dattaraj commited on
Commit
20e0495
·
verified ·
1 Parent(s): 6a80574

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +72 -8
README.md CHANGED
@@ -1,10 +1,74 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
- title: README
3
- emoji: 📈
4
- colorFrom: pink
5
- colorTo: yellow
6
- sdk: static
7
- pinned: false
8
- ---
9
 
10
- Edit this `README.md` markdown file to author your organization card.
 
 
 
 
 
1
+ # Boost AI Performance with Fine-Tuned Models | Persistent Systems
2
+
3
+ ## Overview
4
+
5
+ Persistent Systems offers comprehensive AI fine-tuning services to help organizations unlock the full potential of their AI models. Through advanced fine-tuning techniques, Persistent enables businesses to create customized, task-specific models that deliver superior performance for their unique use cases.
6
+
7
+ ## Key Services & Capabilities
8
+
9
+ ### Fine-Tuned Model Development
10
+ - **Custom Model Creation**: Development of specialized models tailored to specific business requirements
11
+ - **Parameter-Efficient Fine-Tuning (PEFT)**: Advanced techniques for efficient model customization
12
+ - **Low-Rank Adaptation (LoRA)**: Cost-effective fine-tuning methods that maintain model performance while reducing computational overhead
13
+
14
+ ### Industry Applications
15
+
16
+ #### Healthcare
17
+ - **Medical Image Analysis**: Improved interpretation of chest X-rays for early lung cancer detection
18
+ - **Addressing Healthcare Challenges**: Solutions that help overcome the global shortage of radiologists
19
+ - **Patient Data Analysis**: Customized models for more accurate diagnoses and personalized treatment plans
20
+
21
+ #### Customer Service
22
+ - **Automated Inquiry Categorization**: Fine-tuned LLMs that automatically categorize customer inquiries
23
+ - **Enhanced Response Times**: Improved accuracy and faster response capabilities
24
+ - **Customer Satisfaction**: Solutions designed to enhance overall customer experience
25
+
26
+ #### Finance
27
+ - **Fraud Detection**: Enhanced fraud detection systems through fine-tuned models
28
+ - **Risk Assessment**: Improved risk assessment processes using customized AI solutions
29
+
30
+ ## Technical Infrastructure
31
+
32
+ ### Cloud Integration
33
+ - **AWS Services Integration**: Leveraging AWS cloud infrastructure for efficient LLM fine-tuning
34
+ - **Scalable Solutions**: Cloud-based approach enabling scalable model development and deployment
35
+ - **Streamlined Development**: Access to comprehensive tools and services for faster model development
36
+
37
+ ### GenAI Hub Platform
38
+ - **Low-Code Approach**: Simplified data preparation for fine-tuning models
39
+ - **Custom Model Pipelines**: Built-in pipelines for building and evaluating custom models
40
+ - **Playground Integration**: Models can be plugged into evaluation environments for testing
41
+
42
+ ## Value Proposition
43
+
44
+ ### Performance Enhancement
45
+ - **Task-Specific Optimization**: Models fine-tuned for specific business use cases
46
+ - **Improved Accuracy**: Enhanced model performance through targeted training
47
+ - **Faster Implementation**: Streamlined processes for quicker deployment
48
+
49
+ ### Cost Efficiency
50
+ - **Parameter-Efficient Methods**: Reduced computational requirements while maintaining performance
51
+ - **Cloud-Based Infrastructure**: Scalable solutions that optimize resource usage
52
+ - **ROI Optimization**: Solutions designed to maximize return on AI investments
53
+
54
+ ## Enterprise Focus
55
+
56
+ Persistent Systems positions itself as a trusted strategic partner for companies seeking:
57
+ - **Secure AI Solutions**: Enterprise-grade security and compliance
58
+ - **Real Business Results**: Focus on measurable outcomes and business impact
59
+ - **Digital Transformation**: Comprehensive AI services as part of broader digital engineering initiatives
60
+
61
+ ## Getting Started
62
+
63
+ Organizations interested in AI fine-tuning services can leverage Persistent's:
64
+ - **Consultation Services**: Expert guidance on AI strategy and implementation
65
+ - **Platform Solutions**: Access to GenAI Hub and other proprietary tools
66
+ - **Full-Service Support**: End-to-end support from strategy to deployment
67
+
68
  ---
 
 
 
 
 
 
 
69
 
70
+ *For more information about Persistent Systems' AI fine-tuning services, visit their official website or contact their AI solutions team.*
71
+
72
+ ## About Persistent Systems
73
+
74
+ Persistent Systems is a global Digital Engineering and Enterprise Modernization leader, helping organizations transform their AI journey through innovative solutions and trusted partnerships. The company specializes in solving enterprise challenges through advanced AI and machine learning technologies.