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Update app.py
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app.py
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@@ -2,13 +2,10 @@ import torch
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import gradio as gr
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model_id
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model
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model.eval()
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def generate_text(prompt, temperature, top_k, top_p, max_tokens, repetition_penalty):
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inputs = tokenizer(prompt, return_tensors="pt")
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with torch.no_grad():
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output = model.generate(
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@@ -26,6 +23,7 @@ def generate_text(prompt, temperature, top_k, top_p, max_tokens, repetition_pena
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gr.Interface(
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fn=generate_text,
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inputs=[
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gr.Textbox(label="Prompt", placeholder="Type something here...", lines=4),
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gr.Slider(0.1, 1.5, value=1.0, step=0.1, label="Temperature"),
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gr.Slider(1, 100, value=50, step=1, label="Top-K"),
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@@ -34,6 +32,6 @@ gr.Interface(
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gr.Slider(0.5, 2.0, value=1.0, step=0.1, label="Repetition Penalty")
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],
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outputs=gr.Textbox(label="Generated Text"),
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title="🧠 AlphaMindQ Fork
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theme="default"
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).launch()
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import gradio as gr
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def generate_text(model_id, prompt, temperature, top_k, top_p, max_tokens, repetition_penalty):
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype=torch.float32)
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model.eval()
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inputs = tokenizer(prompt, return_tensors="pt")
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with torch.no_grad():
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output = model.generate(
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gr.Interface(
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fn=generate_text,
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inputs=[
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gr.Textbox(label="Model ID", placeholder="Enter Model ID"),
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gr.Textbox(label="Prompt", placeholder="Type something here...", lines=4),
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gr.Slider(0.1, 1.5, value=1.0, step=0.1, label="Temperature"),
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gr.Slider(1, 100, value=50, step=1, label="Top-K"),
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gr.Slider(0.5, 2.0, value=1.0, step=0.1, label="Repetition Penalty")
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],
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outputs=gr.Textbox(label="Generated Text"),
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title="🧠 AlphaMindQ Fork — Custom Hugging Face Model",
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theme="default"
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).launch()
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