The Hype Flow

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Cohere’s first vision model Aya Vision is here with broad, multilingual understanding and open weights — but there’s a catch

Cohere’s first vision model Aya Vision is here with broad, multilingual understanding and open weights — but there’s a catch

admin March 4, 2025

Aya Vision 8B and 32B demonstrate best-in-class performance relative to their parameter size, outperforming much larger models.Read...

How test-time scaling unlocks hidden reasoning abilities in small language models (and allows them to outperform LLMs)

How test-time scaling unlocks hidden reasoning abilities in small language models (and allows them to outperform LLMs)

admin February 21, 2025

A 1B small language model can beat a 405B large language model in reasoning tasks if provided...

Less supervision, better results: Study shows AI models generalize more effectively on their own

Less supervision, better results: Study shows AI models generalize more effectively on their own

admin February 12, 2025

Training LLMs and VLMs through reinforcement learning delivers better results than using hand-crafted examples.Read More