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Can an Inference-Only NPU Pretrain an LLM? We Trained 325M Parameters from Zero and Matched a B200
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Can an Inference-Only NPU Pretrain an LLM? We Trained 325M Parameters from Zero and Matched a B200

DEV Community: machinelearning·AI OpenFree·about 22 hours ago
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VKORE-325M was pretrained from random init on a Rebellions ATOM-Max NPU. On unseen text it scores 0.7993 vs 0.7994 for the same model on a B200 GPU.

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The Inference Hardware You Already Own Might Train Models Too: A 325M Pretraining Run on an NPU
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The Inference Hardware You Already Own Might Train Models Too: A 325M Pretraining Run on an NPU

DEV Community: machinelearning·GINIGEN AI·about 22 hours ago
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Edge AI view of VKORE-325M: pretrained from zero on a Rebellions ATOM-Max inference NPU, matching a B200 GPU twin on unseen text (0.7993 vs 0.7994).

15s