mradermacher/kyro-n1-14b-chat-i1-gguf overview

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    "base_model": "open-neo/Kyro-n1-14B",
    "language": [
      "en",
      "zh",
      "fr",
      "es",
      "pt",
      "de",
      "it",
      "ru",
      "ja",
      "ko",
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      "hi",
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      "my",
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    "library_name": "transformers",
    "license": "mit",
    "quantized_by": "mradermacher",
    "tags": [
      "trl",
      "Reasoning",
      "open-llm",
      "synthetic-data",
      "Deepseek-R1",
      "Qwen2.5",
      "fine-tune",
      "unsloth",
      "Conversational",
      "Agentic"
    ],
    "frontmatter": {
      "base_model": "open-neo/Kyro-n1-14B",
      "language": [
        "en",
        "zh",
        "fr",
        "es",
        "pt",
        "de",
        "it",
        "ru",
        "ja",
        "ko",
        "vi",
        "th",
        "ar",
        "fa",
        "he",
        "tr",
        "cs",
        "pl",
        "hi",
        "bn",
        "ur",
        "id",
        "ms",
        "lo",
        "my",
        "ceb",
        "km",
        "tl",
        "nl"
      ],
      "library_name": "transformers",
      "license": "mit",
      "quantized_by": "mradermacher",
      "tags": [
        "trl",
        "Reasoning",
        "open-llm",
        "synthetic-data",
        "Deepseek-R1",
        "Qwen2.5",
        "fine-tune",
        "unsloth",
        "Conversational",
        "Agentic"
      ]
    },
    "hero_image_url": "https://www.nethype.de/huggingface_embed/quantpplgraph.png",
    "summary": "## About      weighted/imatrix quants of https://huggingface.co/open-neo/Kyro-n1-14B  static quants are available at https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-GGUF",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nbase_model: open-neo/Kyro-n1-14B\nlanguage:\n- en\n- zh\n- fr\n- es\n- pt\n- de\n- it\n- ru\n- ja\n- ko\n- vi\n- th\n- ar\n- fa\n- he\n- tr\n- cs\n- pl\n- hi\n- bn\n- ur\n- id\n- ms\n- lo\n- my\n- ceb\n- km\n- tl\n- nl\nlibrary_name: transformers\nlicense: mit\nquantized_by: mradermacher\ntags:\n- trl\n- Reasoning\n- open-llm\n- synthetic-data\n- Deepseek-R1\n- Qwen2.5\n- fine-tune\n- unsloth\n- Conversational\n- Agentic\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/open-neo/Kyro-n1-14B\n\n<!-- provided-files -->\nstatic quants are available at https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-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/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ1_S.gguf) | i1-IQ1_S | 3.7 | for the desperate |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ1_M.gguf) | i1-IQ1_M | 4.0 | mostly desperate |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 4.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.8 |  |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ2_S.gguf) | i1-IQ2_S | 5.1 |  |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ2_M.gguf) | i1-IQ2_M | 5.5 |  |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.5 | very low quality |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q2_K.gguf) | i1-Q2_K | 5.9 | IQ3_XXS probably better |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 6.0 | lower quality |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ3_XS.gguf) | i1-IQ3_XS | 6.5 |  |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q3_K_S.gguf) | i1-Q3_K_S | 6.8 | IQ3_XS probably better |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ3_S.gguf) | i1-IQ3_S | 6.8 | beats Q3_K* |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ3_M.gguf) | i1-IQ3_M | 7.0 |  |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q3_K_M.gguf) | i1-Q3_K_M | 7.4 | IQ3_S probably better |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q3_K_L.gguf) | i1-Q3_K_L | 8.0 | IQ3_M probably better |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ4_XS.gguf) | i1-IQ4_XS | 8.2 |  |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q4_0.gguf) | i1-Q4_0 | 8.6 | fast, low quality |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-IQ4_NL.gguf) | i1-IQ4_NL | 8.6 | prefer IQ4_XS |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q4_K_S.gguf) | i1-Q4_K_S | 8.7 | optimal size/speed/quality |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q4_K_M.gguf) | i1-Q4_K_M | 9.1 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q4_1.gguf) | i1-Q4_1 | 9.5 |  |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q5_K_S.gguf) | i1-Q5_K_S | 10.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q5_K_M.gguf) | i1-Q5_K_M | 10.6 |  |\n| [GGUF](https://huggingface.co/mradermacher/Kyro-n1-14B-Chat-i1-GGUF/resolve/main/Kyro-n1-14B-Chat.i1-Q6_K.gguf) | i1-Q6_K | 12.2 | 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",
    "trl",
    "Reasoning",
    "open-llm",
    "synthetic-data",
    "Deepseek-R1",
    "Qwen2.5",
    "fine-tune",
    "unsloth",
    "Conversational",
    "Agentic",
    "en",
    "zh",
    "fr",
    "es",
    "pt",
    "de",
    "it",
    "ru",
    "ja",
    "ko",
    "vi",
    "th",
    "ar",
    "fa",
    "he",
    "tr",
    "cs",
    "pl",
    "hi",
    "bn",
    "ur",
    "id",
    "ms",
    "lo",
    "my",
    "ceb",
    "km",
    "tl",
    "nl",
    "license:mit",
    "endpoints_compatible",
    "region:us",
    "imatrix",
    "conversational"
  ],
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  "last_modified": "2025-02-14T14:06:29.000Z",
  "created_at": "2025-02-14T11:02:05.000Z",
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  "library_name": "transformers"
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