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Update app.py
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app.py
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@@ -1,3 +1,4 @@
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import torch
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from transformers import GPT2LMHeadModel, GPT2Tokenizer
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import gradio as gr
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@@ -24,6 +25,7 @@ model.to(device)
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os.system('python -m spacy download en_core_web_sm')
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nlp = spacy.load("en_core_web_sm")
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def historical_generation(prompt, max_new_tokens=600, top_k=50, temperature=0.7, top_p=0.95, repetition_penalty=1.0):
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# with torch.no_grad():
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prompt = f"### Text ###\n{prompt}"
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@@ -63,6 +65,7 @@ def historical_generation(prompt, max_new_tokens=600, top_k=50, temperature=0.7,
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return highlighted_text, generated_text
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def text_analysis(text):
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doc = nlp(text)
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html = displacy.render(doc, style="dep", page=True)
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import spaces
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import torch
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from transformers import GPT2LMHeadModel, GPT2Tokenizer
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import gradio as gr
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os.system('python -m spacy download en_core_web_sm')
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nlp = spacy.load("en_core_web_sm")
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@spaces.GPU
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def historical_generation(prompt, max_new_tokens=600, top_k=50, temperature=0.7, top_p=0.95, repetition_penalty=1.0):
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# with torch.no_grad():
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prompt = f"### Text ###\n{prompt}"
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return highlighted_text, generated_text
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@spaces.GPU
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def text_analysis(text):
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doc = nlp(text)
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html = displacy.render(doc, style="dep", page=True)
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