Luke Neumann
LukeNeumann
AI & ML interests
Fine tuning training data
Recent Activity
reacted to Overlaiapp's post with 👀 about 19 hours ago
October = Training Data Maxxxing Month.
We’re releasing one controlled video-data test every week in October, free on Hugging Face.
The goal is simple: isolate one variable at a time, then stack them.
Oct 5: 24p vs 30p vs 60p
Oct 12: SDR vs HDR
Oct 19: 1080p vs 4K vs 8K
Oct 26: 8K + 60p + HDR
Same scenes. Controlled comparisons. Real-world footage.
If you train or evaluate video models, we want to see what changes: evals, ablations, side-by-side generations, temporal consistency, training efficiency, or any measurable model improvement.
The point isn’t to assume higher-quality source data is better.
It’s to test it.
Week 4 combines everything into the full Overlai "Gold Standard" stack.
One variable at a time. Then stack them.
#TrainingData #VideoAI #MachineLearning #Datasets #HuggingFace #Overlai posted an update almost 2 years ago
I had a question about Trending datasets. Our initial dataset "Oregon Coast in 4K" was trending at #3 for video at about 700 downloads.
Over the past two days our downloads have spiked, now up to over 2,000, but the dataset has dropped down to the 3rd or 4th page of Trending.
What metrics are used to determine dataset Trending position? liked a dataset almost 2 years ago
Overlaiai/OregonCoastin4KOrganizations
