How do you keep reinforcement learning for large reasoning models from stalling on a few very long, …
Tag:
Reinforcement
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TECH
Prefix-RFT: A Unified Machine Learning Framework to blend Supervised Fine-Tuning (SFT) and Reinforcement Fine-Tuning (RFT)
by Techaiappby Techaiapp 4 minutes readLarge language models are typically refined after pretraining using either supervised fine-tuning (SFT) or reinforcement fine-tuning (RFT), …
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VL-Cogito: Advancing Multimodal Reasoning with Progressive Curriculum Reinforcement Learning
by Techaiappby Techaiapp 5 minutes readMultimodal reasoning, where models integrate and interpret information from multiple sources such as text, images, and diagrams, …
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ZeroSearch from Alibaba Uses Reinforcement Learning and Simulated Documents to Teach LLMs Retrieval Without Real-Time Search
by Techaiappby Techaiapp 6 minutes readLarge language models are now central to various applications, from coding to academic tutoring and automated assistants. …
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Open-Reasoner-Zero: An Open-source Implementation of Large-Scale Reasoning-Oriented Reinforcement Learning Training
by Techaiappby Techaiapp 4 minutes readLarge-scale reinforcement learning (RL) training of language models on reasoning tasks has become a promising technique for …
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Shanghai AI Lab Releases OREAL-7B and OREAL-32B: Advancing Mathematical Reasoning with Outcome Reward-Based Reinforcement Learning
by Techaiappby Techaiapp 3 minutes readMathematical reasoning remains a difficult area for artificial intelligence (AI) due to the complexity of problem-solving and …
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Generative Reward Models (GenRM): A Hybrid Approach to Reinforcement Learning from Human and AI Feedback, Solving Task Generalization and Feedback Collection Challenges
by Techaiappby Techaiapp 5 minutes readReinforcement learning (RL) has been pivotal in advancing artificial intelligence by enabling models to learn from their …
