Apple study: bilingual data mixing beats hyperparameter tuning
Read original source →machinelearning.apple.com
Across ~1,000 pre-training runs at four scales (150M–1.43B params), mixing English into Arabic training beat weight-decay tuning, gaining the equivalent of 2–3x unique target data on validation loss and 2–13x on downstream accuracy.
1 source
More stories today
Trillium Labs hiring post-training researchers, engineers
Nathan Lambert·1 hour agoNVIDIA open sources Run:ai as part of DSX AI Factory platform
NVIDIA released the full Run:ai platform as open source, including four independently adoptable components: KAI Scheduler, GPU Fractioning Operator, KAI Resource Management, and Workload Map. The code lives in the NVIDIA DSX AI Factory GitHub organization, and partners can adopt it whole or component-by-component.
NVIDIA Developer Blog·1 hour ago
useABI launches AI 'associate' for M&A deal docs
Former Greenberg Traurig M&A lawyer Abdulrasheed Ijaodola launched useABI, which he says returns a purchase agreement markup, issues list, diligence report and summary in about 30 minutes, with the issues list in under five minutes and no prompting. First major deployment was a pilot at an unnamed Am Law 100 firm.
LawSites·1 hour ago
Anthropic bans sustained abusive behavior toward Claude in ToS update
Anthropic's revised terms of service make "sustained and needless abusive or cruel behavior toward our models" a violation, with a high technical bar. The update also adds restrictions on propaganda campaigns, surveillance and weapon development, which Anthropic says mostly clean up old clauses.
Don't Worry About The Vase·1 hour ago
Fish Audio's Drama 3 voice model adds audio inpainting
AI Breakfast·1 hour ago
Apple releases HomeView smart home hub with screen as showcase for Siri AI
Apple launched HomeView, a smart home hub with a screen built to showcase Siri AI. The company also announced a new Apple TV 4K and HomePod Mini.
CNBC Technology·2 hours ago
Ethan Mollick's book Co-Existence out October 20 with AI interview pre-order bonus
Ethan Mollick·2 hours agoModerna founder Noubar Afeyan calls for urgent AI agent regulation
Afeyan, a billionaire biotech mogul, warns that waiting for a disaster before regulating AI agents risks repeating the drug industry's past mistakes. He wants rules imposed on agents tech firms are already selling.
Bloomberg Technology·2 hours ago
