Unverified50% confidenceFactExact time
ProVe-lossless's speedup is limited by the degree of match between proposal blocks and AR decoding, averaging 6.6 matched tokens on GSM8K, leaving room for improvement.
1
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50%
Confidence
Long-term
Relevance
10/21/2026
First Seen
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Related Claims
UnverifiedOn the GSM8K dataset, with a block size of 16, the average matched prefix length between ProVe proposal blocks and AR decoding is 6.6 tokens.79% similarUnverifiedAccording to Artificial Analysis testing, Grok 4.6 consumes approximately 38k tokens per task at the MXX High tier, while Grok 4.7 surges to 81k tokens.65% similarUnverifiedCompared with the Hugging Face implementation, the KV Cache implementation's maximum logit absolute error is about 6.1e-5.64% similarUnverifiedIn the GSM8K test (1319 questions, 8192-token limit), BF16 scored 1249, FP8 scored 1241, MXFP8 scored 1250, and NVFP4 scored 1238, with the three quantized formats matching BF16 within a ±3 point tolerance.62% similarUnverifiedGroq measured inference speed on Llama 3.1 8B exceeds 500 tokens/second62% similar
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