jihoo-kim / awesome-production-llmLinks
A curated list of awesome open-source libraries for production LLM
☆485Updated 5 months ago
Alternatives and similar repositories for awesome-production-llm
Users that are interested in awesome-production-llm are comparing it to the libraries listed below
Sorting:
- The Universe of Data. All about data, data science, and data engineering☆550Updated 10 months ago
- Agentic-RAG explores advanced Retrieval-Augmented Generation systems enhanced with AI LLM agents.☆815Updated 4 months ago
- Framework for enhancing LLMs for RAG tasks using fine-tuning.☆741Updated 2 weeks ago
- Hands-on tutorials on fine-tuning various LLMs using different fine-tuning techniques☆225Updated last month
- A curated list of retrieval-augmented generation (RAG) in large language models☆276Updated 3 months ago
- The Universe of Evaluation. All about the evaluation for LLMs.☆224Updated 10 months ago
- Summarize existing representative LLMs text datasets.☆1,278Updated 2 months ago
- A reading list on LLM based Synthetic Data Generation 🔥☆1,287Updated 2 weeks ago
- This project showcases an LLMOps pipeline that fine-tunes a small-size LLM model to prepare for the outage of the service LLM.☆305Updated 2 months ago
- Generate a comprehensive review from an arXiv paper, then turn it into a blog post. This project powers the website below for the Hugging…☆774Updated 3 months ago
- Repository for the "Building LLMs for Production" book by Towards AI.☆465Updated 8 months ago
- Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,A…☆337Updated last year
- All the code and materials related to our YouTube channel (TwoSetAI)☆108Updated 2 weeks ago
- Tool for generating high quality Synthetic datasets☆896Updated last week
- Automated Evaluation of RAG Systems☆599Updated 2 months ago
- Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard a…☆1,391Updated 5 months ago
- Kickstart your LLMOps initiative with a flexible, robust, and productive Python package.☆871Updated 3 months ago
- ☆723Updated 10 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,438Updated last week
- An open-source tool for seamless migration from other LLMs to Llama, and for general prompt optimization.☆360Updated last week
- This is an implementation of the paper: Searching for Best Practices in Retrieval-Augmented Generation (EMNLP2024)☆320Updated 5 months ago
- A category wise collection of 200+ LLM survey papers.☆151Updated 2 months ago
- LangChain, LangGraph Open Tutorial for everyone!☆663Updated 2 weeks ago
- Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs…☆319Updated 6 months ago
- 📝 Automatically annotate papers using LLMs☆322Updated last month
- A Practical Approach to Retrieval Augmented Generation (RAG) Systems - Ebook☆54Updated 10 months ago
- Banishing LLM Hallucinations Requires Rethinking Generalization☆276Updated 10 months ago
- ☆335Updated 8 months ago
- TAG-Bench: A benchmark for table-augmented generation (TAG)☆739Updated 2 months ago
- Automatically evaluate your LLMs in Google Colab☆631Updated last year