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perplexity – Dataset by Limour | AlphaNeural AI

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Limour/
perplexity

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https://www.kaggle.com/code/reginliu/perplexity

Model Size PPL n_vocab PPL_adjust

qwen2.5-14b-fp16.gguf 27.51 9.5316 +/- 0.08886 152064 9.5316

qwen2.5-14b-IQ4_XS.gguf 7.56 9.6508 +/- 0.09039 152064 9.6508

qwen1_5-14b-chat-IQ3_XS.gguf 6.48 11.8084 +/- 0.121615 152064 11.8084

causallm_14b.IQ3_XS.gguf 6.48 13.3798 +/- 0.13641 152064 13.3798

causallm_14b.IQ4_XS.gguf 7.85 13.4127 +/- 0.13762 152064 13.4127

causallm_14b.Q4_0.gguf 8.18 13.6714 +/- 0.13964 152064 13.6714… See the full description on the dataset page: https://huggingface.co/datasets/Limour/perplexity.