PROJECT "RecommenderAI"
DESCRIPTION "Product recommendation engine for e-commerce and content platforms"

DATASET {
  train: "dataset/user_behavior.csv"
  format: "csv"
  type: "regression"
}

MODEL {
  base: "oktoseek/recommender-base"
  architecture: "transformer"
  parameters: 80M
  context_window: 512
}

TRAIN {
  epochs: 10
  batch_size: 128
  learning_rate: 0.0005
  optimizer: "adamw"
  scheduler: "linear"
  device: "cuda"
  gradient_accumulation: 4
}

METRICS {
  f1
  accuracy
  cosine_similarity
  mae
}

EXPORT {
  format: ["okm", "onnx"]
  path: "export/"
}

DEPLOY {
  target: "api"
  endpoint: "http://localhost:9000/recommend"
  requires_auth: true
}