Excellent. One of the less talked about topics of vector dbs.
MACHINE LEARNING
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Important quote: AIME and GPQA results strong but not user-visible
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This quote is especially important:
> "Results on AIME and GPQA are really strong, but that doesn’t necessarily translate to something that a user can feel. Even as someone working in science, it’s not easy to find the slice of prompts where GPT-4o fails, o1 does well, and I can -
DeepPCB Pro: Reinforcement Learning for PCB Layout Design
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Nice to see this launch of a Pro version of DeepPCB, an RL-based system for laying out PCB boards, which runs on @googlecloud. Nice work, @kbeguir and team! 🎉
— Jeff Dean (@JeffDean) 13 septembre 2024
The use of RL for many kinds of hardware design and layout problems is accelerating. I remember excitedly comparing… https://t.co/yhfTJHoGBcNice to see this launch of a Pro version of DeepPCB, an RL-based system for laying out PCB boards, which runs on @googlecloud
. Nice work, @kbeguir and team! The use of RL for many kinds of hardware design and layout problems is accelerating. I remember excitedly comparing -
DreamHOI: Zero-Shot 3D Human-Object Interaction Synthesis
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DreamHOI Subject-Driven Generation of 3D Human-Object Interactions with Diffusion Priors paper page: https://
huggingface.co/papers/2409.08
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… We present DreamHOI, a novel method for zero-shot synthesis of human-object interactions (HOIs), enabling a 3D human model to realistically interact -
Microsoft Windows Agent Arena: Evaluating Multi-Modal OS Agents
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Microsoft presents Windows Agent Arena
— AK (@_akhaliq) 13 septembre 2024
Evaluating Multi-Modal OS Agents at Scale
discuss: https://t.co/SGWxR49gHN
Large language models (LLMs) show remarkable potential to act as computer agents, enhancing human productivity and software accessibility in multi-modal tasks that… pic.twitter.com/L85CqrJf5LMicrosoft presents Windows Agent Arena Evaluating Multi-Modal OS Agents at Scale discuss: https://
huggingface.co/papers/2409.08
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… Large language models (LLMs) show remarkable potential to act as computer agents, enhancing human productivity and software accessibility in multi-modal tasks that -
Source2Synth: Synthetic Data Generation from Real Data Sources
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Source2Synth Synthetic Data Generation and Curation Grounded in Real Data Sources discuss: https://
huggingface.co/papers/2409.08
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… Large Language Models still struggle in challenging scenarios that leverage structured data, complex reasoning, or tool usage. In this paper, we propose -
Solar Pro Preview Outperforms Top Fine-Tuned LLMs and GPT-4
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Across 30 tasks, @UpstageAI
's Solar Pro Preview fine-tuned outperforms every top fine-tuned open-source #LLM and #GPT4 and #GPT4o-mini base models! See more at our new Fine-Tuning Leaderboard: https://
pbase.ai/4gnsoaI
Try #SolarProPreview for free: https://
pbase.ai/3Zk1N8j -
o1-mini Achieves Surprising 60% Score on AIME Math Competition
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o1-mini is the most surprising research result i've seen in the past year obviously i cannot spill the secret, but a small model getting >60% on AIME math competition is so good that it's hard to believe congrats @ren_hongyu @shengjia_zhao for the great work!
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Production ML Acceleration and Compound AI Systems in Enterprises
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What’s driving the acceleration of production ML? Why are enterprises choosing compound AI systems? This episode of The Ravit Show answers these questions and deep dives into findings from the State of Data + AI report. Watch here: https://
dbricks.co/4dWTcNn @RavitJain -
OpenAI o1 solves a logic puzzle
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3/ OpenAI o1 solves a logic puzzlepic.twitter.com/1hrMpoWO70
— God of Prompt (@godofprompt) 12 septembre 20243/ OpenAI o1 solves a logic puzzle