FLAN-T5 LLM for Job Description Generation by Pandurang JadhavFLAN-T5 LLM for Job Description Generation by Pandurang Jadhav

FLAN-T5 LLM for Job Description Generation

Pandurang Jadhav

Pandurang Jadhav

My biggest fine-tuned LLM project yet β€” 5 months of data collection, 1.5M+ job entries, 27 hours of fine-tuning, 6 experiments, 3 hyperparameter resets… and only a few β€œwhy am I doing this” moments. πŸ˜… Just trained a lightweight FLAN-T5 model that generates complete job descriptions from structured inputs like: πŸ§‘πŸ’Ό Job Title πŸ“ Location πŸ›  Skills πŸŽ“ Education 🏒 Department & Industry Trained on 15L+ real & distilled JD records β€” it's fast, portable, and made for solving one clear problem: no more recycled HR templates. ✍️ Medium post dropping soon with the full story. πŸ”— GitHub & HuggingFace Space coming up next. #LLM #FLANT5 #GenerativeAI #HRTech #FineTuning #NLP #JobDescription #AIBuilder #CareerTools
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Posted Aug 13, 2026

Built a FLAN-T5 LLM to automate job description generation using structured inputs.