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Repro - Float8@2bits: Entropy Coding Enables Data-Free Model Compression

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Claim 1: compression time and GPU ANS
Claim 2: LLaMA-2 7B C4 perplexity
Claim 3: calibrated-method comparison
Claim 4: representational expressivity
Claim 5: inference throughput
Claim 6: instruction-tuned benchmarks
Conclusion
float8-2bits-repro
Claim 1: LLPF_M2M low-loss connectivity
Claim 2: Layer-wise distance consistency
Claim 3: LLPF versus AutoNEB
Claim 4: LLPF_M2O toward origin