huggingface / evaluation-guidebookLinks
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
β2,044Updated 2 months ago
Alternatives and similar repositories for evaluation-guidebook
Users that are interested in evaluation-guidebook are comparing it to the libraries listed below
Sorting:
- A reading list on LLM based Synthetic Data Generation π₯β1,515Updated 7 months ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backendsβ2,291Updated 2 weeks ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifiβ¦β3,074Updated last week
- Textbook on reinforcement learning from human feedbackβ1,478Updated this week
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.β2,859Updated last week
- Synthetic data curation for post-training and structured data extractionβ1,618Updated last week
- Tool for generating high quality Synthetic datasetsβ1,484Updated 3 months ago
- π€ Benchmark Large Language Models Reliably On Your Dataβ426Updated last month
- β695Updated 9 months ago
- Evaluate your LLM's response with Prometheus and GPT4 π―β1,038Updated 9 months ago
- Curated list of datasets and tools for post-training.β4,205Updated 2 months ago
- Our library for RL environments + evalsβ3,791Updated this week
- β2,150Updated 3 weeks ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.β1,592Updated last month
- A collection of notebooks/recipes showcasing usecases of open-source models with Together AI.β1,097Updated this week
- System 2 Reasoning Link Collectionβ869Updated 10 months ago
- Inspect: A framework for large language model evaluationsβ1,712Updated this week
- Fast Multimodal Semantic Deduplication & Filteringβ879Updated 2 weeks ago
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipyβ1,473Updated last week
- Minimalistic large language model 3D-parallelism trainingβ2,529Updated last month
- Best practices for distilling large language models.β604Updated 2 years ago
- TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.β3,331Updated 6 months ago
- Automatically evaluate your LLMs in Google Colabβ685Updated last year
- Bringing BERT into modernity via both architecture changes and scalingβ1,625Updated 7 months ago
- Recipes for shrinking, optimizing, customizing cutting edge vision models. πβ1,869Updated 3 weeks ago
- The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.β2,490Updated last week
- β1,345Updated 11 months ago
- Deep learning for dummies. All the practical details and useful utilities that go into working with real models.β829Updated 6 months ago
- Awesome Reasoning LLM Tutorial/Survey/Guideβ2,280Updated 3 months ago
- Use late-interaction multi-modal models such as ColPali in just a few lines of code.β842Updated last year