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meng-programming-skill-finetune
mengmeong/meng-programming-skill-finetune
meng-programming-skill-finetune is a text generation model from mengmeong. Use it when you need the model to write or continue text. The card lists the license as mit.
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 ev…
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At a glance
- Task
- Text Generation
- License
- mit
- Model type
- llama
- Access
- Public
- Created
- Sep 6, 2024
- Updated
- Sep 13, 2024
- SHA
- e987967a
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Base models
Model card
From the Hugging Face model README
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
- Task
- Text Generation
- Type
- llama
- License
- mit
- Languages
- en
- Created
- Sep 6, 2024
- Updated
- Sep 13, 2024