SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
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2501.17161
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Published
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27
Yash Thube
thubZ9
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Multimodal learning, VLM's, CV, NLP, RL
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SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model
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DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via
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Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
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2501.11425
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84
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
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2403.18814
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47
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
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2501.09751
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Progressive Multimodal Reasoning via Active Retrieval
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2412.14835
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73
Qwen2.5 Technical Report
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344
RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
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2412.14922
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85
Token-Budget-Aware LLM Reasoning
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2412.18547
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