second-state/deepseek-r1-distill-qwen-7b-gguf overview

{
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  "card_data": {
    "base_model": "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
    "license": "apache-2.0",
    "license_link": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B/blob/main/LICENSE",
    "model_creator": "deepseek-ai",
    "model_name": "DeepSeek-R1-Distill-Qwen-7B",
    "quantized_by": "Second State Inc.",
    "library_name": "transformers",
    "frontmatter": {
      "base_model": "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
      "license": "apache-2.0",
      "license_link": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B/blob/main/LICENSE",
      "model_creator": "deepseek-ai",
      "model_name": "DeepSeek-R1-Distill-Qwen-7B",
      "quantized_by": "Second State Inc.",
      "library_name": "transformers"
    },
    "hero_image_url": "https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg",
    "summary": "",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nbase_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B\nlicense: apache-2.0\nlicense_link: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B/blob/main/LICENSE\nmodel_creator: deepseek-ai\nmodel_name: DeepSeek-R1-Distill-Qwen-7B\nquantized_by: Second State Inc.\nlibrary_name: transformers\n---\n\n<!-- header start -->\n<!-- 200823 -->\n<div style=\"width: auto; margin-left: auto; margin-right: auto\">\n<img src=\"https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg\" style=\"width: 100%; min-width: 400px; display: block; margin: auto;\">\n</div>\n<hr style=\"margin-top: 1.0em; margin-bottom: 1.0em;\">\n<!-- header end -->\n\n# DeepSeek-R1-Distill-Qwen-7B-GGUF\n\n## Original Model\n\n[deepseek-ai/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B)\n\n## Run with LlamaEdge\n\n- LlamaEdge version: [v0.16.8](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.16.8)\n\n- Prompt template\n\n  - Prompt type: `chatml`\n\n  - Prompt string\n\n    ```text\n    <|im_start|>system\n    {system_message}<|im_end|>\n    <|im_start|>user\n    {prompt}<|im_end|>\n    <|im_start|>assistant\n    ```\n\n- Context size: `128000`\n\n- Run as LlamaEdge service\n\n  ```bash\n  wasmedge --dir .:. --nn-preload default:GGML:AUTO:DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf \\\n    llama-api-server.wasm \\\n    --model-name DeepSeek-R1-Distill-Qwen-7B \\\n    --prompt-template chatml \\\n    --ctx-size 128000\n  ```\n\n- Run as LlamaEdge command app\n\n  ```bash\n  wasmedge --dir .:. --nn-preload default:GGML:AUTO:DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf \\\n    llama-chat.wasm \\\n    --prompt-template chatml \\\n    --ctx-size 128000\n  ```\n\n## Quantized GGUF Models\n\n| Name | Quant method | Bits | Size | Use case |\n| ---- | ---- | ---- | ---- | ----- |\n| [DeepSeek-R1-Distill-Qwen-7B-Q2_K.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q2_K.gguf)     | Q2_K   | 2 | 3.02 GB| smallest, significant quality loss - not recommended for most purposes |\n| [DeepSeek-R1-Distill-Qwen-7B-Q3_K_L.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q3_K_L.gguf) | Q3_K_L | 3 | 4.09 GB| small, substantial quality loss |\n| [DeepSeek-R1-Distill-Qwen-7B-Q3_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q3_K_M.gguf) | Q3_K_M | 3 | 3.81 GB| very small, high quality loss |\n| [DeepSeek-R1-Distill-Qwen-7B-Q3_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q3_K_S.gguf) | Q3_K_S | 3 | 3.49 GB| very small, high quality loss |\n| [DeepSeek-R1-Distill-Qwen-7B-Q4_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q4_0.gguf)     | Q4_0   | 4 | 4.43 GB| legacy; small, very high quality loss - prefer using Q3_K_M |\n| [DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf) | Q4_K_M | 4 | 4.68 GB| medium, balanced quality - recommended |\n| [DeepSeek-R1-Distill-Qwen-7B-Q4_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q4_K_S.gguf) | Q4_K_S | 4 | 4.46 GB| small, greater quality loss |\n| [DeepSeek-R1-Distill-Qwen-7B-Q5_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q5_0.gguf)     | Q5_0   | 5 | 5.32 GB| legacy; medium, balanced quality - prefer using Q4_K_M |\n| [DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q5_K_M.gguf) | Q5_K_M | 5 | 5.44 GB| large, very low quality loss - recommended |\n| [DeepSeek-R1-Distill-Qwen-7B-Q5_K_S.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q5_K_S.gguf) | Q5_K_S | 5 | 5.32 GB| large, low quality loss - recommended |\n| [DeepSeek-R1-Distill-Qwen-7B-Q6_K.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q6_K.gguf)     | Q6_K   | 6 | 6.25 GB| very large, extremely low quality loss |\n| [DeepSeek-R1-Distill-Qwen-7B-Q8_0.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-Q8_0.gguf)     | Q8_0   | 8 | 8.21 GB| very large, extremely low quality loss - not recommended |\n| [DeepSeek-R1-Distill-Qwen-7B-f16.gguf](https://huggingface.co/second-state/DeepSeek-R1-Distill-Qwen-7B-GGUF/blob/main/DeepSeek-R1-Distill-Qwen-7B-f16.gguf)       | f16    | 16 | 15.2 GB| |\n\n*Quantized with llama.cpp b4519*",
    "related_quantizations": []
  },
  "tags": [
    "transformers",
    "gguf",
    "qwen2",
    "text-generation",
    "base_model:deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
    "base_model:quantized:deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ],
  "likes": 1,
  "downloads": 107,
  "gated": false,
  "private": false,
  "last_modified": "2025-02-13T13:42:04.000Z",
  "created_at": "2025-01-21T01:50:38.000Z",
  "pipeline_tag": "text-generation",
  "library_name": "transformers"
}

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  "sha": "279a80e9d7da3794a3751eb42a7d9ca717c393d9",
  "createdAt": "2025-01-21T01:50:38.000Z",
  "lastModified": "2025-02-13T13:42:04.000Z",
  "author": "second-state",
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  "pipeline_tag": "text-generation",
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