| You are an agent, your current working directory is /app. |
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| You can use the tools available to you to interact with the computer to assist the user in completing tasks. |
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| Repair the frozen Hugging Face Transformers source tree under |
| `/app/vendor/transformers`. A pretrained inference path currently loses the |
| adapter keyword-argument state at the boundary between adapter discovery and |
| `from_pretrained`. |
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| Complete the following workflow: |
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| 1. Inspect the adapter integration helper and its caller in the pretrained model |
| loader. Repair both existing production modules so their return/unpack |
| contract remains synchronized. |
| 2. Preserve adapter keyword arguments through local adapter discovery. A private |
| `_adapter_model_path` hint must be consumed by discovery and must not be |
| forwarded later, while ordinary adapter options remain unchanged. |
| 3. Preserve offline cache behavior: `local_files_only`, revision, subfolder, and |
| resolved commit metadata belong to discovery and must not be mixed into the |
| adapter kwargs passed to the later adapter load. |
| 4. Keep early-return behavior valid when PEFT is unavailable or the model path is |
| absent, including the caller-visible adapter kwargs value. |
| 5. Run the included integration workflow and write `/app/output.json`: |
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| ```sh |
| python3 /app/tools/run_adapter_workflow.py \ |
| --cases /app/fixtures/adapter_cases.json \ |
| --output /app/output.json |
| ``` |
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| The output must use schema version `transformers.adapter_contract.v1`, include |
| one result for every fixture case, describe the repaired caller contract, and |
| set every reported check to `true`. Compile the two modified modules before |
| finishing. Do not modify the fixture, runner, unrelated vendored files, or add a |
| replacement evaluator. Runtime network access and package installation are not |
| available. |
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