18 lines
818 B
JSON
18 lines
818 B
JSON
{
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"doc": {
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"optimizer": "adamw, adamw8bit, lion",
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"optimizer_desc": "'adamw' in standard 32bit, 'adamw8bit' is bitsandbytes, 'lion' is lucidrains",
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"lr": "learning rate, if null wil use CLI or main JSON config value",
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"betas": "exponential decay rates for the moment estimates",
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"epsilon": "value added to denominator for numerical stability, unused for lion",
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"weight_decay": "weight decay (L2 penalty)",
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"text_encoder_lr_scale": "scale the text encoder LR relative to the Unet LR. for example, if `lr` is 2e-6 and `text_encoder_lr_scale` is 0.5, the text encoder's LR will be set to `1e-6`."
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},
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"optimizer": "adamw8bit",
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"lr": 1e-6,
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"betas": [0.9, 0.999],
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"epsilon": 1e-8,
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"weight_decay": 0.010,
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"text_encoder_lr_scale": 0.50
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}
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