deepspeedai / DeepSpeedExamplesLinks
Example models using DeepSpeed
☆6,547Updated last week
Alternatives and similar repositories for DeepSpeedExamples
Users that are interested in DeepSpeedExamples are comparing it to the libraries listed below
Sorting:
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,435Updated last month
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆39,142Updated this week
- GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)☆7,682Updated last year
- GLM (General Language Model)☆3,240Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,404Updated 2 years ago
- Instruction Tuning with GPT-4☆4,309Updated 2 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,518Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,886Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆7,167Updated this week
- BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)☆8,176Updated 8 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆18,861Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆12,153Updated 6 months ago
- A large-scale 7B pretraining language model developed by BaiChuan-Inc.☆5,687Updated 11 months ago
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,073Updated 9 months ago
- ModelScope: bring the notion of Model-as-a-Service to life.☆8,032Updated this week
- Train transformer language models with reinforcement learning.☆14,366Updated this week
- 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☆4,153Updated 2 months ago
- A series of large language models developed by Baichuan Intelligent Technology☆4,125Updated 7 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,674Updated last year
- Transformer related optimization, including BERT, GPT☆6,219Updated last year
- FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.☆3,875Updated 6 months ago
- We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tunin…☆2,750Updated last year
- ⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡☆2,944Updated last year
- An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks☆2,044Updated last year
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆9,641Updated this week
- Fast and memory-efficient exact attention☆18,043Updated this week
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,096Updated 3 months ago
- An open-source framework for training large multimodal models.☆3,960Updated 10 months ago
- Instruct-tune LLaMA on consumer hardware☆18,927Updated 11 months ago
- 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☆3,053Updated last year