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OkeyMeta

@OkeyMeta

OkeyMeta Elevatinng Intelligence. Redefining Impact.

 Africa
ve76xd9.s.gy/okeymeta
Joined December 2023
  • Tweets209
  • Following21
  • Followers193
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We are not just building any AI, we are building culturally grounded AI #okeymeta #AfricanLLM #NigeriaLLM
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Imagine what Nigeria could become if we invested as much energy in building technology as we do in discussing it. The talent is not our problem
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Everybody wants to win until they meet the price of winning. Losing doesn't exactly come with a refund either. Life is indeed an expensive subscription. Anyways Good morning from @okeymeta
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November just logged in like “don’t worry, I brought extra stress and zero chill.” It’s a lot. Bills are a lot. Work is a lot. Even the weather is out here doing the most. But sha… Happy New Month May this month treat us better than October treated our sleep schedule.
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Building serious AI from Africa isn’t a sprint with a finish line. It’s a long grind of small, unglamorous improvements that eventually compound into something people actually rely on. We’re still in the early chapters — and that’s fine. The real work is just beginning.
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We’ve been moving a lot lately. New models. Better latency. Cleaner APIs. Quiet infrastructure work that nobody sees until it breaks (or doesn’t). Some days it feels like we’ve done a lot. Other days it feels like we haven’t even started. Both are true.
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Storage is a design constraint, not an afterthought. If our app takes more space than the photos someone actually cares about, We lost the argument before we opened.
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You know what, I think our real competitive edge isn't the tech. It's the fact that the founding team is collectively three therapy session away from total collapse.
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Our first decision model, Tern-Decide, was built without one gradient step or GPU: 22M parameters, 92% on BANKING77, 2 ms per answer on one CPU thread. 0.2, multimodal and commercial, is training now. Proud of what we're building at OkeyMeta, from Nigeria. 🇳🇬 weights are available on @huggingface: huggingface.co/OkeyMetaLtd/T…
OkeyMetaLtd/Tern-Decide-0.1 · Hugging Face

OkeyMetaLtd/Tern-Decide-0.1 · Hugging Face

Text Classification model, built with numpy. Download, explore files and run it on Hugging Face.

huggingface.co
OkeyMeta (@OkeyMeta) profile pictureOkeyMeta@OkeyMetaOct 16
1/ Today we're sharing OkeyMeta's first breakthrough: Tern-Decide, a 22M-parameter decision model family trained from scratch with zero backpropagation, zero gradient descent and zero GPUs. Every weight was solved directly on a 2-core CPU. 🧵
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Our first decision model, Tern-Decide, was built without one gradient step or GPU: 22M parameters, 92% on BANKING77, 2 ms per answer on one CPU thread. 0.2, multimodal and commercial, is training now. Proud of what we're building at OkeyMeta, from Nigeria. 🇳🇬 weights are available on @huggingface: huggingface.co/OkeyMetaLtd/T…
OkeyMetaLtd/Tern-Decide-0.1 · Hugging Face

OkeyMetaLtd/Tern-Decide-0.1 · Hugging Face

Text Classification model, built with numpy. Download, explore files and run it on Hugging Face.

huggingface.co
OkeyMeta (@OkeyMeta) profile pictureOkeyMeta@OkeyMetaOct 16
1/ Today we're sharing OkeyMeta's first breakthrough: Tern-Decide, a 22M-parameter decision model family trained from scratch with zero backpropagation, zero gradient descent and zero GPUs. Every weight was solved directly on a 2-core CPU. 🧵
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1/ Today we're sharing OkeyMeta's first breakthrough: Tern-Decide, a 22M-parameter decision model family trained from scratch with zero backpropagation, zero gradient descent and zero GPUs. Every weight was solved directly on a 2-core CPU. 🧵
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7/ What's next: Tern-Decide-0.2 is training now. Multimodal (text + images), built only on commercially licensed data, Apache-2.0, and packaged to run anywhere there's a CPU.
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8/ Try 0.1 today: open weights, inference code and a full technical report. huggingface.co/OkeyMetaLtd/T…
OkeyMetaLtd/Tern-Decide-0.1 · Hugging Face

OkeyMetaLtd/Tern-Decide-0.1 · Hugging Face

Text Classification model, built with numpy. Download, explore files and run it on Hugging Face.

huggingface.co
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It's a brand new day for @okeymeta to be okay! Your dreams didn't just wake up early just for you to spend the whole day scrolling and saying, "we move again." The future won't build itself, and our ideas won't execute itself. so okeymeta gang, are we building or vibing?
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People think "AI company" and think chatbot. But what happens when a company builds the model, the agents, the developer tools, and the infrastructure behind them? That's a much bigger conversation. And that's the direction @okeymeta is exploring.
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There's a reasoning we're not saying much right now.😬 Okeymeta has a bigger picture in mind. And when the pieces finally come together... you'll understand.
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