[ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
☆126Jul 4, 2025Updated 10 months ago
Alternatives and similar repositories for any-precision-llm
Users that are interested in any-precision-llm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆340Jul 2, 2024Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆400Nov 20, 2025Updated 6 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆840Mar 6, 2025Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆174Nov 26, 2025Updated 6 months ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆70Mar 7, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆53Aug 6, 2025Updated 9 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆183Jul 12, 2024Updated last year
- Network Contention-Aware Cluster Scheduling with Reinforcement Learning (IEEE ICPADS'23)☆20Jul 8, 2025Updated 10 months ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆509Nov 26, 2024Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆278Aug 31, 2024Updated last year
- ☆19Nov 11, 2024Updated last year
- QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference☆123Mar 6, 2024Updated 2 years ago
- Awesome list for LLM quantization☆422Apr 20, 2026Updated last month
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆155Aug 21, 2025Updated 9 months ago
- 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.
- ☆173Jun 22, 2025Updated 11 months ago
- Torch-native C++/CUDA library to accelerate tensor-product layers in MLIPs☆62Updated this week
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆424Aug 13, 2024Updated last year
- [OSDI 2025] DecDEC: A Systems Approach to Advancing Low‑Bit LLM Quantization☆24Jan 29, 2026Updated 4 months ago
- Compression for Foundation Models☆35Jul 21, 2025Updated 10 months ago
- LLM Inference with Microscaling Format☆34Nov 12, 2024Updated last year
- The official implementation of the EMNLP 2023 paper LLM-FP4☆224Dec 15, 2023Updated 2 years ago
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆138May 16, 2024Updated 2 years ago
- Codebase for the Progressive Mixed-Precision Decoding paper.☆19Jul 15, 2025Updated 10 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆158Feb 20, 2025Updated last year
- Fast low-bit matmul kernels in Triton☆458May 15, 2026Updated 2 weeks ago
- ☆53Nov 5, 2024Updated last year
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆62Aug 9, 2024Updated last year
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆216Nov 25, 2025Updated 6 months ago
- Code Repository of Evaluating Quantized Large Language Models☆134Sep 8, 2024Updated last year
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆180Apr 24, 2026Updated last month
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆386Jul 10, 2025Updated 10 months ago
- ☆23Mar 7, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Model Compression Toolbox for Large Language Models and Diffusion Models☆784Aug 14, 2025Updated 9 months ago
- ☆133Nov 11, 2024Updated last year
- Repository for the QUIK project, enabling the use of 4bit kernels for generative inference - EMNLP 2024☆186Apr 16, 2024Updated 2 years ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆265Nov 18, 2024Updated last year
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆181Nov 11, 2025Updated 6 months ago
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆284Mar 6, 2025Updated last year
- Benchmark tests supporting the TiledCUDA library.☆19Nov 19, 2024Updated last year