Article
GPU Efficiency in VLAI Model Training
cedricbonhomme
• 
🏗️ Building on HF
Cédric
cedricbonhomme
AI & ML interests
AI/NLP for Vulnerability Management. Multi-Agent Systems.
Recent Activity
reacted to tardellirs's post with 🔥 about 15 hours ago
I built Model Pulse: daily download history for every model on the Hub 📈
A model page tells you its downloads for the last 30 days, but not how it got there. Model Pulse rebuilds the day-by-day history for 1.6M models, back to July 2024, from the daily snapshots in @cfahlgren1's hub-stats dataset.
A few things the data shows:
- The Hub now serves ~100M model downloads a day, up from ~62M a year ago
- Vision-language models grew about 7x in that year, to 10.7M downloads a day
- 37% of Qwen3-8B's monthly downloads go to its 6,283 quantizations, fine-tunes and merges, not to the original
What you can do with it:
- Open any model, e.g. https://huggingface.co/spaces/tardellirs/model-pulse?model=Qwen/Qwen3-8B
- Compare up to five models on one chart
- Browse weekly rankings: fastest growing, new this month, biggest families, top organizations
- Add a live badge to your model card (monthly downloads, sparkline and weekly trend)
The data is open too: https://huggingface.co/datasets/modelpulse/model-pulse-data
I'd love feedback, especially from model authors: what would you want to see about your own models? liked a Space about 15 hours ago
tardellirs/model-pulse liked a model 3 days ago
XingChen-AGI/TeleOCROrganizations
published an article 10 months ago