Sequence Parallel & Ring Attention: Training with Ultra-Long Contexts
Modern LLMs demand ever-longer context windows — 128K, 256K, even 1M tokens. A single GPU cannot hold such long sequences in memory. Twinkle’s Sequence Parallel module solves this …
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