scalable and robust tree-based speculative decoding algorithm
☆377Jan 28, 2025Updated last year
Alternatives and similar repositories for Sequoia
Users that are interested in Sequoia are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆278Aug 31, 2024Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆148Dec 4, 2024Updated last year
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,343Feb 20, 2026Updated 3 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,222May 11, 2026Updated last week
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆116Mar 20, 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.
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆28Apr 15, 2025Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,741Jun 25, 2024Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,335Mar 6, 2025Updated last year
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,878Updated this week
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆392Apr 22, 2025Updated last year
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆227Feb 13, 2025Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆838Mar 6, 2025Updated last year
- ☆358Apr 2, 2024Updated 2 years ago
- LLM Inference on consumer devices☆132Mar 17, 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.
- Fast inference from large lauguage models via speculative decoding☆914Aug 22, 2024Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆220Mar 5, 2026Updated 2 months ago
- Multi-Candidate Speculative Decoding☆40Apr 22, 2024Updated 2 years ago
- [ICML 2024] CLLMs: Consistency Large Language Models☆415Nov 16, 2024Updated last year
- FlashInfer: Kernel Library for LLM Serving☆5,621Updated this week
- ☆68Nov 4, 2024Updated last year
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆67Feb 21, 2025Updated last year
- [NeurIPS'23] Speculative Decoding with Big Little Decoder☆97Feb 6, 2024Updated 2 years ago
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆85Sep 15, 2025Updated 8 months ago
- 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.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,212Apr 8, 2026Updated last month
- Reaching LLaMA2 Performance with 0.1M Dollars☆987Jul 23, 2024Updated last year
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆518Aug 1, 2024Updated last year
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆2,259May 11, 2026Updated last week
- A throughput-oriented high-performance serving framework for LLMs☆959Mar 29, 2026Updated last month
- Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…☆21Sep 10, 2024Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,160May 8, 2024Updated 2 years ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆53Aug 6, 2025Updated 9 months ago
- ☆66Dec 3, 2024Updated last year
- 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.
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆384Jul 10, 2025Updated 10 months ago
- Cascade Speculative Drafting☆33Apr 2, 2024Updated 2 years ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,913Jan 21, 2024Updated 2 years ago
- ☆266Jul 11, 2024Updated last year
- ☆313Jul 10, 2025Updated 10 months ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆57Mar 26, 2024Updated 2 years ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆759Sep 27, 2024Updated last year