Guess who was the 1st to point out that Adam can be used for pretty much everything? (Answer: it was @fastdotai back in 2018 — @GuggerSylvain
's first research project in fact!) https://
fast.ai/posts/2018-07-
02-adam-weight-decay.html
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MACHINE LEARNING
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Adam Optimizer: Fast.ai’s 2018 Breakthrough Research Discovery
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Liquid AI Japan 350M Model Rivals GPT-4o Translation Performance
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Liquid AI Japan cooked with this 350M param model on par with GPT-4o for English Japanese translation That's a really nice example of fine-tuning done right
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MoE Training: Theory vs GPU Reality – Optimization Challenges
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MoE 101 – Episode 4: Theoretical: 60% fewer FLOPs. Reality: 7x slow down
— Cerebras (@cerebras) 4 septembre 2025
You followed all the tips from our last video. Your MoE model finally trains…
Then you try to scale it on GPUs…and… memory issues ❌, underused experts ❌, unpredictable compute bottlenecks ❌.
From… pic.twitter.com/b812dujd6SMoE 101 – Episode 4: Theoretical: 60% fewer FLOPs. Reality: 7x slow down You followed all the tips from our last video. Your MoE model finally trains… Then you try to scale it on GPUs…and… memory issues , underused experts , unpredictable compute bottlenecks . From
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AI Transforms Industrial Data into Actionable Engineering Insights
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Miranda Moonen, CEO & Founder of GUSTY, is turning messy industrial data into actionable AI insights for engineers. Join her at IIoT World AI Frontiers 2025 to see how AI can reduce downtime and boost efficiency. Register: https://
buff.ly/evFkbgg #AI #IndustrialData #IIoTWorldDay -
Graph-Powered Text-to-SQL: Schema Understanding for Query Generation
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interesting graph powered approach to text-to-SQL – set up: connect SQL db
– understands schema and stores in graph format
– upon user query, reasons through schema to generate SQL query complex SQL schemas have lots of relationships, so understanding as a graph makes sense to -
GenAI Struggles with Structured Data Despite Language Fluency
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GenAI writes poetry, paints pictures & chats fluently, but give it a spreadsheet and the spell breaks. Why structured data is still AI’s toughest frontier: “Revenge of the Tabular Data” linkedin.com/pulse/revenge-t…
→ View original post on X — @iainljbrown, 2025-09-04 15:49 UTC
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Hospitals Betting On AI To Transform Neurological Diagnosis
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Hospitals Are Betting On AI To Transform Neurological Diagnosis
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @lexfridman @sama @kaifulee @ID_AA_Carmack @karpathy @2morrowknight @ylecun
