EleutherAI / DeeperSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
☆164Updated last week
Alternatives and similar repositories for DeeperSpeed:
Users that are interested in DeeperSpeed are comparing it to the libraries listed below
- ☆128Updated 2 years ago
- Used for adaptive human in the loop evaluation of language and embedding models.☆306Updated 2 years ago
- Experiments with generating opensource language model assistants☆97Updated last year
- ☆67Updated 2 years ago
- Simple Annotated implementation of GPT-NeoX in PyTorch☆110Updated 2 years ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆115Updated last year
- This repository contains all the code for collecting large scale amounts of code from GitHub.☆107Updated 2 years ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆187Updated 2 years ago
- Swarm training framework using Haiku + JAX + Ray for layer parallel transformer language models on unreliable, heterogeneous nodes☆236Updated last year
- Blazing fast training of 🤗 Transformers on Graphcore IPUs☆85Updated last year
- Pipeline for pulling and processing online language model pretraining data from the web☆175Updated last year
- OSLO: Open Source for Large-scale Optimization☆175Updated last year
- A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs☆114Updated 2 years ago
- some common Huggingface transformers in maximal update parametrization (µP)☆80Updated 3 years ago
- Train very large language models in Jax.☆203Updated last year
- Inference code for LLaMA models in JAX☆116Updated 9 months ago
- ☆89Updated 2 years ago
- ☆147Updated 4 years ago
- Techniques used to run BLOOM at inference in parallel☆37Updated 2 years ago
- For experiments involving instruct gpt. Currently used for documenting open research questions.☆71Updated 2 years ago
- JAX implementation of the Llama 2 model☆216Updated last year
- [WIP] A 🔥 interface for running code in the cloud☆86Updated 2 years ago
- Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference…☆204Updated 2 months ago
- Code repository for the c-BTM paper☆106Updated last year
- Adversarial Training and SFT for Bot Safety Models☆39Updated last year
- Easily convert common crawl to a dataset of caption and document. Image/text Audio/text Video/text, ...☆316Updated last year
- A crude RLHF layer on top of nanoGPT with Gumbel-Softmax trick☆289Updated last year
- Minimal library to train LLMs on TPU in JAX with pjit().☆282Updated last year
- Minimal code to train a Large Language Model (LLM).☆168Updated 2 years ago
- Repository for analysis and experiments in the BigCode project.☆117Updated 11 months ago