mradermacher/darwin-35b-a3b-opus-i1-gguf overview

{
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  "card_data": {
    "base_model": "FINAL-Bench/Darwin-35B-A3B-Opus",
    "language": [
      "en",
      "zh",
      "ko",
      "ja",
      "de",
      "fr",
      "es",
      "ru",
      "ar",
      "multilingual"
    ],
    "library_name": "transformers",
    "license": "apache-2.0",
    "mradermacher": {
      "readme_rev": 1
    },
    "quantized_by": "mradermacher",
    "tags": [
      "merge",
      "evolutionary-merge",
      "darwin",
      "darwin-v5",
      "model-mri",
      "reasoning",
      "advanced-reasoning",
      "chain-of-thought",
      "thinking",
      "qwen3.5",
      "qwen",
      "moe",
      "mixture-of-experts",
      "claude-opus",
      "distillation",
      "multimodal",
      "vision-language",
      "multilingual",
      "gpqa",
      "benchmark",
      "open-source",
      "apache-2.0",
      "layer-wise-merge",
      "moe-merge",
      "dead-expert-revival",
      "coding-agent",
      "tool-calling",
      "long-context",
      "262k-context"
    ],
    "frontmatter": {
      "base_model": "FINAL-Bench/Darwin-35B-A3B-Opus",
      "language": [
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        "zh",
        "ko",
        "ja",
        "de",
        "fr",
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        "multilingual"
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      "library_name": "transformers",
      "license": "apache-2.0",
      "mradermacher": [],
      "quantized_by": "mradermacher",
      "tags": [
        "merge",
        "evolutionary-merge",
        "darwin",
        "darwin-v5",
        "model-mri",
        "reasoning",
        "advanced-reasoning",
        "chain-of-thought",
        "thinking",
        "qwen3.5",
        "qwen",
        "moe",
        "mixture-of-experts",
        "claude-opus",
        "distillation",
        "multimodal",
        "vision-language",
        "multilingual",
        "gpqa",
        "benchmark",
        "open-source",
        "apache-2.0",
        "layer-wise-merge",
        "moe-merge",
        "dead-expert-revival",
        "coding-agent",
        "tool-calling",
        "long-context",
        "262k-context"
      ]
    },
    "hero_image_url": "https://www.nethype.de/huggingface_embed/quantpplgraph.png",
    "summary": "## About         weighted/imatrix quants of https://huggingface.co/FINAL-Bench/Darwin-35B-A3B-Opus  ***For a convenient overview and download list, visit our model page for this model.*** static quants are available at https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-GGUF **This is a vision model - mmproj files (if any) will be in the static repository.**",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nbase_model: FINAL-Bench/Darwin-35B-A3B-Opus\nlanguage:\n- en\n- zh\n- ko\n- ja\n- de\n- fr\n- es\n- ru\n- ar\n- multilingual\nlibrary_name: transformers\nlicense: apache-2.0\nmradermacher:\n  readme_rev: 1\nquantized_by: mradermacher\ntags:\n- merge\n- evolutionary-merge\n- darwin\n- darwin-v5\n- model-mri\n- reasoning\n- advanced-reasoning\n- chain-of-thought\n- thinking\n- qwen3.5\n- qwen\n- moe\n- mixture-of-experts\n- claude-opus\n- distillation\n- multimodal\n- vision-language\n- multilingual\n- gpqa\n- benchmark\n- open-source\n- apache-2.0\n- layer-wise-merge\n- moe-merge\n- dead-expert-revival\n- coding-agent\n- tool-calling\n- long-context\n- 262k-context\n---\n## About\n\n<!-- ### quantize_version: 2 -->\n<!-- ### output_tensor_quantised: 1 -->\n<!-- ### convert_type: hf -->\n<!-- ### vocab_type:  -->\n<!-- ### tags: nicoboss -->\n<!-- ### quants:  Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->\n<!-- ### quants_skip:  -->\n<!-- ### skip_mmproj:  -->\nweighted/imatrix quants of https://huggingface.co/FINAL-Bench/Darwin-35B-A3B-Opus\n\n<!-- provided-files -->\n\n***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Darwin-35B-A3B-Opus-i1-GGUF).***\n\nstatic quants are available at https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-GGUF\n\n**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-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/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.imatrix.gguf) | imatrix | 0.3 | imatrix file (for creating your own quants) |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ1_S.gguf) | i1-IQ1_S | 7.6 | for the desperate |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ1_M.gguf) | i1-IQ1_M | 8.3 | mostly desperate |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 9.6 |  |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ2_XS.gguf) | i1-IQ2_XS | 10.6 |  |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ2_S.gguf) | i1-IQ2_S | 10.8 |  |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ2_M.gguf) | i1-IQ2_M | 11.8 |  |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q2_K_S.gguf) | i1-Q2_K_S | 12.3 | very low quality |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q2_K.gguf) | i1-Q2_K | 13.0 | IQ3_XXS probably better |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 13.7 | lower quality |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ3_XS.gguf) | i1-IQ3_XS | 14.6 |  |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q3_K_S.gguf) | i1-Q3_K_S | 15.3 | IQ3_XS probably better |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ3_S.gguf) | i1-IQ3_S | 15.4 | beats Q3_K* |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ3_M.gguf) | i1-IQ3_M | 15.5 |  |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q3_K_M.gguf) | i1-Q3_K_M | 16.9 | IQ3_S probably better |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q3_K_L.gguf) | i1-Q3_K_L | 18.2 | IQ3_M probably better |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-IQ4_XS.gguf) | i1-IQ4_XS | 18.8 |  |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q4_0.gguf) | i1-Q4_0 | 19.9 | fast, low quality |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q4_K_S.gguf) | i1-Q4_K_S | 20.0 | optimal size/speed/quality |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q4_K_M.gguf) | i1-Q4_K_M | 21.3 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q4_1.gguf) | i1-Q4_1 | 21.9 |  |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q5_K_S.gguf) | i1-Q5_K_S | 24.1 |  |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q5_K_M.gguf) | i1-Q5_K_M | 24.8 |  |\n| [GGUF](https://huggingface.co/mradermacher/Darwin-35B-A3B-Opus-i1-GGUF/resolve/main/Darwin-35B-A3B-Opus.i1-Q6_K.gguf) | i1-Q6_K | 28.6 | 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",
    "merge",
    "evolutionary-merge",
    "darwin",
    "darwin-v5",
    "model-mri",
    "reasoning",
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    "chain-of-thought",
    "thinking",
    "qwen3.5",
    "qwen",
    "moe",
    "mixture-of-experts",
    "claude-opus",
    "distillation",
    "multimodal",
    "vision-language",
    "multilingual",
    "gpqa",
    "benchmark",
    "open-source",
    "apache-2.0",
    "layer-wise-merge",
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    "dead-expert-revival",
    "coding-agent",
    "tool-calling",
    "long-context",
    "262k-context",
    "en",
    "zh",
    "ko",
    "ja",
    "de",
    "fr",
    "es",
    "ru",
    "ar",
    "base_model:FINAL-Bench/Darwin-35B-A3B-Opus",
    "base_model:quantized:FINAL-Bench/Darwin-35B-A3B-Opus",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "imatrix",
    "conversational"
  ],
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  "last_modified": "2026-04-04T07:00:10.000Z",
  "created_at": "2026-04-03T14:07:43.000Z",
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