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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
}
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