RealFeedApp Multi-layer sequence distribution in Ulysses
The Marble library enables exact parallelism for packed multimodal masks, addressing inefficiencies in fixed-length padding and sequence distribution across VRAM.
- Field
- training language models
- What they did
- Developed a method for parallel processing of data packets to train multimodal models, avoiding the inefficiency of padding samples to a fixed length.
- Why it matters
- This allows efficiently distributing long token sequences across computational nodes, saving VRAM memory.
#multimodal#attention#parallelism#marble#llm
