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logorexen/craftd_frontend_engineer

sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face

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CraftD Frontend Engineering Teacher

A LoRA fine-tune of `Qwen/Qwen2.5-Coder-3B-Instruct`, trained to explain frontend engineering concepts (JavaScript, React, HTML, CSS) in a clear, teacher-style voice.

Training data

—Scraped React documentation pages
—Scraped React source files (from the facebook/react GitHub repository)
—A frontend-filtered subset of HuggingFaceFW/fineweb-edu

Usage

python

from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline

model = AutoModelForCausalLM.from_pretrained("logorexen/craftd_frontend_engineer")
tokenizer = AutoTokenizer.from_pretrained("logorexen/craftd_frontend_engineer")

messages = [
    {"role": "system", "content": "You are a professional Frontend Engineering Teacher."},
    {"role": "user", "content": "Explain why we use React keys when rendering lists."},
]
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)

pipe = pipeline("text-generation", model=model, tokenizer=tokenizer, max_new_tokens=400)
print(pipe(prompt)[0]["generated_text"])