mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-gguf overview

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  "card_data": {
    "base_model": "Aratako/gemma-2-2b-axolotl-simpo-v1.0-merged",
    "language": [
      "en"
    ],
    "library_name": "transformers",
    "model_name": "gemma-2-2b-axolotl-simpo-v1.0",
    "quantized_by": "mradermacher",
    "tags": [
      "generated_from_trainer",
      "axolotl",
      "trl",
      "cpo"
    ],
    "frontmatter": {
      "base_model": "Aratako/gemma-2-2b-axolotl-simpo-v1.0-merged",
      "language": [
        "en"
      ],
      "library_name": "transformers",
      "model_name": "gemma-2-2b-axolotl-simpo-v1.0",
      "quantized_by": "mradermacher",
      "tags": [
        "generated_from_trainer",
        "axolotl",
        "trl",
        "cpo"
      ]
    },
    "hero_image_url": "https://www.nethype.de/huggingface_embed/quantpplgraph.png",
    "summary": "## About      static quants of https://huggingface.co/Aratako/gemma-2-2b-axolotl-simpo-v1.0-merged  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: Aratako/gemma-2-2b-axolotl-simpo-v1.0-merged\nlanguage:\n- en\nlibrary_name: transformers\nmodel_name: gemma-2-2b-axolotl-simpo-v1.0\nquantized_by: mradermacher\ntags:\n- generated_from_trainer\n- axolotl\n- trl\n- cpo\n---\n## About\n\n<!-- ### quantize_version: 2 -->\n<!-- ### output_tensor_quantised: 1 -->\n<!-- ### convert_type: hf -->\n<!-- ### vocab_type:  -->\n<!-- ### tags: nicoboss -->\nstatic quants of https://huggingface.co/Aratako/gemma-2-2b-axolotl-simpo-v1.0-merged\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/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q2_K.gguf) | Q2_K | 1.3 |  |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q3_K_S.gguf) | Q3_K_S | 1.5 |  |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q3_K_M.gguf) | Q3_K_M | 1.6 | lower quality |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q3_K_L.gguf) | Q3_K_L | 1.7 |  |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.IQ4_XS.gguf) | IQ4_XS | 1.7 |  |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q4_0_4_4.gguf) | Q4_0_4_4 | 1.7 | fast on arm, low quality |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q4_K_S.gguf) | Q4_K_S | 1.7 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q4_K_M.gguf) | Q4_K_M | 1.8 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q5_K_S.gguf) | Q5_K_S | 2.0 |  |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q5_K_M.gguf) | Q5_K_M | 2.0 |  |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q6_K.gguf) | Q6_K | 2.3 | very good quality |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.Q8_0.gguf) | Q8_0 | 2.9 | fast, best quality |\n| [GGUF](https://huggingface.co/mradermacher/gemma-2-2b-axolotl-simpo-v1.0-merged-GGUF/resolve/main/gemma-2-2b-axolotl-simpo-v1.0-merged.f16.gguf) | f16 | 5.3 | 16 bpw, overkill |\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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.\n\n<!-- end -->\n",
    "related_quantizations": []
  },
  "tags": [
    "transformers",
    "gguf",
    "generated_from_trainer",
    "axolotl",
    "trl",
    "cpo",
    "en",
    "base_model:Aratako/gemma-2-2b-axolotl-simpo-v1.0-merged",
    "base_model:quantized:Aratako/gemma-2-2b-axolotl-simpo-v1.0-merged",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ],
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  "last_modified": "2024-12-11T00:13:51.000Z",
  "created_at": "2024-12-10T23:55:59.000Z",
  "pipeline_tag": "",
  "library_name": "transformers"
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