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[Bug]: resume_from_checkpoint silently skips the root-level (trained) adapter when the checkpoint contains adapter subdirectories — DPO loss stuck at ln(2) ≈ 0.6931, no error or warning

Public issue #50204 in huggingface/transformers. The source issue contains the full report and discussion.

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Source record

Research analysis

Reported problem

The record contains the title “[Bug]: resume_from_checkpoint silently skips the root-level (trained) adapter when the checkpoint contains adapter subdirectories — DPO loss stuck at ln(2) ≈ 0.6931, no error or warning” but no substantive source summary.

Frequency & alternatives

This is one problem record. Independent user counts, task frequency and existing spending have not been established.

Demand hypothesis

Treat the reported task or obstacle as an interview lead. A feature request, complaint or search for alternatives does not by itself identify a budget owner or willingness to pay.

Commercial evidence gaps

Missing evidence: distinct affected users, repeated occasions, current workaround, measured time or money cost, purchasing authority and a response to a concrete offer.

Validation decision

Group original reports by the same task and deduplicate authors and reposts. Ask how the task is handled today and what it costs; test a defined offer before claiming paid demand.