ChronosPipeline (legacy T5) does not support amazon/chronos-2 or chronos-bolt-* (input_patch_size). Switch to BaseChronosPipeline which auto-detects variant and returns the appropriate sub-pipeline (ChronosBoltPipeline / Chronos2Pipeline / ChronosPipeline). Also handle the dtype kwarg deprecation: try newer `dtype=` first, fall back to `torch_dtype=` for older versions. Test mock_pipeline fixture updated to patch BaseChronosPipeline. 45/45 tests pass. Verified amazon/chronos-bolt-base loads on CUDA. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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