DRSY / KV_Compression
[EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens
☆21Updated last year
Related projects ⓘ
Alternatives and complementary repositories for KV_Compression
- Long Context Extension and Generalization in LLMs☆39Updated 2 months ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆53Updated last month
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆29Updated 3 weeks ago
- Codebase for Instruction Following without Instruction Tuning☆32Updated 2 months ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆44Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆18Updated 3 months ago
- Code for paper "Patch-Level Training for Large Language Models"☆72Updated last week
- A Closer Look into Mixture-of-Experts in Large Language Models☆40Updated 3 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆35Updated 7 months ago
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆36Updated 8 months ago
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆25Updated 3 weeks ago
- ☆17Updated 2 years ago
- "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiw…☆23Updated 6 months ago
- Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)☆58Updated 9 months ago
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆39Updated 4 months ago
- Suri: Multi-constraint instruction following for long-form text generation (EMNLP’24)☆17Updated 2 weeks ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆46Updated this week
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆49Updated last week
- ☆16Updated 4 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆33Updated 10 months ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆119Updated this week
- ☆32Updated 7 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆77Updated last month
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆51Updated 3 weeks ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆48Updated 4 months ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆28Updated 7 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆71Updated last month
- Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs☆22Updated last month
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆73Updated 8 months ago
- ☆18Updated 3 months ago