Views
No views yet
<|im_start|>system
{message}<|im_end|>
<|im_start|>user
{user message}<|im_end|>
<|im_start|>call
{function call message}<|im_end|>
<|im_start|>function
{function response message}<|im_end|>
<|im_start|>assistant
{assistant message}</s>| 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/SlimHercules-4.0-Mistral-7B-v0.2-exl2 SlimHercules-4.0-Mistral-7B-v0.2-exl2-6_5pip3 install huggingface-hubmain (only useful if you only care about measurement.json) branch to a folder called SlimHercules-4.0-Mistral-7B-v0.2-exl2:1mkdir SlimHercules-4.0-Mistral-7B-v0.2-exl2
2huggingface-cli download bartowski/SlimHercules-4.0-Mistral-7B-v0.2-exl2 --local-dir SlimHercules-4.0-Mistral-7B-v0.2-exl2 --local-dir-use-symlinks False--revision parameter:1mkdir SlimHercules-4.0-Mistral-7B-v0.2-exl2-6_5
2huggingface-cli download bartowski/SlimHercules-4.0-Mistral-7B-v0.2-exl2 --revision 6_5 --local-dir SlimHercules-4.0-Mistral-7B-v0.2-exl2-6_5 --local-dir-use-symlinks False1mkdir SlimHercules-4.0-Mistral-7B-v0.2-exl2-6.5
2huggingface-cli download bartowski/SlimHercules-4.0-Mistral-7B-v0.2-exl2 --revision 6_5 --local-dir SlimHercules-4.0-Mistral-7B-v0.2-exl2-6.5 --local-dir-use-symlinks False