Accelerate inference without tears
☆369Jan 23, 2026Updated 8 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☆1,343Mar 6, 2025Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆220Mar 5, 2026Updated 7 months ago
- ☆15Feb 26, 2026Updated 7 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,775Jun 25, 2024Updated 2 years ago
- Efficient AI Inference & Serving☆473Jan 8, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆117Mar 20, 2025Updated last year
- Simple speculative decoding technique, integrated in vLLM and transformers☆618Aug 23, 2024Updated 2 years ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,229Oct 10, 2026Updated last week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,334Updated this week
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,560Feb 20, 2026Updated 8 months ago
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,366Updated this week
- A throughput-oriented high-performance serving framework for LLMs☆977Mar 29, 2026Updated 6 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,166Sep 4, 2024Updated 2 years ago
- Search, understand, reproduce, and improve an idea with ease☆1,244Updated this week
- 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.
- A high-performance kernel library for LLM training☆89Apr 28, 2026Updated 5 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆161Dec 4, 2024Updated last year
- DashInfer is a native LLM inference engine aiming to deliver industry-leading performance atop various hardware architectures, including …☆272Aug 6, 2025Updated last year
- ☆552Aug 27, 2026Updated last month
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,903Updated this week
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,302Jun 27, 2026Updated 3 months ago
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆253Mar 15, 2024Updated 2 years ago
- Odysseus: Playground of LLM Sequence Parallelism☆83Jun 17, 2024Updated 2 years ago
- 📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉☆5,537Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆32May 24, 2025Updated last year
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆1,233Updated this week
- ☆107Sep 9, 2024Updated 2 years ago
- The Triton TensorRT-LLM Backend☆945Oct 8, 2026Updated 2 weeks ago
- Ring attention implementation with flash attention☆1,065Sep 10, 2025Updated last year
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- A low-latency & high-throughput serving engine for LLMs☆534Jan 8, 2026Updated 9 months ago
- Linear Attention Sequence Parallelism (LASP)☆87Jun 4, 2024Updated 2 years ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,924Jan 21, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆865Mar 6, 2025Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆280Aug 31, 2024Updated 2 years ago
- Serving multiple LoRA finetuned LLM as one☆1,176May 8, 2024Updated 2 years ago
- NaiveRT: a self-contained TP8 inference runtime for the Naive N series on eight Blackwell GPUs with UMMA support. One persistent CUDA gra…☆30Sep 27, 2026Updated 3 weeks ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆173Dec 23, 2025Updated 9 months ago
- An experimental communicating attention kernel based on DeepEP.☆34Jul 29, 2025Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,065Apr 11, 2025Updated last year