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walterwhite91/
ask-m-gemma3-guide-lora

Name: ask-m-gemma3-guide-lora
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safetensors

apache-2.0

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Ask-M Gemma-3 Guided Learning LoRA

This repository contains a LoRA adapter fine-tuned for guided, step-by-step educational explanations using the Gemma-3 12B model.

The adapter focuses on teaching concepts clearly, not just answering questions.

🎯 Purpose

This LoRA is optimized to:

Explain concepts step-by-step
Use simple, student-friendly language
Structure answers logically
Emphasize understanding over brevity

It complements the exam-focused adapter by supporting learning and revision workflows.

🧠 Training Overview

Base model: unsloth/gemma-3-12b-it-bnb-4bit
Fine-tuning method: QLoRA
Trainable parameters: ~24M ~0.2% of base model)
Sequence length: 1024
Epochs: 2
Optimizer: paged_adamw_8bit
Hardware: NVIDIA T4 (Kaggle)

📂 Dataset Format

Each example follows this format:

json

{
  "instruction": "You are a tutor. Explain the concept clearly...",
  "input": "Subject: PHYS101\nQuestion: ...",
  "output": "Step-by-step explanation...",
  "meta": {
    "subject": "PHYS101",
    "keywords": ["..."]
  }
}

walterwhite91/ask-m-gemma3-guide-lora

Ask-M Gemma-3 Guided Learning LoRA

🎯 Purpose

🧠 Training Overview

📂 Dataset Format

walterwhite91/
ask-m-gemma3-guide-lora