GraySoft
Projects Models About FAQ Contact Download guIDE →
Model Intelligence Sheet

mradermacher/ostrich-32b-qwen3-251003-gguf overview

About static quants of https://huggingface.co/etemiz/Ostrich-32B-Qwen3-251003 For a convenient overview and download list, visit our model page for this model. weighted/imatrix quants are available at https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-i1-GGUF

transformersgguf#aha#health#nutrition#medicinalherbs#fasting#faith#healing#bitcoin#nostrenbase_model:etemiz/Ostrich-32B-Qwen3-251003base_model:quantized:etemiz/Ostrich-32B-Qwen3-251003license:apache-2.0endpoints_compatibleregion:usconversational
mradermacher/ostrich-32b-qwen3-251003-gguf visual
Downloads
223
Likes
1
Pipeline
Library
transformers
Visibility
Public
Access
Open

Repository Files & Downloads

11 files detected
Direct downloads for all repository files
FileTypeQuantizationSizeLink
Ostrich-32B-Qwen3-251003.IQ4_XS.gguf GGUF IQ4_XS 16.63 GB Download
Ostrich-32B-Qwen3-251003.Q2_K.gguf GGUF Q2_K 11.50 GB Download
Ostrich-32B-Qwen3-251003.Q3_K_L.gguf GGUF Q3_K_L 16.14 GB Download
Ostrich-32B-Qwen3-251003.Q3_K_M.gguf GGUF Q3_K_M 14.87 GB Download
Ostrich-32B-Qwen3-251003.Q3_K_S.gguf GGUF Q3_K_S 13.40 GB Download
Ostrich-32B-Qwen3-251003.Q4_K_M.gguf GGUF Q4_K_M 18.40 GB Download
Ostrich-32B-Qwen3-251003.Q4_K_S.gguf GGUF Q4_K_S 17.48 GB Download
Ostrich-32B-Qwen3-251003.Q5_K_M.gguf GGUF Q5_K_M 21.62 GB Download
Ostrich-32B-Qwen3-251003.Q5_K_S.gguf GGUF Q5_K_S 21.08 GB Download
Ostrich-32B-Qwen3-251003.Q6_K.gguf GGUF Q6_K 25.04 GB Download
Ostrich-32B-Qwen3-251003.Q8_0.gguf GGUF 32.43 GB Download

Model Details Live

Model Slug
mradermacher/ostrich-32b-qwen3-251003-gguf
Author
mradermacher
Pipeline Task
Library
transformers
Created
2025-10-04
Last Modified
2025-10-26
Gated
No
Private
No
HF SHA
48d9c2e2fcdb98d13a2618cd5a99cbf1181a77ae
License
apache-2.0
Language
en
Base Model
etemiz/Ostrich-32B-Qwen3-251003

Metadata Inspector

Normalized metadata (stored in metadata_json)
{
  "metadata": {},
  "card_data": {
    "base_model": "etemiz/Ostrich-32B-Qwen3-251003",
    "language": [
      "en"
    ],
    "library_name": "transformers",
    "license": "apache-2.0",
    "mradermacher": {
      "readme_rev": 1
    },
    "quantized_by": "mradermacher",
    "tags": [
      "#aha",
      "#health",
      "#nutrition",
      "#medicinalherbs",
      "#fasting",
      "#faith",
      "#healing",
      "#bitcoin",
      "#nostr"
    ],
    "frontmatter": {
      "base_model": "etemiz/Ostrich-32B-Qwen3-251003",
      "language": [
        "en"
      ],
      "library_name": "transformers",
      "license": "apache-2.0",
      "mradermacher": [],
      "quantized_by": "mradermacher",
      "tags": [
        "'#aha'",
        "'#health'",
        "'#nutrition'",
        "'#medicinalherbs'",
        "'#fasting'",
        "'#faith'",
        "'#healing'",
        "'#bitcoin'",
        "'#nostr'"
      ]
    },
    "hero_image_url": "https://www.nethype.de/huggingface_embed/quantpplgraph.png",
    "summary": "## About         static quants of https://huggingface.co/etemiz/Ostrich-32B-Qwen3-251003  ***For a convenient overview and download list, visit our model page for this model.*** weighted/imatrix quants are available at https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-i1-GGUF",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "---\nbase_model: etemiz/Ostrich-32B-Qwen3-251003\nlanguage:\n- en\nlibrary_name: transformers\nlicense: apache-2.0\nmradermacher:\n  readme_rev: 1\nquantized_by: mradermacher\ntags:\n- '#aha'\n- '#health'\n- '#nutrition'\n- '#medicinalherbs'\n- '#fasting'\n- '#faith'\n- '#healing'\n- '#bitcoin'\n- '#nostr'\n---\n## About\n\n<!-- ### quantize_version: 2 -->\n<!-- ### output_tensor_quantised: 1 -->\n<!-- ### convert_type: hf -->\n<!-- ### vocab_type:  -->\n<!-- ### tags:  -->\n<!-- ### quants:  x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS -->\n<!-- ### quants_skip:  -->\n<!-- ### skip_mmproj:  -->\nstatic quants of https://huggingface.co/etemiz/Ostrich-32B-Qwen3-251003\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#Ostrich-32B-Qwen3-251003-GGUF).***\n\nweighted/imatrix quants are available at https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-i1-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/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.Q2_K.gguf) | Q2_K | 12.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.Q3_K_S.gguf) | Q3_K_S | 14.5 |  |\n| [GGUF](https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.Q3_K_M.gguf) | Q3_K_M | 16.1 | lower quality |\n| [GGUF](https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.Q3_K_L.gguf) | Q3_K_L | 17.4 |  |\n| [GGUF](https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.IQ4_XS.gguf) | IQ4_XS | 18.0 |  |\n| [GGUF](https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.Q4_K_S.gguf) | Q4_K_S | 18.9 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.Q4_K_M.gguf) | Q4_K_M | 19.9 | fast, recommended |\n| [GGUF](https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.Q5_K_S.gguf) | Q5_K_S | 22.7 |  |\n| [GGUF](https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.Q5_K_M.gguf) | Q5_K_M | 23.3 |  |\n| [GGUF](https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.Q6_K.gguf) | Q6_K | 27.0 | very good quality |\n| [GGUF](https://huggingface.co/mradermacher/Ostrich-32B-Qwen3-251003-GGUF/resolve/main/Ostrich-32B-Qwen3-251003.Q8_0.gguf) | Q8_0 | 34.9 | fast, best quality |\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.\n\n<!-- end -->\n",
    "related_quantizations": []
  },
  "tags": [
    "transformers",
    "gguf",
    "#aha",
    "#health",
    "#nutrition",
    "#medicinalherbs",
    "#fasting",
    "#faith",
    "#healing",
    "#bitcoin",
    "#nostr",
    "en",
    "base_model:etemiz/Ostrich-32B-Qwen3-251003",
    "base_model:quantized:etemiz/Ostrich-32B-Qwen3-251003",
    "license:apache-2.0",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ],
  "likes": 1,
  "downloads": 223,
  "gated": false,
  "private": false,
  "last_modified": "2025-10-26T02:54:46.000Z",
  "created_at": "2025-10-04T20:58:37.000Z",
  "pipeline_tag": "",
  "library_name": "transformers"
}
Source payload excerpt (from Hugging Face API)
{
  "_id": "68e18a7dbfb9ae60b5d0d816",
  "id": "mradermacher/Ostrich-32B-Qwen3-251003-GGUF",
  "modelId": "mradermacher/Ostrich-32B-Qwen3-251003-GGUF",
  "sha": "48d9c2e2fcdb98d13a2618cd5a99cbf1181a77ae",
  "createdAt": "2025-10-04T20:58:37.000Z",
  "lastModified": "2025-10-26T02:54:46.000Z",
  "author": "mradermacher",
  "downloads": 223,
  "likes": 1,
  "gated": false,
  "private": false,
  "pipeline_tag": "",
  "library_name": "transformers",
  "siblings_count": 13
}