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prithivmlmods/gliese-4b-oss-0410-gguf overview

Gliese-4B-OSS-0410 is a reasoning-focused model fine-tuned on Qwen-4B for enhanced reasoning and polished token probability distributions, delivering balanced multilingual generation across mathematics and general-purpose reasoning tasks. The model is fine-tuned on curated GPT-OSS synthetic dataset entries, improving its ability to handle structured reasoning, probabilistic inference, and multilingual tasks with precision.

transformersggufqwen3text-generation-inferencegpt_osscodemathtext-generationenzhbase_model:prithivMLmods/Gliese-4B-OSS-0410base_model:quantized:prithivMLmods/Gliese-4B-OSS-0410license:apache-2.0endpoints_compatibleregion:usconversational
prithivmlmods/gliese-4b-oss-0410-gguf visual
Downloads
450
Likes
0
Pipeline
text-generation
Library
transformers
Visibility
Public
Access
Open

Repository Files & Downloads

13 files detected
Direct downloads for all repository files
FileTypeQuantizationSizeLink
Gliese-4B-OSS-0410.BF16.gguf GGUF BF16 7.50 GB Download
Gliese-4B-OSS-0410.F16.gguf GGUF F16 7.50 GB Download
Gliese-4B-OSS-0410.F32.gguf GGUF F32 14.99 GB Download
Gliese-4B-OSS-0410.Q2_K.gguf GGUF Q2_K 1.55 GB Download
Gliese-4B-OSS-0410.Q3_K_L.gguf GGUF Q3_K_L 2.09 GB Download
Gliese-4B-OSS-0410.Q3_K_M.gguf GGUF Q3_K_M 1.93 GB Download
Gliese-4B-OSS-0410.Q3_K_S.gguf GGUF Q3_K_S 1.76 GB Download
Gliese-4B-OSS-0410.Q4_K_M.gguf GGUF Q4_K_M 2.33 GB Download
Gliese-4B-OSS-0410.Q4_K_S.gguf GGUF Q4_K_S 2.22 GB Download
Gliese-4B-OSS-0410.Q5_K_M.gguf GGUF Q5_K_M 2.69 GB Download
Gliese-4B-OSS-0410.Q5_K_S.gguf GGUF Q5_K_S 2.63 GB Download
Gliese-4B-OSS-0410.Q6_K.gguf GGUF Q6_K 3.08 GB Download
Gliese-4B-OSS-0410.Q8_0.gguf GGUF 3.99 GB Download

Model Details Live

Model Slug
prithivmlmods/gliese-4b-oss-0410-gguf
Author
prithivMLmods
Pipeline Task
text-generation
Library
transformers
Created
2025-10-04
Last Modified
2025-10-05
Gated
No
Private
No
HF SHA
e8477576431e6dd66c70a0a7149ffc5443fa995b
License
apache-2.0
Language
en, zh
Base Model
prithivMLmods/Gliese-4B-OSS-0410

Metadata Inspector

Normalized metadata (stored in metadata_json)
{
  "metadata": {},
  "card_data": {
    "license": "apache-2.0",
    "language": [
      "en",
      "zh"
    ],
    "base_model": [
      "prithivMLmods/Gliese-4B-OSS-0410"
    ],
    "pipeline_tag": "text-generation",
    "library_name": "transformers",
    "tags": [
      "text-generation-inference",
      "gpt_oss",
      "code",
      "math"
    ],
    "frontmatter": {
      "license": "apache-2.0",
      "language": [
        "en",
        "zh"
      ],
      "base_model": [
        "prithivMLmods/Gliese-4B-OSS-0410"
      ],
      "pipeline_tag": "text-generation",
      "library_name": "transformers",
      "tags": [
        "text-generation-inference",
        "gpt_oss",
        "code",
        "math"
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    },
    "hero_image_url": "https://www.nethype.de/huggingface_embed/quantpplgraph.png",
    "summary": "> Gliese-4B-OSS-0410 is a reasoning-focused model fine-tuned on Qwen-4B for enhanced reasoning and polished token probability distributions, delivering balanced multilingual generation across mathematics and general-purpose reasoning tasks. The model is fine-tuned on curated GPT-OSS synthetic dataset entries, improving its ability to handle structured reasoning, probabilistic inference, and multilingual tasks with precision.",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nlicense: apache-2.0\nlanguage:\n- en\n- zh\nbase_model:\n- prithivMLmods/Gliese-4B-OSS-0410\npipeline_tag: text-generation\nlibrary_name: transformers\ntags:\n- text-generation-inference\n- gpt_oss\n- code\n- math\n---\n\n# **Gliese-4B-OSS-0410-GGUF**\n\n> Gliese-4B-OSS-0410 is a reasoning-focused model fine-tuned on Qwen-4B for enhanced reasoning and polished token probability distributions, delivering balanced multilingual generation across mathematics and general-purpose reasoning tasks. The model is fine-tuned on curated GPT-OSS synthetic dataset entries, improving its ability to handle structured reasoning, probabilistic inference, and multilingual tasks with precision.\n\n## Model Files\n\n| File Name | Quant Type | File Size |\n| - | - | - |\n| Gliese-4B-OSS-0410.BF16.gguf | BF16 | 8.05 GB |\n| Gliese-4B-OSS-0410.F16.gguf | F16 | 8.05 GB |\n| Gliese-4B-OSS-0410.F32.gguf | F32 | 16.1 GB |\n| Gliese-4B-OSS-0410.Q2_K.gguf | Q2_K | 1.67 GB |\n| Gliese-4B-OSS-0410.Q3_K_L.gguf | Q3_K_L | 2.24 GB |\n| Gliese-4B-OSS-0410.Q3_K_M.gguf | Q3_K_M | 2.08 GB |\n| Gliese-4B-OSS-0410.Q3_K_S.gguf | Q3_K_S | 1.89 GB |\n| Gliese-4B-OSS-0410.Q4_K_M.gguf | Q4_K_M | 2.5 GB |\n| Gliese-4B-OSS-0410.Q4_K_S.gguf | Q4_K_S | 2.38 GB |\n| Gliese-4B-OSS-0410.Q5_K_M.gguf | Q5_K_M | 2.89 GB |\n| Gliese-4B-OSS-0410.Q5_K_S.gguf | Q5_K_S | 2.82 GB |\n| Gliese-4B-OSS-0410.Q6_K.gguf | Q6_K | 3.31 GB |\n| Gliese-4B-OSS-0410.Q8_0.gguf | Q8_0 | 4.28 GB |\n\n## Quants Usage \n\n(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)\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)",
    "related_quantizations": []
  },
  "tags": [
    "transformers",
    "gguf",
    "qwen3",
    "text-generation-inference",
    "gpt_oss",
    "code",
    "math",
    "text-generation",
    "en",
    "zh",
    "base_model:prithivMLmods/Gliese-4B-OSS-0410",
    "base_model:quantized:prithivMLmods/Gliese-4B-OSS-0410",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
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  ],
  "likes": 0,
  "downloads": 450,
  "gated": false,
  "private": false,
  "last_modified": "2025-10-05T18:11:26.000Z",
  "created_at": "2025-10-04T15:00:58.000Z",
  "pipeline_tag": "text-generation",
  "library_name": "transformers"
}
Source payload excerpt (from Hugging Face API)
{
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  "id": "prithivMLmods/Gliese-4B-OSS-0410-GGUF",
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  "sha": "e8477576431e6dd66c70a0a7149ffc5443fa995b",
  "createdAt": "2025-10-04T15:00:58.000Z",
  "lastModified": "2025-10-05T18:11:26.000Z",
  "author": "prithivMLmods",
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  "likes": 0,
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  "pipeline_tag": "text-generation",
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  "siblings_count": 16
}