Author

Parth Shroff

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#machine learning Preprint Sep 2026

Block Parallelism For Efficient Distributed Long-Context Diffusion Language Model Training

To scale BP to long contexts, this work introduces context-sharded block parallelism (CSBP), which keeps corrupted K/V and gradients local, avoids replicated clean prefixes, and preserves BDLM training semantics.

Tarun Suresh, Pranshu Chaturvedi, Hangoo Kang et al. · 0 citations