Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning
☆52Oct 17, 2025Updated 4 months ago
Alternatives and similar repositories for lora-sb
Users that are interested in lora-sb are comparing it to the libraries listed below
Sorting:
- Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning☆26Oct 4, 2025Updated 4 months ago
- (CVPR 2025) Official implementation to DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation which outperforms SOTA…☆26Aug 23, 2025Updated 6 months ago
- A tool to assist in the interpretation of learned features in sparse autoencoders (in particular the four SAE's trained by Joseph Bloom o…☆19Oct 4, 2024Updated last year
- Source code of our paper "PairDistill: Pairwise Relevance Distillation for Dense Retrieval", EMNLP 2024 Main.☆22Nov 28, 2024Updated last year
- Code and data releases for the paper -- DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory☆59Feb 10, 2025Updated last year
- [ECCV'24 Workshops Oral] DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling☆31Feb 6, 2026Updated 3 weeks ago
- ☆19May 17, 2025Updated 9 months ago
- Official Code for paper "Towards Efficient and Effective Unlearning of Large Language Models for Recommendation" (Frontiers of Computer S…☆38Jul 19, 2024Updated last year
- Code associated with the EMNLP 2024 Main paper: "Image, tell me your story!" Predicting the original meta-context of visual misinformatio…☆45Dec 6, 2025Updated 2 months ago
- [ACL'25 Oral] What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆76Jun 25, 2025Updated 8 months ago
- ☆37Oct 10, 2024Updated last year
- The official implementation for Collaborative Word-based Pre-trained Item Representation for Transferable Recommendation.☆25Jan 30, 2024Updated 2 years ago
- [arXiv 2025] "CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought"☆14Apr 3, 2025Updated 10 months ago
- This is the official code for the paper "Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation"☆54Feb 2, 2025Updated last year
- Code repository for the paper "The Inherent Limits of Pretrained LLMs: The Unexpected Convergence of Instruction Tuning and In-Context Le…☆13Jan 16, 2025Updated last year
- [ACCV 2024 ] Official code for "DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention"☆32Jan 8, 2025Updated last year
- [ACL 2025] RetroLLM: Empowering LLMs to Retrieve Fine-grained Evidence within Generation☆117Jan 23, 2025Updated last year
- Problem-Oriented Segmentation and Retrieval EMNLP 2024 Findings☆34Nov 12, 2024Updated last year
- The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"☆56May 22, 2025Updated 9 months ago
- Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models☆41Sep 30, 2024Updated last year
- ☆37Feb 8, 2026Updated 2 weeks ago
- Code for this paper "HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts via HyperNetwork"☆33Nov 29, 2023Updated 2 years ago
- [ECCV2024] Mitigating Background Shift in Class-Incremental Semantic Segmentation☆35Aug 16, 2024Updated last year
- ☆17Apr 9, 2025Updated 10 months ago
- [EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs☆59Aug 25, 2025Updated 6 months ago
- [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models☆115May 24, 2024Updated last year
- P2DFlow: A Protein Ensemble Generative Model with SE(3) Flow Matching☆44May 22, 2025Updated 9 months ago
- AceParse: A Comprehensive Dataset with Diverse Structured Texts for Academic Literature Parsing☆44Sep 17, 2024Updated last year
- Code repo for "CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs".☆16Sep 15, 2024Updated last year
- ☆20Oct 13, 2024Updated last year
- Official repository for Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning [ICLR 2025]☆50Jan 24, 2025Updated last year
- Wonderful Matrices to Build Small Language Models☆44Feb 15, 2025Updated last year
- Super-fast BART (Bayesian Additive Regression Trees) in Python☆82Feb 20, 2026Updated last week
- Code for Self-Assessed Generation and CVPR2024 PAPER ADFACTORY☆21Jul 28, 2025Updated 7 months ago
- Statewide Visual Geolocalization in the Wild (ECCV 2024)☆73Dec 2, 2024Updated last year
- Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)☆128Feb 10, 2025Updated last year
- Memory-Based Instance-Level Adaptation for Cross-Domain Object Detection☆16Jul 11, 2024Updated last year
- Simple replication of [ColBERT-v1](https://arxiv.org/abs/2004.12832).☆82Mar 18, 2024Updated last year
- Source code for our paper: "Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction A…☆49Jan 28, 2024Updated 2 years ago