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nao-amj / my-social-bookmark

Repository for managing social bookmarks
MIT License
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StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation #5

Open nao-amj opened 8 months ago

nao-amj commented 8 months ago

StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation

nao-amj commented 8 months ago

  1. Stream Batch

    • Streamlined data processing through efficient batch operations.

  2. Residual Classifier-Free Guidance

    • Improved guidance mechanism that minimizes computational redundancy.

  3. Stochastic Similarity Filter

    • Improves GPU utilization efficiency through advanced filtering techniques.

  4. IO Queues

    • Efficiently manages input and output operations for smoother execution.

  5. Pre-Computation for KV-Caches

    • Optimizes caching strategies for accelerated processing.

  6. Model Acceleration Tools

    • Utilizes various tools for model optimization and performance boost.