π€Reddit r/MachineLearningβ’Stalecollected in 8h
ORION Trains Transformers on ANE
#apple-silicon#on-device-training#ml-compilerorionorionappleanecoremltransformer
π‘First stable Transformer training on Apple ANEβopen-source now!
β‘ 30-Second TL;DR
What Changed
Direct ANE access bypassing CoreML abstractions
Why It Matters
Unlocks Apple's 38 TOPS ANE for LLM training, boosting on-device ML research. Bridges hardware reverse-engineering to practical runtime.
What To Do Next
Clone ORION repo and benchmark Transformer training on your M-series Mac.
Who should care:Developers & AI Engineers
Key Points
- β’Direct ANE access bypassing CoreML abstractions
- β’Custom compiler with 5 passes emits native MIL
- β’Fixes stale programs, fp16 overflow, weight corruption
- β’Catalogs 17 constraints like concat failure, SRAM limits
- β’Stable multi-step training on M4 Max
π°
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Original source: Reddit r/MachineLearning β
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