Low-bit LLM inference on CPU/NPU with lookup table
☆965Jun 5, 2025Updated last year
Alternatives and similar repositories for T-MAC
Users that are interested in T-MAC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆765Aug 6, 2025Updated 10 months ago
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆138May 16, 2024Updated 2 years ago
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆341Apr 10, 2026Updated 2 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆841Mar 6, 2025Updated last year
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆680Apr 25, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆149Dec 4, 2024Updated last year
- ☆252Oct 24, 2025Updated 7 months ago
- A throughput-oriented high-performance serving framework for LLMs☆962Mar 29, 2026Updated 2 months ago
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆391Apr 13, 2025Updated last year
- FlashInfer: Kernel Library for LLM Serving☆5,760Updated this week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,082Sep 4, 2024Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆541Feb 10, 2025Updated last year
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,556Jul 17, 2025Updated 10 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆341Jul 2, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,219Apr 8, 2026Updated 2 months ago
- High-speed Large Language Model Serving for Local Deployment☆9,522May 11, 2026Updated 3 weeks ago
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆113Oct 15, 2024Updated last year
- ☆82Apr 1, 2024Updated 2 years ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆513Nov 26, 2024Updated last year
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,658Jul 12, 2024Updated last year
- ☆359Apr 2, 2024Updated 2 years ago
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆217Nov 25, 2025Updated 6 months ago
- Fast low-bit matmul kernels in Triton☆467May 15, 2026Updated 3 weeks ago
- 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.
- Fast Multimodal LLM on Mobile Devices☆1,532Apr 30, 2026Updated last month
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆175Nov 26, 2025Updated 6 months ago
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆2,293Updated this week
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆65Mar 25, 2025Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆391Jul 10, 2025Updated 10 months ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,270Apr 20, 2026Updated last month
- Official inference framework for 1-bit LLMs☆39,224Mar 10, 2026Updated 2 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆402Nov 20, 2025Updated 6 months ago
- ☆20Sep 28, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆126Jul 4, 2025Updated 11 months ago
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,386Feb 20, 2026Updated 3 months ago
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆899Nov 26, 2025Updated 6 months ago
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆233Jan 11, 2025Updated last year
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆220Sep 21, 2024Updated last year
- SGLang is a high-performance serving framework for large language models and multimodal models.☆28,886Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,258Updated this week