microsoft / llm-data-creationLinks
Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"
☆137Updated 2 years ago
Alternatives and similar repositories for llm-data-creation
Users that are interested in llm-data-creation are comparing it to the libraries listed below
Sorting:
- Codebase accompanying the Summary of a Haystack paper.☆80Updated last year
- Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"☆120Updated 3 months ago
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆77Updated last year
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆250Updated last year
- awesome synthetic (text) datasets☆321Updated last month
- RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker☆126Updated 3 months ago
- This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"☆208Updated last month
- ☆161Updated last year
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆156Updated 2 years ago
- ☆147Updated last year
- Code accompanying "How I learned to start worrying about prompt formatting".☆115Updated 8 months ago
- Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute…☆51Updated last year
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆184Updated last year
- This is the reproduction repository for my 🤗 Hugging Face blog post on synthetic data☆68Updated last year
- Source code of the paper: RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering [F…☆67Updated last year
- Official repo for "Make Your LLM Fully Utilize the Context"☆263Updated last year
- ☆82Updated 2 months ago
- Let's build better datasets, together!☆269Updated last year
- ☆130Updated last year
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆168Updated 2 years ago
- ☆78Updated 2 years ago
- Repository for “PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers”, NAACL24☆151Updated last year
- ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research paper…☆113Updated last year
- Code for KaLM-Embedding models☆113Updated 7 months ago
- Using open source LLMs to build synthetic datasets for direct preference optimization☆72Updated last year
- Mixing Language Models with Self-Verification and Meta-Verification☆112Updated last year
- Meta-CoT: Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models☆101Updated 2 years ago
- a curated list of the role of small models in the LLM era☆111Updated last year
- ☆120Updated last year
- MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents [EMNLP 2024]☆194Updated 5 months ago