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https://github.com/ggml-org/llama.cpp.git
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ad52d5c259
* chore: add references to the quantisation space. * fix grammer lol. * Update README.md Co-authored-by: Julien Chaumond <julien@huggingface.co> * Update README.md Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> --------- Co-authored-by: Julien Chaumond <julien@huggingface.co> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
47 lines
1.0 KiB
Markdown
47 lines
1.0 KiB
Markdown
# quantize
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You can also use the [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space on Hugging Face to build your own quants without any setup.
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Note: It is synced from llama.cpp `main` every 6 hours.
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## Llama 2 7B
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| Quantization | Bits per Weight (BPW) |
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|--------------|-----------------------|
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| Q2_K | 3.35 |
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| Q3_K_S | 3.50 |
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| Q3_K_M | 3.91 |
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| Q3_K_L | 4.27 |
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| Q4_K_S | 4.58 |
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| Q4_K_M | 4.84 |
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| Q5_K_S | 5.52 |
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| Q5_K_M | 5.68 |
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| Q6_K | 6.56 |
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## Llama 2 13B
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Quantization | Bits per Weight (BPW)
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-- | --
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Q2_K | 3.34
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Q3_K_S | 3.48
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Q3_K_M | 3.89
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Q3_K_L | 4.26
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Q4_K_S | 4.56
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Q4_K_M | 4.83
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Q5_K_S | 5.51
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Q5_K_M | 5.67
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Q6_K | 6.56
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# Llama 2 70B
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Quantization | Bits per Weight (BPW)
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-- | --
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Q2_K | 3.40
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Q3_K_S | 3.47
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Q3_K_M | 3.85
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Q3_K_L | 4.19
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Q4_K_S | 4.53
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Q4_K_M | 4.80
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Q5_K_S | 5.50
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Q5_K_M | 5.65
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Q6_K | 6.56
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