Resume Scorer (FLAN-T5-Small Fine-Tuned)

Fine-tuned on 1031 real resume-job description pairs with human feedback using QLoRA.

Outputs:

• Macro Score (overall fit): 0.00 – 10.00
• Micro Score (detailed skills match): 0.00 – 10.00
• Detailed explanatory feedback

Quick Usage Example

from transformers import pipeline

scorer = pipeline(
    "text2text-generation",
    model="HumayunShahzad123/resume-scorer-t5-small",
    device_map="auto"
)

prompt = "Evaluate this resume against the job description:

Job: [paste job description]

Resume: [paste resume]"
result = scorer(prompt, max_new_tokens=512)
print(result[0]["generated_text"])
No PEFT required for inference — fully merged model!