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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 | 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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  - 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_adjust |
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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 |