mradermacher/qwen2.5-7b-instruct-1m-thinking-claude-gemini-gpt5.2-distill-i1-gguf overview

{
  "metadata": {},
  "card_data": {
    "base_model": "DavidAU/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL",
    "datasets": [
      "TeichAI/claude-4.5-opus-high-reasoning-250x",
      "TeichAI/gemini-3-pro-preview-high-reasoning-250x",
      "TeichAI/gpt-5.2-high-reasoning-250x"
    ],
    "language": [
      "en",
      "fr",
      "de",
      "es",
      "it",
      "pt",
      "ru",
      "zh",
      "ja"
    ],
    "library_name": "transformers",
    "mradermacher": {
      "readme_rev": 1
    },
    "quantized_by": "mradermacher",
    "tags": [
      "thinking",
      "reasoning",
      "Gemini",
      "Claude Opus",
      "Gpt5.2",
      "Distill",
      "finetune",
      "creative",
      "creative writing",
      "fiction writing",
      "plot generation",
      "sub-plot generation",
      "fiction writing",
      "story generation",
      "scene continue",
      "storytelling",
      "fiction story",
      "science fiction",
      "romance",
      "all genres",
      "story",
      "writing",
      "vivid prose",
      "vivid writing",
      "fiction",
      "roleplaying",
      "bfloat16",
      "swearing",
      "rp",
      "horror",
      "unsloth",
      "context 1 million"
    ],
    "frontmatter": {
      "base_model": "DavidAU/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL",
      "datasets": [
        "TeichAI/claude-4.5-opus-high-reasoning-250x",
        "TeichAI/gemini-3-pro-preview-high-reasoning-250x",
        "TeichAI/gpt-5.2-high-reasoning-250x"
      ],
      "language": [
        "en",
        "fr",
        "de",
        "es",
        "it",
        "pt",
        "ru",
        "zh",
        "ja"
      ],
      "library_name": "transformers",
      "mradermacher": [],
      "quantized_by": "mradermacher",
      "tags": [
        "thinking",
        "reasoning",
        "Gemini",
        "Claude Opus",
        "Gpt5.2",
        "Distill",
        "finetune",
        "creative",
        "creative writing",
        "fiction writing",
        "plot generation",
        "sub-plot generation",
        "fiction writing",
        "story generation",
        "scene continue",
        "storytelling",
        "fiction story",
        "science fiction",
        "romance",
        "all genres",
        "story",
        "writing",
        "vivid prose",
        "vivid writing",
        "fiction",
        "roleplaying",
        "bfloat16",
        "swearing",
        "rp",
        "horror",
        "unsloth",
        "context 1 million"
      ]
    },
    "hero_image_url": "https://www.nethype.de/huggingface_embed/quantpplgraph.png",
    "summary": "## About         weighted/imatrix quants of https://huggingface.co/DavidAU/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL  ***For a convenient overview and download list, visit our model page for this model.*** static quants are available at https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-GGUF",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nbase_model: DavidAU/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL\ndatasets:\n- TeichAI/claude-4.5-opus-high-reasoning-250x\n- TeichAI/gemini-3-pro-preview-high-reasoning-250x\n- TeichAI/gpt-5.2-high-reasoning-250x\nlanguage:\n- en\n- fr\n- de\n- es\n- it\n- pt\n- ru\n- zh\n- ja\nlibrary_name: transformers\nmradermacher:\n  readme_rev: 1\nquantized_by: mradermacher\ntags:\n- thinking\n- reasoning\n- Gemini\n- Claude Opus\n- Gpt5.2\n- Distill\n- finetune\n- creative\n- creative writing\n- fiction writing\n- plot generation\n- sub-plot generation\n- fiction writing\n- story generation\n- scene continue\n- storytelling\n- fiction story\n- science fiction\n- romance\n- all genres\n- story\n- writing\n- vivid prose\n- vivid writing\n- fiction\n- roleplaying\n- bfloat16\n- swearing\n- rp\n- horror\n- unsloth\n- context 1 million\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/DavidAU/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-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#Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF).***\n\nstatic quants are available at https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-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/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 |  |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 |  |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 |  |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 |  |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 |  |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 |  |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 |  |\n| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL-i1-GGUF/resolve/main/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | 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",
    "thinking",
    "reasoning",
    "Gemini",
    "Claude Opus",
    "Gpt5.2",
    "Distill",
    "finetune",
    "creative",
    "creative writing",
    "fiction writing",
    "plot generation",
    "sub-plot generation",
    "story generation",
    "scene continue",
    "storytelling",
    "fiction story",
    "science fiction",
    "romance",
    "all genres",
    "story",
    "writing",
    "vivid prose",
    "vivid writing",
    "fiction",
    "roleplaying",
    "bfloat16",
    "swearing",
    "rp",
    "horror",
    "unsloth",
    "context 1 million",
    "en",
    "fr",
    "de",
    "es",
    "it",
    "pt",
    "ru",
    "zh",
    "ja",
    "dataset:TeichAI/claude-4.5-opus-high-reasoning-250x",
    "dataset:TeichAI/gemini-3-pro-preview-high-reasoning-250x",
    "dataset:TeichAI/gpt-5.2-high-reasoning-250x",
    "base_model:DavidAU/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL",
    "base_model:quantized:DavidAU/Qwen2.5-7B-Instruct-1M-Thinking-Claude-Gemini-GPT5.2-DISTILL",
    "endpoints_compatible",
    "region:us",
    "imatrix",
    "conversational"
  ],
  "likes": 1,
  "downloads": 320,
  "gated": false,
  "private": false,
  "last_modified": "2026-01-14T03:00:06.000Z",
  "created_at": "2026-01-14T00:38:03.000Z",
  "pipeline_tag": "",
  "library_name": "transformers"
}

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