Updated model

app.py

@@ -194,7 +194,7 @@ text_mc_model = AutoModelForSequenceClassification.from_pretrained(text_mc_model
 
 quillbot_labels = ["Original", "QuillBot"]
 quillbot_tokenizer = AutoTokenizer.from_pretrained("FacebookAI/roberta-base")
-quillbot_model = AutoModelForSequenceClassification.from_pretrained("polygraf-ai/quillbot-detector-roberta-base-28K").to(device)
+quillbot_model = AutoModelForSequenceClassification.from_pretrained("polygraf-ai/quillbot-detector-28k").to(device)
 
 def remove_accents(input_str):
     text_no_accents = unidecode(input_str)

nohup.out

@@ -1,46 +1,25 @@
-2024-02-14 10:58:16.373983: I external/local_tsl/tsl/cuda/cudart_stub.cc:31] Could not find cuda drivers on your machine, GPU will not be used.
-2024-02-14 10:58:16.421008: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
-2024-02-14 10:58:16.421072: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
-2024-02-14 10:58:16.422677: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
-2024-02-14 10:58:16.430188: I external/local_tsl/tsl/cuda/cudart_stub.cc:31] Could not find cuda drivers on your machine, GPU will not be used.
-2024-02-14 10:58:16.430445: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
+2024-02-27 18:59:27.464755: I external/local_tsl/tsl/cuda/cudart_stub.cc:31] Could not find cuda drivers on your machine, GPU will not be used.
+2024-02-27 18:59:27.511609: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
+2024-02-27 18:59:27.511670: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
+2024-02-27 18:59:27.513106: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
+2024-02-27 18:59:27.520759: I external/local_tsl/tsl/cuda/cudart_stub.cc:31] Could not find cuda drivers on your machine, GPU will not be used.
+2024-02-27 18:59:27.521010: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
 To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
 [nltk_data] Downloading package punkt to /root/nltk_data...
 [nltk_data]   Package punkt is already up-to-date!
-[nltk_data] Downloading package stopwords to /root/nltk_data...
-[nltk_data]   Package stopwords is already up-to-date!
 [nltk_data] Downloading package punkt to /root/nltk_data...
 [nltk_data]   Package punkt is already up-to-date!
-Collecting en-core-web-sm==3.7.1
-  Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.7.1/en_core_web_sm-3.7.1-py3-none-any.whl (12.8 MB)
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-Requirement already satisfied: pydantic-core==2.16.2 in /usr/local/lib/python3.9/dist-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->spacy<3.8.0,>=3.7.2->en-core-web-sm==3.7.1) (2.16.2)
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-✔ Download and installation successful
-You can now load the package via spacy.load('en_core_web_sm')
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+Traceback (most recent call last):
+  File "/home/aliasgarov/copyright_checker/app.py", line 197, in <module>
+    quillbot_model = AutoModelForSequenceClassification.from_pretrained("polygraf-ai/quillbot-detector-roberta-base-28K").to(device)
+  File "/usr/local/lib/python3.9/dist-packages/transformers/models/auto/auto_factory.py", line 463, in from_pretrained
+    return model_class.from_pretrained(
+  File "/usr/local/lib/python3.9/dist-packages/transformers/modeling_utils.py", line 2182, in from_pretrained
+    raise EnvironmentError(
+OSError: polygraf-ai/quillbot-detector-roberta-base-28K does not appear to have a file named pytorch_model.bin, tf_model.h5, model.ckpt or flax_model.msgpack.