| PROJECT "PizzaBot" | |
| DESCRIPTION "AI specialized in pizza restaurant service" | |
| VERSION "1.0" | |
| TAGS ["food", "restaurant", "chatbot"] | |
| AUTHOR "OktoSeek" | |
| ENV { | |
| accelerator: "gpu" | |
| min_memory: "8GB" | |
| precision: "fp16" | |
| backend: "oktoseek" | |
| install_missing: true | |
| platform: "any" | |
| network: "online" | |
| } | |
| DATASET { | |
| train: "dataset/train.jsonl" | |
| validation: "dataset/val.jsonl" | |
| test: "dataset/test.jsonl" | |
| format: "jsonl" | |
| type: "chat" | |
| language: "en" | |
| } | |
| MODEL { | |
| base: "oktoseek/pizza-small" | |
| architecture: "transformer" | |
| parameters: 120M | |
| context_window: 2048 | |
| precision: "fp16" | |
| } | |
| TRAIN { | |
| epochs: 5 | |
| batch_size: 32 | |
| learning_rate: 0.0001 | |
| optimizer: "adamw" | |
| scheduler: "cosine" | |
| device: "auto" | |
| gradient_accumulation: 2 | |
| checkpoint_steps: 100 | |
| early_stopping: true | |
| } | |
| METRICS { | |
| accuracy | |
| perplexity | |
| f1 | |
| rouge | |
| cosine_similarity | |
| } | |
| VALIDATE { | |
| on_train: true | |
| on_validation: true | |
| frequency: 1 | |
| } | |
| INFERENCE { | |
| max_tokens: 200 | |
| temperature: 0.7 | |
| top_p: 0.9 | |
| top_k: 40 | |
| } | |
| EXPORT { | |
| format: ["gguf", "onnx", "okm", "safetensors"] | |
| path: "export/" | |
| quantization: "int8" | |
| } | |
| DEPLOY { | |
| target: "api" | |
| endpoint: "http://localhost:9000/pizzabot" | |
| requires_auth: true | |
| } | |
| SECURITY { | |
| encrypt_model: true | |
| watermark: true | |
| } | |
| LOGGING { | |
| save_logs: true | |
| metrics_file: "runs/pizzabot-v1/metrics.json" | |
| training_file: "runs/pizzabot-v1/training_logs.json" | |
| } | |