allen4747 / FerretLinks
This is the official implementation for the paper: Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models
☆15Updated 11 months ago
Alternatives and similar repositories for Ferret
Users that are interested in Ferret are comparing it to the libraries listed below
Sorting:
- Official implementation of "TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization" (Findings of ACL …☆18Updated 2 weeks ago
- JudgeLRM: Large Reasoning Models as a Judge☆32Updated 3 months ago
- Implementation for PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs☆22Updated last year
- ☆19Updated 7 months ago
- A curated list of Model Merging methods.☆92Updated 10 months ago
- ☆87Updated 7 months ago
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆97Updated last year
- ☆15Updated 9 months ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆127Updated 4 months ago
- Federated Learning - PyTorch☆14Updated 4 years ago
- Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?☆113Updated 9 months ago
- Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning☆20Updated 2 months ago
- ☆83Updated 6 months ago
- ☆18Updated last year
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆44Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆88Updated 9 months ago
- [NeurIPS 2024] Official implementation of the paper “Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity"☆18Updated 5 months ago
- A block pruning framework for LLMs.☆24Updated 2 months ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆33Updated last year
- [ICML 2024] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆109Updated last month
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆82Updated 5 months ago
- The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".☆72Updated 4 months ago
- Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)☆19Updated 11 months ago
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆34Updated 8 months ago
- Shepherd: A foundational framework enabling federated instruction tuning for large language models☆238Updated 2 years ago
- Official code for Guiding Language Model Math Reasoning with Planning Tokens☆15Updated last year
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆46Updated 10 months ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆59Updated 10 months ago
- FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion (NeurIPS 2024 Spotlight)☆12Updated 4 months ago
- [ICLR 2024] "Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality" by Xuxi Chen*, Yu Yang*, Zhangyang Wang, Baha…☆14Updated last year