Small English Teacher Model

Model Description

Small English Teacher is a compact language model fine-tuned for educational instruction in English. Designed to provide clear, concise, and helpful explanations across various educational contexts.

Key Features

  • Trained on diverse video transcript data
  • Specializes in educational content generation
  • Provides step-by-step explanations
  • Compact model with efficient performance

Training Details

  • Base Model: [Original Base Model Name]
  • Training Data: Video transcripts
  • Fine-tuning Method: LoRA (Low-Rank Adaptation)
  • Model Size: Small (3.7 GB)

Example Capabilities

  • Generate educational explanations
  • Break down complex concepts
  • Provide structured learning content

Limitations

  • Best suited for general educational content
  • May have limited depth in specialized subjects
  • Performance may vary across different topics

Ethical Considerations

Intended for educational support and should be used responsibly.

Usage

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("your-username/small-english-teacher")
tokenizer = AutoTokenizer.from_pretrained("your-username/small-english-teacher")

License

Apache 2.0

Citation

If you use this model, please cite: [Placeholder for citation details]

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Evaluation results