Update README.md

README.md

@@ -42,32 +42,6 @@ This is the quantized version of the Qwen2.5-3B-DataFusion-Instruct model, optim
 - **Accuracy:** Minimal degradation in specialized domain knowledge
 - **Deployment:** Optimized for production environments
 
-## Use Cases
-
-### Primary Applications
-1. **Production Deployment**
-   - Resource-constrained servers
-   - Edge computing environments
-   - High-throughput inference systems
-   - Cost-optimized deployments
-
-2. **Development and Testing**
-   - CI/CD pipelines
-   - Automated testing systems
-   - Development environments
-   - Prototyping and experimentation
-
-3. **Resource-Limited Scenarios**
-   - Embedded systems
-   - Mobile applications
-   - IoT devices
-   - Cloud deployments with memory constraints
-
-### Ideal Scenarios
-- **High-Volume Inference:** When processing many requests
-- **Memory Constraints:** Limited RAM availability
-- **Cost Optimization:** Reducing infrastructure costs
-- **Real-time Applications:** Low-latency requirements
 
 ## Technical Specifications