Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)
☆117Mar 20, 2025Updated last year
Alternatives and similar repositories for Ouroboros
Users that are interested in Ouroboros are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆29Apr 15, 2025Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆220Mar 5, 2026Updated 6 months ago
- ☆14Oct 3, 2024Updated last year
- Multi-Candidate Speculative Decoding☆41Apr 22, 2024Updated 2 years ago
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆281Aug 31, 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.
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆172Dec 23, 2025Updated 9 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,297Jun 27, 2026Updated 2 months ago
- ☆11Feb 5, 2026Updated 7 months ago
- Cascade Speculative Drafting☆33Apr 2, 2024Updated 2 years ago
- scalable and robust tree-based speculative decoding algorithm☆377Jan 28, 2025Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,343Mar 6, 2025Updated last year
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆414Apr 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
- (ACL2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆36May 28, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,773Jun 25, 2024Updated 2 years ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆56Jul 15, 2025Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆158Dec 4, 2024Updated last year
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆31Dec 6, 2023Updated 2 years ago
- Accelerate inference without tears☆370Jan 23, 2026Updated 8 months ago
- Sequence-level 1F1B schedule for LLMs.☆37Aug 26, 2025Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆860Mar 6, 2025Updated last year
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆54May 12, 2026Updated 4 months ago
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,540Feb 20, 2026Updated 7 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.
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆540Feb 10, 2025Updated last year
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆314May 1, 2025Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆55Oct 18, 2024Updated last year
- ☆333Jul 10, 2025Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆433Nov 20, 2025Updated 10 months ago
- Fast inference from large lauguage models via speculative decoding☆927Aug 22, 2024Updated 2 years ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆163Feb 20, 2025Updated last year
- ☆56Nov 5, 2024Updated last year
- ☆55Feb 19, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- official code for GliDe with a CaPE☆21Aug 13, 2024Updated 2 years ago
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆744Aug 16, 2026Updated last month
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆134Jul 4, 2025Updated last year
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆70Feb 21, 2025Updated last year
- The official implementation of the EMNLP 2023 paper LLM-FP4☆226Dec 15, 2023Updated 2 years ago
- ☆32May 24, 2025Updated last year
- Fork of Flame repo for training of some new stuff in development☆20Aug 27, 2026Updated 3 weeks ago