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Record: PR549 + MiLe decay + 8-bit Muon + 1.04x LR + Cache+Backout — val_bpb 1.1176 #703

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Update README to document MiLe, Cache+Backout, and 8-bit Muon

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Record: PR549 + MiLe decay + 8-bit Muon + 1.04x LR + Cache+Backout — val_bpb 1.1176 #703

Update README to document MiLe, Cache+Backout, and 8-bit Muon
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