Aryan V S's picture

Aryan V S

a-r-r-o-w

·

a-r-r-o-w

AI & ML interests

computer vision, reinforcement learning

Recent Activity

upvoted a paper 1 day ago

Text-Aware Image Restoration with Diffusion Models

upvoted an article 8 days ago

Groq on Hugging Face Inference Providers 🔥

replied to their post 11 days ago

Recently, I've been focusing my learning on the following topics: - Pytorch internals, specifically the inductor system (roughly ~1 month of experience) - Triton internals (~8 moe) - CUDA (~3 moe) - Understanding fusion patterns in compilers and how to improve them (~1 moe) - Parallelism strategies for large scale inference optimization (~6-7 moe) I thought it would be nice to document it somewhere for no particular reason. Maybe someone will find it useful? It's also because I want to get into the habit of writing, but had no motivation to do so. Maybe writing short informal posts will help build the habit. Since I don't have a personal site, and don't plan to create one in the near future, I think HF posts are best suited for short and informal documentation to share my little discoveries and learnings. If you're interested, strap in! First post in this series will be on basic study of Pytorch's float32 matmuls and their Triton implementation (nothing much, just the tutorial available on the website), short dive into TF32 and their TFLOPS comparison on an A100 machine.

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Organizations

a-r-r-o-w 's models 13

a-r-r-o-w/Wan-VACE-1.3B-diffusers

Updated May 20 • 2.88k

a-r-r-o-w/LTX-Video-0.9.7-Latent-Spatial-Upsampler-diffusers

Updated May 7 • 121

a-r-r-o-w/LTX-Video-0.9.7-diffusers

Updated May 7 • 260 • 3

a-r-r-o-w/LTX-Video-0.9.1-diffusers

Text-to-Video • Updated Mar 18 • 1.03k • 7

a-r-r-o-w/HunyuanVideo-tuxemons

Text-to-Video • Updated Jan 6 • 19 • 5

a-r-r-o-w/LTX-Video-diffusers

Text-to-Video • Updated Dec 25, 2024 • 2.34k • 4

a-r-r-o-w/cogvideox-disney-adamw-4000-0.0003-constant

Text-to-Video • Updated Oct 10, 2024 • 21 • 4

a-r-r-o-w/cogvideox-disney-adamw-3000-0.0003

Text-to-Video • Updated Oct 10, 2024 • 12 • 8

a-r-r-o-w/ConsistencyTTA

Updated Jul 1, 2024 • 4

a-r-r-o-w/AnyText

Text-to-Image • Updated Jun 22, 2024 • 6 • 1

a-r-r-o-w/animatediff-motion-adapter-sdxl-beta

Updated Apr 30, 2024 • 49 • 3

a-r-r-o-w/motionctrl-svd

Updated Mar 1, 2024 • 9 • 2

a-r-r-o-w/dragnuwa-svd

Updated Feb 24, 2024 • 10