kssteven418 / BigLittleDecoderLinks
[NeurIPS'23] Speculative Decoding with Big Little Decoder
☆94Updated last year
Alternatives and similar repositories for BigLittleDecoder
Users that are interested in BigLittleDecoder are comparing it to the libraries listed below
Sorting:
- Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…☆21Updated last year
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆64Updated last year
- Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"☆120Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆169Updated last year
- ☆149Updated 2 years ago
- Explorations into some recent techniques surrounding speculative decoding☆288Updated 10 months ago
- Simple implementation of Speculative Sampling in NumPy for GPT-2.☆96Updated 2 years ago
- ☆145Updated 8 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆216Updated last year
- ☆112Updated last year
- ☆53Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆110Updated 7 months ago
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆26Updated 6 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆205Updated 8 months ago
- ☆48Updated last year
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆86Updated 8 months ago
- Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind☆104Updated last year
- [KDD'22] Learned Token Pruning for Transformers☆100Updated 2 years ago
- ☆156Updated 2 years ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆72Updated 3 months ago
- ☆284Updated 3 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆84Updated last year
- ☆38Updated last year
- ☆83Updated last year
- Triton-based implementation of Sparse Mixture of Experts.☆246Updated 3 weeks ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆80Updated last year
- ☆61Updated 2 years ago
- 16-fold memory access reduction with nearly no loss☆105Updated 7 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆130Updated 10 months ago
- Code for ACL2022 publication Transkimmer: Transformer Learns to Layer-wise Skim☆21Updated 3 years ago