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Open-source Full-stack Technical Foundation for Large Models Supporting Multiple Frameworks on Heterogeneous Chips
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VM Intelligent Dialogue Processing Core
Large Language Model (LLM)
Natural Language Processing (NLP)
Transformer Architecture
Pre-training + Fine-tuning
Retrieval-Augmented Generation (RAG)
VM Text-to-Image Processing Core
Diffusion Model
Multimodal Technology (Multilingual + Image Alignment)
Transformer + U-Net Architecture
Text Encoding + Conditional Generation
VM Text-to-Video Processing Core
Text-to-Video Large Model (Video LDM / Video Diffusion)
Temporal Consistency Modeling
Multimodal Image-Text Semantic Alignment (CLIP-based Models)
Transformer + Spatiotemporal U-Net
Frame Interpolation / Super-Resolution
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