DRSY / EasyKV
Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)
☆60Updated last year
Alternatives and similar repositories for EasyKV:
Users that are interested in EasyKV are comparing it to the libraries listed below
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆148Updated 2 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆76Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆166Updated 2 weeks ago
- Cascade Speculative Drafting☆29Updated 11 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆130Updated 6 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆87Updated this week
- Code for Paper: Teaching Language Models to Critique via Reinforcement Learning☆84Updated last month
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆138Updated last week
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated 9 months ago
- Long Context Extension and Generalization in LLMs☆50Updated 6 months ago
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆45Updated 8 months ago
- ☆76Updated 2 months ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆102Updated last month
- The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"☆53Updated 11 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆61Updated 4 months ago
- This is the repo for our paper "Mr-Ben: A Comprehensive Meta-Reasoning Benchmark for Large Language Models"☆47Updated 4 months ago
- LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models☆73Updated 5 months ago
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆85Updated 10 months ago
- ☆36Updated 6 months ago
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆73Updated 9 months ago
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆70Updated 4 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆40Updated 4 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆80Updated 6 months ago
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆60Updated 4 months ago
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆121Updated 2 months ago
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆179Updated 5 months ago
- ☆70Updated 2 weeks ago
- ☆87Updated 6 months ago
- This is a repository for "PMET: Precise Model Editing in a Transformer"☆49Updated last year
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆36Updated 11 months ago