metadata

language:
  - en
tags:
  - education
  - english
  - small-model
  - fine-tuned
  - teaching-assistant
license: apache-2.0
datasets:
  - video-transcripts
metrics:
  - accuracy
model-index:
  - name: Small English Teacher
    results:
      - task:
          name: Educational Instruction
          type: text-generation
        dataset:
          name: Video Transcripts
          type: generated
        metrics:
          - type: Accuracy
            value: 80%
            mode: approximate

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]