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514ce55
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Parent(s): f3e59d7
huggingface login?
Browse files- app.py +7 -3
- requirements.txt +2 -1
app.py
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@@ -4,11 +4,15 @@ import uuid
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import torch
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# Load model and tokenizer
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model_name = "meta-llama/Meta-Llama-3.1-8B-Instruct"
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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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def chat_with_model(messages):
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input_ids = tokenizer.encode(str(messages), return_tensors="pt").to(model.device)
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@@ -41,4 +45,4 @@ def main():
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demo.launch()
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if __name__ == "__main__":
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main()
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import gradio as gr
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from transformers import AutoTokenizer, AutoModelForCausalLM
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import torch
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from huggingface_hub import login
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# Authenticate with Hugging Face
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login()
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# Load model and tokenizer
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model_name = "meta-llama/Meta-Llama-3.1-8B-Instruct"
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tokenizer = AutoTokenizer.from_pretrained(model_name, use_auth_token=True)
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model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.float16, device_map="auto", use_auth_token=True)
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def chat_with_model(messages):
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input_ids = tokenizer.encode(str(messages), return_tensors="pt").to(model.device)
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demo.launch()
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if __name__ == "__main__":
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main()
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requirements.txt
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@@ -1,2 +1,3 @@
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transformers
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torch
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transformers
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torch
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huggingface_hub
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