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lessw2020

AI/PyTorch Partner Engineer - Meta AI (Facebook AI) Principal Software Engineer - Audere Software Architect - X10 Wireless Dev/PM - Microsoft

223 repositories
347 followers
Seattle, WA USA

Repositories

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Ranger-Deep-Learning-Optimizer

Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase

Python
1196
177
18
Updated 2 days ago
public

Ranger21

Ranger deep learning optimizer rewrite to use newest components

Python
326
46
22
Updated 8 hours ago
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Best-Deep-Learning-Optimizers

Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable

Jupyter Notebook
210
41
8
Updated 2 months ago
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mish

Mish Deep Learning Activation Function for PyTorch / FastAI

Jupyter Notebook
161
33
3
Updated a month ago
public

res2net-plus

Res2Net architecture with improved stem and Mish activation function

Python
136
33
4
Updated a year ago
public

Ranger-Mish-ImageWoof-5

Repo to build on / reproduce the record breaking Ranger-Mish-SelfAttention setup on FastAI ImageWoof dataset 5 epochs

Jupyter Notebook
116
25
4
Updated 4 months ago
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training-detr

Unofficial Colab on how to train DETR, the intelligent object detector, with your own dataset. DETR = Detection Transformer

Jupyter Notebook
40
6
2
Updated 2 months ago
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FAdam_PyTorch

an implementation of FAdam (Fisher Adam) in PyTorch

Python
38
0
1
Updated 5 days ago
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transformer_central

Various transformers for FSDP research

Jupyter Notebook
34
2
0
Updated 4 days ago
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Ranger22

Testing various improvements to Ranger21 for 2022

Python
18
2
0
Updated 2 months ago
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triton_kernels_for_fun_and_profit

Custom kernels in Triton language for accelerating LLMs

Python
17
0
1
Updated 2 months ago
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mrnet-fastai

Deep Learning CNN using FastAI for the Stanford MRNet Knee MRI diagnosis challenge

Jupyter Notebook
16
8
0
Updated a year ago