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Update app.py
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app.py
CHANGED
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@@ -4,8 +4,8 @@ import torch
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# Load model and tokenizer
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model_name = "openchat/openchat-3.5-1210"
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16, device_map="auto")
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# Persona prompts
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persona_prompts = {
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@@ -20,9 +20,10 @@ def format_openchat_prompt(system_prompt, user_input):
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def chatbot(persona, input_text):
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system_prompt = persona_prompts.get(persona, "")
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prompt = format_openchat_prompt(system_prompt, input_text)
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inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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with torch.no_grad():
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outputs = model.generate(
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**inputs,
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@@ -31,7 +32,7 @@ def chatbot(persona, input_text):
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temperature=0.7,
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top_p=0.9,
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eos_token_id=tokenizer.eos_token_id,
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pad_token_id=
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)
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full_output = tokenizer.decode(outputs[0], skip_special_tokens=True)
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@@ -50,4 +51,4 @@ iface = gr.Interface(
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description="Chat with the voice of Elon Musk, Jensen Huang, or Jeff Bezos. Powered by OpenChat 3.5 + Transformers.",
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)
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iface.launch(
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# Load model and tokenizer
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model_name = "openchat/openchat-3.5-1210"
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tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
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model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16, device_map="auto", trust_remote_code=True)
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# Persona prompts
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persona_prompts = {
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def chatbot(persona, input_text):
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system_prompt = persona_prompts.get(persona, "")
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prompt = format_openchat_prompt(system_prompt, input_text)
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inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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pad_token_id = tokenizer.pad_token_id if tokenizer.pad_token_id is not None else tokenizer.eos_token_id
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with torch.no_grad():
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outputs = model.generate(
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**inputs,
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temperature=0.7,
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top_p=0.9,
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eos_token_id=tokenizer.eos_token_id,
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pad_token_id=pad_token_id
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)
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full_output = tokenizer.decode(outputs[0], skip_special_tokens=True)
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description="Chat with the voice of Elon Musk, Jensen Huang, or Jeff Bezos. Powered by OpenChat 3.5 + Transformers.",
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)
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iface.launch()
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