Livoa LogoLivoa
DATA PREPARATION
📄
Dataset
Preparation
Tokenization and
Preprocessing
MODEL CONFIGURATION AND TRAINING
⚙️
LoRA
Configuration
LoRA config (r=8,
Îą=16,
dropout~6.05)
Training on GPU
EVALUATION AND DEPLOYMENT
☑️
Validation and
Evaluation
Merge Adapters
and Export
Upload to
Hugging Face or
Deploy
MONITORING AND TOOLS
📊
TensorBoard
Logs
LLaMA Factory
Experiment UI
GPU Metrics
nvidia-smi

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