linux-command-flan-t5-small

Linux Command Expert - FLAN-T5 Small

Fine-tuned for generating Linux commands from natural language.

Performance

• Exact Match: 0.17%
• Command Accuracy: 24.53%

Usage

from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

tokenizer = AutoTokenizer.from_pretrained("path/to/model")
model = AutoModelForSeq2SeqLM.from_pretrained("path/to/model")

def generate_command(instruction):
    text = f"Generate Linux command: {instruction}"
    inputs = tokenizer(text, return_tensors="pt", max_length=128, truncation=True)
    outputs = model.generate(**inputs, max_length=128, num_beams=4)
    return tokenizer.decode(outputs[0], skip_special_tokens=True)

print(generate_command("List all files"))