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II-Search-CIR-4B-exl3-6bpw
isogen/II-Search-CIR-4B-exl3-6bpw
II-Search-CIR-4B-exl3-6bpw is a machine learning model from isogen. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
EXL3 quantization of II-Search-CIR-4B, 6 bits per weight.
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.safetensors3.8 GB · 100%
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Model card
From the Hugging Face model README
EXL3 quantization of II-Search-CIR-4B, 6 bits per weight.
HumanEval (argmax)
| Model | Q4 | Q6 | Q8 | FP16 |
|---|---|---|---|---|
| II-Search-CIR-4B-exl3-4bpw | 81.7 | 79.3 | 78.7 | 79.9 |
| II-Search-CIR-4B-exl3-6bpw | 80.5 | 81.1 | 81.1 | 81.7 |
| II-Search-CIR-4B-exl3-8bpw-h8 | 83.5 | 83.5 | 82.3 | 82.9 |
| Qwen3-4B-exl3-4bpw | 80.5 | 81.1 | 81.7 | 80.5 |
| Qwen3-4B-exl3-6bpw | 80.5 | 85.4 | 86.0 | 86.0 |
| Qwen3-4B-exl3-8bpw-h8 | 82.3 | 84.8 | 83.5 | 82.9 |
- Type
- qwen3
- Created
- Aug 6, 2025
- Updated
- Aug 6, 2025