microsoft / LMOpsLinks
General technology for enabling AI capabilities w/ LLMs and MLLMs
☆4,128Updated 2 months ago
Alternatives and similar repositories for LMOps
Users that are interested in LMOps are comparing it to the libraries listed below
Sorting:
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,710Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,471Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,745Updated last year
- Toolkit for creating, sharing and using natural language prompts.☆2,931Updated last year
- Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models …☆2,470Updated this week
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,498Updated last year
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,614Updated 3 months ago
- Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI☆2,050Updated last year
- ☆1,538Updated 3 weeks ago
- A modular RL library to fine-tune language models to human preferences☆2,348Updated last year
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,851Updated last month
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,020Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,901Updated last year
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,004Updated 8 months ago
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,807Updated 9 months ago
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,079Updated 2 months ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,782Updated 2 months ago
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆2,045Updated 2 years ago
- Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models☆3,113Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,606Updated last year
- Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"☆2,470Updated 9 months ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,065Updated last year
- Alpaca dataset from Stanford, cleaned and curated☆1,569Updated 2 years ago
- An open-source framework for training large multimodal models.☆4,005Updated last year
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,618Updated 2 years ago
- [NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning☆2,854Updated 8 months ago
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,129Updated last year
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,561Updated 3 months ago
- Robust recipes to align language models with human and AI preferences☆5,356Updated last week
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,196Updated last year