Mohamed Baioumy
@mo_baioumy
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Building @exolabs PhD in AI & Robotics @oxfordrobots
Joined September 2012
One more Apple announcement this week: you can now run your personal AI cluster using Apple devices @exolabs_. h/t @awnihannun
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RT @HomeDAO_live: HomeDAO Cohort 1 produced $6bn worth of companies. Apply to be part of HomeDAO Cohort 2 now. Deadline - 15th of July. h….
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RT @alexocheema: Apple have given me early access to 2 maxed out M3 Ultra 512GB Mac Studios ahead of the public release. I will run the fu….
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RT @MattBeton: Training an LLM on 8 M4 Mac Minis. Ethernet interconnect between Macs is 100x slower than NVLink so Macs can’t synchronise m….
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RT @alexocheema: 8 months ago, exo was a hackathon project. Today it's front page of The Wall Street Journal @WSJ. We're a real company no….
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RT @exolabs: First look at SPARTA, a distributed AI training algorithm that avoids synchronization by randomly exchanging sparse sets of pa….
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How to build an agent that knows you better than anyone.
Giving an AI agent access to my iPhone. Your phone knows you better than anyone. What if your AI agent could go through your phone to truly understand you?. The EXO Agent uses iPhone mirroring to look through your apps including YouTube/Netflix watch history, X likes and photos.
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RT @exolabs: Giving an AI agent access to my iPhone. Your phone knows you better than anyone. What if your AI agent could go through your….
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RT @exolabs: What if we could connect all the dark compute across the globe to build the world's biggest AI data center?. Most of the compu….
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What could you do you with a 1,000 Mac cakes?
What if we could train an open-source AI model on 1,000 Macs?. EXO is excited to announce EXO Gym, an open research competition for low-bandwidth distributed training algorithms with access to up to 1,000 Macs. Today, every frontier AI model is trained on clusters of NVIDIA
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RT @exolabs: What if we could train an open-source AI model on 1,000 Macs?. EXO is excited to announce EXO Gym, an open research competitio….
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Local LLMs are private but lack real time data like weather, stock prices or the latest posts on X. Using homomorphic encryption we can augment local LLMs with web search while maintaining end-to-end privacy.
Introducing EXO Private Search. Privacy-preserving web search for local LLMs. Augments local LLMs with realtime search using Linearly Homomorphic Encryption:.- Live data from X, crypto, Wikipedia (more coming).- 100,000x less data transfer than client sync.- <2s round-trip time
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RT @exolabs: Introducing EXO Private Search. Privacy-preserving web search for local LLMs. Augments local LLMs with realtime search using….
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Also, What could you do with a 55 Nokias? .
Controlling my AI assistant from the indestructible Nokia 3310. Sends SMS directly to AI home cluster with access to all my files, emails, calendar and other apps. Try it yourself, link below.
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RT @exolabs: Controlling my AI assistant from the indestructible Nokia 3310. Sends SMS directly to AI home cluster with access to all my fi….
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We have Nokia Intelligence before GTA VI
Controlling my AI assistant from the indestructible Nokia 3310. Sends SMS directly to AI home cluster with access to all my files, emails, calendar and other apps. Try it yourself, link below.
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If you want to learn more about Diloco, check the paper by @Ar_Douillard: And the amazing work of @PrimeIntellect with OpenDiloco and large training runs: .
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What could you do with 55 Mac Mini's?
Distributed training on M4 Mac Mini cluster. We implemented @GoogleDeepMind DiLoCo on Apple Silicon to train large models with 100-1000x less bandwidth compared to DDP baseline. AI is entering a new era where a distributed network of consumer devices can train large models.
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