zankner / HydraLinks
☆45Updated last year
Alternatives and similar repositories for Hydra
Users that are interested in Hydra are comparing it to the libraries listed below
Sorting:
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆60Updated 8 months ago
- ☆129Updated 3 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆57Updated 11 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆163Updated 10 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆106Updated 2 months ago
- ☆125Updated last year
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆26Updated last month
- Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind☆95Updated last year
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆116Updated 6 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆208Updated 9 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆75Updated 8 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆186Updated 3 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆45Updated 7 months ago
- ☆248Updated last year
- [NeurIPS'23] Speculative Decoding with Big Little Decoder☆92Updated last year
- 16-fold memory access reduction with nearly no loss☆94Updated 2 months ago
- ☆36Updated 9 months ago
- Simple implementation of Speculative Sampling in NumPy for GPT-2.☆95Updated last year
- Odysseus: Playground of LLM Sequence Parallelism☆69Updated 11 months ago
- Explorations into some recent techniques surrounding speculative decoding☆266Updated 5 months ago
- EE-LLM is a framework for large-scale training and inference of early-exit (EE) large language models (LLMs).☆63Updated 11 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆107Updated 2 weeks ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆67Updated 7 months ago
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆202Updated 6 months ago
- ☆93Updated 2 weeks ago
- ☆28Updated 2 weeks ago
- ☆50Updated 6 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆269Updated last month
- Official Implementation of "Learning Harmonized Representations for Speculative Sampling" (HASS)☆37Updated 2 months ago