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🧠 One RL to See Them All

MiniMax-AI представили Orsta-7B и Orsta-32B — мощные мультимодальные модели, обученные по новой методике V-Triune:

🔧 V-Triune объединяет:
• форматирование данных на уровне задач,
• расчет награды через кастомные верификаторы,
• мониторинг метрик по источникам.

💥 Результаты?
📈 Orsta-32B даёт **+14.1% прирост** на MEGA-Bench Core по сравнению с QwenVL-2.5!
От OCR и распознавания объектов до визуального рассуждения и математических задач — одна RL-схема покрывает всё.

📦 Модели уже доступны:
- huggingface.co/collections/One-RL-to-See-Them-All/one-rl-to-see-them-all-6833d27abce23898b2f9815a
- github.com/MiniMax-AI/One-RL-to-See-Them-All

Открытая, мощная, готовая к запуску.

#AI #Orsta #MiniMax #VisionLanguage #RLHF #VLM #Multimodal #OpenSource #HuggingFace



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🧠 One RL to See Them All

MiniMax-AI представили Orsta-7B и Orsta-32B — мощные мультимодальные модели, обученные по новой методике V-Triune:

🔧 V-Triune объединяет:
• форматирование данных на уровне задач,
• расчет награды через кастомные верификаторы,
• мониторинг метрик по источникам.

💥 Результаты?
📈 Orsta-32B даёт **+14.1% прирост** на MEGA-Bench Core по сравнению с QwenVL-2.5!
От OCR и распознавания объектов до визуального рассуждения и математических задач — одна RL-схема покрывает всё.

📦 Модели уже доступны:
- huggingface.co/collections/One-RL-to-See-Them-All/one-rl-to-see-them-all-6833d27abce23898b2f9815a
- github.com/MiniMax-AI/One-RL-to-See-Them-All

Открытая, мощная, готовая к запуску.

#AI #Orsta #MiniMax #VisionLanguage #RLHF #VLM #Multimodal #OpenSource #HuggingFace

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