MingyuJ666 / Rope_with_LLMLinks
[ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concentrated in low-frequency dimensions across different attention heads exclusively in attention queries (Q) and keys (K) while absent in values (V).
☆66Updated last week
Alternatives and similar repositories for Rope_with_LLM
Users that are interested in Rope_with_LLM are comparing it to the libraries listed below
Sorting:
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆69Updated 3 months ago
- ☆45Updated last month
- [ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"☆19Updated last week
- A Sober Look at Language Model Reasoning☆52Updated this week
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆145Updated 2 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆38Updated 11 months ago
- [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆97Updated 3 months ago
- ☆83Updated last month
- ☆131Updated 2 weeks ago
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆84Updated 7 months ago
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆60Updated 5 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆56Updated 5 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆97Updated 6 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆53Updated 2 months ago
- [arXiv 2025] Efficient Reasoning Models: A Survey☆166Updated last week
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [arXiv '25]☆37Updated 2 weeks ago
- paper list, tutorial, and nano code snippet for Diffusion Large Language Models.☆51Updated this week
- 🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆86Updated 6 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆79Updated 3 months ago
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆22Updated 3 months ago
- ☆64Updated last month
- ☆47Updated 2 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆123Updated 2 months ago
- ☆24Updated 2 months ago
- ☆57Updated this week
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆96Updated last week
- ☆93Updated 2 weeks ago
- Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping☆41Updated last week
- Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆73Updated last month
- Code release for VTW (AAAI 2025) Oral☆43Updated 4 months ago