Alternatives and similar repositories for DeepSpeedExamples

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

• zai-org / GLM-130B
  GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)
  ☆7,693Updated 2 years ago
• Instruction-Tuning-with-GPT-4 / GPT-4-LLM
  Instruction Tuning with GPT-4
  ☆4,322Updated 2 years ago
• deepspeedai / DeepSpeed
  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
  ☆39,689Updated this week
• yizhongw / self-instruct
  Aligning pretrained language models with instruction data generated by themselves.
  ☆4,448Updated 2 years ago
• OptimalScale / LMFlow
  An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
  ☆8,459Updated this week
• OpenGVLab / LLaMA-Adapter
  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
  ☆5,889Updated last year
• deepspeedai / Megatron-DeepSpeed
  Ongoing research training transformer language models at scale, including: BERT & GPT-2
  ☆2,134Updated 3 weeks ago
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,606Updated last year
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆19,252Updated this week
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,692Updated last year
• THUDM / GLM
  GLM (General Language Model)
  ☆3,273Updated last year
• NVIDIA / FasterTransformer
  Transformer related optimization, including BERT, GPT
  ☆6,267Updated last year
• FreedomIntelligence / LLMZoo
  ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡
  ☆2,944Updated last year
• baichuan-inc / Baichuan-7B
  A large-scale 7B pretraining language model developed by BaiChuan-Inc.
  ☆5,684Updated last year
• PhoebusSi / Alpaca-CoT
  We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…
  ☆2,762Updated last year
• LianjiaTech / BELLE
  BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）
  ☆8,217Updated 9 months ago
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆13,130Updated this week
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,918Updated 4 months ago
• baichuan-inc / Baichuan-13B
  A 13B large language model developed by Baichuan Intelligent Technology
  ☆2,969Updated last year
• baichuan-inc / Baichuan2
  A series of large language models developed by Baichuan Intelligent Technology
  ☆4,120Updated 9 months ago
• AetherCortex / Llama-X
  Open Academic Research on Improving LLaMA to SOTA LLM
  ☆1,620Updated last year
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,450Updated this week
• Facico / Chinese-Vicuna
  Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案，结构参考alpaca
  ☆4,152Updated 3 months ago
• THUDM / P-tuning-v2
  An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks
  ☆2,052Updated last year
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆14,989Updated this week
• togethercomputer / RedPajama-Data
  The RedPajama-Data repository contains code for preparing large datasets for training large language models.
  ☆4,786Updated 8 months ago
• CVI-SZU / Linly
  Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集
  ☆3,054Updated last year
• FranxYao / chain-of-thought-hub
  Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
  ☆2,744Updated last year
• project-baize / baize-chatbot
  Let ChatGPT teach your own chatbot in hours with a single GPU!
  ☆3,167Updated last year
• microsoft / LoRA
  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  ☆12,511Updated 7 months ago