CASE-Lab-UMD / LLM-DropLinks
The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".
☆175Updated 5 months ago
Alternatives and similar repositories for LLM-Drop
Users that are interested in LLM-Drop are comparing it to the libraries listed below
Sorting:
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆170Updated last year
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆431Updated last year
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆177Updated last year
- Code accompanying the paper "Massive Activations in Large Language Models"☆176Updated last year
- LLM-Merging: Building LLMs Efficiently through Merging☆203Updated 11 months ago
- ☆228Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆148Updated 11 months ago
- ☆270Updated last year
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆228Updated 6 months ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆75Updated 5 months ago
- Code for studying the super weight in LLM☆117Updated 9 months ago
- ☆189Updated last year
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆334Updated 4 months ago
- ☆202Updated 9 months ago
- [NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models☆229Updated 4 months ago
- Implementation of 🥥 Coconut, Chain of Continuous Thought, in Pytorch☆179Updated 2 months ago
- ☆128Updated last year
- The HELMET Benchmark☆171Updated last month
- Survey: A collection of AWESOME papers and resources on the latest research in Mixture of Experts.☆131Updated last year
- A simplified implementation for experimenting with RLVR on GSM8K, This repository provides a starting point for exploring reasoning.☆122Updated 7 months ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆161Updated 5 months ago
- Implementation of the paper: "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆105Updated this week
- ☆86Updated 8 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆350Updated 10 months ago
- Prune transformer layers☆69Updated last year
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆207Updated last year
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆93Updated 2 months ago
- Explorations into some recent techniques surrounding speculative decoding☆285Updated 8 months ago
- X-LoRA: Mixture of LoRA Experts☆242Updated last year