论文:SciCode: A Research Coding Benchmark Curated by Scientists 数据集:SciCode - SciCode Benchmark 实施特点: 包含科学家标注的背景信息提示 子问题级评分机制 pass@1评估标准 LiveCodeBench(实时编程评估) 描述:源自LeetCode等平台的编程场景评估 论文:LiveCodeBench: Holistic and Contamination Free Evaluat...
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我们不仅对小模型进行垂直评测，也对整个产品端到端的链路进行评测。我们的目标并不是 Benchmark 打榜，而是针对美团生态的开发者、非开发者需求，持续进行微调。6、选择对外界进行开放，就意味着可能的大规模应用。在产品体验上，美团对 NoCode 实现了哪些优化？俞超：极致的技术优化带来极致的产品体验。比如说代码实...
然而,不同的Benchmark脚本即便评测的是相同的指标,也可能会因为Prompt存在差异,从而导致最终的数据结果出现不一致的情况。鉴于此,为了确保测评结果的准确性,有小伙伴专门找来了第三方的Benchmark对比表格,以此来保障在相同条件下进行测评对比,具体情况如下: 这是我们在社群中讨论问题时所贴的内容,图中我已经划出了个...
These benchmarks are meant to represent good optimized coding style. Benchmarks are preferred to be run on the provided open benchmarking hardware for full reproducibility (though in some cases, such as with language barriers, this can be difficult). Each benchmark is documented with the comput...
我们基于美团内部数据以及合成数据构建训练集和评测集,并加入人工校对审核。为了提升垂直场景的效果,我们进行了很多离线评测和线上 A/B 实验。我们不仅对小模型进行垂直评测,也对整个产品端到端的链路进行评测。我们的目标并不是 Benchmark 打榜,而是针对美团生态的开发者、非开发者需求,持续进行微调。
With debug-gym, researchers and developers can specify a folder path to work with any custom repository to evaluate their debugging agent’s performance. Additionally, debug-gym includes three coding benchmarks to measure LLM-based agents’ performanc...
physics_gre_scored.jsonl Inflection Benchmarks. Mar 7, 2024 Repository files navigation README MIT license MT-Bench Inf In mt_bench_inf.jsonl we release a corrected version of the MT-Bench questions that we use for evaluation. Each entry has the following fields: question_id: The question...
Anthropic’s Claude 3.5 Sonnet currently ranks at the top ofS&P AI Benchmarks by Kensho, which assesses large language models (LLMs) for finance and business. Kensho is the AI Innovation Hub for S&P Global. UsingAmazon Bedrock, Kensho was abl...
Discover advanced language models, likeMeta AI’s Llama family, built for reasoning, coding, and multilingual tasks. Speech Models Harness the power of speech models like the NVIDIA Riva family of models andNVIDIA Maxine Studio Voiceto transcribe audio to text, generate natural-sounding speech, and...