onejune2018 / Awesome-LLM-Eval
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.
☆514Updated 6 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
- 大模型多维度中文对齐评测基准 (ACL 2024)☆382Updated 8 months ago
- an intro to retrieval augmented large language model☆289Updated last year
- LongBench v2 and LongBench (ACL 2024)☆845Updated 3 months ago
- ☆900Updated 9 months ago
- An Awesome Collection for LLM Survey☆338Updated 2 weeks ago
- 面向中文大模型价值观的评估与对齐研究☆509Updated last year
- [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.☆240Updated 5 months ago
- Real-time updated, fine-grained reading list on LLM-synthetic-data.🔥☆253Updated 3 months ago
- 开源SFT数据集整理,随时补充☆508Updated last year
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆361Updated 7 months ago
- 欢迎来到 "LLM-travel" 仓库！探索大语言模型（LLM）的奥秘 🚀。致力于深入理解、探讨以及实现与大模型相关的各种技术、原理和应用。☆316Updated 9 months ago
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆301Updated 5 months ago
- Train a 1B LLM with 1T tokens from scratch by personal☆613Updated last month
- CMMLU: Measuring massive multitask language understanding in Chinese☆754Updated 4 months ago
- FlagEval is an evaluation toolkit for AI large foundation models.☆334Updated 9 months ago
- ☆318Updated 9 months ago
- Collection of training data management explorations for large language models☆322Updated 8 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆547Updated 4 months ago
- llama2 finetuning with deepspeed and lora☆174Updated last year
- ☆913Updated 11 months ago
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…☆279Updated 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…☆347Updated last year
- ☆318Updated 10 months ago
- Aligning Large Language Models with Human: A Survey☆727Updated last year
- 该仓库主要记录 LLMs 算法工程师相关的顶会论文研读笔记（多模态、PEFT、小样本QA问答、RAG、LMMs可解释性、Agents、CoT）☆317Updated last year
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆441Updated 3 months ago
- 中文大模型微调(LLM-SFT), 数学指令数据集MWP-Instruct, 支持模型(ChatGLM-6B, LLaMA, Bloom-7B, baichuan-7B), 支持(LoRA, QLoRA, DeepSpeed, UI, TensorboardX), 支持(微…☆196Updated 11 months ago
- ☆312Updated 11 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 …☆1,010Updated 5 months ago
- A paper & resource list of large language models, including course, paper, demo, figures☆198Updated last year