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Parent(s):
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Add app.py, config.json, README.md, and requirements.txt
Browse files- README.md +15 -0
- app.py +34 -0
- config.json +8 -0
- requirements.txt +3 -0
README.md
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# CSM-1B Maya Model
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This is the CSM-1B Maya-like conversational model.
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## Description
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A large language model trained for conversational AI, designed to simulate Maya.
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## Usage
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You can interact with this model via the Hugging Face Spaces app or load it using custom scripts.
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## License
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Specify your license here (e.g., MIT, Apache 2.0).
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app.py
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from transformers import AutoModelForCausalLM, AutoTokenizer
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import torch
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import gradio as gr
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# Load tokenizer and model with trust_remote_code=True
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tokenizer = AutoTokenizer.from_pretrained("BWComedian/CSM-1B", trust_remote_code=True)
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model = AutoModelForCausalLM.from_pretrained("BWComedian/CSM-1B", trust_remote_code=True)
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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model.to(device)
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def generate_response(prompt):
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inputs = tokenizer(prompt, return_tensors="pt").to(device)
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outputs = model.generate(
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**inputs,
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max_length=200,
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do_sample=True,
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top_p=0.95,
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top_k=50,
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pad_token_id=tokenizer.eos_token_id
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)
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response = tokenizer.decode(outputs[0], skip_special_tokens=True)
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return response
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demo = gr.Interface(
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fn=generate_response,
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inputs=gr.Textbox(lines=5, placeholder="Talk to Maya..."),
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outputs=gr.Textbox(label="Maya says", lines=10),
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title="CSM-1B Maya Chatbot",
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description="Chat with your Maya-like model."
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)
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if __name__ == "__main__":
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demo.launch()
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config.json
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{
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"model_type": "gpt2",
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"architectures": ["GPT2LMHeadModel"],
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"hidden_size": 768,
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"vocab_size": 50257
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}
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requirements.txt
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transformers
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torch
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gradio
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