raymin0223 / fast_robust_early_exit
Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
☆57Updated 6 months ago
Alternatives and similar repositories for fast_robust_early_exit:
Users that are interested in fast_robust_early_exit are comparing it to the libraries listed below
- ☆36Updated 7 months ago
- ☆49Updated 11 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆42Updated 5 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆51Updated 9 months ago
- ☆129Updated 9 months ago
- Official repository of "Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions", ICLR 2024 Sp…☆20Updated last year
- Multi-Candidate Speculative Decoding☆35Updated last year
- ☆50Updated last year
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆45Updated 2 months ago
- Repo for ACL2023 Findings paper "Emergent Modularity in Pre-trained Transformers"☆23Updated last year
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆27Updated last year
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆51Updated 2 years ago
- ☆21Updated 3 weeks ago
- ☆22Updated 3 weeks ago
- Long Context Extension and Generalization in LLMs☆53Updated 7 months ago
- ☆43Updated last year
- ☆48Updated 4 months ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Updated 10 months ago
- [ICML‘2024] "LoCoCo: Dropping In Convolutions for Long Context Compression", Ruisi Cai, Yuandong Tian, Zhangyang Wang, Beidi Chen☆16Updated 7 months ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆81Updated 10 months ago
- official code for GliDe with a CaPE☆16Updated 8 months ago
- ☆122Updated 2 months ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆36Updated last year
- ☆39Updated 5 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆77Updated last week
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆53Updated 3 weeks ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆45Updated 6 months ago
- Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…☆21Updated 7 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆49Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆36Updated 8 months ago