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low-high-reference

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Support held-out metadata val eval samples
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Add eval sample builder for valN
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Update sharded metric commands for resume script
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Restore traditional metrics script with resume flush
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Add 70x4 sharded metric commands
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Batch GPU metric inference across rows
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Add grouped smoke manifest sampler
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Add worker prefetch support to traditional metrics
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Add multi-candidate filtering for aesthetic RM pipeline
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Add aesthetic reward model data pipeline
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Resolve eval sources from dataset manifests
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Support source maps for renamed source videos
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Validate source paths in six-method manifest builder
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Keep edited-only metrics when source videos are missing
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Document manual metric weight downloads
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Document NIQE cache setup
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Set metric cache dirs by default
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Make optional metric scorer init nonfatal
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Add unified pretrained metric scorers
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Add isolated metric conda environments
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Document qalign dependency fixes
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Update pretrained metric download commands
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Document benchmark setup commands
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Update edit benchmark evaluation docs
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