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Ulysses: Million-Token Contexts for Local LLMs - What's the Catch?

Via r/LocalLlama
Sunday, Mar 22, 2026 · 12:33PM
Summary

The news about Ulysses Sequence Parallelism enabling million-token contexts is fascinating for local LLMs. While the potential for deeper context understanding is huge, I'm curious about the practical implications for inference speed and memory requirements on consumer hardware. Will this unlock

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