NVlabs / COATLinks
[ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training
☆203Updated 2 weeks ago
Alternatives and similar repositories for COAT
Users that are interested in COAT are comparing it to the libraries listed below
Sorting:
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆291Updated 6 months ago
- A sparse attention kernel supporting mix sparse patterns☆219Updated 3 months ago
- Efficient triton implementation of Native Sparse Attention.☆155Updated last week
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆208Updated 9 months ago
- 🔥 A minimal training framework for scaling FLA models☆146Updated 3 weeks ago
- ☆248Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆163Updated 10 months ago
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆102Updated this week
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆305Updated 11 months ago
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆506Updated last week
- XAttention: Block Sparse Attention with Antidiagonal Scoring☆158Updated 3 weeks ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆136Updated last week
- Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆133Updated last week
- 16-fold memory access reduction with nearly no loss☆94Updated 2 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆125Updated 5 months ago
- ☆129Updated 3 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆93Updated this week
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆107Updated 2 weeks ago
- A collection of memory efficient attention operators implemented in the Triton language.☆271Updated 11 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆124Updated last month
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆269Updated last month
- This repository contains integer operators on GPUs for PyTorch.☆205Updated last year
- ☆149Updated last year
- ☆138Updated 3 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆69Updated 11 months ago
- Code Repository of Evaluating Quantized Large Language Models☆123Updated 8 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆186Updated 3 months ago
- The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆128Updated last week
- ☆322Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆463Updated 3 months ago