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Update app.py
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app.py
CHANGED
@@ -3,17 +3,19 @@ from transformers import pipeline
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import torch
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import subprocess
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import spaces
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# Install flash-attn
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subprocess.run('pip install flash-attn --no-build-isolation', env={'FLASH_ATTENTION_SKIP_CUDA_BUILD': "TRUE"}, shell=True)
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# Initialize the model pipeline
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generator = pipeline('text-generation', model='
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@spaces.GPU
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def generate_text(prompt, temperature, top_p, top_k, repetition_penalty, max_length):
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# Generate text using the model
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generator.model.cuda()
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generator.device = torch.device("cuda")
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outputs = generator(
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prompt,
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do_sample=True,
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@@ -41,8 +43,8 @@ iface = gr.Interface(
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gr.Slider(minimum=5, maximum=4096, step=5, value=1024, label="Max Length")
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],
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outputs=gr.Textbox(label="Generated Text"),
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title="
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description="Try out the Mistral-7B model for free!
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)
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iface.launch()
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import torch
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import subprocess
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import spaces
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import os
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# Install flash-attn
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subprocess.run('pip install flash-attn --no-build-isolation', env={'FLASH_ATTENTION_SKIP_CUDA_BUILD': "TRUE"}, shell=True)
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# Initialize the model pipeline
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generator = pipeline('text-generation', model='Locutusque/Hyperion-1.5-Mistral-7B', torch_dtype=torch.bfloat16, token=os.environ["HF"])
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@spaces.GPU
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def generate_text(prompt, temperature, top_p, top_k, repetition_penalty, max_length):
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# Generate text using the model
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generator.model.cuda()
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generator.device = torch.device("cuda")
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prompt = f"<|im_start|>user\n{prompt}<|im_end|>\n<|im_start|>assistant\n"
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outputs = generator(
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prompt,
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do_sample=True,
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gr.Slider(minimum=5, maximum=4096, step=5, value=1024, label="Max Length")
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],
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outputs=gr.Textbox(label="Generated Text"),
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title="Hyperion-1.5-Mistral-7B",
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description="Try out the Hyperion-1.5-Mistral-7B model for free! This is a preview version, and the model will be released soon"
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)
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iface.launch()
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