added model files

app.py

@@ -0,0 +1,40 @@
+import streamlit as st
+from transformers import AutoTokenizer,AutoModelForSeq2SeqLM
+
+@st.cache(persist=True)
+def load_model(input_complex_sentence,model):
+	
+	base_path = "flax-community/"
+	model_path = base_path + model
+	print(model_path)
+	tokenizer = AutoTokenizer.from_pretrained(model_path)
+	model     = AutoModelForSeq2SeqLM.from_pretrained(model_path)
+	
+	tokenized_sentence = tokenizer(input_complex_sentence,return_tensors="pt")
+	result = model.generate(tokenized_sentence['input_ids'],attention_mask = tokenized_sentence['attention_mask'],max_length=256,num_beams=5)
+	print(result)
+	generated_sentence = tokenizer.decode(result[0],skip_special_tokens=True)
+	
+	return generated_sentence
+
+def main():
+
+	st.title("Sentence Split in English using T5 variants")
+	st.write("Sentence Split is the task of dividing a long Sentence into multiple Sentences")
+	
+	model = st.sidebar.selectbox(
+				  "Please Choose the Model",
+				   ("t5-base-wikisplit","t5-v1_1-base-wikisplit", "byt5-base-wikisplit","t5-large-wikisplit"))
+	st.write("Model Selected : ", model)
+	
+	example = "Mary likes to play football in her freetime whenever she meets with her friends that are very nice people."
+	input_complex_sentence = st.text_area("Please type a long Sentence to split",example)
+
+	if st.button('Simplify'):
+ 
+		generated_sentence = load_model(input_complex_sentence, model)
+		st.write(generated_sentence)
+
+
+if __name__ == "__main__":
+	main()

requirements.txt

@@ -0,0 +1,103 @@
+altair==4.1.0
+argon2-cffi==20.1.0
+astor==0.8.1
+async-generator==1.10
+attrs==21.2.0
+backcall==0.2.0
+base58==2.1.0
+bleach==3.3.0
+blinker==1.4
+cachetools==4.2.2
+certifi==2021.5.30
+cffi==1.14.5
+chardet==4.0.0
+click==7.1.2
+datasets==1.9.0
+debugpy==1.3.0
+decorator==5.0.9
+defusedxml==0.7.1
+dill==0.3.4
+entrypoints==0.3
+filelock==3.0.12
+fsspec==2021.6.1
+gitdb==4.0.7
+GitPython==3.1.18
+huggingface-hub==0.0.12
+idna==2.10
+importlib-metadata==3.10.1
+ipykernel==6.0.1
+ipython==7.25.0
+ipython-genutils==0.2.0
+ipywidgets==7.6.3
+jedi==0.18.0
+Jinja2==3.0.1
+joblib==1.0.1
+jsonschema==3.2.0
+jupyter-client==6.1.12
+jupyter-core==4.7.1
+jupyterlab-pygments==0.1.2
+jupyterlab-widgets==1.0.0
+MarkupSafe==2.0.1
+matplotlib-inline==0.1.2
+mistune==0.8.4
+mkl-fft==1.3.0
+mkl-random==1.1.1
+mkl-service==2.3.0
+multiprocess==0.70.12.2
+nbclient==0.5.3
+nbconvert==6.1.0
+nbformat==5.1.3
+nest-asyncio==1.5.1
+notebook==6.4.0
+numpy==1.21.0
+olefile==0.46
+packaging==21.0
+pandas==1.3.0
+pandocfilters==1.4.3
+parso==0.8.2
+pexpect==4.8.0
+pickleshare==0.7.5
+Pillow @ file:///tmp/build/80754af9/pillow_1625655818400/work
+prometheus-client==0.11.0
+prompt-toolkit==3.0.19
+protobuf==3.17.3
+ptyprocess==0.7.0
+pyarrow==4.0.1
+pycparser==2.20
+pydeck==0.6.2
+Pygments==2.9.0
+pyparsing==2.4.7
+pyrsistent==0.18.0
+python-dateutil==2.8.1
+pytz==2021.1
+PyYAML==5.4.1
+pyzmq==22.1.0
+regex==2021.7.6
+requests==2.25.1
+sacremoses==0.0.45
+Send2Trash==1.7.1
+six @ file:///tmp/build/80754af9/six_1623709665295/work
+smmap==4.0.0
+streamlit==0.84.0
+terminado==0.10.1
+testpath==0.5.0
+tokenizers==0.10.3
+toml==0.10.2
+toolz==0.11.1
+torch==1.9.0
+torchaudio==0.9.0a0+33b2469
+torchvision==0.10.0
+tornado==6.1
+tqdm==4.61.2
+traitlets==5.0.5
+transformers==4.8.2
+typing-extensions @ file:///tmp/build/80754af9/typing_extensions_1624965014186/work
+tzlocal==2.1
+urllib3==1.26.6
+validators==0.18.2
+watchdog==2.1.3
+wcwidth==0.2.5
+webencodings==0.5.1
+widgetsnbextension==3.5.1
+xxhash==2.0.2
+zipp==3.5.0