DS3Lab / CocktailSGD
☆27Updated last year
Alternatives and similar repositories for CocktailSGD:
Users that are interested in CocktailSGD are comparing it to the libraries listed below
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆41Updated last year
- Using FlexAttention to compute attention with different masking patterns☆43Updated 7 months ago
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆65Updated 5 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆73Updated 8 months ago
- ☆18Updated 2 years ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆59Updated 7 months ago
- Repository for CPU Kernel Generation for LLM Inference☆26Updated last year
- ☆25Updated 6 months ago
- Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.☆28Updated 2 years ago
- Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.☆45Updated 9 months ago
- Experiment of using Tangent to autodiff triton☆78Updated last year
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆100Updated this week
- GPU operators for sparse tensor operations☆32Updated last year
- ☆43Updated last year
- ☆93Updated 2 years ago
- Simple and efficient pytorch-native transformer training and inference (batched)☆75Updated last year
- Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…☆21Updated 8 months ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆60Updated 3 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆36Updated 3 weeks ago
- Vocabulary Parallelism☆19Updated 2 months ago
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆80Updated last year
- Odysseus: Playground of LLM Sequence Parallelism☆69Updated 10 months ago
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆131Updated 9 months ago
- ☆104Updated 8 months ago
- ☆81Updated last year
- Make triton easier☆47Updated 10 months ago
- ☆37Updated 8 months ago
- ☆45Updated 2 months ago
- A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.☆65Updated 9 months ago
- Fast and memory-efficient exact attention☆68Updated 2 months ago