[ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications
☆52Oct 30, 2025Updated 10 months ago
Alternatives and similar repositories for WeLore
Users that are interested in WeLore are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Sep 24, 2023Updated 2 years ago
- An extention to the GaLore paper, to perform Natural Gradient Descent in low rank subspace☆19Oct 21, 2024Updated last year
- ☆35May 24, 2024Updated 2 years ago
- ☆93Aug 18, 2024Updated 2 years ago
- Official implementation for "Pruning Large Language Models with Semi-Structural Adaptive Sparse Training" (AAAI 2025)☆20Jul 1, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆40Aug 27, 2024Updated 2 years ago
- ☆14Mar 31, 2024Updated 2 years ago
- ☆14May 4, 2026Updated 4 months ago
- Official implementation for "Mixture of In-Context Experts Enhance LLMs’ Awareness of Long Contexts" (Accepted by Neurips2024)☆14Jan 7, 2025Updated last year
- ☆23Jan 5, 2025Updated last year
- Self-contained Python lib with zero-dependencies that give you a unified device properties for gpu, cpu, and npu. No more calling separat…☆17Aug 23, 2026Updated last month
- [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.☆27Apr 21, 2025Updated last year
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,702Oct 28, 2024Updated last year
- [ICLR 2025] Official implementation of paper "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆25Mar 16, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆22May 28, 2024Updated 2 years ago
- Code for the paper "Function-Space Learning Rates"☆23Jun 3, 2025Updated last year
- ☆27Jul 9, 2024Updated 2 years ago
- Triton-based implementation of Sparse Mixture of Experts.☆280Oct 3, 2025Updated 11 months ago
- ☆30Jul 22, 2024Updated 2 years ago
- [ICML2022] Training Your Sparse Neural Network Better with Any Mask. Ajay Jaiswal, Haoyu Ma, Tianlong Chen, ying Ding, and Zhangyang Wang☆30Jul 24, 2022Updated 4 years ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆94Oct 30, 2024Updated last year
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆20Aug 24, 2026Updated 3 weeks ago
- [ICML 2026] InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning☆34May 25, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The official implementation of "Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding"☆22Jun 26, 2025Updated last year
- ☆25Dec 13, 2024Updated last year
- Inverse Scaling in Test-Time Compute☆26Dec 3, 2025Updated 9 months ago
- ☆29Aug 19, 2025Updated last year
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆74Jun 26, 2024Updated 2 years ago
- Qwen2-VL在文旅领域的LLaMA-Factory微调案例 The case for fine-tuning Qwen2-VL in the field of historical literature and museums☆15Sep 17, 2024Updated 2 years ago
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆30Jul 24, 2025Updated last year
- The official implementation of the paper "Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation"☆21Aug 16, 2026Updated last month
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆130Jul 6, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code associated with the paper: "Few-Shot Self-Rationalization with Natural Language Prompts"☆12Apr 27, 2022Updated 4 years ago
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆17Mar 31, 2025Updated last year
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆40Sep 24, 2024Updated last year
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆17Feb 4, 2025Updated last year
- Code for "The Expressive Power of Low-Rank Adaptation".☆20Apr 19, 2024Updated 2 years ago
- [EMNLP 2024] Official implementation of "Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimiza…☆29Feb 21, 2025Updated last year
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆34Jul 1, 2025Updated last year