Using PyTorch autograd to compute Hessian of Perplexity for Large Language Models
☆29Apr 17, 2025Updated last year
Alternatives and similar repositories for llm-hessian
Users that are interested in llm-hessian are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆70Aug 28, 2026Updated last week
- Code for the paper: Why Transformers Need Adam: A Hessian Perspective☆65Mar 11, 2025Updated last year
- Code for AttriBoT from "AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution"☆15Apr 21, 2025Updated last year
- The official code of "Mano: Restriking Manifold Optimization for LLM Training".☆25Jun 1, 2026Updated 3 months ago
- Code for ICLR 2022 Paper (HyperDQN: A Randomized Exploration Method for Deep Reinforcement Learning)☆12Nov 28, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for RATIONALYST: Pre-training Process-Supervision for Improving Reasoning https://arxiv.org/pdf/2410.01044☆36Oct 3, 2024Updated last year
- List of papers on Hallucination in LMM☆10Nov 29, 2023Updated 2 years ago
- Second-Order Fine-Tuning without Pain for LLMs: a Hessian Informed Zeroth-Order Optimizer☆27Feb 11, 2025Updated last year
- Website for release of TellMeWhy dataset for why question answering☆14Nov 11, 2022Updated 3 years ago
- ☆14Nov 15, 2022Updated 3 years ago
- This repo explores how AMR to address tasks difficult for LLMs☆12Jan 15, 2024Updated 2 years ago
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆12Nov 8, 2024Updated last year
- Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"☆12Sep 12, 2023Updated 2 years ago
- [COLM 2025: 1st Workshop on the Application of LLM Explainability to Reasoning and Planning] Latent Chain-of-Thought? Decoding the Depth-…☆21Aug 19, 2026Updated 2 weeks ago
- 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.
- ☆11Jun 2, 2022Updated 4 years ago
- Wenzhou-Kean University AI-LAB☆10Jun 6, 2022Updated 4 years ago
- 该六子棋程序使用Java语言编写,内置AI落子,主要由阿尔法贝塔搜索+评估函数实现,存在一定的bug,智能方面还行吧☆13Jul 24, 2021Updated 5 years ago
- A single-line modification to any (dualizer-based) optimizer that allows the optimizer to adapt to the scale of the gradients as they cha…☆19Jan 11, 2025Updated last year
- [NeurIPS 2025] What Makes a Reward Model a Good Teacher? An Optimization Perspective☆45Sep 18, 2025Updated 11 months ago
- Official Implementation of "GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution"☆20Apr 3, 2024Updated 2 years ago
- Efficient Conformal Prediction via Cascaded Inference with Expanded Admission☆20Sep 15, 2021Updated 4 years ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 3 years ago
- Spectral Sphere Optimizer☆133Mar 23, 2026Updated 5 months 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.
- Code for Dayal Kalra's research internship on scalable curvature measures for neural networks.☆29Feb 3, 2026Updated 7 months ago
- [ICLR2025] IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis☆39Feb 17, 2025Updated last year
- Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"☆16Aug 11, 2023Updated 3 years ago
- Perform bayesian distribution regression☆13Mar 19, 2018Updated 8 years ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆132Jul 4, 2025Updated last year
- ☆10Apr 16, 2024Updated 2 years ago
- ☆216Nov 25, 2025Updated 9 months ago
- [NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling☆40Dec 2, 2023Updated 2 years ago
- ☆94Jul 21, 2026Updated last month
- 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.
- 中国人民大学 YOJ 题库☆14Jun 9, 2022Updated 4 years ago
- CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving (NAACL 2024 Findings))☆17Apr 26, 2024Updated 2 years ago
- AAAI 2024, "Working Memory Capacity of ChatGPT: An Empirical Study".☆15Feb 10, 2025Updated last year
- Fork of Flame repo for training of some new stuff in development☆20Aug 27, 2026Updated last week
- Experimental deep learning framework written in Rust☆15Nov 2, 2022Updated 3 years ago
- My attempt to improve the speed of the newton schulz algorithm, starting from the dion implementation.☆42Apr 30, 2026Updated 4 months ago
- Speculative Decoding Meets Quantization: Compatibility Evaluation and Hierarchical Framework Design☆26May 29, 2025Updated last year