Evaluating Llms Harness
원문: evaluating-llms-harness
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supp
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lm evaluation harness LLM Benchmarking Quick start lm evaluation harness evaluates LLMs across 60+ academic benchmarks using standardized prompts and metrics. Installation : Evaluate any HuggingFace model : View available tasks : Common workflows Workflow 1: Standard benchmark evaluation Evaluate model on core benchmarks (MMLU, GSM8K, HumanEval). Copy this checklist: Step 1: Choose benchmark suite Core reasoning benchmarks : MMLU (Massive Multitask Language Understanding) 57 subjects, multiple choice GSM8K Grade school math word problems HellaSwag Common sense reasoning TruthfulQA Truthfulness and factuality ARC (AI2 Reasoning Challenge) Science questions Code benchmarks : HumanEval Python c…
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