jongwooko / distillm-2Links
Official PyTorch implementation of DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs (ICML 2025 Oral)
☆55Updated 7 months ago
Alternatives and similar repositories for distillm-2
Users that are interested in distillm-2 are comparing it to the libraries listed below
Sorting:
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- Code accompanying the paper "Massive Activations in Large Language Models"☆195Updated last year
- The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".☆188Updated 2 months ago
- A curated list of Model Merging methods.☆96Updated 2 months ago
- ☆63Updated last year
- Compressed LLMs for Efficient Text Generation [ICLR'24 Workshop]☆90Updated last year
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆36Updated last year
- [ICLR 2025] When Attention Sink Emerges in Language Models: An Empirical View (Spotlight)☆154Updated 7 months ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆67Updated last year
- [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆103Updated 7 months ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆56Updated 2 years ago
- ☆84Updated 2 months ago
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆114Updated last year
- [EMNLP 2023, Main Conference] Sparse Low-rank Adaptation of Pre-trained Language Models☆84Updated last year
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆250Updated 10 months ago
- Code for paper "Patch-Level Training for Large Language Models"☆97Updated 3 months ago
- ☆208Updated 2 years ago
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆65Updated last year
- [ICLR 2025] MiniPLM: Knowledge Distillation for Pre-Training Language Models☆73Updated last year
- ☆142Updated 10 months ago
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆30Updated last year
- ☆23Updated last year
- [ICLR2025] Codebase for "ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing", built on Megatron-LM.☆105Updated last year
- Implementation of the paper: "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆114Updated last week
- ☆30Updated 2 years ago
- [ICLR 2026] dParallel: Learnable Parallel Decoding for dLLMs☆58Updated 2 weeks ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆109Updated 3 months ago
- AnchorAttention: Improved attention for LLMs long-context training☆213Updated last year
- A Sober Look at Language Model Reasoning☆92Updated 2 months ago
- ☆218Updated 2 months ago