FasterDecoding / TEALLinks
☆158Updated 11 months ago
Alternatives and similar repositories for TEAL
Users that are interested in TEAL are comparing it to the libraries listed below
Sorting:
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆176Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆152Updated 11 months ago
- 16-fold memory access reduction with nearly no loss☆109Updated 10 months ago
- ☆300Updated 6 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆93Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆161Updated 3 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆335Updated last year
- ☆133Updated 7 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆64Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆352Updated 2 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆137Updated last year
- Triton-based implementation of Sparse Mixture of Experts.☆262Updated 3 months ago
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆172Updated 2 months ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆78Updated 6 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆140Updated 7 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆84Updated last year
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆401Updated last year
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆29Updated 11 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆221Updated last year
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆187Updated 4 months ago
- ☆51Updated last year
- KV cache compression for high-throughput LLM inference☆150Updated 11 months ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆257Updated 5 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆368Updated 6 months ago
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆154Updated last week
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆38Updated 11 months ago
- The official implementation of the EMNLP 2023 paper LLM-FP4☆219Updated 2 years ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆113Updated 10 months ago
- ☆31Updated last year
- The evaluation framework for training-free sparse attention in LLMs☆110Updated 3 months ago