AI & ML interests
LLM quantization & model compression · NVFP4 / weight-only W4A16 · accuracy-gated certification (publish only on pass vs bf16) · efficient inference beyond Blackwell (Ada /Ampere / Hopper, FP4 Marlin) · reproducible, DOI-cited releases · reasoning & instruction-tuned models
uist 's models
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