Code for the paper: Why Transformers Need Adam: A Hessian Perspective
☆65Mar 11, 2025Updated last year
Alternatives and similar repositories for hessian-spectrum
Users that are interested in hessian-spectrum are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆459May 13, 2025Updated last year
- Code for ICLR 2022 Paper (HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning)☆12Nov 28, 2023Updated 2 years ago
- [ICLR 2025] This repository contains the code to reproduce the results from our paper From Sparse Dependence to Sparse Attention: Unveili…☆12Mar 7, 2025Updated last year
- Using PyTorch autograd to compute Hessian of Perplexity for Large Language Models☆29Apr 17, 2025Updated last year
- ☆70Aug 28, 2026Updated last week
- 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.
- Code for "What really matters in matrix-whitening optimizers?"☆25Oct 31, 2025Updated 10 months ago
- Official implementation for the paper "Controlled Sparsity via Constrained Optimization"☆12Aug 10, 2022Updated 4 years ago
- Second-Order Fine-Tuning without Pain for LLMs: a Hessian Informed Zeroth-Order Optimizer☆27Feb 11, 2025Updated last year
- ☆280Dec 2, 2024Updated last year
- ☆16Apr 26, 2023Updated 3 years ago
- The official code of "Mano: Restriking Manifold Optimization for LLM Training".☆25Jun 1, 2026Updated 3 months ago
- An extention to the GaLore paper, to perform Natural Gradient Descent in low rank subspace☆19Oct 21, 2024Updated last year
- Official implementation for "Mixture of In-Context Experts Enhance LLMs’ Awareness of Long Contexts" (Accepted by Neurips2024)☆14Jan 7, 2025Updated last year
- ☆14May 4, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Kinetics: Rethinking Test-Time Scaling Laws☆86Jul 11, 2025Updated last year
- Spectral Sphere Optimizer☆133Mar 23, 2026Updated 5 months ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs with LoRA support.☆30Feb 19, 2024Updated 2 years ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆39Apr 4, 2024Updated 2 years ago
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆29Dec 19, 2023Updated 2 years ago
- Official code for "Algorithmic Capabilities of Random Transformers" (NeurIPS 2024)☆16Sep 28, 2024Updated last year
- Implementation of various equivariant models in JAX☆18Apr 12, 2024Updated 2 years ago
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆26Dec 12, 2023Updated 2 years ago
- NeurIPS'24 - LLM Safety Landscape☆41Oct 21, 2025Updated 10 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for reproducing figures and results in the paper ``Early stopping in deep networks: Double descent and how to eliminate it''☆15Jun 27, 2022Updated 4 years ago
- Official Pytorch Implementation of "Outlier-weighed Layerwise Sampling for LLM Fine-tuning" by Pengxiang Li, Lu Yin, Xiaowei Gao, Shiwei …☆35Jun 3, 2025Updated last year
- A clean and crisp CV template☆59Oct 6, 2020Updated 5 years ago
- Irene is a python package that aims to be a toolkit for global optimization problems that can be realized algebraically. It generalizes L…☆15Aug 26, 2026Updated last week
- ☆13Mar 22, 2023Updated 3 years ago
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆16Feb 27, 2025Updated last year
- Towards Understanding the Mixture-of-Experts Layer in Deep Learning☆37Dec 12, 2023Updated 2 years ago
- The Code for Homeomorphic Projection☆14Sep 21, 2023Updated 2 years ago
- ☆15Jun 8, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆35Jul 5, 2023Updated 3 years ago
- Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"☆31Jun 30, 2025Updated last year
- My attempt to improve the speed of the newton schulz algorithm, starting from the dion implementation.☆42Apr 30, 2026Updated 4 months ago
- Welcome to the 'In Context Learning Theory' Reading Group☆31Nov 8, 2024Updated last year
- ☆33Jan 7, 2025Updated last year
- ☆19Mar 25, 2025Updated last year
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆19Aug 24, 2026Updated 2 weeks ago