scalable and robust tree-based speculative decoding algorithm
☆376Jan 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☆280Aug 31, 2024Updated 2 years ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆160Dec 4, 2024Updated last year
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,548Feb 20, 2026Updated 7 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆117Mar 20, 2025Updated last year
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,299Jun 27, 2026Updated 3 months 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.
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆29Apr 15, 2025Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,341Mar 6, 2025Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,770Jun 25, 2024Updated 2 years ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,900Updated this week
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆415Apr 22, 2025Updated last year
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆230Feb 13, 2025Updated last year
- LLM Inference on consumer devices☆131Mar 17, 2025Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆862Mar 6, 2025Updated last year
- ☆363Apr 2, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Fast inference from large lauguage models via speculative decoding☆926Aug 22, 2024Updated 2 years ago
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆89Sep 15, 2025Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆220Mar 5, 2026Updated 7 months ago
- Multi-Candidate Speculative Decoding☆41Apr 22, 2024Updated 2 years ago
- [ACL 2026 (Main)] LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆86Jul 14, 2025Updated last year
- ☆69Nov 4, 2024Updated last year
- [ICML 2024] CLLMs: Consistency Large Language Models☆418Nov 16, 2024Updated last year
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆70Feb 21, 2025Updated last year
- [NeurIPS'23] Speculative Decoding with Big Little Decoder☆99Feb 6, 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.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,229Sep 10, 2026Updated 3 weeks ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆534Aug 1, 2024Updated 2 years ago
- FlashInfer: Kernel Library for LLM Serving☆6,578Updated this week
- Reaching LLaMA2 Performance with 0.1M Dollars☆989Jul 23, 2024Updated 2 years ago
- Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…☆22Sep 10, 2024Updated 2 years ago
- Serving multiple LoRA finetuned LLM as one☆1,175May 8, 2024Updated 2 years ago
- Cascade Speculative Drafting☆33Apr 2, 2024Updated 2 years ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆410Jul 10, 2025Updated last year
- ☆271Jul 11, 2024Updated 2 years ago
- 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.
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆57Aug 6, 2025Updated last year
- ☆69Dec 3, 2024Updated last year
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,923Jan 21, 2024Updated 2 years ago
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆2,544Updated this week
- A throughput-oriented high-performance serving framework for LLMs☆975Mar 29, 2026Updated 6 months ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆59Mar 26, 2024Updated 2 years ago
- ☆17Jun 15, 2026Updated 3 months ago