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InferGrid

Hardware
  • 1 Devlogs
  • 1 Total hours

Choose GPU models, batch size, and context length. KV-cache sizing and Roofline estimates compare memory bandwidth with compute capacity, producing per-device memory budgets and modeled token-routing bottlenecks.

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1h 20m 33s logged

Built the weight + KV-cache VRAM calculator across FP16/INT8/INT4/GGUF quantizations, prefill vs decode roofline analyzer, and GPU hardware comparison view.

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