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antonawinkler/
slm-pricer-slm-pricer-e2e-20260202-MLP-1layer-4epochs-regressor-20260203

Name: slm-pricer-slm-pricer-e2e-20260202-MLP-1layer-4epochs-regressor-20260203
Availability: InStock

regression

price-prediction

pytorch

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slm-pricer-slm-pricer-e2e-20260202-MLP-1layer-4epochs-regressor-20260203

Regression head trained for price prediction.

Metrics

val_mae: 39.66
train_frac_pct: 100

Configuration

dataset_name: ('ed-donner/items_prompts_full', 'sfmocha/items_prompts_full')
model_name: antonawinkler/slm-pricer-e2e-20260202-MLP-1layer-4epochs
y_transform: log
batch_size: 2048
learning_rate: 0.0001
weight_decay: 0.05
dropout: 0.2
epochs: 100
patience: 30
grad_clip: 10.0
input_dim: 3072

Usage

python

from slm_pricer.training import load_regression_head_from_hub

model, metadata = load_regression_head_from_hub("antonawinkler/slm-pricer-slm-pricer-e2e-20260202-MLP-1layer-4epochs-regressor-20260203")
print(f"Val MAE: ${metadata['metrics']['val_mae']:.2f}")