DRSY / KV_Compression
[EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens
☆24Updated last year
Alternatives and similar repositories for KV_Compression:
Users that are interested in KV_Compression are comparing it to the libraries listed below
- ☆71Updated last week
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆36Updated 11 months ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆48Updated 2 years ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆44Updated last month
- ☆70Updated 2 weeks ago
- "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiw…☆28Updated 10 months ago
- Code for paper "Patch-Level Training for Large Language Models"☆81Updated 4 months ago
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆26Updated 11 months ago
- ☆36Updated last week
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆45Updated 8 months ago
- M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning☆55Updated 3 months ago
- PyTorch implementation of StableMask (ICML'24)☆12Updated 9 months ago
- Unofficial Implementation of Chain-of-Thought Reasoning Without Prompting☆29Updated last year
- Long Context Extension and Generalization in LLMs☆50Updated 6 months ago
- [NeurIPS 2024] | An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding☆15Updated 5 months ago
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆60Updated 5 months ago
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433☆24Updated 3 months ago
- Code for Paper: Teaching Language Models to Critique via Reinforcement Learning☆84Updated last month
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆76Updated last year
- Code for the EMNLP24 paper "A simple and effective L2 norm based method for KV Cache compression."☆11Updated 3 months ago
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆45Updated 3 months ago
- ☆19Updated 2 years ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆27Updated 11 months ago
- [ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen☆16Updated 6 months ago
- 🚀LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training☆75Updated 3 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆40Updated 4 months ago
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆98Updated 2 weeks ago
- ☆17Updated 3 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆57Updated 5 months ago
- ☆34Updated last year