Spaces:
Sleeping
Sleeping
Commit
·
24cc0f4
1
Parent(s):
c178054
require
Browse files- scripts/train.py +3 -1
scripts/train.py
CHANGED
@@ -3,7 +3,8 @@ from datasets import load_dataset
|
|
3 |
|
4 |
# Load dataset (French dataset example: Allociné)
|
5 |
dataset = load_dataset("allocine")
|
6 |
-
|
|
|
7 |
# Load tokenizer
|
8 |
model_name = "distilbert-base-multilingual-cased"
|
9 |
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
@@ -38,6 +39,7 @@ trainer = Trainer(
|
|
38 |
eval_dataset=dataset["test"],
|
39 |
)
|
40 |
|
|
|
41 |
# Train model
|
42 |
trainer.train()
|
43 |
|
|
|
3 |
|
4 |
# Load dataset (French dataset example: Allociné)
|
5 |
dataset = load_dataset("allocine")
|
6 |
+
dataset["train"] = dataset["train"].select(range(10)) # Train on 500 samples
|
7 |
+
dataset["test"] = dataset["test"].select(range(5)) # Test on 200 samples
|
8 |
# Load tokenizer
|
9 |
model_name = "distilbert-base-multilingual-cased"
|
10 |
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
|
|
39 |
eval_dataset=dataset["test"],
|
40 |
)
|
41 |
|
42 |
+
|
43 |
# Train model
|
44 |
trainer.train()
|
45 |
|