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Gnider/ruroberta_lit_classif_shit
ruroberta_lit_classif_shit is a fill-mask model from Gnider. Use it when you need the model to fill a missing word. It is set up for transformers.
MAXLEN = 256 TRAINBATCHSIZE = 32 VALIDBATCHSIZE = 32 EPOCHS = 6 LEARNINGRATE = 1e-05
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From the Hugging Face model README
MAX_LEN = 256 TRAIN_BATCH_SIZE = 32 VALID_BATCH_SIZE = 32 EPOCHS = 6 LEARNING_RATE = 1e-05
Epoch 1/6, Training Loss: 2.3895558558977568, Training Accuracy: 0.25198364991584515, Validation Loss: 2.2213363370725085, Validation Accuracy: 0.2675266404935502 Epoch 2/6, Training Loss: 2.170463297000298, Training Accuracy: 0.30704496273142584, Validation Loss: 2.094081638114793, Validation Accuracy: 0.30061693774537296 Epoch 3/6, Training Loss: 2.085676504098452, Training Accuracy: 0.3193075258475595, Validation Loss: 2.1937254539557864, Validation Accuracy: 0.2675266404935502 Epoch 4/6, Training Loss: 2.0049061050781836, Training Accuracy: 0.3450348641500361, Validation Loss: 1.9938753971031733, Validation Accuracy: 0.34099831744251263 Epoch 5/6, Training Loss: 1.9397827350176298, Training Accuracy: 0.38494830488098103, Validation Loss: 1.9563701684985841, Validation Accuracy: 0.34604598990465507 Epoch 6/6, Training Loss: 1.8827617599413946, Training Accuracy: 0.40081750420774226, Validation Loss: 1.8399504039968764, Validation Accuracy: 0.40437464946719015