☆82Apr 1, 2024Updated 2 years ago
Alternatives and similar repositories for lut-gemm
Users that are interested in lut-gemm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆20Sep 28, 2024Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆852Mar 6, 2025Updated last year
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆114Oct 15, 2024Updated last year
- [OSDI 2025] DecDEC: A Systems Approach to Advancing Low‑Bit LLM Quantization☆26Jan 29, 2026Updated 6 months ago
- A simulator for SK hynix AiM PIM architecture based on Ramulator 2.0☆70Jul 22, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆40Mar 14, 2024Updated 2 years ago
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆394Apr 13, 2025Updated last year
- ☆32Jul 2, 2025Updated last year
- ☆124Nov 17, 2023Updated 2 years ago
- ☆64Oct 17, 2023Updated 2 years ago
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆770Aug 6, 2025Updated last year
- Low-bit LLM inference on CPU/NPU with lookup table☆982Jun 5, 2025Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆69Mar 25, 2025Updated last year
- 서울대학교 전기정보공학부 학사 학위논문 LaTeX (비공식) 템플릿☆20Jun 21, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This is the top-level repository for the Accel-Sim framework.☆635Mar 24, 2026Updated 4 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆44Aug 14, 2024Updated last year
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆432Aug 13, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆400Jul 10, 2025Updated last year
- Canvas: End-to-End Kernel Architecture Search in Neural Networks☆27Nov 18, 2024Updated last year
- Tutorials of Extending and importing TVM with CMAKE Include dependency.☆16Oct 11, 2024Updated last year
- This is the repositoary for our paper published at ICML24.☆11Jun 11, 2025Updated last year
- The official implementation of the DAC 2024 paper GQA-LUT☆25Dec 20, 2024Updated last year
- ☆42Mar 28, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆170Feb 15, 2025Updated last year
- Memory Simulator and Optimizer☆22Oct 23, 2019Updated 6 years ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆156Dec 4, 2024Updated last year
- Awesome LLM compression research papers and tools.☆1,859Jun 30, 2026Updated last month
- [NeurIPS 2024] "AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment" by Yonggan Fu, Zhongzhi Yu,…☆19Dec 13, 2024Updated last year
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,674Jul 12, 2024Updated 2 years ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,123Sep 4, 2024Updated last year
- ViTALiTy (HPCA'23) Code Repository☆23Mar 13, 2023Updated 3 years ago
- Heterogenous ML accelerator☆22May 5, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆724Aug 13, 2024Updated last year
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆145May 3, 2025Updated last year
- An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks☆17Mar 27, 2026Updated 4 months ago
- Residual vector quantization for KV cache compression in large language model☆12Oct 22, 2024Updated last year
- PyTorch implementation of Language model compression with weighted low-rank factorization☆14Jun 28, 2023Updated 3 years ago
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆345Apr 10, 2026Updated 4 months ago
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆37Feb 21, 2024Updated 2 years ago