Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, mainly for Evaluation on LLMs. 一个由工具、基准/数据、演示、排行榜和大模型等组成的精选列表，主要面向基础大模型评测，旨在探求生成式AI的技术边界.
☆656Nov 24, 2025Updated 9 months ago
Alternatives and similar repositories for Awesome-LLM-Eval
Users that are interested in Awesome-LLM-Eval are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.☆810May 8, 2024Updated 2 years ago
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,609Updated this week
- 大模型多维度中文对齐评测基准 (ACL 2024)☆431Oct 25, 2025Updated 10 months ago
- OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, …☆7,397Updated this week
- FlagEval is an evaluation toolkit for AI large foundation models.☆338Apr 24, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A framework for few-shot evaluation of language models.☆13,920Updated this week
- [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.☆257Oct 30, 2024Updated last year
- Summarize existing representative LLMs text datasets.☆1,479Mar 11, 2026Updated 5 months ago
- Chinese safety prompts for evaluating and improving the safety of LLMs. 中文安全prompts，用于评估和提升大模型的安全性。☆1,217Feb 27, 2024Updated 2 years ago
- The official GitHub page for the survey paper "A Survey of Large Language Models".☆12,210Mar 11, 2025Updated last year
- [AAAI 2024] LLMEval Phase II dataset — professional domain evaluation across 12 academic disciplines☆71May 21, 2026Updated 3 months ago
- Data and code for paper "M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models"☆105Jun 15, 2023Updated 3 years ago
- 面向中文大模型价值观的评估与对齐研究☆559Jul 20, 2023Updated 3 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,774Aug 4, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official github repo for C-Eval, a Chinese evaluation suite for foundation models [NeurIPS 2023]☆1,867Jul 27, 2025Updated last year
- aigc evals☆10Dec 2, 2023Updated 2 years ago
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,681Apr 20, 2026Updated 4 months ago
- A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)☆3,716Feb 8, 2026Updated 6 months ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,979Aug 13, 2026Updated 3 weeks ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆2,013Aug 9, 2025Updated last year
- ☆2,911Feb 20, 2025Updated last year
- BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）☆8,272Oct 16, 2024Updated last year
- 总结Prompt&LLM论文，开源数据&模型，AIGC应用☆3,438Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A unified evaluation framework for large language models☆2,819Feb 20, 2026Updated 6 months ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,085Sep 27, 2025Updated 11 months ago
- 整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。☆22,755May 10, 2026Updated 3 months ago
- CMMLU: Measuring massive multitask language understanding in Chinese☆835Dec 6, 2024Updated last year
- Aligning Large Language Models with Human: A Survey☆738Sep 11, 2023Updated 2 years ago
- ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡☆2,934Nov 26, 2023Updated 2 years ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆74,619Updated this week
- Retrieval and Retrieval-augmented LLMs☆12,140Aug 24, 2026Updated 2 weeks ago
- LLM Inference benchmark☆438Jul 23, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- LongBench v2 and LongBench (ACL 25'&24')☆1,234Jan 15, 2025Updated last year
- Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷☆7,010Updated this week
- 汽车行业中文大模型测评基准，基于多轮开放式问题的细粒度评测☆39Dec 26, 2023Updated 2 years ago
- [ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.☆5,735May 21, 2025Updated last year
- GPT-Fathom is an open-source and reproducible LLM evaluation suite, benchmarking 10+ leading open-source and closed-source LLMs as well a…☆344Apr 10, 2024Updated 2 years ago
- Collection of training data management explorations for large language models☆343Aug 2, 2024Updated 2 years ago
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,938Apr 19, 2026Updated 4 months ago