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added test q
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stajilov committed Apr 1, 2023
1 parent a43d44c commit 84ff12f
Showing 1 changed file with 6 additions and 16 deletions.
22 changes: 6 additions & 16 deletions swiss_bert_test.py
@@ -1,23 +1,13 @@
import tensorflow as tf
#

cifar = tf.keras.datasets.cifar100
(x_train, y_train), (x_test, y_test) = cifar.load_data()
model = tf.keras.applications.ResNet50(
include_top=True,
weights=None,
input_shape=(32, 32, 3),
classes=100,)

loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True)
model.compile(optimizer="adam", loss=loss_fn, metrics=["accuracy"])
model.fit(x_train, y_train, epochs=5, batch_size=64)
from transformers import pipeline


# from transformers import pipeline
fill_mask = pipeline(model="ZurichNLP/swissbert")

# fr_CH, #it_CH #rm_CH
fill_mask.model.set_default_language("de_CH")

# fill_mask = pipeline(model="ZurichNLP/swissbert")

# # fr_CH, #it_CH #rm_CH
# fill_mask.model.set_default_language("de_CH")
# fill_mask("Der schönste Kanton der Schweiz ist <mask>.")
fill_mask("<mask> für Gleichstellungspolitik in Bern")

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