mradermacher/bigorca-2-xb-gguf overview

{
  "metadata": {},
  "card_data": {
    "base_model": "Joseph717171/BigOrca-2-XB",
    "language": [
      "en"
    ],
    "library_name": "transformers",
    "license": "other",
    "license_link": "LICENSE",
    "license_name": "microsoft-research-license",
    "quantized_by": "mradermacher",
    "tags": [
      "mergekit",
      "merge",
      "orca",
      "orca2",
      "microsoft"
    ],
    "frontmatter": {
      "base_model": "Joseph717171/BigOrca-2-XB",
      "language": [
        "en"
      ],
      "library_name": "transformers",
      "license": "other",
      "license_link": "LICENSE",
      "license_name": "microsoft-research-license",
      "quantized_by": "mradermacher",
      "tags": [
        "mergekit",
        "merge",
        "orca",
        "orca2",
        "microsoft"
      ]
    },
    "hero_image_url": "https://www.nethype.de/huggingface_embed/quantpplgraph.png",
    "summary": "## About static quants of https://huggingface.co/Joseph717171/BigOrca-2-XB  weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nbase_model: Joseph717171/BigOrca-2-XB\nlanguage:\n- en\nlibrary_name: transformers\nlicense: other\nlicense_link: LICENSE\nlicense_name: microsoft-research-license\nquantized_by: mradermacher\ntags:\n- mergekit\n- merge\n- orca\n- orca2\n- microsoft\n---\n## About\n\nstatic quants of https://huggingface.co/Joseph717171/BigOrca-2-XB\n\n<!-- provided-files -->\nweighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.\n## Usage\n\nIf you are unsure how to use GGUF files, refer to one of [TheBloke's\nREADMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for\nmore details, including on how to concatenate multi-part files.\n\n## Provided Quants\n\n(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)\n\n| Link | Type | Size/GB | Notes |\n|:-----|:-----|--------:|:------|\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.Q2_K.gguf) | Q2_K | 8.6 |  |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.IQ3_XS.gguf) | IQ3_XS | 9.5 |  |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.IQ3_S.gguf) | IQ3_S | 10.0 | beats Q3_K* |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.Q3_K_S.gguf) | Q3_K_S | 10.0 |  |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.IQ3_M.gguf) | IQ3_M | 10.6 |  |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.Q3_K_M.gguf) | Q3_K_M | 11.2 | lower quality |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.Q3_K_L.gguf) | Q3_K_L | 12.3 |  |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.IQ4_XS.gguf) | IQ4_XS | 12.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.Q4_K_S.gguf) | Q4_K_S | 13.1 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.Q4_K_M.gguf) | Q4_K_M | 13.9 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.Q5_K_S.gguf) | Q5_K_S | 15.8 |  |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.Q5_K_M.gguf) | Q5_K_M | 16.2 |  |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.Q6_K.gguf) | Q6_K | 18.8 | very good quality |\n| [GGUF](https://huggingface.co/mradermacher/BigOrca-2-XB-GGUF/resolve/main/BigOrca-2-XB.Q8_0.gguf) | Q8_0 | 24.2 | fast, best quality |\n\nHere is a handy graph by ikawrakow comparing some lower-quality quant\ntypes (lower is better):\n\n![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)\n\nAnd here are Artefact2's thoughts on the matter:\nhttps://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9\n\n## FAQ / Model Request\n\nSee https://huggingface.co/mradermacher/model_requests for some answers to\nquestions you might have and/or if you want some other model quantized.\n\n## Thanks\n\nI thank my company, [nethype GmbH](https://www.nethype.de/), for letting\nme use its servers and providing upgrades to my workstation to enable\nthis work in my free time.\n\n<!-- end -->\n",
    "related_quantizations": []
  },
  "tags": [
    "transformers",
    "gguf",
    "mergekit",
    "merge",
    "orca",
    "orca2",
    "microsoft",
    "en",
    "base_model:Joseph717171/BigOrca-2-XB",
    "base_model:quantized:Joseph717171/BigOrca-2-XB",
    "license:other",
    "endpoints_compatible",
    "region:us"
  ],
  "likes": 1,
  "downloads": 90,
  "gated": false,
  "private": false,
  "last_modified": "2024-05-06T06:11:34.000Z",
  "created_at": "2024-03-17T00:02:48.000Z",
  "pipeline_tag": "",
  "library_name": "transformers"
}

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  "author": "mradermacher",
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