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☆458May 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
- Official implementation for the paper "Controlled Sparsity via Constrained Optimization"☆12Aug 10, 2022Updated 3 years ago
- Using PyTorch autograd to compute Hessian of Perplexity for Large Language Models☆29Apr 17, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- NeurIPS'24 - LLM Safety Landscape☆40Oct 21, 2025Updated 7 months ago
- Inverse Scaling in Test-Time Compute☆25Dec 3, 2025Updated 6 months ago
- ☆16Apr 26, 2023Updated 3 years ago
- ☆270Dec 2, 2024Updated last year
- 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
- Kinetics: Rethinking Test-Time Scaling Laws☆87Jul 11, 2025Updated 11 months ago
- ☆11Sep 20, 2024Updated 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.
- An implementation of the penalty-based bilevel gradient descent (PBGD) algorithm and the iterative differentiation (ITD/RHG) methods.☆19Feb 13, 2023Updated 3 years ago
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆29Dec 19, 2023Updated 2 years ago
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆16Feb 4, 2025Updated last year
- ☆198Jun 9, 2026Updated last week
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆25Dec 12, 2023Updated 2 years ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆38Apr 4, 2024Updated 2 years ago
- DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule☆62Aug 23, 2023Updated 2 years ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs with LoRA support.☆30Feb 19, 2024Updated 2 years ago
- Official code for "Algorithmic Capabilities of Random Transformers" (NeurIPS 2024)☆15Sep 28, 2024Updated last year
- 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.
- Minimal pretraining script for language modeling in PyTorch. Supporting torch compilation and DDP. It includes a model implementation and…☆48Apr 27, 2026Updated last month
- [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"☆16Feb 27, 2025Updated last year
- [EMNLP 25] An effective and interpretable weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study un…☆19Dec 17, 2025Updated 6 months ago
- Towards Understanding the Mixture-of-Experts Layer in Deep Learning☆35Dec 12, 2023Updated 2 years ago
- The Code for Homeomorphic Projection☆14Sep 21, 2023Updated 2 years ago
- Code for "What really matters in matrix-whitening optimizers?"☆24Oct 31, 2025Updated 7 months ago
- ☆14Jun 8, 2023Updated 3 years ago
- ☆35Jul 5, 2023Updated 2 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆33Jan 7, 2025Updated last year
- Welcome to the 'In Context Learning Theory' Reading Group☆31Nov 8, 2024Updated last year
- Computational abilities and efficiency of neural networks☆61Jul 19, 2025Updated 11 months ago
- Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"☆30Jun 30, 2025Updated 11 months ago
- ☆17Apr 27, 2026Updated last month
- ☆21Apr 16, 2025Updated last year
- a fast implementation of BM25☆10Sep 15, 2022Updated 3 years ago