Huan K. Tran huankimtran

## *DeepSeek-uncensored.md

      
        
          
            
              
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                ruvnet
                / *DeepSeek-uncensored.md
            
            
              Last active
              January 19, 2026 10:03
            
              
                Deploying and Fine-Tuning an Uncensored DeepSeek R1 Distill Model on Google Cloud
              
          
        
      
        
  
      
    DeepSeek R1 Distill: Complete Tutorial for Deployment & Fine-Tuning

This guide shows how to deploy an uncensored DeepSeek R1 Distill model to Google Cloud Run with GPU support and how to perform a basic, functional fine-tuning process. The tutorial is split into:

Environment Setup
FastAPI Inference Server
Docker Configuration
Google Cloud Run Deployment
Fine-Tuning Pipeline (Cold Start, Reasoning RL, Data Collection, Final RL Phase)