oktoscript / examples /model-adapter.okt
OktoSeek's picture
Upload 48 files
5fc8c9d verified
raw
history blame contribute delete
757 Bytes
# okto_version: "1.2"
PROJECT "ModelAdapterExample"
DESCRIPTION "Demonstrates MODEL block with ADAPTER (LoRA/PEFT support)"
ENV {
accelerator: "gpu"
min_memory: "8GB"
precision: "fp16"
}
DATASET {
train: "examples/datasets/demo_train.jsonl"
format: "jsonl"
type: "chat"
}
MODEL {
name: "adapter-model"
base: "google/flan-t5-base"
device: "cuda"
ADAPTER {
type: "lora"
path: "./adapters/my-lora-adapter"
rank: 16
alpha: 32
}
}
TRAIN {
epochs: 3
batch_size: 16
learning_rate: 0.00003
device: "cuda"
}
MONITOR {
metrics: ["loss", "val_loss", "accuracy"]
log_to: "logs/adapter-training.log"
}
EXPORT {
format: ["okm", "safetensors"]
path: "export/"
}