fix(lora-worker): default network_alpha to dim/2 to match proven Sindra runs
comfy-dev cross-check: Sindra v1/v2 used alpha=dim/2 (0.5 LoRA scaling), which produced the validated likeness; the initial alpha=dim (1.0) was a stronger, unvalidated default. Align the default to the proven value (operator/per-request can still override). Tests updated (14 green).
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@@ -76,7 +76,10 @@ SDXL_HPARAMS = {
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"lr_warmup_steps": "0",
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"train_batch_size_lean": "1", # 3090
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"train_batch_size_full": "2", # A6000
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"network_alpha_ratio": 1.0, # alpha = dim * ratio
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# alpha = dim * ratio. 0.5 (alpha=dim/2) matches the PROVEN Sindra v1/v2 runs (comfy-dev
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# cross-check 2026-07-06) — it's the scaling that produced the validated likeness. alpha=dim
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# (1.0) is a valid stronger default but wasn't what Sindra used; operator can override.
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"network_alpha_ratio": 0.5,
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"min_snr_gamma": "5",
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"noise_offset": "0.1",
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"save_precision": "bf16",
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