yueliu1999 / Awesome-Efficient-Inference-for-LRMsLinks
Awesome-Efficient-Inference-for-LRMs is a collection of state-of-the-art, novel, exciting, token-efficient methods for Large Reasoning Models (LRMs). It contains papers, codes, datasets, evaluations, and analyses. https://arxiv.org/pdf/2503.23077
☆210Updated 3 months ago
Alternatives and similar repositories for Awesome-Efficient-Inference-for-LRMs
Users that are interested in Awesome-Efficient-Inference-for-LRMs are comparing it to the libraries listed below
Sorting:
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆135Updated 6 months ago
- ☆65Updated 6 months ago
- [ICML2025] Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment☆126Updated 3 months ago
- ☆104Updated 3 months ago
- [ACL'25] Code for "Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering"☆20Updated last month
- Explain Before You Answer: A Survey on Compositional Visual Reasoning☆124Updated last week
- [ICML 2025] "SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator"☆546Updated last month
- [Arxiv 2024] Official code for Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation☆68Updated last year
- Official Repository for Paper: The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning☆50Updated 5 months ago
- Selective Prompt Anchoring☆87Updated this week
- Mulberry, an o1-like Reasoning and Reflection MLLM Implemented via Collective MCTS☆1,213Updated 5 months ago
- SDAR (Synergy of Diffusion and AutoRegression), a large diffusion language model（1.7B, 4B, 8B, 30B）☆204Updated last week
- RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation☆55Updated 4 months ago
- Codebase for Iterative DPO Using Rule-based Rewards☆257Updated 5 months ago
- Official repository for InfiGUI-G1. We introduce Adaptive Exploration Policy Optimization (AEPO) to overcome semantic alignment bottlenec…☆107Updated last week
- ☆282Updated 2 months ago
- ☆45Updated 5 months ago
- JittorGeometric is a Jittor-based graph machine learning library.☆208Updated 3 weeks ago
- (ICCV-2025 Official Code)) Improving Generalist Model with Domain-Specific Experts☆85Updated 2 months ago
- Code for "Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning"☆36Updated 2 months ago
- EvaLearn is a pioneering benchmark designed to evaluate large language models (LLMs) on their learning capability and efficiency in chall…☆422Updated 2 months ago
- R-KV: Redundancy-aware KV Cache Compression for Reasoning Models☆1,114Updated 2 weeks ago
- [ICCV2025] Official implementation of paper "Towards Performance Consistency in Multi-Level Model Collaboration"☆42Updated 2 months ago
- ✨ A synthetic dataset generation framework that produces diverse coding questions and verifiable solutions - all in one framwork☆264Updated last week
- Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better☆140Updated 3 months ago
- ☆188Updated this week
- [AAAI 2024] Official code for Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation☆60Updated 7 months ago
- A curated list of awesome papers related to adversarial attacks and defenses for information retrieval. If I missed any papers, feel free…☆218Updated last year
- DPO-Shift: Shifting the Distribution of Direct Preference Optimization☆59Updated 6 months ago
- Code for paper 'Borrowing Treasures from Neighbors: In-Context Learning for Multimodal Learning with Missing Modalities and Data Scarcity…☆92Updated last year