[ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
☆163Dec 23, 2025Updated 5 months ago
Alternatives and similar repositories for ParallelSpeculativeDecoding
Users that are interested in ParallelSpeculativeDecoding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆50May 12, 2026Updated 3 weeks ago
- The code of paper "Learning Rule-Induced Subgraph Representations for Inductive Relation Prediction" in NeurIPS 2023.☆14Nov 25, 2023Updated 2 years ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆1,246Jun 2, 2026Updated last week
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆68Feb 21, 2025Updated last year
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆397Apr 22, 2025Updated 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.
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆279Aug 31, 2024Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆117Mar 20, 2025Updated last year
- [ACL 2026 (Main)] LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆84Jul 14, 2025Updated 10 months ago
- Fast inference from large lauguage models via speculative decoding☆916Aug 22, 2024Updated last year
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3 (NeurIPS'25).☆2,386Feb 20, 2026Updated 3 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆69Jun 26, 2024Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆219Mar 5, 2026Updated 3 months ago
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆70Oct 2, 2025Updated 8 months ago
- Draft-Target Disaggregation LLM Serving System via Parallel Speculative Decoding.☆206Mar 18, 2026Updated 2 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆34Oct 13, 2025Updated 7 months ago
- ☆67Dec 3, 2024Updated last year
- DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting☆18Mar 4, 2025Updated last year
- ☆53Nov 5, 2024Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆841Mar 6, 2025Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆149Dec 4, 2024Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆126Jul 4, 2025Updated 11 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆541Feb 10, 2025Updated last year
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆713Apr 15, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆30Dec 6, 2023Updated 2 years ago
- Multi-Candidate Speculative Decoding☆41Apr 22, 2024Updated 2 years ago
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆138May 16, 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…☆1,219Apr 8, 2026Updated 2 months ago
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆56Mar 14, 2025Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆134Nov 26, 2025Updated 6 months ago
- ☆157Mar 4, 2025Updated last year
- ☆15Apr 11, 2024Updated 2 years ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆304May 1, 2025Updated last year
- 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.
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,337Mar 6, 2025Updated last year
- High performance RMSNorm Implement by using SM Core Storage(Registers and Shared Memory)☆30Jan 22, 2026Updated 4 months ago
- ☆85Apr 18, 2025Updated last year
- minimal C implementation of speculative decoding based on llama2.c☆30Jul 15, 2024Updated last year
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆55Jul 15, 2025Updated 10 months ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆40Sep 24, 2024Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆402Nov 20, 2025Updated 6 months ago