这个基准测试具有全面的多轮对话分层分类法,包括13个不同任务、1388个对话和4208个回合。每项任务的详细统计数据可以在附录B中找到。此外,我们还提供了MT-Bench-101与现有对话评估基准之间的比较分析。这种比较突出了MT-Bench-101是第一个专门关注精细多轮对话能力的数据集,以其广泛的数据量和任务多样性而著称。 评...
MTBench101是一个专门设计用于评估大型语言模型在多轮对话中的精细能力的测试。以下是关于MTBench101的详细解答：目的：填补空白：MTBench101旨在填补以往基准测试在多轮对话能力评估上的空白，特别是那些忽视了真实对话复杂性和细微差别的测试。全面评估：通过提供一个全面的基准测试，来准确评估LLMs在多轮对...
感知性、适应性、数据收集和统计分析 评估流程涉及使用GPT-4生成数据，并通过人工过滤确保数据满足每项任务的具体需求。基准测试覆盖30个不同话题，包括健康、历史、科学等。评估数据集的详细分析见表2。MT-Bench-101与现有基准测试的比较突出了其广泛性和任务多样性。评估方法 评估过程中，GPT-4用于评估...
Support [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues Modification Add MT-Bench-101 subjective eval, judge, etc. BC-breaking (Optional) Does the modification introduce changes that break the backward compatibility of the downstream ...
OpenCompass is an LLM evaluation platform, supporting a wide range of models (InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets. - MT-Bench-101 (#1215) · triple-Mu/opencompass@02a0a4e
mt-bench-101 Public [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues 52 23 2 contributions in the last year Contribution Graph Day of Week December Dec January Jan February Feb March Mar April Apr May May June Jun July Ju...
OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets. - MT-Bench-101 (#1215) · liuyaox/opencompass@34bcd8f
OpenCompass is an LLM evaluation platform, supporting a wide range of models (LLaMA, ChatGLM2, ChatGPT, Claude, etc) over 50+ datasets. - MT-Bench-101 (#1215) · Leymore/opencompass@adebf68
opencompass/datasets/subjective/mtbench101.py| docs/zh_cn/advanced_guides/compassbench_intro.md ) repos: 62 changes: 62 additions & 0 deletions 62 configs/datasets/subjective/multiround/mtbench101_judge.py Original file line numberDiff line numberDiff line change @@ -0,0 +1,62 @@ from ...