APOLLO: SGD-like Memory, AdamW-level Performance; MLSys'25 Oustanding Paper Honorable Mention
☆344Nov 29, 2025Updated 4 months ago
Alternatives and similar repositories for APOLLO
Users that are interested in APOLLO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Dec 9, 2024Updated last year
- ☆13Apr 1, 2026Updated 2 weeks ago
- [NeurIPS 2024] BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models☆285Mar 15, 2025Updated last year
- ☆27Mar 29, 2025Updated last year
- Code for the paper: Why Transformers Need Adam: A Hessian Perspective☆65Mar 11, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆14Jun 4, 2024Updated last year
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,683Oct 28, 2024Updated last year
- A pytorch realization of adafactor (https://arxiv.org/pdf/1804.04235.pdf )☆26Aug 27, 2019Updated 6 years ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆205Jul 17, 2024Updated last year
- [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…☆29Jul 24, 2025Updated 8 months ago
- Pytorch implementation of "Oscillation-Reduced MXFP4 Training for Vision Transformers" on DeiT Model Pre-training☆39Jun 20, 2025Updated 9 months ago
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆455May 13, 2025Updated 11 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆826Mar 6, 2025Updated last year
- ☆13Dec 13, 2024Updated last year
- 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.
- xKV: Cross-Layer SVD for KV-Cache Compression☆49Nov 30, 2025Updated 4 months ago
- ☆595Sep 23, 2025Updated 6 months ago
- ☆31Oct 12, 2023Updated 2 years ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆512Aug 1, 2024Updated last year
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆33Jul 1, 2025Updated 9 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆87Jul 11, 2025Updated 9 months ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆291May 1, 2025Updated 11 months ago
- [ICLRW'26] EoRA: Fine-tuning-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation☆33Mar 24, 2026Updated 3 weeks ago
- This repository contains code for the MicroAdam paper.☆21Dec 14, 2024Updated last year
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A Qwen .5B reasoning model trained on OpenR1-Math-220k☆14Oct 11, 2025Updated 6 months ago
- Muon is an optimizer for hidden layers in neural networks☆2,479Jan 19, 2026Updated 2 months ago
- Official Pytorch Implementation of "Outlier-weighed Layerwise Sampling for LLM Fine-tuning" by Pengxiang Li, Lu Yin, Xiaowei Gao, Shiwei …☆35Jun 3, 2025Updated 10 months ago
- ☆35Mar 12, 2025Updated last year
- DPO, but faster 🚀☆51Dec 6, 2024Updated last year
- ☆14Jan 3, 2025Updated last year
- Efficient Triton Kernels for LLM Training☆6,279Updated this week
- Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?☆118Oct 21, 2024Updated last year
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official implementation of Half-Quadratic Quantization (HQQ)☆928Feb 26, 2026Updated last month
- ☆33Nov 11, 2024Updated last year
- PyTorch Implementation of Variance Reduced Optimization Algorithms -- SARAH and SVRG.☆15Jul 11, 2021Updated 4 years ago
- Implementation of Negative-aware Finetuning (NFT) algorithm for "Bridging Supervised Learning and Reinforcement Learning in Math Reasonin…☆76Sep 8, 2025Updated 7 months ago
- [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-t…☆3,296Jan 17, 2026Updated 2 months ago
- Transformers components but in Triton☆34May 9, 2025Updated 11 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆181Jul 12, 2024Updated last year