wuhy68 / Parameter-Efficient-MoE
Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks
☆140Updated 5 months ago
Alternatives and similar repositories for Parameter-Efficient-MoE:
Users that are interested in Parameter-Efficient-MoE are comparing it to the libraries listed below
- ☆75Updated last month
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆145Updated 8 months ago
- This is the official repository for Inheritune.☆109Updated last week
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆115Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆204Updated 9 months ago
- ☆125Updated last year
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆125Updated 7 months ago
- The official repo for "LLoCo: Learning Long Contexts Offline"☆114Updated 8 months ago
- ☆251Updated last year
- FuseAI Project☆83Updated 3 weeks ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆150Updated last year
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning"☆100Updated 7 months ago
- Unofficial Implementation of Evolutionary Model Merging☆33Updated 10 months ago
- ☆192Updated 2 months ago
- A pipeline for LLM knowledge distillation☆89Updated 3 weeks ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆96Updated 4 months ago
- ☆217Updated 8 months ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆76Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆149Updated 2 months ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆72Updated 8 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆217Updated 9 months ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆153Updated 2 months ago
- A repository for research on medium sized language models.☆76Updated 8 months ago
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆128Updated 3 months ago
- A prototype repo for hybrid training of pipeline parallel and distributed data parallel with comments on core code snippets. Feel free to…☆55Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆123Updated 9 months ago
- ☆82Updated 4 months ago
- Training code for Baby-Llama, our submission to the strict-small track of the BabyLM challenge.☆77Updated last year
- DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling☆30Updated 7 months ago