mradermacher/opennemo-9b-claude-opus-4.6-distill-i1-gguf overview

{
  "metadata": {},
  "card_data": {
    "base_model": "empero-ai/openNemo-9B-Claude-Opus-4.6-distill",
    "datasets": [
      "nohurry/Opus-4.6-Reasoning-3000x-filtered",
      "Jackrong/Qwen3.5-reasoning-700x",
      "TeichAI/claude-4.5-opus-high-reasoning-250x",
      "Roman1111111/claude-opus-4.6-10000x",
      "TeichAI/Claude-Opus-4.6-Reasoning-927x",
      "dalisoft/claude-opus-4.6-high-reasoning-700x",
      "Hastagaras/Claude-Sonnet-X-Opus-4.6-Reasoning-small-500",
      "TeichAI/claude-haiku-4.5-high-reasoning-1700x",
      "Crownelius/Opus-4.6-Reasoning-3300x",
      "QuietImpostor/Sao10K-Claude-3-Opus-Instruct-15K-ShareGPT"
    ],
    "language": [
      "en"
    ],
    "library_name": "transformers",
    "license": "other",
    "license_link": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/",
    "license_name": "nvidia-open-model-license",
    "mradermacher": {
      "readme_rev": 1
    },
    "quantized_by": "mradermacher",
    "tags": [
      "nvidia",
      "pytorch",
      "mamba2",
      "hybrid",
      "reasoning",
      "distillation",
      "claude-opus",
      "qlora",
      "sft",
      "dpo",
      "think"
    ],
    "frontmatter": {
      "base_model": "empero-ai/openNemo-9B-Claude-Opus-4.6-distill",
      "datasets": [
        "nohurry/Opus-4.6-Reasoning-3000x-filtered",
        "Jackrong/Qwen3.5-reasoning-700x",
        "TeichAI/claude-4.5-opus-high-reasoning-250x",
        "Roman1111111/claude-opus-4.6-10000x",
        "TeichAI/Claude-Opus-4.6-Reasoning-927x",
        "dalisoft/claude-opus-4.6-high-reasoning-700x",
        "Hastagaras/Claude-Sonnet-X-Opus-4.6-Reasoning-small-500",
        "TeichAI/claude-haiku-4.5-high-reasoning-1700x",
        "Crownelius/Opus-4.6-Reasoning-3300x",
        "QuietImpostor/Sao10K-Claude-3-Opus-Instruct-15K-ShareGPT"
      ],
      "language": [
        "en"
      ],
      "library_name": "transformers",
      "license": "other",
      "license_link": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/",
      "license_name": "nvidia-open-model-license",
      "mradermacher": [],
      "quantized_by": "mradermacher",
      "tags": [
        "nvidia",
        "pytorch",
        "mamba2",
        "hybrid",
        "reasoning",
        "distillation",
        "claude-opus",
        "qlora",
        "sft",
        "dpo",
        "think"
      ]
    },
    "hero_image_url": "https://www.nethype.de/huggingface_embed/quantpplgraph.png",
    "summary": "## About         weighted/imatrix quants of https://huggingface.co/empero-ai/openNemo-9B-Claude-Opus-4.6-distill  ***For a convenient overview and download list, visit our model page for this model.*** static quants are available at https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-GGUF",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nbase_model: empero-ai/openNemo-9B-Claude-Opus-4.6-distill\ndatasets:\n- nohurry/Opus-4.6-Reasoning-3000x-filtered\n- Jackrong/Qwen3.5-reasoning-700x\n- TeichAI/claude-4.5-opus-high-reasoning-250x\n- Roman1111111/claude-opus-4.6-10000x\n- TeichAI/Claude-Opus-4.6-Reasoning-927x\n- dalisoft/claude-opus-4.6-high-reasoning-700x\n- Hastagaras/Claude-Sonnet-X-Opus-4.6-Reasoning-small-500\n- TeichAI/claude-haiku-4.5-high-reasoning-1700x\n- Crownelius/Opus-4.6-Reasoning-3300x\n- QuietImpostor/Sao10K-Claude-3-Opus-Instruct-15K-ShareGPT\nlanguage:\n- en\nlibrary_name: transformers\nlicense: other\nlicense_link: https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/\nlicense_name: nvidia-open-model-license\nmradermacher:\n  readme_rev: 1\nquantized_by: mradermacher\ntags:\n- nvidia\n- pytorch\n- mamba2\n- hybrid\n- reasoning\n- distillation\n- claude-opus\n- qlora\n- sft\n- dpo\n- think\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/empero-ai/openNemo-9B-Claude-Opus-4.6-distill\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#openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF).***\n\nstatic quants are available at https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-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/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ1_S.gguf) | i1-IQ1_S | 4.9 | for the desperate |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ1_M.gguf) | i1-IQ1_M | 5.0 | mostly desperate |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 5.0 |  |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ2_XS.gguf) | i1-IQ2_XS | 5.0 |  |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ2_S.gguf) | i1-IQ2_S | 5.1 |  |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ2_M.gguf) | i1-IQ2_M | 5.1 |  |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q2_K.gguf) | i1-Q2_K | 5.1 | IQ3_XXS probably better |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.2 | very low quality |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.2 | lower quality |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ3_S.gguf) | i1-IQ3_S | 5.2 | beats Q3_K* |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.2 |  |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.2 | IQ3_XS probably better |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ3_M.gguf) | i1-IQ3_M | 5.3 |  |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ4_XS.gguf) | i1-IQ4_XS | 5.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-IQ4_NL.gguf) | i1-IQ4_NL | 5.4 | prefer IQ4_XS |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q4_0.gguf) | i1-Q4_0 | 5.4 | fast, low quality |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q3_K_M.gguf) | i1-Q3_K_M | 5.5 | IQ3_S probably better |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q3_K_L.gguf) | i1-Q3_K_L | 5.6 | IQ3_M probably better |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q4_1.gguf) | i1-Q4_1 | 5.9 |  |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q4_K_S.gguf) | i1-Q4_K_S | 6.3 | optimal size/speed/quality |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q4_K_M.gguf) | i1-Q4_K_M | 6.6 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q5_K_S.gguf) | i1-Q5_K_S | 6.9 |  |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q5_K_M.gguf) | i1-Q5_K_M | 7.2 |  |\n| [GGUF](https://huggingface.co/mradermacher/openNemo-9B-Claude-Opus-4.6-distill-i1-GGUF/resolve/main/openNemo-9B-Claude-Opus-4.6-distill.i1-Q6_K.gguf) | i1-Q6_K | 9.2 | 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",
    "nvidia",
    "pytorch",
    "mamba2",
    "hybrid",
    "reasoning",
    "distillation",
    "claude-opus",
    "qlora",
    "sft",
    "dpo",
    "think",
    "en",
    "dataset:nohurry/Opus-4.6-Reasoning-3000x-filtered",
    "dataset:Jackrong/Qwen3.5-reasoning-700x",
    "dataset:TeichAI/claude-4.5-opus-high-reasoning-250x",
    "dataset:Roman1111111/claude-opus-4.6-10000x",
    "dataset:TeichAI/Claude-Opus-4.6-Reasoning-927x",
    "dataset:dalisoft/claude-opus-4.6-high-reasoning-700x",
    "dataset:Hastagaras/Claude-Sonnet-X-Opus-4.6-Reasoning-small-500",
    "dataset:TeichAI/claude-haiku-4.5-high-reasoning-1700x",
    "dataset:Crownelius/Opus-4.6-Reasoning-3300x",
    "dataset:QuietImpostor/Sao10K-Claude-3-Opus-Instruct-15K-ShareGPT",
    "base_model:empero-ai/openNemo-9B-Claude-Opus-4.6-distill",
    "base_model:quantized:empero-ai/openNemo-9B-Claude-Opus-4.6-distill",
    "license:other",
    "endpoints_compatible",
    "region:us",
    "imatrix",
    "conversational"
  ],
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  "last_modified": "2026-03-26T06:45:50.000Z",
  "created_at": "2026-03-26T05:33:18.000Z",
  "pipeline_tag": "",
  "library_name": "transformers"
}

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