Ruixiang Zhang
@onloglogn • 1,996 subscribers
https://t.co/fHQnUuIvqq Research @Apple MLR. PhD @Mila_Quebec. Prev @GoogleDeepMind @preferred_jp.
Videos
Introducing LoopCD our latest research at 🍎 Apple MLR. Heard the rumors that frontier models like GPT-6 Astra and Gemini 4 use Looped Transformers? We present a new inference-time method that makes pre-trained looped models better for (almost) free! AIME 2024 (Ouro-2.6B): 61.9 → 73.3 HumanEval (Huginn): 22.6 → 31.7 No training. No extra model. Read our paper for more details:
Ruixiang Zhang153,564 次观看 • 1 个月前
Introducing RSI-Inference Bench from 🍎 Apple ML Research 🌐 💻 Can AI agents improve the systems that run AI? We spent $100K API tokens, 50K GPU hours to find out. We built environments and benchmark from real-world #vLLM and #SGLang tasks, covering the full lifecycle of model inference engineering: 🚀 Day-0 Model Support ⚡ Inference Optimization 🔧 Bug Fix → Unsaturated: best agent at 26.7% pass@1 → Comprehensive coverage of the inference stack → Verifiable rewards: binary and continuous Watch the video to find out more!
Ruixiang Zhang79,918 次观看 • 1 个月前
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