VITA-Group / Q-HitterLinks
☆15Updated last year
Alternatives and similar repositories for Q-Hitter
Users that are interested in Q-Hitter are comparing it to the libraries listed below
Sorting:
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆43Updated 9 months ago
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Updated last year
- ☆52Updated last year
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆47Updated last month
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆57Updated 6 months ago
- Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆19Updated 7 months ago
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆20Updated last year
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆54Updated last year
- ☆150Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆115Updated 2 months ago
- ☆55Updated last year
- ☆71Updated last year
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆33Updated last year
- [HPCA'24] Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System☆49Updated 2 months ago
- LLM Inference with Microscaling Format☆31Updated 10 months ago
- LLM Inference analyzer for different hardware platforms☆92Updated 2 months ago
- The official implementation of the DAC 2024 paper GQA-LUT☆20Updated 9 months ago
- ☆23Updated 2 years ago
- Artifacts of EVT ASPLOS'24☆26Updated last year
- Code release for AdapMoE accepted by ICCAD 2024☆33Updated 4 months ago
- [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆24Updated 11 months ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆48Updated 2 years ago
- ☆19Updated 4 years ago
- ☆52Updated last year
- ☆13Updated 3 years ago
- ☆19Updated 11 months ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆89Updated 2 years ago
- Artifact for USENIX ATC'23: TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs.☆50Updated last year
- UPMEM LLM Framework allows profiling PyTorch layers and functions and simulate those layers/functions with a given hardware profile.☆34Updated last month
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆59Updated 3 weeks ago