#aiforecasting — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #aiforecasting, aggregated by home.social.
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Toto introduces a decoder-only transformer with proportional space-time attention for smarter multivariate time series forecasting. https://hackernoon.com/how-toto-reimagines-multi-head-attention-for-multivariate-forecasting #aiforecasting
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Datadog’s Toto sets a new benchmark in time series forecasting with trillion-point training and domain-tuned observability insights. https://hackernoon.com/the-time-series-optimized-transformer-setting-new-standards-in-observability #aiforecasting
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📊 Can your 8GB laptop handle DeepSeek R1?
We ran 250 sessions, built XGBoost models (R² = 0.91 ✅), and found the hidden levers behind RAM, latency & reasoning accuracy.
This isn't guesswork—it's LLM deployment as data science 💡🔍🔗 Read the full breakdown:
https://medium.com/@rogt.x1997/can-you-run-deepseek-r1-on-8gb-ram-a-data-science-driven-breakdown-21340677a063
#LLM #EdgeAI #DeepSeekR1 #AIForecasting #MachineLearning #LocalInference
https://medium.com/@rogt.x1997/can-you-run-deepseek-r1-on-8gb-ram-a-data-science-driven-breakdown-21340677a063 -
AI is revolutionizing weather forecasting by offering faster, cheaper, and more accurate predictions without the need for supercomputers. Tools like Aardvark Weather and WeatherMesh-3 can generate 14-day forecasts in seconds using just a laptop.
#WeatherTech #AIinClimate #AardvarkWeather #ExtremeWeather #DisasterPreparedness #AIForecasting #ClimateChange #TECHi
Read Full Article Here :- https://www.techi.com/ai-precision-weather-forecasting-models/
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New AI Model Forecasts Wildfire Activity by Tracking Fuel, Not Just Fire Risk
#AI #AIforecasting #WildfirePrediction #ClimateTech #MachineLearning #EnvironmentalAI #ECMWF #PoFmodel #WeatherAI #FireRisk #GeospatialAI
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AI outperforms conventional weather forecasting for the first time: Google study - Enlarge / A file photo of Tropical Storm Fiona as seen in a satellite i... - https://arstechnica.com/?p=1983760 #machinelearning #googledeepmind #aiforecasting #meteorology #hurricanes #graphcast #science #weather #biz #google #ecmwf #ai