Support the LingBot-Video MoE refiner (two-stage high-resolution refinement) - #1546

Draft

NancyFyong wants to merge 38 commits into

modelscope:mainfrom

NancyFyong:draft/lingbot-video-moe-refiner

Commits on Jul 25, 2026

Add LingBot-Video (Dense-1.3B) support with attention-only LoRA SFT

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Commits on Jul 26, 2026

Add docs, prompt rewriting, LoRA validation, and low-VRAM example for LingBot-Video

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Commits on Jul 27, 2026

Add LingBot-Video MoE-30B-A3B support

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Address PR #1539 review: unify scheduler, restore VAE, split rewriter

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Fix low-VRAM fp32/bf16 dtype mismatch in LingBot-Video DiT

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Fold normalize_caption into lingbot_video pipeline module

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Add normalize_caption to lingbot_video and fix importers

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Trim verbose comments in LingBot-Video code

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Merge lingbot_sft into lingbot_moe: apply PR #1539 review fixes to the MoE branch

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Fix dtype mismatch feeding the fp32-pinned time_embedder

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Add t2v_example_4 structured caption

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Merge lingbot_sft into lingbot_moe (dtype fix + sample 4 prompt)
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Add TI2V (image-to-video) support to LingBot-Video pipeline

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Add text-to-image (t2i) support and example to LingBot-Video

NancyFyong
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Commits on Jul 28, 2026

Commits on Jul 30, 2026