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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
File size: 1,068 Bytes
70b8adf | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 | {
"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"
]
}
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