tanyuqian / redcoLinks
NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
☆69Updated last year
Alternatives and similar repositories for redco
Users that are interested in redco are comparing it to the libraries listed below
Sorting:
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated last year
- Simple and efficient pytorch-native transformer training and inference (batched)☆79Updated last year
- JORA: JAX Tensor-Parallel LoRA Library (ACL 2024)☆36Updated last year
- CUDA and Triton implementations of Flash Attention with SoftmaxN.☆73Updated last year
- [EMNLP 2023 Industry Track] A simple prompting approach that enables the LLMs to run inference in batches.☆77Updated last year
- Using FlexAttention to compute attention with different masking patterns☆47Updated last year
- Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"☆121Updated last year
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models☆68Updated 8 months ago
- ☆26Updated 2 years ago
- ☆39Updated last year
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- ☆53Updated last year
- ☆61Updated 6 months ago
- Make triton easier☆49Updated last year
- The evaluation framework for training-free sparse attention in LLMs☆108Updated 2 months ago
- [NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling☆40Updated 2 years ago
- ☆76Updated last year
- ☆27Updated 2 years ago
- ☆22Updated 2 years ago
- ☆64Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆135Updated last year
- ☆112Updated last year
- ☆47Updated last year
- Linear Attention Sequence Parallelism (LASP)☆88Updated last year
- Kinetics: Rethinking Test-Time Scaling Laws☆85Updated 5 months ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆157Updated 9 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆112Updated 9 months ago
- [NeurIPS'23] Speculative Decoding with Big Little Decoder☆95Updated last year