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saadhyam-context-email-generator – AI Model by likhitha7274 | AlphaNeural AI
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saadhyam-context-email-generator
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transformers
safetensors
t5
text2text-generation
flan-t5
email-generation
context-aware
saadhyam
en
text-generation-inference
endpoints_compatible
us
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Saadhyam Context-Aware Email Generator
A fine-tuned FLAN-T5 model for generating professional emails from context-aware user requests.
Model
Base model:
google/flan-t5-small
The model was fine-tuned using context-aware email-generation data.
Context Information
The model uses:
Audience
Context
Email type
User request
Supported audiences include:
candidate
customer
employees
general
students
Supported contexts include:
customer_service
education
general
recruitment
workplace
Training
Training samples: 960
Validation samples: 120
Test samples: 120
Training epochs: 5
Learning rate: 2e-5
Batch size: 8
Evaluation
Test loss: 0.248608
Test perplexity: 1.2822
Template accuracy on test set: 100%
Context compatibility on test set: 94.17%
Real-world generation test:
JSON validity: 100%
Output completeness: 100%
Template accuracy: 100%
Context compatibility: 100%
Important
The reported accuracy values are based on the Saadhyam evaluation dataset and real-world test cases used during development.
Additional evaluation on unseen production data is recommended.
Repository
Hugging Face repository:
https://huggingface.co/likhitha7274/saadhyam-context-email-generator
