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Maarij-Aqeel/CLI_model

sourceHugging Facemitupdated 1y agoView on Hugging Face

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Model Card

🛠️ cli-model-deepseek-v2-lite-finetuned

A fine-tuned version of [DeepSeek-Coder-V2-Lite-Base](https://huggingface.co/deepseek-ai/deepseek-coder-2) specialized in generating and understanding command-line interface (CLI) tools, automation scripts, and terminal-based workflows.

🧠 Model Details

Field	Value
Base Model	DeepSeek-Coder-V2-Lite-Base
Fine-tuned on	Custom CLI-focused code dataset
Objective	Next-token prediction / code generation
Domain	CLI tools, Bash scripts, Python CLI apps
Framework	HuggingFace Transformers (PyTorch)
Finetuning Method	LoRA (Low-Rank Adaptation)
Hardware	2× Tesla T4 GPUs
Training Duration	~5 hours

📂 Training Data

The model was trained on a custom dataset containing real-world command-line and scripting examples:

—Shell scripts (.sh)
—Python CLI utilities
—Terminal workflows (e.g., Git, curl)
—API wrappers and automation scripts
—Dockerfiles and Makefiles

Format: JSONL with {"prompt": ..., "completion": ...} pairs

🎯 Use Cases

This model is designed for developers who:

—Want to generate CLI-based tools and scaffolds
—Need help with automating tasks using Bash or Python
—Build terminal wrappers around REST APIs
—Create documentation and examples for terminal apps