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Language Modeling on WikiText-style (PPL, Speedup)

17.42Perplexity (PPL)TinyLlama-1.1B
8.78867.054125.32183.586May 18, 2026

Evaluation results

MethodLinks
TinyLlama-1.1BSeq PPL=17.42, Config=8xF1-h0, K=82026.0517.420.65
Qwen2.5-0.5BSeq PPL=31.14, Config=8xF1-h0, K=82026.0531.140.78
Gemma-3-1BSeq PPL=229.36, Config=8xF1-h0, K=82026.05229.410.74
Gemma-3-1BSeq PPL=229.36, Config=8xF1-h0, K=42026.05233.220.88