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<｜begin▁of▁sentence｜>{system_prompt}<｜User｜>{prompt}<｜Assistant｜><｜end▁of▁sentence｜><｜Assistant｜>| Branch | Bits | lm_head bits | VRAM (4k) | VRAM (16k) | VRAM (32k) | Description |
|---|---|---|---|---|---|---|
| 8_0 | 8.0 | 8.0 | 34.9 GB | 37.6 GB | 41.6 GB | Max quality producable by ExLlamav2, generally unneeded but maximum performance |
| 6_5 | 6.5 | 8.0 | 28.9 GB | 31.6 GB | 35.6 GB | Near unquantized performance at vastly reduced size, recommended. |
| 5_0 | 5.0 | 8.0 | 22.6 GB | 25.3 GB | 29.3 GB | Very high quality, usable at 4k context on 24GB. |
| 4_25 | 4.25 | 6.0 | 19.5 GB | 22.2 GB | 26.2 GB | GPTQ equivalent bits per weight, slightly higher quality. |
| 3_5 | 3.5 | 6.0 | 16.5 GB | 19.2 GB | 23.2 GB | Lower quality, only use if you have to. |
| 3_0 | 3.0 | 6.0 | 14.3 GB | 17.0 GB | 21.0 GB | Very low quality, usable with 16gb of VRAM. |
git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview-exl2 FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview-exl2-6_5pip3 install huggingface-hub--revision parameter. For example, to download the 6.5 bpw branch:huggingface-cli download bartowski/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview-exl2 --revision 6_5 --local-dir FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview-exl2-6_5huggingface-cli download bartowski/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview-exl2 --revision 6_5 --local-dir FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview-exl2-6.5