DS3Lab / CocktailSGD
☆25Updated last year
Alternatives and similar repositories for CocktailSGD:
Users that are interested in CocktailSGD are comparing it to the libraries listed below
- Boosting 4-bit inference kernels with 2:4 Sparsity☆64Updated 4 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- ☆19Updated last year
- Repository for CPU Kernel Generation for LLM Inference☆25Updated last year
- Simple and efficient pytorch-native transformer training and inference (batched)☆66Updated 9 months ago
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆106Updated 5 months ago
- ☆41Updated last year
- Fast and memory-efficient exact attention☆52Updated last month
- ☆23Updated 2 months ago
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆62Updated last month
- Using FlexAttention to compute attention with different masking patterns☆40Updated 3 months ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆111Updated last month
- KernelBench: Can LLMs Write GPU Kernels? - Benchmark with Torch -> CUDA problems☆91Updated this week
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆152Updated 6 months ago
- ☆43Updated 2 months ago
- extensible collectives library in triton☆76Updated 3 months ago
- A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.☆61Updated 5 months ago
- Make triton easier☆42Updated 7 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models"☆58Updated 3 months ago
- Efficient LLM Inference Acceleration using Prompting☆45Updated 2 months ago
- ☆40Updated 11 months ago
- Code for Palu: Compressing KV-Cache with Low-Rank Projection☆63Updated 2 months ago
- ☆135Updated last year
- Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆107Updated last month
- ☆107Updated 3 months ago
- 16-fold memory access reduction with nearly no loss☆63Updated 2 months ago
- Experiment of using Tangent to autodiff triton☆74Updated 11 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆56Updated 3 months ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆55Updated 2 months ago
- ☆51Updated 7 months ago