Model Intelligence Sheet
richarderkhov/billa-man_-_finetuned-rag-system-robotics-gguf overview
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
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1,049
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0
Pipeline
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Library
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Visibility
Public
Access
Open
Repository Files & Downloads
22 files detected
Direct downloads for all repository files
| File | Type | Quantization | Size | Link |
|---|---|---|---|---|
| finetuned-rag-system-robotics.IQ3_M.gguf | GGUF | IQ3_M | 1.49 GB | Download |
| finetuned-rag-system-robotics.IQ3_S.gguf | GGUF | IQ3_S | 1.44 GB | Download |
| finetuned-rag-system-robotics.IQ3_XS.gguf | GGUF | IQ3_XS | 1.38 GB | Download |
| finetuned-rag-system-robotics.IQ4_NL.gguf | GGUF | IQ4_NL | 1.79 GB | Download |
| finetuned-rag-system-robotics.IQ4_XS.gguf | GGUF | IQ4_XS | 1.71 GB | Download |
| finetuned-rag-system-robotics.Q2_K.gguf | GGUF | Q2_K | 1.27 GB | Download |
| finetuned-rag-system-robotics.Q3_K.gguf | GGUF | Q3_K | 1.57 GB | Download |
| finetuned-rag-system-robotics.Q3_K_L.gguf | GGUF | Q3_K_L | 1.69 GB | Download |
| finetuned-rag-system-robotics.Q3_K_M.gguf | GGUF | Q3_K_M | 1.57 GB | Download |
| finetuned-rag-system-robotics.Q3_K_S.gguf | GGUF | Q3_K_S | 1.44 GB | Download |
| finetuned-rag-system-robotics.Q4_0.gguf | GGUF | — | 1.79 GB | Download |
| finetuned-rag-system-robotics.Q4_1.gguf | GGUF | — | 1.95 GB | Download |
| finetuned-rag-system-robotics.Q4_K.gguf | GGUF | Q4_K | 1.88 GB | Download |
| finetuned-rag-system-robotics.Q4_K_M.gguf | GGUF | Q4_K_M | 1.88 GB | Download |
| finetuned-rag-system-robotics.Q4_K_S.gguf | GGUF | Q4_K_S | 1.80 GB | Download |
| finetuned-rag-system-robotics.Q5_0.gguf | GGUF | — | 2.11 GB | Download |
| finetuned-rag-system-robotics.Q5_1.gguf | GGUF | — | 2.28 GB | Download |
| finetuned-rag-system-robotics.Q5_K.gguf | GGUF | Q5_K | 2.16 GB | Download |
| finetuned-rag-system-robotics.Q5_K_M.gguf | GGUF | Q5_K_M | 2.16 GB | Download |
| finetuned-rag-system-robotics.Q5_K_S.gguf | GGUF | Q5_K_S | 2.11 GB | Download |
| finetuned-rag-system-robotics.Q6_K.gguf | GGUF | Q6_K | 2.46 GB | Download |
| finetuned-rag-system-robotics.Q8_0.gguf | GGUF | — | 3.19 GB | Download |
Model Details Live
Metadata Inspector
Normalized metadata (stored in metadata_json)
{
"metadata": {},
"card_data": {
"frontmatter": {},
"hero_image_url": "https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png",
"summary": "This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.",
"quick_links": [],
"benchmark_table_html": "",
"readme_markdown": "Quantization made by Richard Erkhov.\n\n[Github](https://github.com/RichardErkhov)\n\n[Discord](https://discord.gg/pvy7H8DZMG)\n\n[Request more models](https://github.com/RichardErkhov/quant_request)\n\n\nfinetuned-rag-system-robotics - GGUF\n- Model creator: https://huggingface.co/billa-man/\n- Original model: https://huggingface.co/billa-man/finetuned-rag-system-robotics/\n\n\n| Name | Quant method | Size |\n| ---- | ---- | ---- |\n| [finetuned-rag-system-robotics.Q2_K.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q2_K.gguf) | Q2_K | 1.27GB |\n| [finetuned-rag-system-robotics.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.IQ3_XS.gguf) | IQ3_XS | 1.38GB |\n| [finetuned-rag-system-robotics.IQ3_S.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.IQ3_S.gguf) | IQ3_S | 1.44GB |\n| [finetuned-rag-system-robotics.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q3_K_S.gguf) | Q3_K_S | 1.44GB |\n| [finetuned-rag-system-robotics.IQ3_M.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.IQ3_M.gguf) | IQ3_M | 1.49GB |\n| [finetuned-rag-system-robotics.Q3_K.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q3_K.gguf) | Q3_K | 1.57GB |\n| [finetuned-rag-system-robotics.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q3_K_M.gguf) | Q3_K_M | 1.57GB |\n| [finetuned-rag-system-robotics.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q3_K_L.gguf) | Q3_K_L | 1.69GB |\n| [finetuned-rag-system-robotics.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.IQ4_XS.gguf) | IQ4_XS | 1.71GB |\n| [finetuned-rag-system-robotics.Q4_0.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q4_0.gguf) | Q4_0 | 1.79GB |\n| [finetuned-rag-system-robotics.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.IQ4_NL.gguf) | IQ4_NL | 1.79GB |\n| [finetuned-rag-system-robotics.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q4_K_S.gguf) | Q4_K_S | 1.8GB |\n| [finetuned-rag-system-robotics.Q4_K.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q4_K.gguf) | Q4_K | 1.88GB |\n| [finetuned-rag-system-robotics.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q4_K_M.gguf) | Q4_K_M | 1.88GB |\n| [finetuned-rag-system-robotics.Q4_1.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q4_1.gguf) | Q4_1 | 1.95GB |\n| [finetuned-rag-system-robotics.Q5_0.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q5_0.gguf) | Q5_0 | 2.11GB |\n| [finetuned-rag-system-robotics.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q5_K_S.gguf) | Q5_K_S | 2.11GB |\n| [finetuned-rag-system-robotics.Q5_K.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q5_K.gguf) | Q5_K | 2.16GB |\n| [finetuned-rag-system-robotics.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q5_K_M.gguf) | Q5_K_M | 2.16GB |\n| [finetuned-rag-system-robotics.Q5_1.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q5_1.gguf) | Q5_1 | 2.28GB |\n| [finetuned-rag-system-robotics.Q6_K.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q6_K.gguf) | Q6_K | 2.46GB |\n| [finetuned-rag-system-robotics.Q8_0.gguf](https://huggingface.co/RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf/blob/main/finetuned-rag-system-robotics.Q8_0.gguf) | Q8_0 | 3.19GB |\n\n\n\n\nOriginal model description:\n---\nbase_model: unsloth/Llama-3.2-3B-Instruct\ntags:\n- text-generation-inference\n- transformers\n- unsloth\n- llama\n- trl\n- sft\nlicense: apache-2.0\nlanguage:\n- en\n---\n\n# Uploaded model\n\n- **Developed by:** billa-man\n- **License:** apache-2.0\n- **Finetuned from model :** unsloth/Llama-3.2-3B-Instruct\n\nThis llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.\n\n[<img src=\"https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png\" width=\"200\"/>](https://github.com/unslothai/unsloth)\n\n\n",
"related_quantizations": []
},
"tags": [
"gguf",
"endpoints_compatible",
"region:us",
"conversational"
],
"likes": 0,
"downloads": 1049,
"gated": false,
"private": false,
"last_modified": "2025-03-25T05:28:22.000Z",
"created_at": "2025-03-25T04:26:34.000Z",
"pipeline_tag": "",
"library_name": ""
}
Source payload excerpt (from Hugging Face API)
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"_id": "67e2307a65f4a9f1b1e730af",
"id": "RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf",
"modelId": "RichardErkhov/billa-man_-_finetuned-rag-system-robotics-gguf",
"sha": "5b7489ce79f762a0ec513c5f16423c8899bb3e78",
"createdAt": "2025-03-25T04:26:34.000Z",
"lastModified": "2025-03-25T05:28:22.000Z",
"author": "RichardErkhov",
"downloads": 1049,
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"siblings_count": 24
}