Tolga Aktas's picture

1

Tolga Aktas

tolgaaktas

·

https://tolgaaktas.github.io

AI & ML interests

Self-Supervised Learning, Computer Vision, Lifelong ML, Continual Learning

Recent Activity

reacted to merve's post with 🔥 18 days ago

stop writing CUDA kernels yourself we have launched Kernel Hub: easy optimized kernels for all models on Hugging Face 🔥 use them right away! it's where the community populates optimized kernels 🤝 this release comes in three parts > Kernel Hub: contains (as of now) 14 kernels > kernels: Python library to load kernels from Kernel Hub > kernel-builder: Nix package to build kernels for PyTorch (made using PyTorch C++ frontend) when building models, your regular workflow should be pulling kernels from Hub and building your model with them 🤗 here's a practical example with RMSNorm: 1. pull the kernel from Hub with `get_kernel` 2. decorate with `use_kernel_forward_from_hub` 3. inject it to your model we'd love to hear your feedback! 🙏🏻 we also welcome kernel contributions by community 🥹💗 - request kernels here: https://huggingface.co/spaces/kernels-community/README/discussions/1 - check out this org: https://huggingface.co/kernels-community - read the blog: https://huggingface.co/blog/hello-hf-kernels

upvoted an article 4 months ago

Illustrating Reinforcement Learning from Human Feedback (RLHF)

updated a model 4 months ago

tolgaaktas/distilled_whisper-medium_teacher_whisper-large-v3

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Organizations

models 7

tolgaaktas/distilled_whisper-medium_teacher_whisper-large-v3

Automatic Speech Recognition • 0.8B • Updated Feb 22 • 14

tolgaaktas/distilled_whisper-medium_teacher_whisper-large-v3-turbo

Automatic Speech Recognition • 0.8B • Updated Feb 22 • 15

tolgaaktas/distilled_whisper-small_teacher_whisper-large-v3

Automatic Speech Recognition • 0.2B • Updated Feb 22 • 10

tolgaaktas/distilled-whisper-medium-teacher-whisper-large-v3-turbo-pl_only

Automatic Speech Recognition • 0.8B • Updated Feb 20 • 12

tolgaaktas/distilled-whisper-small-teacher-whisper-large-v3-pl_kl

Automatic Speech Recognition • 0.2B • Updated Feb 20 • 9

tolgaaktas/distilled-whisper-medium-teacher-whisper-large-v3-pl_kl

Automatic Speech Recognition • 0.8B • Updated Feb 20 • 6

tolgaaktas/distilled-whisper-medium-teacher-whisper-large-v3-turbo-pl_kl

Automatic Speech Recognition • 0.8B • Updated Feb 19 • 9

datasets 2

tolgaaktas/synthetic_teacher_largev3

Viewer • Updated Feb 21 • 537 • 39

tolgaaktas/synthetic_teacher_largev3_turbo

Viewer • Updated Feb 21 • 535 • 37