mradermacher/mistral-small-24b-sertraline-0304-i1-gguf overview

{
  "metadata": {},
  "card_data": {
    "base_model": "allura-org/Mistral-Small-24b-Sertraline-0304",
    "datasets": [
      "allenai/tulu-3-sft-personas-instruction-following",
      "simplescaling/s1K-1.1",
      "simplescaling/s1K-claude-3-7-sonnet",
      "FreedomIntelligence/Medical-R1-Distill-Data",
      "OpenCoder-LLM/opc-sft-stage1",
      "cognitivecomputations/SystemChat-2.0",
      "anthracite-org/kalo-opus-instruct-22k-no-refusal",
      "allura-org/scienceqa_sharegpt",
      "KodCode/KodCode-V1-SFT-R1"
    ],
    "language": [
      "en",
      "zh"
    ],
    "library_name": "transformers",
    "license": "apache-2.0",
    "quantized_by": "mradermacher",
    "tags": [
      "instruct",
      "conversational"
    ],
    "frontmatter": {
      "base_model": "allura-org/Mistral-Small-24b-Sertraline-0304",
      "datasets": [
        "allenai/tulu-3-sft-personas-instruction-following",
        "simplescaling/s1K-1.1",
        "simplescaling/s1K-claude-3-7-sonnet",
        "FreedomIntelligence/Medical-R1-Distill-Data",
        "OpenCoder-LLM/opc-sft-stage1",
        "cognitivecomputations/SystemChat-2.0",
        "anthracite-org/kalo-opus-instruct-22k-no-refusal",
        "allura-org/scienceqa_sharegpt",
        "KodCode/KodCode-V1-SFT-R1"
      ],
      "language": [
        "en",
        "zh"
      ],
      "library_name": "transformers",
      "license": "apache-2.0",
      "quantized_by": "mradermacher",
      "tags": [
        "instruct",
        "conversational"
      ]
    },
    "hero_image_url": "https://www.nethype.de/huggingface_embed/quantpplgraph.png",
    "summary": "## About      weighted/imatrix quants of https://huggingface.co/allura-org/Mistral-Small-24b-Sertraline-0304  static quants are available at https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-GGUF",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nbase_model: allura-org/Mistral-Small-24b-Sertraline-0304\ndatasets:\n- allenai/tulu-3-sft-personas-instruction-following\n- simplescaling/s1K-1.1\n- simplescaling/s1K-claude-3-7-sonnet\n- FreedomIntelligence/Medical-R1-Distill-Data\n- OpenCoder-LLM/opc-sft-stage1\n- cognitivecomputations/SystemChat-2.0\n- anthracite-org/kalo-opus-instruct-22k-no-refusal\n- allura-org/scienceqa_sharegpt\n- KodCode/KodCode-V1-SFT-R1\nlanguage:\n- en\n- zh\nlibrary_name: transformers\nlicense: apache-2.0\nquantized_by: mradermacher\ntags:\n- instruct\n- conversational\n---\n## About\n\n<!-- ### quantize_version: 2 -->\n<!-- ### output_tensor_quantised: 1 -->\n<!-- ### convert_type: hf -->\n<!-- ### vocab_type:  -->\n<!-- ### tags: nicoboss -->\nweighted/imatrix quants of https://huggingface.co/allura-org/Mistral-Small-24b-Sertraline-0304\n\n<!-- provided-files -->\nstatic quants are available at https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-GGUF\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/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ1_S.gguf) | i1-IQ1_S | 5.4 | for the desperate |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ1_M.gguf) | i1-IQ1_M | 5.9 | mostly desperate |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 6.6 |  |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ2_XS.gguf) | i1-IQ2_XS | 7.3 |  |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ2_S.gguf) | i1-IQ2_S | 7.6 |  |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ2_M.gguf) | i1-IQ2_M | 8.2 |  |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q2_K_S.gguf) | i1-Q2_K_S | 8.4 | very low quality |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q2_K.gguf) | i1-Q2_K | 9.0 | IQ3_XXS probably better |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 9.4 | lower quality |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ3_XS.gguf) | i1-IQ3_XS | 10.0 |  |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q3_K_S.gguf) | i1-Q3_K_S | 10.5 | IQ3_XS probably better |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ3_S.gguf) | i1-IQ3_S | 10.5 | beats Q3_K* |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ3_M.gguf) | i1-IQ3_M | 10.8 |  |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q3_K_M.gguf) | i1-Q3_K_M | 11.6 | IQ3_S probably better |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q3_K_L.gguf) | i1-Q3_K_L | 12.5 | IQ3_M probably better |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-IQ4_XS.gguf) | i1-IQ4_XS | 12.9 |  |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q4_0.gguf) | i1-Q4_0 | 13.6 | fast, low quality |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q4_K_S.gguf) | i1-Q4_K_S | 13.6 | optimal size/speed/quality |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q4_K_M.gguf) | i1-Q4_K_M | 14.4 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q4_1.gguf) | i1-Q4_1 | 15.0 |  |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q5_K_S.gguf) | i1-Q5_K_S | 16.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q5_K_M.gguf) | i1-Q5_K_M | 16.9 |  |\n| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF/resolve/main/Mistral-Small-24b-Sertraline-0304.i1-Q6_K.gguf) | i1-Q6_K | 19.4 | practically like static Q6_K |\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",
    "instruct",
    "conversational",
    "en",
    "zh",
    "dataset:allenai/tulu-3-sft-personas-instruction-following",
    "dataset:simplescaling/s1K-1.1",
    "dataset:simplescaling/s1K-claude-3-7-sonnet",
    "dataset:FreedomIntelligence/Medical-R1-Distill-Data",
    "dataset:OpenCoder-LLM/opc-sft-stage1",
    "dataset:cognitivecomputations/SystemChat-2.0",
    "dataset:anthracite-org/kalo-opus-instruct-22k-no-refusal",
    "dataset:allura-org/scienceqa_sharegpt",
    "dataset:KodCode/KodCode-V1-SFT-R1",
    "base_model:allura-org/Mistral-Small-24b-Sertraline-0304",
    "base_model:quantized:allura-org/Mistral-Small-24b-Sertraline-0304",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "imatrix"
  ],
  "likes": 2,
  "downloads": 3282,
  "gated": false,
  "private": false,
  "last_modified": "2025-03-05T07:47:18.000Z",
  "created_at": "2025-03-05T03:57:05.000Z",
  "pipeline_tag": "",
  "library_name": "transformers"
}

{
  "_id": "67c7cb912e547a1230b685e6",
  "id": "mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF",
  "modelId": "mradermacher/Mistral-Small-24b-Sertraline-0304-i1-GGUF",
  "sha": "c805f12c2235d77144709b84116c01f0c44dd16c",
  "createdAt": "2025-03-05T03:57:05.000Z",
  "lastModified": "2025-03-05T07:47:18.000Z",
  "author": "mradermacher",
  "downloads": 3282,
  "likes": 2,
  "gated": false,
  "private": false,
  "pipeline_tag": "",
  "library_name": "transformers",
  "siblings_count": 25
}