Accelerate inference without tears
☆372Jan 23, 2026Updated 4 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☆1,337Mar 6, 2025Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆219Mar 5, 2026Updated 3 months ago
- Efficient AI Inference & Serving☆480Jan 8, 2024Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,751Jun 25, 2024Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆117Mar 20, 2025Updated last year
- 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.
- ☆610Aug 23, 2024Updated last year
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,230Updated this week
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,221Apr 8, 2026Updated 2 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆163Dec 23, 2025Updated 5 months ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,114Updated this week
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,397Feb 20, 2026Updated 3 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,257Jun 2, 2026Updated 2 weeks ago
- A throughput-oriented high-performance serving framework for LLMs☆965Mar 29, 2026Updated 2 months ago
- ☆543Apr 1, 2026Updated 2 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Distributed IO-aware Attention algorithm☆24Sep 24, 2025Updated 8 months ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,887Updated this week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,086Sep 4, 2024Updated last year
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆251Mar 15, 2024Updated 2 years ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,337Apr 20, 2026Updated last month
- ☆30May 24, 2025Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆152Dec 4, 2024Updated last year
- FlashInfer: Kernel Library for LLM Serving☆5,791Updated this week
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,569Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆281Aug 31, 2024Updated last year
- Easy and Efficient Quantization for Transformers☆205Mar 25, 2026Updated 2 months ago
- [ICML 2024] CLLMs: Consistency Large Language Models☆415Nov 16, 2024Updated last year
- DashInfer is a native LLM inference engine aiming to deliver industry-leading performance atop various hardware architectures, including …☆273Aug 6, 2025Updated 10 months ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,912Jan 21, 2024Updated 2 years ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆28,978Updated 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…☆13,889Updated this week
- Odysseus: Playground of LLM Sequence Parallelism☆81Jun 17, 2024Updated 2 years ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,067Apr 11, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A low-latency & high-throughput serving engine for LLMs☆506Jan 8, 2026Updated 5 months ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,105Jun 30, 2025Updated 11 months ago
- ☆135Jun 10, 2026Updated last week
- ☆140Apr 23, 2024Updated 2 years ago
- Disaggregated serving system for Large Language Models (LLMs).☆820Apr 6, 2025Updated last year
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆140Jun 12, 2024Updated 2 years ago
- Ring attention implementation with flash attention☆1,026Sep 10, 2025Updated 9 months ago