source

quantisation

mradermacher/AmmonixRCM-Writer-9B-GGUF
zetlyn/models-gguf · 2026-09-22
author mradermacher base Ammonix/AmmonixRCM-Writer-9B downloads 501 licence other likes 0 source