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Inject, Align, Recover: Staged Post-Training for Retrieval-Free Document Knowledge Internalization
Paper • 2608.20281 • Published • 10 -
MechVQA: Benchmarking and Enhancing Multimodal LLMs on Comprehensive Mechanical Drawing Understanding
Paper • 2605.30794 • Published • 5 -
ChartWalker: Benchmarking the Cross-Chart RAG Task
Paper • 2606.23997 • Published • 3 -
RAFT: Data Refinement and Adaptive Distillation for Domain Fine-Tuning with Alleviated Forgetting
Paper • 2606.00147 • Published • 2
🔄 In a Training Loop
XiaofengShi
XiaofengAlg
AI & ML interests
AIGC, VLM, NLP, Agent
Recent Activity
upvoted a paper 1 day ago
Aqulia-Med LLM: Pioneering Full-Process Open-Source Medical Language
Models updated a collection 1 day ago
PapersOrganizations
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XiaofengAlg/MechVL-4B-SFT
Visual Question Answering • 570k • Updated • 117 -
XiaofengAlg/MechVL-4B-RL
Visual Question Answering • 5B • Updated • 553 • 2 -
MechVQA: Benchmarking and Enhancing Multimodal LLMs on Comprehensive Mechanical Drawing Understanding
Paper • 2605.30794 • Published • 5 -
XiaofengAlg/MechVQA
Viewer • Updated • 13.5k • 786
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Inject, Align, Recover: Staged Post-Training for Retrieval-Free Document Knowledge Internalization
Paper • 2608.20281 • Published • 10 -
MechVQA: Benchmarking and Enhancing Multimodal LLMs on Comprehensive Mechanical Drawing Understanding
Paper • 2605.30794 • Published • 5 -
ChartWalker: Benchmarking the Cross-Chart RAG Task
Paper • 2606.23997 • Published • 3 -
RAFT: Data Refinement and Adaptive Distillation for Domain Fine-Tuning with Alleviated Forgetting
Paper • 2606.00147 • Published • 2
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XiaofengAlg/MechVL-4B-SFT
Visual Question Answering • 570k • Updated • 117 -
XiaofengAlg/MechVL-4B-RL
Visual Question Answering • 5B • Updated • 553 • 2 -
MechVQA: Benchmarking and Enhancing Multimodal LLMs on Comprehensive Mechanical Drawing Understanding
Paper • 2605.30794 • Published • 5 -
XiaofengAlg/MechVQA
Viewer • Updated • 13.5k • 786
models 14
XiaofengAlg/MechVL-4B-RL
Visual Question Answering • 5B • Updated • 553 • 2
XiaofengAlg/Tranport-llama3_1_8B_instruct
8B • Updated • 18
XiaofengAlg/IndusryVL-2B-Instruct
Image-Text-to-Text • 2B • Updated • 19 • 1
XiaofengAlg/MechVL-4B-SFT
Visual Question Answering • 570k • Updated • 117
XiaofengAlg/Law_Justice-llama3_1_8B_instruct
8B • Updated • 34 • 1
XiaofengAlg/Technology-llama3_1_8B_instruct
8B • Updated • 12 • 1
XiaofengAlg/Finance-llama3_1_8B_instruct
8B • Updated • 28 • 3
XiaofengAlg/Automobile-llama3_1_8B_instruct
8B • Updated • 19
XiaofengAlg/Hospitality-llama3_1_8B_instruct
8B • Updated • 48
XiaofengAlg/Artificial-llama3_1_8B_instruct
8B • Updated • 29