---
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
```python
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]