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https://github.com/willmiao/ComfyUI-Lora-Manager.git
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feat(modelscope): read the model-detail API for card extras
ModelScope's model card is not just README.md: the author's summary (Description), the site-curated tags (OfficialTags), the internal architecture enums (VisionFoundation/SubVisionFoundation) and — per published version — the model filenames with that file's example images (coverImages) and trigger words all live in the model-detail API. AIGC repositories there frequently ship an auto-generated boilerplate README and put the only useful text in Description, so reading just the README yielded almost nothing. Add `ModelSource.fetch_model_card_context()` returning a new `ModelCardContext`, implemented by ModelScopeSource against the public (no API key) detail endpoint. Example images are matched to the model's basename through each version's `stats.fileList`, so every checkpoint in a collection repository gets its own images rather than a sibling's. Consume the context in the post-processor: * example images seed `civitai.images` and, being per-file, take priority in the preview fallback chain * the author summary becomes a paragraph in `modelDescription` and fills `civitai.description` when the LLM returns no short description * site-curated tags are always merged in, which also fixes the official `character-enhancement` being dropped by the prompt's no-hyphen rule * per-file trigger words are used before the repo-wide YAML `instance_prompt` * an explicitly stated strength range is recovered by regex so `usage_tips` is populated even without an LLM The prompt gains a Site-Provided Metadata section so the LLM can prefer the site's first-hand data over its own guesses.
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@@ -11,6 +11,7 @@ from __future__ import annotations
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from .base import (
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GROUP_PREFIXES,
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HTTP_TIMEOUT,
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ModelCardContext,
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ModelSource,
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ModelSourceError,
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SourceRef,
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@@ -45,6 +46,7 @@ __all__ = [
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"GROUP_PREFIXES",
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"HTTP_TIMEOUT",
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"LEGACY_HF_URL_FIELD",
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"ModelCardContext",
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"ModelSource",
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"ModelSourceError",
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"HuggingFaceSource",
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