docs: add training recommendations for epochs, shots, and noise upscaling#72
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docs: add training recommendations for epochs, shots, and noise upscaling#72
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…ling - Advise ≥100 epochs for models 1, 4, 5 (uncorrelated matching) in both README and TRAINING env-var table - Document 67 M shots/epoch with 8 GPUs as the recommended sample count - Add concise algorithm summary to the noise upscaling section (p_max → rescale to 0.6 %) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
bmhowe23
approved these changes
Apr 21, 2026
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Summary
README.mdmodel-selection section and theTRAINING.mdenv-var table (PREDECODER_TRAIN_EPOCHS).PREDECODER_TRAIN_SAMPLES=67108864); fewer shots produce worse results. Added in the same two locations.README.md, explicitly stating the p_max → rescale-to-0.6% recipe so the mechanism is clear at a glance.Test plan
spdx-header-checkunaffected (no source files changed).🤖 Generated with Claude Code