deepspeedai / DeepSpeedExamples
Example models using DeepSpeed
☆6,470Updated 2 weeks ago
Alternatives and similar repositories for DeepSpeedExamples:
Users that are interested in DeepSpeedExamples are comparing it to the libraries listed below
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆38,206Updated this week
- Instruction Tuning with GPT-4☆4,301Updated last year
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,411Updated this week
- GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)☆7,680Updated last year
- 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☆4,154Updated 2 weeks ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,359Updated 2 years ago
- GLM (General Language Model)☆3,234Updated last year
- BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)☆8,138Updated 6 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆6,972Updated this week
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,740Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,411Updated 10 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆18,274Updated this week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,711Updated 4 months ago
- An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks☆2,033Updated last year
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆13,564Updated this week
- A large-scale 7B pretraining language model developed by BaiChuan-Inc.☆5,691Updated 9 months ago
- ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡☆2,943Updated last year
- A series of large language models developed by Baichuan Intelligent Technology☆4,126Updated 5 months ago
- Transformer related optimization, including BERT, GPT☆6,144Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,868Updated last year
- Ongoing research training transformer models at scale☆12,261Updated this week
- Train transformer language models with reinforcement learning.☆13,559Updated this week
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,062Updated last month
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,633Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,826Updated 3 weeks ago
- 基于ChatGLM-6B + LoRA的Fintune方案☆3,764Updated last year
- 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☆3,052Updated last year
- Fast and memory-efficient exact attention☆17,192Updated this week
- Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调☆3,700Updated last year
- A 13B large language model developed by Baichuan Intelligent Technology☆2,974Updated last year