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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!
2:02
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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 Zhang

79,918 Aufrufe • vor 1 Monat

Introducing 𝗩𝗲𝗹𝗮 𝟮.𝟬: Our newest 𝗢𝗽𝗲𝗻 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗥𝗼𝘂𝘁𝗶𝗻𝗴 𝗠𝗼𝗱𝗲𝗹𝘀, bringing 𝘀𝗽𝗮𝗻-𝗹𝗲𝘃𝗲𝗹 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻𝘀 to System One. HF Collection 🤗: #OpenSource #AI #LLM #vLLM #HuggingFace
1:42
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Introducing 𝗩𝗲𝗹𝗮 𝟮.𝟬: Our newest 𝗢𝗽𝗲𝗻 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗥𝗼𝘂𝘁𝗶𝗻𝗴 𝗠𝗼𝗱𝗲𝗹𝘀, bringing 𝘀𝗽𝗮𝗻-𝗹𝗲𝘃𝗲𝗹 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻𝘀 to System One. HF Collection 🤗: #OpenSource #AI #LLM #vLLM #HuggingFace

Xunzhuo

30,808 Aufrufe • vor 1 Monat

Introducing d3-turbo: our newest state-of-the-art multimodal foundation decision model⚡ #1 on both Jev Decision Index boards. It points(box), follows and sees images in your questions. StateOnce brings 15x faster than d3 flash 🤗 #vLLM #Jev #Decision
0:41
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Introducing d3-turbo: our newest state-of-the-art multimodal foundation decision model⚡ #1 on both Jev Decision Index boards. It points(box), follows and sees images in your questions. StateOnce brings 15x faster than d3 flash 🤗 #vLLM #Jev #Decision

Xunzhuo

21,223 Aufrufe • vor 26 Tagen

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