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Source channel @githubtrending · Post #15314 · Dec 6

#python#brain_inspired_ai#deep_learning#large_language_models#reasoning The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems. https://github.com/sapientinc/HRM

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3723 · 11/26/2024, 01:44 PM

Ring of Fire made by Israel in #Beirut a few minutes ago. This could be you and you'd STILL be silent.

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3713 · 11/24/2024, 11:23 AM

Hezbollah missiles falling on Tel Aviv at 1:00 pm in retaliation to the massacres committed against Lebanese civilians in the heart of the Lebanese capital #Beirut.

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3698 · 11/23/2024, 02:35 AM

Footage from the massacre committed by the Zionist enemy on a building on Fathalla Street in the heart of the capital #Beirut Packed..i mean PACKED with residents and displaced people.

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3696 · 11/23/2024, 02:10 AM

A massacre...Israel just commit a massacre in the heart of the capital #Beirut. Just NOW. Fathallah street, Basta, Beirut. 4:00 am.

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3695 · 11/22/2024, 10:38 PM

It’s past midnight in #Beirut, and our "shelter" homes in the capital trembled as if there were no tomorrow—courtesy of the terrorist entity, Israel. Location: Chiyah area, Beirut, Lebanon.

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3652 · 11/17/2024, 07:12 AM

Under the world’s complicit silence, Israel continues to flatten clearly residential areas in #Beirut’s southern suburbs. These aren’t military targets. They’re homes. Lives. Futures. This is no accident; it’s a calculated erasure, making sure families have nothing to return to, even if the war ends. This was at 8:00 am today.

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3635 · 11/13/2024, 09:59 AM

Zionist Israel again today targets civilians residential areas in Ghobeiry, southern suburbs of #Beirut Terrorism is the daily bread of Israel.

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3601 · 11/09/2024, 07:42 AM

Another night of terror unfolded in #Beirut as Lebanese civilians endured relentless attacks, targeted by vile Zionist tereorists wielding U.S.-made weapons.

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3442 · 10/11/2024, 05:09 AM

Qassem writes about saving this baby in last night's attack by Zionist Israel on the central #Beirut: "This child was lying right here, on the remaining piece of the ceiling. When I reached him, I couldn't believe he could still be alive. But when I saw his eyes looking up at me, and how he grabbed onto me, completely in shock, I didn't know what to feel. This child will grow up, and with him, so will the hatred for this savage entity."

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3354 · 09/27/2024, 08:32 PM

Terrorist Israel issued a warning to evacuate certain areas in #Beirut suburbs. Who will issue a warning for their illegal colonial settlers to RUN?

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3352 · 09/27/2024, 04:41 PM

The scene from the heart of the intense Zionist terrorist aggression on #Beirut's southern suburbs on Friday September 27, 2024.

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Marwa Osman/MidEaStream

@Marwa_OsmanLB · Post #3313 · 09/22/2024, 03:39 PM

The death toll from the Zionist aggression on the southern suburbs of #Beirut has risen to 51, following the recovery of another martyr's body. Ten people are still missing as search and rescue operations continue. Toll provided on 6:30 pm Beirut local time.

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