Adan
Sophia
Adan | Sophia | |
---|---|---|
1 | 3 | |
727 | 361 | |
1.2% | - | |
4.6 | 7.0 | |
about 1 month ago | 6 months ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
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Adan
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Find Optimal Learning Rates for Stable Diffusion Fine-tunes (Link in Comments)
Adan https://github.com/sail-sg/Adan
Sophia
- [D] Potential scammer on github stealing work of other ML researchers?
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[R] Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training
Github repo
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The Sophia optimizer, a faster alternative to AdamW
Code: https://github.com/kyegomez/Sophia
Looking forward to trying it out this week
What are some alternatives?
AdamP - AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)
Adan-pytorch - Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch
Otter - 🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.
dadaptation - D-Adaptation for SGD, Adam and AdaGrad
LOGICGUIDE - Plug in and Play implementation of "Certified Reasoning with Language Models" that elevates model reasoning by 40%
pytorch_resnet_cifar10 - Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
tree-of-thoughts - Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
DeepFake-Detection - Towards deepfake detection that actually works
Sophia - The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
LaTeX-OCR - pix2tex: Using a ViT to convert images of equations into LaTeX code.
deep-daze - Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun