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Launching Your Uncensored AI Chatbot
Dec 31, 2024
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Lecture Notes: Running Your Own Uncensored AI Chatbot
Introduction
Presenter:
David Andrzej
Focus:
How to host an uncensored AI chatbot online.
Problem with Censored Models:
Chat GPT is heavily censored with bias, safety layers, and moderation controls.
Advantage of Uncensored Models:
No restrictions, allowing diverse and unrestricted interactions.
Why Uncensored Models are Beneficial
Examples:
Creative writing and political discussions
Security and ethical hacking
Analogy:
Models with restrictions are like cars with missing wheels.
Building Your Own Uncensored AI Chatbot
No Programming Skills Required:
All necessary code and prompts are provided in the New Society platform.
Model Used:
Dolphin72B (72 billion parameters)
Not as large as GPT-40 or Cloud 3.5 Sonnet
Fine-tuned on LAMA 3.1
Hosting Requirements:
Cannot run locally due to high hardware costs (~$200,000 for A100 GPUs)
Requires cloud solutions like Hugging Face's inference endpoints
Steps to Host the Model
Use Hugging Face:
Largest repository for open-source models and datasets
Deployment Options:
Inference Endpoints (Hugging Face)
Amazon SageMaker (AWS)
Azure ML (Microsoft Azure)
Google Cloud
Create a Hugging Face Account:
Required for accessing services
Model Options:
Dolphin 72B for more robust applications
Smaller 7B model for cost-effective solutions
Cost Management
L40s GPUs as an Alternative for A100s:
More affordable but less powerful
Scaling Options:
Automatic scaling to zero when not in use to save costs
Recommend 30 minutes to 1-hour inactivity scaling
Building a Web App
Platform Used:
Bolt.new
Interface Development:
Easy UI development similar to chat GPT
Use of Hugging Face API for model integration
Deploying the App:
Use Netlify for deployment
Ethical Considerations
Uncensored Models for Genuine Use-Cases:
Privacy and unbiased information
Potential for Unethical Use:
Acknowledge some users might misuse the freedom
Conclusion
Future of Uncensored Models:
Belief in their growing importance despite performance trade-offs.
Final Thoughts:
Encouragement to explore more uncensored models
Invitation to join the New Society and engage further
Additional Information
Hiring Opportunity:
Personal assistant role available, apply via link.
Learning Resources:
New Society for advanced tutorials and direct access to the presenter.
Note:
For more resources and support, join the New Society for exclusive content on AI development.
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