Alternatives and similar repositories for LMOps:

Users that are interested in LMOps are comparing it to the libraries listed below

• lucidrains / toolformer-pytorch
  Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI
  ☆1,996Updated 6 months ago
• FranxYao / chain-of-thought-hub
  Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
  ☆2,643Updated 5 months ago
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,570Updated last year
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆7,576Updated this week
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆6,557Updated this week
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆10,781Updated this week
• bigscience-workshop / promptsource
  Toolkit for creating, sharing and using natural language prompts.
  ☆2,747Updated last year
• yizhongw / self-instruct
  Aligning pretrained language models with instruction data generated by themselves.
  ☆4,247Updated last year
• togethercomputer / RedPajama-Data
  The RedPajama-Data repository contains code for preparing large datasets for training large language models.
  ☆4,624Updated last month
• google-research / FLAN
  ☆1,490Updated 3 months ago
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆6,770Updated 6 months ago
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,185Updated 7 months ago
• stanford-crfm / helm
  Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09…
  ☆2,028Updated this week
• OpenGVLab / LLaMA-Adapter
  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
  ☆5,801Updated 10 months ago
• allenai / RL4LMs
  A modular RL library to fine-tune language models to human preferences
  ☆2,260Updated 10 months ago
• huggingface / alignment-handbook
  Robust recipes to align language models with human and AI preferences
  ☆4,933Updated 2 months ago
• Alpha-VLLM / LLaMA2-Accessory
  An Open-source Toolkit for LLM Development
  ☆2,747Updated 2 weeks ago
• anthropics / hh-rlhf
  Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
  ☆1,673Updated last year
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,650Updated last week
• THUDM / AgentBench
  A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
  ☆2,341Updated 2 months ago
• ray-project / llm-numbers
  Numbers every LLM developer should know
  ☆4,152Updated last year
• amazon-science / auto-cot
  Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
  ☆1,676Updated 10 months ago
• arcee-ai / mergekit
  Tools for merging pretrained large language models.
  ☆5,157Updated this week
• Lightning-AI / lit-llama
  Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…
  ☆6,022Updated 4 months ago
• EleutherAI / pythia
  The hub for EleutherAI's work on interpretability and learning dynamics
  ☆2,349Updated last month
• microsoft / DeepSpeed-MII
  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
  ☆1,948Updated this week
• xlang-ai / instructor-embedding
  [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
  ☆1,904Updated last week
• Instruction-Tuning-with-GPT-4 / GPT-4-LLM
  Instruction Tuning with GPT-4
  ☆4,259Updated last year
• AkariAsai / self-rag
  This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…
  ☆1,945Updated 8 months ago
• jquesnelle / yarn
  YaRN: Efficient Context Window Extension of Large Language Models
  ☆1,402Updated 9 months ago