misc, idk why this space isn't showing up!
Browse files
app.py
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@@ -1,6 +1,5 @@
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import gradio as gr
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import spaces
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from huggingface_hub import InferenceClient
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import torch
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from transformers import AutoModelForCausalLM, ChameleonProcessor, AutoTokenizer, StoppingCriteria, StoppingCriteriaList, TextIteratorStreamer
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from threading import Thread
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@@ -15,7 +14,12 @@ model = AutoModelForCausalLM.from_pretrained(model_path, torch_dtype=torch.bfloa
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model.eval()
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processor = ChameleonProcessor.from_pretrained(model_path, use_auth_token=True)
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tokenizer = processor.tokenizer
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@spaces.GPU(duration=90)
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def respond(
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@@ -39,6 +43,7 @@ def respond(
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response = ""
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prompt = "I'm very intrigued by this work of art:<image>Please tell me about the artist."
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inputs = processor(prompt, images=[image], return_tensors="pt").to(model.device, dtype=torch.bfloat16)
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@@ -60,7 +65,6 @@ For information on how to customize the ChatInterface, peruse the gradio docs: h
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"""
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demo = gr.ChatInterface(
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respond,
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multimodal=True,
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additional_inputs=[
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gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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import gradio as gr
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import spaces
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import torch
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from transformers import AutoModelForCausalLM, ChameleonProcessor, AutoTokenizer, StoppingCriteria, StoppingCriteriaList, TextIteratorStreamer
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from threading import Thread
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model.eval()
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processor = ChameleonProcessor.from_pretrained(model_path, use_auth_token=True)
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tokenizer = processor.tokenizer
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def load_example_image():
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global image
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if not image:
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image = Image.open(requests.get("https://uploads4.wikiart.org/images/paul-klee/death-for-the-idea-1915.jpg!Large.jpg", stream=True).raw)
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return image
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@spaces.GPU(duration=90)
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def respond(
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response = ""
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prompt = "I'm very intrigued by this work of art:<image>Please tell me about the artist."
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image = load_example_image()
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inputs = processor(prompt, images=[image], return_tensors="pt").to(model.device, dtype=torch.bfloat16)
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"""
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demo = gr.ChatInterface(
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respond,
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additional_inputs=[
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gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
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gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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