Dan Petrovic PRO

dejanseo

https://dejan.ai/ai-seo/

AI & ML interests

DEJAN is the leading AI SEO agency in Australia. [DEJAN AI](https://dejan.ai/ai-seo/)

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updated a model about 17 hours ago

dejanseo/chrome_models

posted an update 11 days ago

Loss Curve Forecaster — Predict Where Your Training Is Heading https://huggingface.co/spaces/dejanseo/loss-target-estimator Ever stared at a loss curve wondering: - How many more hours until I hit my target loss? - What will my loss be if I train for 10 more hours? - Is this thing ever going to converge? I built a tool to answer these questions. Upload a WandB CSV export and get instant predictions using power law curve fitting — the same dynamics that govern LLM training scaling laws. What you get: Asymptote prediction (your loss floor) Time-to-target estimates Progress percentage toward convergence Dual-axis chart showing both wall time and steps Tip: Export from WandB with Wall Time as the X-axis to see both time and steps on the chart. https://dejan.ai/tools/loss-estimator/

updated a Space 11 days ago

dejanseo/loss-target-estimator

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updated a model about 17 hours ago

dejanseo/chrome_models

Updated about 17 hours ago • 14.4k • 9

posted an update 11 days ago

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217

Loss Curve Forecaster — Predict Where Your Training Is Heading
dejanseo/loss-target-estimator

Ever stared at a loss curve wondering:
- How many more hours until I hit my target loss?
- What will my loss be if I train for 10 more hours?
- Is this thing ever going to converge?

I built a tool to answer these questions.

Upload a WandB CSV export and get instant predictions using power law curve fitting — the same dynamics that govern LLM training scaling laws.
What you get:

Asymptote prediction (your loss floor)
Time-to-target estimates
Progress percentage toward convergence
Dual-axis chart showing both wall time and steps

Tip: Export from WandB with Wall Time as the X-axis to see both time and steps on the chart.

https://dejan.ai/tools/loss-estimator/