fine-tuning-expert
Fail
Audited by Runlayer on Mar 7, 2026
Risk Level: HIGH
Scan Summary
Flagged Files (6)
fine-tuning-expert/references/deployment-optimization.mdHIGH
90.1%
Tool passed security scan
Risky tool definition detected
fine-tuning-expert/references/evaluation-metrics.mdMEDIUM
79.6%
Risky tool definition detected
fine-tuning-expert/references/lora-peft.mdMEDIUM
79.1%
Tool passed security scan
Risky tool definition detected
Description: 1: Use QLoRA bnb_config = BitsAndBytesConfig(load_in_4bit=True, ...) # Solution 2: Enable gradient checkpointing model.gradient_checkpointing_enable() # Solution 3: Reduce batch size, increase gradient accumulation training_args = TrainingArguments( per_device_train_batch_size=1, gradient_accumulation_steps=16 ) # Solution 4: Use 8-bit optimizer training_args = TrainingArguments(optim="paged_adamw_8bit") ``` ### Issue: Adapter Not Loading ```python # Ensure architecture matches from
fine-tuning-expert/references/hyperparameter-tuning.mdLOW
67.3%
Tool passed security scan
fine-tuning-expert/references/dataset-preparation.mdLOW
57.6%
Tool passed security scan
fine-tuning-expert/SKILL.mdLOW
53.3%
Tool passed security scan
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