replace fixed seed with true-random entropy from RTL-SDR via sdr-random#333
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kordless wants to merge 6 commits intokarpathy:masterfrom
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replace fixed seed with true-random entropy from RTL-SDR via sdr-random#333kordless wants to merge 6 commits intokarpathy:masterfrom
kordless wants to merge 6 commits intokarpathy:masterfrom
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…periments, updated README
… on learning rate Applies Weber's force law bracket W = 1 - v²/(2c²) + v·a/c² to both AdamW and Muon parameter updates. Parameter 'velocity' (momentum) and 'acceleration' (momentum change) modify the effective learning rate per element/matrix, analogous to how Weber's bracket modifies effective inertial mass for spinning bodies. New hyperparameter WEBER_C_SQ controls the correction scale.
- ferricula integration: remember/recall tools give agent persistent thermodynamic memory across context resets and runs - Dockerfile: CUDA runtime image + uv + PyTorch - docker-compose: train, agent, ferricula, prepare services - agent gets --memory flag for ferricula URL
- Flash Attention 3 auto-detects and falls back to PyTorch SDPA on non-Hopper GPUs - TORCHDYNAMO_DISABLE=1 on Windows (no Triton) - torch.compile wrapped in try/except for eager mode fallback - ROPE_BASE moved to runtime default (was failing at class definition) - README: platform notes for H100, consumer GPUs, Windows
svlandeg
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Mar 18, 2026
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