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The Millisecond Revolution: Why GPU Snapshotting is Key to Instant LLM Inference

  • GPU snapshotting is a revolutionary technology that allows Large Language Models (LLMs) to 'wake up' in milliseconds, significantly reducing wait times for AI responses.
  • GPU snapshotting helps avoid the slow, repetitive setup process when loading LLMs onto GPUs, leading to faster data processing and reduced operational costs.
  • InferX is at the forefront of GPU snapshotting technology with its proprietary and patented approach, achieving impressive 177ms cold start latency for LLMs on H100s.
  • The impact of GPU snapshotting extends beyond eliminating cold starts, improving overall LLM inference pipeline performance and cost-efficiency.

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