microsoft / LMOpsLinks
General technology for enabling AI capabilities w/ LLMs and MLLMs
☆4,269Updated last month
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)☆4,739Updated 2 years ago
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,769Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,570Updated 2 years ago
- Toolkit for creating, sharing and using natural language prompts.☆2,996Updated 2 years ago
- Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models …☆2,655Updated this week
- Robust recipes to align language models with human and AI preferences☆5,481Updated 4 months ago
- Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI☆2,057Updated last year
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,159Updated last year
- A modular RL library to fine-tune language models to human preferences☆2,376Updated last year
- ☆1,560Updated last week
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,717Updated 2 months ago
- Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models☆3,192Updated last year
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,810Updated 7 months ago
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,591Updated 7 months ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,939Updated 5 months ago
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,021Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆7,931Updated last week
- An Open-source Toolkit for LLM Development☆2,802Updated last year
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,091Updated 7 months ago
- ☆1,337Updated last year
- MTEB: Massive Text Embedding Benchmark☆3,095Updated this week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,921Updated last year
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,801Updated 3 months ago
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,093Updated 7 months ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,765Updated 3 months ago
- Tools for merging pretrained large language models.☆6,718Updated this week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,936Updated last year
- Numbers every LLM developer should know☆4,280Updated 2 years ago
- 800,000 step-level correctness labels on LLM solutions to MATH problems☆2,085Updated 2 years ago
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,510Updated last year