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18:30 - Registration19:00-20:00 - Talk (Including Q&A)
20:00-20:30 Networking
Topics to be discussed
- Kaplan & Chinchilla Scaling Laws – How our understanding of compute-optimal scaling evolved.
- Predicting Downstream Task Accuracy – Using scaling laws to estimate performance on real-world tasks.
- Multi-Epoch Training Effects – How training beyond a single epoch modifies scaling dynamics.
- Scaling Laws for Inference – Understanding latency, memory, and compute costs at deployment.
- Our Experience in Molecules and Images – Applying scaling laws in domain-specific AI research.
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Event Venue & Nearby Stays
Moskovyan 35, Moskovyan 35, Yerevan, Armenia
Tickets