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Model: keerthanshetty/resume-skill-extractor-merged
Source: Original Platform

README.md

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+---
+datasets:
+- k10shetty/resume-skill-extractor-dataset
+base_model: meta-llama/Meta-Llama-3-8B-Instruct
+library_name: transformers
+tags:
+- text-generation
+- fine-tuning
+- llama-3
+- nlp
+- resume-parsing
+- job-description
+license: llama3
+language:
+- en
+---
+
+# 🚀 Resume Skill Extractor (Llama 3 8B)
+
+## Model Overview
+This is a fully merged, standalone 8-Billion parameter language model specifically fine-tuned to act as an expert technical recruiter. It takes raw, unstructured job descriptions and instantly extracts a concise summary along with a cleanly formatted, bulleted list of mandatory and bonus technical skills.
+
+This model was created by fine-tuning `Meta-Llama-3-8B-Instruct` using QLoRA, and the resulting adapters have been permanently merged into the base weights for simplified deployment and serverless inference.
+
+* **Base Model:** Meta-Llama-3-8B-Instruct
+* **Original LoRA Adapters:** [k10shetty/resume-skill-extractor-lora](https://huggingface.co/k10shetty/resume-skill-extractor-lora)
+* **Task:** Information Extraction / Text Generation
+* **Architecture:** LlamaForCausalLM (16-bit bfloat16)
+
+## Prompt Format
+This model retains the standard Llama 3 Instruct prompt format. To get the best results, you **must** use this exact structure:
+
+```text
+<|begin_of_text|><|start_header_id|>system<|end_header_id|>
+You are an expert technical recruiter. Analyze job descriptions and extract key information.<|eot_id|>
+<|start_header_id|>user<|end_header_id|>
+Analyze this job description and provide a summary, the required skills, and the bonus/nice-to-have skills:
+
+[INSERT JOB DESCRIPTION HERE]<|eot_id|>
+<|start_header_id|>assistant<|end_header_id|>