LOG-postech / rethinking-LLM-pruningLinks
☆28Updated 11 months ago
Alternatives and similar repositories for rethinking-LLM-pruning
Users that are interested in rethinking-LLM-pruning 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)☆65Updated last year
- Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]☆90Updated last year
- ☆23Updated last year
- 🔨 Malet (Machine Learning Experiment Tool) is a tool for efficient machine learning experiment execution, logging, analysis, and plot ma…☆17Updated last week
- ☆63Updated 2 years ago
- ☆12Updated 6 months ago
- ☆53Updated last year
- ☆39Updated last year
- [ICML 2024] Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆39Updated 11 months ago
- [NeurIPS'23] Speculative Decoding with Big Little Decoder☆96Updated last year
- Official repository of "Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions", ICLR 2024 Sp…☆21Updated last year
- Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.☆146Updated 5 months ago
- ☆38Updated 2 months ago
- This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).☆46Updated 3 years ago
- Implementation of CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation☆25Updated 11 months ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆79Updated 6 months ago
- The official code for Dropping Backward Propagation (DropBP)☆31Updated last year
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆68Updated last year
- Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)☆13Updated last year
- First Latency-Aware Competitive LLM Agent Benchmark☆26Updated 7 months ago
- Official implementation for LaCo (EMNLP 2024 Findings)☆21Updated last year
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆88Updated 11 months ago
- Code and Dataset release of "Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models" (NAACL 2024)☆10Updated last year
- ☆80Updated 3 years ago
- Efficient LLM Inference Acceleration using Prompting☆51Updated last year
- ☆56Updated last year
- ☆52Updated 8 months ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆50Updated last year
- Code for ACL2022 publication Transkimmer: Transformer Learns to Layer-wise Skim☆22Updated 3 years ago
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆46Updated last year