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Instructions to use usedot/Dot-Reflex-14B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use usedot/Dot-Reflex-14B with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-14B-Base") model = PeftModel.from_pretrained(base_model, "usedot/Dot-Reflex-14B") - Notebooks
- Google Colab
- Kaggle
Download examples/trajectory_tool_loop.json from usedot/Dot-Reflex-14B: direct link, hf CLI and curl.
- Browser
- Download file 1.07 kB
-
https://huggingface.co/usedot/Dot-Reflex-14B/resolve/main/examples/trajectory_tool_loop.json
- Command line
-
hf download hf://usedot/Dot-Reflex-14B/examples/trajectory_tool_loop.json
-
curl -L -o trajectory_tool_loop.json https://huggingface.co/usedot/Dot-Reflex-14B/resolve/main/examples/trajectory_tool_loop.json
1.07 kB
| { | |
| "task_summary": "Diagnose the failing API integration test", | |
| "execution_history": [ | |
| { | |
| "step": 1, | |
| "actor": "agent", | |
| "action": "Ran pytest tests/integration/test_api.py -q.", | |
| "result": "Failed because the test database hostname could not resolve." | |
| }, | |
| { | |
| "step": 2, | |
| "actor": "agent", | |
| "action": "Ran the identical pytest command without changing the environment.", | |
| "result": "Failed with the identical hostname resolution error." | |
| }, | |
| { | |
| "step": 3, | |
| "actor": "agent", | |
| "action": "Prepared to run the identical command a third time.", | |
| "result": "No new evidence or remediation was introduced." | |
| } | |
| ], | |
| "tool_results": [ | |
| { | |
| "tool": "pytest", | |
| "status": "failed", | |
| "summary": "Two identical failures: database hostname could not resolve." | |
| } | |
| ], | |
| "current_state": "The test cannot reach its dependency and the current retry strategy is ineffective.", | |
| "detected_failure_signals": [ | |
| "identical_retry_loop", | |
| "dependency_resolution_failure" | |
| ] | |
| } | |