ArtusDev/cheapresearch_CheapResearch-4B-Thinking-EXL3
EXL3 quants of cheapresearch/CheapResearch-4B-Thinking using exllamav3 for quantization.
Quants
| Quant | BPW | Head Bits |
|---|---|---|
| 2.5_H6 | 2.5 | 6 |
| 3.0_H6 | 3.0 | 6 |
| 3.5_H6 | 3.5 | 6 |
| 4.0_H6 | 4.0 | 6 |
| 4.5_H6 | 4.5 | 6 |
| 5.0_H6 | 5.0 | 6 |
| 6.0_H6 | 6.0 | 6 |
| 8.0_H8 | 8.0 | 8 |
How to Download and Use Quants
You can download quants by targeting specific size using the Hugging Face CLI.
Click for download commands
1. Install huggingface-cli:
pip install -U "huggingface_hub[cli]"huggingface-cli download ArtusDev/cheapresearch_CheapResearch-4B-Thinking-EXL3 --revision "5.0bpw_H6" --local-dir ./EXL3 quants can be run with any inference client that supports EXL3, such as TabbyAPI. Refer to documentation for set up instructions.
Acknowledgements
Made possible with cloud compute from lium.io
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Model tree for ArtusDev/cheapresearch_CheapResearch-4B-Thinking-EXL3
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flashresearch/FlashResearch-4B-Thinking