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Datasets:
Limour
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perplexity

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Languages:
Chinese
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Not-For-All-Audiences
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  - not-for-all-audiences
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  ---
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  https://www.kaggle.com/code/reginliu/perplexity
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- | Model | Size | PPL |
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- |-------|---------|---------|
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- | [Yi-9B-200K_iQ3xxs.gguf](https://huggingface.co/MarsupialAI/Yi-9B-200K_iMatrix_GGUF/blob/main/Yi-9B-200K_iQ3xxs.gguf) | 3.47 | 6.8157 +/- 0.05453 |
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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 |
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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 |
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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 |
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- | [causallm_14b.Q4_0.gguf](https://huggingface.co/TheBloke/CausalLM-14B-GGUF/blob/main/causallm_14b.Q4_0.gguf) | 8.18 | 13.6714 +/- 0.13964 |
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- | [causallm_14b.IQ2_XXS.gguf](https://huggingface.co/Limour/CausalLM-14B-GGUF/blob/main/causallm_14b.IQ2_XXS.gguf) | 4.98 | 15.0160 +/- 0.15004 |
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- | [causallm_7b.Q5_K_M.gguf](https://huggingface.co/TheBloke/CausalLM-7B-GGUF/blob/main/causallm_7b.Q5_K_M.gguf) | 5.53 | 16.5278 +/- 0.18005 |
 
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  - not-for-all-audiences
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  ---
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  https://www.kaggle.com/code/reginliu/perplexity
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+ | Model | Size | PPL | n_vocab | PPL |
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+ |-------|---------|---------|---------|---------|
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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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+ | [causallm_14b.Q4_0.gguf](https://huggingface.co/TheBloke/CausalLM-14B-GGUF/blob/main/causallm_14b.Q4_0.gguf) | 8.18 | 13.6714 +/- 0.13964 | 152064 | 13.6714 |
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+ | [causallm_14b.IQ2_XXS.gguf](https://huggingface.co/Limour/CausalLM-14B-GGUF/blob/main/causallm_14b.IQ2_XXS.gguf) | 4.98 | 15.0160 +/- 0.15004 | 152064 | 15.0160 |
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+ | [Yi-9B-200K_iQ3xxs.gguf](https://huggingface.co/MarsupialAI/Yi-9B-200K_iMatrix_GGUF/blob/main/Yi-9B-200K_iQ3xxs.gguf) | 3.47 | 6.8157 +/- 0.05453 | 64000 | 16.1941 |
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+ | [causallm_7b.Q5_K_M.gguf](https://huggingface.co/TheBloke/CausalLM-7B-GGUF/blob/main/causallm_7b.Q5_K_M.gguf) | 5.53 | 16.5278 +/- 0.18005 | 152064 | 16.5278 |