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Datasets:
Limour
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perplexity

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Chinese
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@@ -9,6 +9,7 @@ https://www.kaggle.com/code/reginliu/perplexity
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  | Model | Size | PPL | n_vocab | PPL_adjust |
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  |-------|---------|---------|---------|---------|
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  | [qwen2.5-14b-fp16.gguf](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-GGUF/blob/main/qwen2.5-14b-instruct-fp16-00001-of-00008.gguf) | 27.51 | 9.5316 +/- 0.08886 | 152064 | 9.5316 |
 
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  | [qwen1_5-14b-chat-IQ3_XS.gguf](https://huggingface.co/Limour/Qwen1.5-14B-Chat-GGUF/blob/main/qwen1_5-14b-chat-IQ3_XS.gguf) | 6.48 | 11.8084 +/- 0.121615 | 152064 | 11.8084 |
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  | [causallm_14b.IQ3_XS.gguf](https://huggingface.co/Limour/CausalLM-14B-GGUF/blob/main/causallm_14b.IQ3_XS.gguf) | 6.48 | 13.3798 +/- 0.13641 | 152064 | 13.3798 |
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  | [causallm_14b.IQ4_XS.gguf](https://huggingface.co/Limour/CausalLM-14B-GGUF/blob/main/causallm_14b.IQ4_XS.gguf) | 7.85 | 13.4127 +/- 0.13762 | 152064 | 13.4127 |
 
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  | Model | Size | PPL | n_vocab | PPL_adjust |
10
  |-------|---------|---------|---------|---------|
11
  | [qwen2.5-14b-fp16.gguf](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-GGUF/blob/main/qwen2.5-14b-instruct-fp16-00001-of-00008.gguf) | 27.51 | 9.5316 +/- 0.08886 | 152064 | 9.5316 |
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+ | [qwen2.5-14b-IQ4_XS.gguf](https://huggingface.co/Limour/Qwen2.5-14B-Instruct-GGUF/blob/main/qwen2.5-14b-IQ4_XS.gguf) | 7.56 | 9.6508 +/- 0.09039 | 152064 | 9.6508 |
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  | [qwen1_5-14b-chat-IQ3_XS.gguf](https://huggingface.co/Limour/Qwen1.5-14B-Chat-GGUF/blob/main/qwen1_5-14b-chat-IQ3_XS.gguf) | 6.48 | 11.8084 +/- 0.121615 | 152064 | 11.8084 |
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  | [causallm_14b.IQ3_XS.gguf](https://huggingface.co/Limour/CausalLM-14B-GGUF/blob/main/causallm_14b.IQ3_XS.gguf) | 6.48 | 13.3798 +/- 0.13641 | 152064 | 13.3798 |
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  | [causallm_14b.IQ4_XS.gguf](https://huggingface.co/Limour/CausalLM-14B-GGUF/blob/main/causallm_14b.IQ4_XS.gguf) | 7.85 | 13.4127 +/- 0.13762 | 152064 | 13.4127 |