Fine-tuning of a Small Language Model for the translation of natural language instructions into Linux terminal commands.
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Mar 31, 2026 - Python
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nl2shell
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MCP server for sandboxed bash execution with session persistence
bash docker security sandbox server-sent-events session-management containerization model-context-protocol mcp-server nl2shell
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Apr 4, 2026 - JavaScript
NL2Shell — Natural Language to Shell/Bash commands. Fine-tuned Qwen3.5-0.8B (859M params) for instant command generation. Runs on edge devices via GGUF.
bash machine-learning natural-language-processing terminal command-line transformers fine-tuning nl2bash edge-ai shell-commands huggingface llm qlora qwen nl2shell
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Apr 19, 2026 - Python
Talk to your terminal. Natural language to shell commands, powered by a local AI model.
python cli terminal accessibility natural-language speech-recognition voice-control voice-to-text shell-commands local-ai ollama nl2shell
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Sep 2, 2026 - Python
NL2Shell Web — Stop using ChatGPT for shell commands. Type plain English, get terminal commands instantly.
react open-source typescript terminal nextjs natural-language dark-mode tailwindcss shell-commands voice-input vercel ai-tools mcp-server nl2shell
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Sep 3, 2026 - TypeScript
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