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Distributed file-staging treated every model path field (ModelFile, etc.) as a single regular file: it os.Open'd the path and streamed its fd as the HTTP PUT body. For directory-based models — e.g. qwen3-tts-cpp, whose weights and tokenizer ggufs live under one directory referenced by parameters.model — opening the directory succeeds but reading its fd returns EISDIR, so routing the model to a remote NATS worker failed with "read /models/<model>: is a directory". Single-file models were unaffected, so only multi-file pipelines (e.g. the realtime TTS stage) broke. stageModelFiles now detects a directory path field and stages each contained file individually (via the new stageDirectory helper), preserving structure with the existing StagingKeyMapper and rewriting the field to the remote directory (deriving ModelPath as before). countStageableFiles makes the progress total count a directory's files so the staging tracker stays accurate. Assisted-by: Claude:claude-opus-4-8 go vet Signed-off-by: Ettore Di Giacinto <mudler@localai.io> Co-authored-by: Ettore Di Giacinto <mudler@localai.io>