works on
ai accelerators 1attention fusion 1kv cache management 1llm inference 1low-precision computing 1token-phase optimization 1

From the 1 of 5 linked papers with an AI index.

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

MINCE: Shrinking LLM Evaluation Datasets via Few-Model Monte Carlo Calibration

Devleena Das, Rajeev Patwari, Vikram Kumar Bukka +3

Evaluating LLMs across many model variants -- quantized, fine-tuned, or deployment-specific -- requires running large benchmarks repeatedly, a process that can take tens of hours p…