gnovack / distributed-training-and-deepspeed
☆17Updated last year
Alternatives and similar repositories for distributed-training-and-deepspeed:
Users that are interested in distributed-training-and-deepspeed are comparing it to the libraries listed below
- A place to store reusable transformer components of my own creation or found on the interwebs☆48Updated this week
- ☆100Updated 10 months ago
- Various transformers for FSDP research☆37Updated 2 years ago
- ☆19Updated 2 years ago
- ☆48Updated last year
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆126Updated 8 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- Learn CUDA with PyTorch☆19Updated 2 months ago
- ☆76Updated 9 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models"☆59Updated 6 months ago
- Make triton easier☆47Updated 10 months ago
- Experiment of using Tangent to autodiff triton☆78Updated last year
- A library for squeakily cleaning and filtering language datasets.☆46Updated last year
- Code for studying the super weight in LLM☆97Updated 4 months ago
- CUDA and Triton implementations of Flash Attention with SoftmaxN.☆68Updated 10 months ago
- Load compute kernels from the Hub☆113Updated this week
- a pipeline for using api calls to agnostically convert unstructured data into structured training data☆30Updated 6 months ago
- Simple and efficient pytorch-native transformer training and inference (batched)☆72Updated last year
- Simple implementation of Speculative Sampling in NumPy for GPT-2.☆93Updated last year
- ☆27Updated 2 months ago
- Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.☆45Updated 8 months ago
- ☆25Updated last year
- minimal pytorch implementation of bm25 (with sparse tensors)☆100Updated last year
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆64Updated 4 months ago
- ☆103Updated 7 months ago
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆81Updated last year
- Utilities for Training Very Large Models☆58Updated 6 months ago
- Official repo to On the Generalization Ability of Retrieval-Enhanced Transformers☆38Updated 10 months ago
- ☆38Updated 11 months ago
- ☆21Updated last month