wasiahmad / Awesome-LLM-Synthetic-Data
A reading list on LLM based Synthetic Data Generation π₯
β761Updated this week
Related projects β
Alternatives and complementary repositories for Awesome-LLM-Synthetic-Data
- Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard aβ¦β764Updated this week
- β916Updated this week
- Evaluate your LLM's response with Prometheus and GPT4 π―β794Updated 2 months ago
- Official repo for the paper "Scaling Synthetic Data Creation with 1,000,000,000 Personas"β868Updated last month
- Automatically evaluate your LLMs in Google Colabβ556Updated 6 months ago
- A collection of notebooks/recipes showcasing usecases of open-source models with Together AI.β400Updated this week
- Optimizing inference proxy for LLMsβ1,329Updated this week
- System 2 Reasoning Link Collectionβ683Updated last week
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifiβ¦β1,612Updated this week
- Framework for enhancing LLMs for RAG tasks using fine-tuning.β502Updated 3 weeks ago
- High-quality datasets, tools, and concepts for LLM fine-tuning.β1,974Updated 2 weeks ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.β1,042Updated this week
- Automated Design of Agentic Systemsβ1,016Updated this week
- ReFT: Representation Finetuning for Language Modelsβ1,145Updated this week
- [NeurIPS 2024 Spotlight] Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Modelsβ531Updated last week
- TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.β1,797Updated last week
- MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineeringβ492Updated last week
- RAGChecker: A Fine-grained Framework For Diagnosing RAGβ528Updated last month
- β522Updated last week
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Modelsβ946Updated last month
- β280Updated 2 months ago
- List of papers on hallucination detection in LLMs.β669Updated last week
- awesome synthetic (text) datasetsβ239Updated last week
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.β401Updated 2 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracyβ1,551Updated 2 months ago
- Automated Evaluation of RAG Systemsβ479Updated this week
- Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhanβ¦β481Updated 5 months ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backendsβ787Updated last week
- Generative Representational Instruction Tuningβ562Updated this week
- Code for Quiet-STaRβ639Updated 2 months ago