hfl
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llama-3-chinese-8b-instruct-gguf

Inference Endpoints

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hfl-rc commited on Apr 30

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

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