Accelerate inference without tears
☆374Jan 23, 2026Updated 2 months ago
Alternatives and similar repositories for PainlessInferenceAcceleration
Users that are interested in PainlessInferenceAcceleration are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,324Mar 6, 2025Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆215Mar 5, 2026Updated 3 weeks ago
- Efficient AI Inference & Serving☆480Jan 8, 2024Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,722Jun 25, 2024Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆116Mar 20, 2025Updated 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.
- ☆602Aug 23, 2024Updated last year
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,074Updated this week
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,203Mar 9, 2026Updated 3 weeks ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆152Dec 23, 2025Updated 3 months ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,977Updated this week
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,246Feb 20, 2026Updated last month
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,163Mar 9, 2026Updated 3 weeks ago
- A throughput-oriented high-performance serving framework for LLMs☆950Oct 29, 2025Updated 5 months ago
- ☆533Feb 10, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Distributed IO-aware Attention algorithm☆24Sep 24, 2025Updated 6 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,045Sep 4, 2024Updated last year
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,869Updated this week
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆250Mar 15, 2024Updated 2 years ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,082Updated this week
- ☆28May 24, 2025Updated 10 months ago
- FlashInfer: Kernel Library for LLM Serving☆5,231Updated this week
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆145Dec 4, 2024Updated last year
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆4,997Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆278Aug 31, 2024Updated last year
- Easy and Efficient Quantization for Transformers☆206Updated this week
- [ICML 2024] CLLMs: Consistency Large Language Models☆414Nov 16, 2024Updated last year
- DashInfer is a native LLM inference engine aiming to deliver industry-leading performance atop various hardware architectures, including …☆275Aug 6, 2025Updated 7 months ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆25,041Updated this week
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,169Mar 23, 2026Updated last week
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,905Jan 21, 2024Updated 2 years ago
- Odysseus: Playground of LLM Sequence Parallelism☆79Jun 17, 2024Updated last year
- A low-latency & high-throughput serving engine for LLMs☆486Jan 8, 2026Updated 2 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,039Apr 11, 2025Updated 11 months ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,105Jun 30, 2025Updated 8 months ago
- ☆141Apr 23, 2024Updated last year
- Build, evaluate and train General Multi-Agent Assistance with ease☆1,163Updated this week
- Ring attention implementation with flash attention☆998Sep 10, 2025Updated 6 months ago
- Disaggregated serving system for Large Language Models (LLMs).☆792Apr 6, 2025Updated 11 months ago
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆140Jun 12, 2024Updated last year