AIoT-MLSys-Lab / D2OLinks
[ICLR 2025π₯] D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
β27Updated 7 months ago
Alternatives and similar repositories for D2O
Users that are interested in D2O are comparing it to the libraries listed below
Sorting:
- β49Updated last year
- official code for GliDe with a CaPEβ20Updated last year
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Accelerationβ61Updated 11 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMsβ201Updated 2 months ago
- β74Updated 9 months ago
- β30Updated 4 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]β126Updated 2 months ago
- ThinK: Thinner Key Cache by Query-Driven Pruningβ27Updated 11 months ago
- Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.β147Updated 6 months ago
- [COLM 2025] SEAL: Steerable Reasoning Calibration of Large Language Models for Freeβ51Updated 10 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.β98Updated 3 months ago
- [ICLRβ24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"β103Updated 7 months ago
- β145Updated 4 months ago
- β34Updated 10 months ago
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verificationβ73Updated 6 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**β214Updated 11 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuningβ91Updated 11 months ago
- β53Updated last year
- β23Updated last year
- The official implementation of "LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation"β22Updated 9 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Lengthβ147Updated last month
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]β61Updated 4 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!β72Updated 10 months ago
- Multi-Candidate Speculative Decodingβ39Updated last year
- β20Updated 8 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejectionβ55Updated last year
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Modelsβ69Updated 2 years ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inferenceβ48Updated last year
- [TMLR 2025] Efficient Reasoning Models: A Surveyβ298Updated this week
- π Paper list on decoding methods for LLMs and LVLMsβ68Updated 3 months ago