second-state/yi-6b-chat-gguf overview

{
  "metadata": {},
  "card_data": {
    "base_model": "01-ai/Yi-6B-Chat",
    "inference": false,
    "license": "other",
    "license_link": "LICENSE",
    "license_name": "yi-license",
    "model_creator": "01-ai",
    "model_name": "Yi 6B Chat",
    "model_type": "yi",
    "pipeline_tag": "text-generation",
    "quantized_by": "Second State Inc.",
    "frontmatter": {
      "base_model": "01-ai/Yi-6B-Chat",
      "inference": "false",
      "license": "other",
      "license_link": "LICENSE",
      "license_name": "yi-license",
      "model_creator": "01-ai",
      "model_name": "Yi 6B Chat",
      "model_type": "yi",
      "pipeline_tag": "text-generation",
      "quantized_by": "Second State Inc."
    },
    "hero_image_url": "https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg",
    "summary": "",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nbase_model: 01-ai/Yi-6B-Chat\ninference: false\nlicense: other\nlicense_link: LICENSE\nlicense_name: yi-license\nmodel_creator: 01-ai\nmodel_name: Yi 6B Chat\nmodel_type: yi\npipeline_tag: text-generation\nquantized_by: Second State Inc.\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# Yi-34B-Chat-GGUF\n\n## Original Model\n\n[01-ai/Yi-6B-Chat](https://huggingface.co/01-ai/Yi-6B-Chat)\n\n## Run with LlamaEdge\n\n- LlamaEdge version: [v0.2.15](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.2.15) and above\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  - Reverse prompt: `<|im_end|>`\n\n- Context size: `4096`\n\n- Run as LlamaEdge service\n\n  ```bash\n  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Yi-6B-Chat-Q5_K_M.gguf llama-api-server.wasm -p chatml -r '<|im_end|>'\n  ```\n\n- Run as LlamaEdge command app\n\n  ```bash\n  wasmedge --dir .:. --nn-preload default:GGML:AUTO:Yi-6B-Chat-Q5_K_M.gguf llama-chat.wasm -p chatml -r '<|im_end|>'\n  ```\n\n## Quantized GGUF Models\n\n| Name | Quant method | Bits | Size | Use case |\n| ---- | ---- | ---- | ---- | ----- |\n| [Yi-6B-Chat-Q2_K.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q2_K.gguf)     | Q2_K   | 2 |2.34 GB| smallest, significant quality loss - not recommended for most purposes |\n| [Yi-6B-Chat-Q3_K_L.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q3_K_L.gguf) | Q3_K_L | 3 | 3.24 GB| small, substantial quality loss |\n| [Yi-6B-Chat-Q3_K_M.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q3_K_M.gguf) | Q3_K_M | 3 | 2.99 GB| very small, high quality loss |\n| [Yi-6B-Chat-Q3_K_S.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q3_K_S.gguf) | Q3_K_S | 3 | 2.71 GB| very small, high quality loss |\n| [Yi-6B-Chat-Q4_0.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q4_0.gguf)     | Q4_0   | 4 | 3.48 GB| legacy; small, very high quality loss - prefer using Q3_K_M |\n| [Yi-6B-Chat-Q4_K_M.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q4_K_M.gguf) | Q4_K_M | 4 | 3.67 GB| medium, balanced quality - recommended |\n| [Yi-6B-Chat-Q4_K_S.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q4_K_S.gguf) | Q4_K_S | 4 | 3.50 GB| small, greater quality loss |\n| [Yi-6B-Chat-Q5_0.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q5_0.gguf)     | Q5_0   | 5 | 4.20 GB| legacy; medium, balanced quality - prefer using Q4_K_M |\n| [Yi-6B-Chat-Q5_K_M.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q5_K_M.gguf) | Q5_K_M | 5 | 4.30 GB| large, very low quality loss - recommended |\n| [Yi-6B-Chat-Q5_K_S.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q5_K_S.gguf) | Q5_K_S | 5 | 4.20 GB| large, low quality loss - recommended |\n| [Yi-6B-Chat-Q6_K.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q6_K.gguf)     | Q6_K   | 6 | 4.97 GB| very large, extremely low quality loss |\n| [Yi-6B-Chat-Q8_0.gguf](https://huggingface.co/second-state/Yi-6B-Chat-GGUF/blob/main/Yi-6B-Chat-Q8_0.gguf)     | Q8_0   | 8 | 6.44 GB| very large, extremely low quality loss - not recommended |\n",
    "related_quantizations": []
  },
  "tags": [
    "transformers",
    "gguf",
    "llama",
    "text-generation",
    "base_model:01-ai/Yi-6B-Chat",
    "base_model:quantized:01-ai/Yi-6B-Chat",
    "license:other",
    "region:us",
    "conversational"
  ],
  "likes": 0,
  "downloads": 151,
  "gated": false,
  "private": false,
  "last_modified": "2024-03-20T08:07:06.000Z",
  "created_at": "2024-02-06T14:36:38.000Z",
  "pipeline_tag": "text-generation",
  "library_name": "transformers"
}

{
  "_id": "65c243f66ec23508cf0c500a",
  "id": "second-state/Yi-6B-Chat-GGUF",
  "modelId": "second-state/Yi-6B-Chat-GGUF",
  "sha": "7b02f12a0dcbecbecdf421b4add19dc383b2bac1",
  "createdAt": "2024-02-06T14:36:38.000Z",
  "lastModified": "2024-03-20T08:07:06.000Z",
  "author": "second-state",
  "downloads": 151,
  "likes": 0,
  "gated": false,
  "private": false,
  "pipeline_tag": "text-generation",
  "library_name": "transformers",
  "siblings_count": 15
}