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| Branch | Bits | lm_head bits | VRAM (4k) | VRAM (16k) | VRAM (32k) | Description |
|---|---|---|---|---|---|---|
| 8_0 | 8.0 | 8.0 | 8.4 GB | 9.8 GB | 11.8 GB | Maximum quality that ExLlamaV2 can produce, near unquantized performance. |
| 6_5 | 6.5 | 8.0 | 7.2 GB | 8.6 GB | 10.6 GB | Very similar to 8.0, good tradeoff of size vs performance, recommended. |
| 5_0 | 5.0 | 6.0 | 6.0 GB | 7.4 GB | 9.4 GB | Slightly lower quality vs 6.5, but usable on 8GB cards. |
| 4_25 | 4.25 | 6.0 | 5.3 GB | 6.7 GB | 8.7 GB | GPTQ equivalent bits per weight, slightly higher quality. |
| 3_5 | 3.5 | 6.0 | 4.7 GB | 6.1 GB | 8.1 GB | Lower quality, only use if you have to. |
git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/Hercules-5.0-Qwen2-7B-exl2 Hercules-5.0-Qwen2-7B-exl2-6_5pip3 install huggingface-hub--revision parameter. For example, to download the 6.5 bpw branch:huggingface-cli download bartowski/Hercules-5.0-Qwen2-7B-exl2 --revision 6_5 --local-dir Hercules-5.0-Qwen2-7B-exl2-6_5huggingface-cli download bartowski/Hercules-5.0-Qwen2-7B-exl2 --revision 6_5 --local-dir Hercules-5.0-Qwen2-7B-exl2-6.5