Bug description
The tutorial is not running in the "initialize_active_learner" part related to "Setting up the Active Learner" session.
Steps to reproduce
Running the third notebook https://github.com/webis-de/small-text/blob/main/examples/notebooks/03-active-learning-with-setfit.ipynb
Expected behavior
Not getting this error.
Environment:
Python version: 3.12.4
small-text version: 1.4.0
small-text integrations (e.g., transformers): 4.42.3
PyTorch version (if applicable): /
OS : Windows 10 Enterprise
Installation (pip, conda, or from source): pip in a conda env
CUDA version (if applicable): /
Addition information
The error message :
`ValueError Traceback (most recent call last)
Cell In[26], line 27
22 active_learner.initialize_data(x_indices_initial, y_initial)
24 return x_indices_initial
---> 27 initial_indices = initialize_active_learner(active_learner, train.y)
28 labeled_indices = initial_indices
Cell In[26], line 22
19 #x_indices_initial = x_indices_initial.astype(int)
20 y_initial = y_train_int[x_indices_initial]
---> 22 active_learner.initialize_data(x_indices_initial, y_initial)
24 return x_indices_initial
File c:\Users\XXX\AppData\Local\anaconda3\envs\APIClassifier\Lib\site-packages\small_text\active_learner.py:154, in PoolBasedActiveLearner.initialize_data(self, indices_initial, y_initial, indices_ignored, indices_validation, retrain)
151 self.indices_ignored = np.empty(shape=(0), dtype=int)
153 if retrain:
--> 154 self._retrain(indices_validation=indices_validation)
File c:\Users\XXX\AppData\Local\anaconda3\envs\APIClassifier\Lib\site-packages\small_text\active_learner.py:393, in PoolBasedActiveLearner._retrain(self, indices_validation)
390 dataset.y = self.y
392 if indices_validation is None:
--> 393 self._clf.fit(dataset, **self.fit_kwargs)
394 else:
395 indices = np.arange(self.indices_labeled.shape[0])
...
File numpy\random\mtrand.pyx:780, in numpy.random.mtrand.RandomState.randint()
File numpy\random\_bounded_integers.pyx:1423, in numpy.random._bounded_integers._rand_int32()
ValueError: high is out of bounds for int32`
Bug description
The tutorial is not running in the "initialize_active_learner" part related to "Setting up the Active Learner" session.
Steps to reproduce
Running the third notebook https://github.com/webis-de/small-text/blob/main/examples/notebooks/03-active-learning-with-setfit.ipynb
Expected behavior
Not getting this error.
Environment:
Python version: 3.12.4
small-text version: 1.4.0
small-text integrations (e.g., transformers): 4.42.3
PyTorch version (if applicable): /
OS : Windows 10 Enterprise
Installation (pip, conda, or from source): pip in a conda env
CUDA version (if applicable): /
Addition information
The error message :
`ValueError Traceback (most recent call last)
Cell In[26], line 27
22 active_learner.initialize_data(x_indices_initial, y_initial)
24 return x_indices_initial
---> 27 initial_indices = initialize_active_learner(active_learner, train.y)
28 labeled_indices = initial_indices
Cell In[26], line 22
19 #x_indices_initial = x_indices_initial.astype(int)
20 y_initial = y_train_int[x_indices_initial]
---> 22 active_learner.initialize_data(x_indices_initial, y_initial)
24 return x_indices_initial
File c:\Users\XXX\AppData\Local\anaconda3\envs\APIClassifier\Lib\site-packages\small_text\active_learner.py:154, in PoolBasedActiveLearner.initialize_data(self, indices_initial, y_initial, indices_ignored, indices_validation, retrain)
151 self.indices_ignored = np.empty(shape=(0), dtype=int)
153 if retrain:
--> 154 self._retrain(indices_validation=indices_validation)
File c:\Users\XXX\AppData\Local\anaconda3\envs\APIClassifier\Lib\site-packages\small_text\active_learner.py:393, in PoolBasedActiveLearner._retrain(self, indices_validation)
390 dataset.y = self.y
392 if indices_validation is None:
--> 393 self._clf.fit(dataset, **self.fit_kwargs)
394 else:
395 indices = np.arange(self.indices_labeled.shape[0])
...
File numpy\random\mtrand.pyx:780, in numpy.random.mtrand.RandomState.randint()
File numpy\random\_bounded_integers.pyx:1423, in numpy.random._bounded_integers._rand_int32()
ValueError: high is out of bounds for int32`