mengmeong/meng-programming-skill-finetune

Programming Skills Learning Path Model

This model is a fine-tuned version of the base mdoel designed to generate path of learning a skill based on input text. It's particularly useful for identifying emerging trends and skill combinations in the rapidly evolving tech landscape.

Usage & Limitations

The model is intended for:

• Deploying in limited CPU resource, with average about 40 tps on 1 CPU core

The model has limits:

• The dataset might not capture the very latest tools development in programming world
• Chatbot usecase does not fit the model usecase
• The model only return the response as JSON list.

Please note that this model was trained on a custom dataset and may reflect biases present in that data.

Training Hyperparameters

• Batch Size: 4
• Optimizer: Experimental GrokAdamW

Little Training Metrics