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Z-Image Step 1500 EMA

Complete native BF16 Diffusers pipeline, with EMA LoRA merged.

Source experiment: zimage_base_diffusionnft_dvreward_version_base_v0_1_seasonal_39family_codex_100pct_16prompts_group14_7train_1dvreward_tp1_2node_512px_20step_cfg4_cw

Source checkpoint: /home/hcai/workspace/code/junyiwu/FAR-RL-agentic-online-prompt-curriculum-clean/experiments/zimage_base_diffusionnft_dvreward_version_base_v0_1_seasonal_39family_codex_100pct_16prompts_group14_7train_1dvreward_tp1_2node_512px_20step_cfg4_cw/runs/zimage-vb-v01-codex-formal1505-policyfix-20261007/code/experiments/zimage_base_diffusionnft_dvreward_version_base_v0_1_seasonal_39family_codex_100pct_16prompts_group14_7train_1dvreward_tp1_2node_512px_20step_cfg4_cw/models/step_1500.pt

Fixed shift 6, dynamic shifting disabled. See export_manifest.json and verification.json for provenance and validation.

Run python demo.py --prompt "A red cube beside a blue sphere".

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BF16
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