Observed arrival · 2026-10-10
Calculate Compute: LLM GPU Estimator
A browser-based tool for estimating the GPU capacity, time, and cost to train, fine-tune, or serve open-weight LLMs.
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- For
- Teams estimating open-weight LLM compute needs
- Worth noticing
- Its training estimate covers one final run; the page says experiments, failed runs, data, and staff usually add two to four times more.
Field notes
Users can start from the listed Muse Glimmer-30B configuration or paste a model's config.json text to fill fields, then adjust them. The page separates training, fine-tuning, and serving estimates, with a summary that includes the cheapest setup and memory picture. Its explanation view identifies formula inputs and sources; the method references Kundu et al. (2024) and Xia et al. (2024).
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○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
◉HumanPersonal, local, civic, or handmade
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