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@@ -23,17 +23,17 @@ Metric: PPL, lower is better
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  *Note: Old models have been removed due to its inferior performance (llama.cpp has breaking changes on pre-tokenizer).*
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- | Quant | Size | PPL (new model) | PPL (old model) |
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- | :---: | -------: | ------------------: | -----------------: |
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- | Q2_K | 2.96 GB | 9.1168 +/- 0.10711 | 10.3918 +/- 0.13288 |
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- | Q3_K | 3.74 GB | 5.4082 +/- 0.05955 | 6.3018 +/- 0.07849 |
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- | Q4_0 | 4.34 GB | 5.2048 +/- 0.05725 | 6.0628 +/- 0.07501 |
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- | Q4_K | 4.58 GB | 5.0189 +/- 0.05520 | 5.9066 +/- 0.07419 |
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- | Q5_0 | 5.21 GB | 4.9803 +/- 0.05493 | 5.8562 +/- 0.07355 |
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- | Q5_K | 5.34 GB | 4.9195 +/- 0.05436 | 5.8062 +/- 0.07331 |
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- | Q6_K | 6.14 GB | 4.8966 +/- 0.05413 | 5.7757 +/- 0.07298 |
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- | Q8_0 | 7.95 GB | 4.8822 +/- 0.05396 | 5.7626 +/- 0.07272 |
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- | F16 | 14.97 GB | 4.8802 +/- 0.05392 | 5.7628 +/- 0.07275 |
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  ## Others
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  *Note: Old models have been removed due to its inferior performance (llama.cpp has breaking changes on pre-tokenizer).*
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+ | Quant | Size | PPL (old model) | 👍🏻 PPL (new model) |
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+ | :---: | -------: | -----------------: | ------------------: |
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+ | Q2_K | 2.96 GB | 10.3918 +/- 0.13288 | 9.1168 +/- 0.10711 |
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+ | Q3_K | 3.74 GB | 6.3018 +/- 0.07849 | 5.4082 +/- 0.05955 |
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+ | Q4_0 | 4.34 GB | 6.0628 +/- 0.07501 | 5.2048 +/- 0.05725 |
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+ | Q4_K | 4.58 GB | 5.9066 +/- 0.07419 | 5.0189 +/- 0.05520 |
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+ | Q5_0 | 5.21 GB | 5.8562 +/- 0.07355 | 4.9803 +/- 0.05493 |
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+ | Q5_K | 5.34 GB | 5.8062 +/- 0.07331 | 4.9195 +/- 0.05436 |
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+ | Q6_K | 6.14 GB | 5.7757 +/- 0.07298 | 4.8966 +/- 0.05413 |
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+ | Q8_0 | 7.95 GB | 5.7626 +/- 0.07272 | 4.8822 +/- 0.05396 |
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+ | F16 | 14.97 GB | 5.7628 +/- 0.07275 | 4.8802 +/- 0.05392 |
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  ## Others
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