[ICML 2026] Memory-Efficient LLM Pretraining via Minimalist Optimizer Design
☆24May 26, 2026Updated 5 months ago
Alternatives and similar repositories for Minimalist_LLM_Pretraining
Users that are interested in Minimalist_LLM_Pretraining are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14May 4, 2026Updated 5 months ago
- ☆72Aug 28, 2026Updated 2 months ago
- Grams: Gradient Descent with Adaptive Momentum Scaling (ICLR 2025 Workshop)☆18Mar 6, 2025Updated last year
- SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)☆39Nov 1, 2024Updated last year
- Benchmarking Optimizers for LLM Pretraining. NeurIPS 2026, EurIPS 2025☆61May 3, 2026Updated 5 months ago
- 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.
- [ICML 2025] Official code for the paper "RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models…☆10May 29, 2025Updated last year
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Jun 22, 2023Updated 3 years ago
- This repo contains papers, books, tutorials and resources on Riemannian optimization.☆66Sep 11, 2026Updated last month
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆34Jul 1, 2025Updated last year
- [NeurIPS 2023] Code release for "Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity"☆19Oct 19, 2023Updated 3 years ago
- Vector Policy Optimization☆20Aug 25, 2026Updated 2 months ago
- Implementation of Multiscreen proposed by Ken Nakanishi for "Screening is Enough"☆19May 13, 2026Updated 5 months ago
- ☆17Jul 9, 2026Updated 3 months ago
- ☆11Aug 26, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND☆12May 15, 2024Updated 2 years ago
- [ICML‘24] Official code for the paper "Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark ".☆132Jul 6, 2025Updated last year
- ☆14Mar 2, 2025Updated last year
- [ICLR 2023] Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation☆12Jul 31, 2023Updated 3 years ago
- Explorations into the proposed SDFT, Self-Distillation Enables Continual Learning, from Shenfeld et al. of MIT☆33Feb 6, 2026Updated 8 months ago
- Multi-dataset evaluation of Anthropic's J-Space on Qwen3-4B. Demonstrates that internal 'workspace noise' can reliably route high-confide…☆12Jul 13, 2026Updated 3 months ago
- ☆12Mar 18, 2024Updated 2 years ago
- Code for paper "Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation" (ICLR'24)☆13Nov 17, 2023Updated 2 years ago
- mHC-lite: You Don’t Need 20 Sinkhorn-Knopp Iterations☆96Jan 12, 2026Updated 9 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆285Dec 2, 2024Updated last year
- ☆10Jun 19, 2023Updated 3 years ago
- Regular Invariant Generator and SMTLIB2 code transformer☆13Aug 8, 2022Updated 4 years ago
- ☆15May 9, 2024Updated 2 years ago
- Official pytorch code for "APP: Anytime Progressive Pruning" (DyNN @ ICML, 2022; CLL @ ACML, 2022, SNN @ ICML, 2022 and SlowDNN 2023)☆16Nov 22, 2022Updated 3 years ago
- Open-source alternative to Claude Artifacts for every coding agent. Any agent ships a self-contained page or app to a live URL — Claude C…☆52Oct 20, 2026Updated last week
- Code for "The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training"☆11Feb 4, 2026Updated 8 months ago
- ☆12Jun 20, 2024Updated 2 years ago
- In-context Example Selection with Influences☆15May 12, 2023Updated 3 years ago
- 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.
- itertree python package - full featured tree data structure☆15Sep 8, 2025Updated last year
- 🏆 Ambassador Paper for Innovative Use of NLP for Building Educational Applications 2023: Is ChatGPT a Good Teacher Coach? Measuring Zero…☆15Jul 21, 2024Updated 2 years ago
- A canon of deep learning optimizers.☆23Jun 18, 2026Updated 4 months ago
- Official codebase of "Update Your Transformer to the Latest Release: Re-Basin of Task Vectors" - ICML 2025☆24Jul 30, 2025Updated last year
- Nanochat in MLX☆12Mar 6, 2026Updated 7 months ago
- ☆15Sep 24, 2023Updated 3 years ago
- P4Control: Line-Rate Cross-Host Attack Prevention via In-Network Information Flow Control Enabled by Programmable Switches and eBPF☆11May 20, 2024Updated 2 years ago