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@@ -23,13 +23,16 @@ The measurement file is attached in the branch `main` and all quants are stored
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  The chart below presents the calibration perplexity and [wikitext-103-v1](https://huggingface.co/datasets/wikitext) test perplexity for all provided quants.
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- | Quant | Calibration Perplexity | wikitext-103-v1 Test Perplexity |
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- |-----------------------------------------------------------------------------------------|------------------------|---------------------------------|
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- | [2.4bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/2.4bpw-h6) | 8.4726 | 7.1337 |
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- | [2.65bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/2.65bpw-h6) | 8.0901 | 6.5724 |
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- | [3.0bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/3.0bpw-h6) | 7.9927 | 6.4607 |
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- | [4.0bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/4.0bpw-h6) | 7.6440 | 5.8014 |
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- | [4.65bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/4.65bpw-h6) | 7.5872 | 5.7112 |
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- | [5.0bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/5.0bpw-h6) | 7.5745 | |
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- | [6.0bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/6.0bpw-h6) | 7.5616 | |
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- | [8.0bpw-h8](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/8.0bpw-h8) | 7.5604 | |
 
 
 
 
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  The chart below presents the calibration perplexity and [wikitext-103-v1](https://huggingface.co/datasets/wikitext) test perplexity for all provided quants.
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+ | Quant | Calibration Perplexity | wikitext-103-v1 Test Perplexity |
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+ |------------------------------------------------------------------------------------------|------------------------|---------------------------------|
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+ | [2.4bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/2.4bpw-h6) | 8.4726 | 7.1337 |
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+ | ~[2.65bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/2.65bpw-h6)~* | ~8.1743~ | ~8.7475~ |
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+ | [2.65bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/2.65bpw-h6) | 8.0901 | 6.5724 |
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+ | [3.0bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/3.0bpw-h6) | 7.9927 | 6.4607 |
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+ | [4.0bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/4.0bpw-h6) | 7.6440 | 5.8014 |
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+ | [4.65bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/4.65bpw-h6) | 7.5872 | 5.7112 |
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+ | [5.0bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/5.0bpw-h6) | 7.5745 | |
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+ | [6.0bpw-h6](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/6.0bpw-h6) | 7.5616 | |
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+ | [8.0bpw-h8](https://huggingface.co/MatrixC7/karakuri-lm-70b-v0.1-exl2/tree/8.0bpw-h8) | 7.5604 | |
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+ *: This first version has been deprecated due to unexpectedly high wikitext-103-v1 Test Perplexity values.