microsoft / LMOpsLinks
General technology for enabling AI capabilities w/ LLMs and MLLMs
☆4,277Updated last month
Alternatives and similar repositories for LMOps
Users that are interested in LMOps are comparing it to the libraries listed below
Sorting:
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,769Updated last year
- Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models …☆2,662Updated this week
- Toolkit for creating, sharing and using natural language prompts.☆2,997Updated 2 years ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,573Updated 2 years ago
- Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI☆2,057Updated last year
- ☆1,560Updated this week
- A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)☆3,151Updated 2 months ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,936Updated last year
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,741Updated 2 years ago
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,725Updated 2 months ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,940Updated 5 months ago
- Robust recipes to align language models with human and AI preferences☆5,489Updated 5 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,167Updated last year
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,811Updated 7 months ago
- A modular RL library to fine-tune language models to human preferences☆2,376Updated last year
- Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models☆3,195Updated last year
- Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)☆2,003Updated last year
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,699Updated last year
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,092Updated 7 months ago
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,512Updated last year
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,897Updated 2 years ago
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,592Updated 8 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆7,939Updated 2 weeks ago
- MTEB: Massive Text Embedding Benchmark☆3,106Updated this week
- Reference implementation for DPO (Direct Preference Optimization)☆2,846Updated last year
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,101Updated 2 years ago
- ☆4,112Updated last year
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,228Updated last year
- ☆2,883Updated 11 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,668Updated last year