zankner / HydraLinks
☆48Updated last year
Alternatives and similar repositories for Hydra
Users that are interested in Hydra are comparing it to the libraries listed below
Sorting:
- ☆145Updated 8 months ago
- Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind☆104Updated last year
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆205Updated 8 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆169Updated last year
- ☆284Updated 3 months ago
- Explorations into some recent techniques surrounding speculative decoding☆288Updated 10 months ago
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆210Updated last month
- Triton-based implementation of Sparse Mixture of Experts.☆246Updated 3 weeks ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆216Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆110Updated 7 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆60Updated last year
- [NeurIPS'23] Speculative Decoding with Big Little Decoder☆94Updated last year
- ☆230Updated last year
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆64Updated last year
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆96Updated 4 months ago
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆26Updated 6 months ago
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆147Updated last year
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆80Updated last year
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆173Updated last year
- Low-bit optimizers for PyTorch☆132Updated 2 years ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆86Updated 7 months ago
- Implementation for FP8/INT8 Rollout for RL training without performence drop.☆260Updated 3 weeks ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆143Updated 8 months ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆242Updated 2 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆327Updated 3 weeks ago
- ☆127Updated last year
- ☆38Updated last year
- ☆130Updated 4 months ago
- ☆52Updated last year
- Simple implementation of Speculative Sampling in NumPy for GPT-2.☆96Updated 2 years ago