Parameter-Efficient Fine-Tuning for Foundation Models
☆111Mar 31, 2025Updated 11 months ago
Alternatives and similar repositories for Awesome-Parameter-Efficient-Fine-Tuning-for-Foundation-Models
Users that are interested in Awesome-Parameter-Efficient-Fine-Tuning-for-Foundation-Models are comparing it to the libraries listed below
Sorting:
- [CVPR 2025 & IJCV2026] Official PyTorch Code for "MMRL: Multi-Modal Representation Learning for Vision-Language Models" and its extension…☆98Feb 5, 2026Updated last month
- [NeurIPS 2025] Let LRMs Break Free from Overthinking via Self-Braking Tuning. https://arxiv.org/abs/2505.14604☆55Nov 4, 2025Updated 4 months ago
- ☆24Dec 23, 2024Updated last year
- ☆14Jun 9, 2025Updated 9 months ago
- Documentation at☆14Mar 27, 2025Updated 11 months ago
- Modality Gap–Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models☆51Feb 23, 2026Updated 2 weeks ago
- DCPO: Dynamic Adaptive Clipping for RL☆47Dec 20, 2025Updated 2 months ago
- Official PyTorch implementation of our CVPR 2025 paper, "LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning."☆17Mar 28, 2025Updated 11 months ago
- [ICML 2025] LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models☆17Nov 4, 2025Updated 4 months ago
- ☆26Jul 29, 2025Updated 7 months ago
- A scalable data preprocessing framework built on PySpark for LLM training☆23Dec 9, 2025Updated 3 months ago
- The official implementation of Diffusion Distillation With Direct Preference Optimization For Efficient 3D LiDAR Scene Completion [AAAI'2…☆15Feb 2, 2026Updated last month
- The latest progress of Personalized Large Language Models (LLMs).☆33Jan 7, 2026Updated 2 months ago
- ☆16Jun 10, 2025Updated 8 months ago
- [ICML'25] "Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding" by Jiajun Zhu, Peihao Wang, Ruisi…☆14Jun 6, 2025Updated 9 months ago
- Codes for our paper "AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems"☆13Dec 13, 2024Updated last year
- [ICLR 2026] Official repo for "Spotlight on Token Perception for Multimodal Reinforcement Learning"☆49Jan 30, 2026Updated last month
- 一个基于AI大模型的中医诊断系统☆16Feb 27, 2025Updated last year
- [EMNLP 2024 Main] Code for the paper "Dissecting Fine-Tuning Unlearning in Large Language Models"☆15Oct 10, 2024Updated last year
- CoV: Chain-of-View Prompting for Spatial Reasoning☆51Jan 23, 2026Updated last month
- Mixture-of-Basis-Experts for Compressing MoE-based LLMs☆29Dec 24, 2025Updated 2 months ago
- Reasoning Activation in LLMs via Small Model Transfer (NeurIPS 2025)☆21Oct 16, 2025Updated 4 months ago
- ☆16May 13, 2025Updated 9 months ago
- [NeurIPS'25] Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning☆117Dec 30, 2025Updated 2 months ago
- Agently Stage - Efficient Convenient Asynchronous & Multithreaded Programming☆13Apr 2, 2025Updated 11 months ago
- LLM手撕代码合集☆20Mar 25, 2025Updated 11 months ago
- The code for the paper "LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling" (NeurIPS'24).☆13Dec 25, 2024Updated last year
- ☆16Dec 16, 2024Updated last year
- An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation☆16Oct 27, 2024Updated last year
- First Multimodal Traditional Chinese Medicine Dataset☆17Oct 17, 2024Updated last year
- The benchmark and datasets of the ICML 2024 paper "VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual C…☆17May 27, 2024Updated last year
- SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)☆86Feb 25, 2024Updated 2 years ago
- Learning 1D Causal Visual Representation with De-focus Attention Networks☆35Jun 7, 2024Updated last year
- A Survey on Benchmarks of Multimodal Large Language Models☆150Jul 1, 2025Updated 8 months ago
- (AAAI2024) Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models☆57May 19, 2024Updated last year
- MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment☆35Jul 1, 2024Updated last year
- Fast LLM Training CodeBase With dynamic strategy choosing [Deepspeed+Megatron+FlashAttention+CudaFusionKernel+Compiler];☆40Jan 4, 2024Updated 2 years ago
- [NeurIPS 2025] Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation☆71Oct 17, 2025Updated 4 months ago
- Code for paper: Unified Text-to-Image Generation and Retrieval☆16Jul 6, 2024Updated last year