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Show HN: Skyrim – Open-source Large Weather Model (LWM) Zoo

19 pointsby sureklixabout 1 year ago
Hi HN, I&#x27;m Efe from Secondlaw AI. We are building physics-informed large AI models. Currently, we are focusing on weather modelling.<p>To benchmark SOTA, we had to build a forecasting infra for all available large weather models and we could not find a solid tooling to do so, so we built Skyrim. Within &lt;5 mins and &lt;5 LOC you can run forecasts on par with global weather models that are run on 100K+ CPU HPCs!<p>We are implementing more models &amp; fine-tuning capabilities. Let us know if anything more we can add, also happy to answer any questions!

5 comments

Pwnguinzabout 1 year ago
What&#x27;s the granularity of the prediction (I&#x27;m not sure if that&#x27;s the correct word? I&#x27;m not a meteorologist)? Region level (100s km)? City level (a few 10s of kms)? Block level (a few kms)?<p>When you say it&#x27;s on par with global weather models, how is &quot;weather prediction accuracy&quot; measured?<p>Cool, none-the-less!
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JojoFatsaniabout 1 year ago
Are you just entirely unconcerned with being sued for trademark infringement?
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u2xabout 1 year ago
Thanks for releasing this.<p>Always wanted to play with these models!<p>It&#x27;s great to be able to use modal and get predictions without a gpu.
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frenty_devabout 1 year ago
nice name, skyrim fan?
luskiraabout 1 year ago
Lol skyrim? hahah
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