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title: Tiny Transformers
emoji: 🧠
colorFrom: blue
colorTo: purple
sdk: gradio
app_file: app.py
pinned: false
short_description: A set of tiny Transformers, from scratch
---
# Tiny Text Transformers
---
title: Tiny Transformers
emoji: 🧠
colorFrom: blue
colorTo: purple
sdk: gradio
app_file: app.py
pinned: false
short_description: A set of tiny Transformers, from scratch
---
# Tiny Text Transformers
A set of small transformer models, less than 1M params for multiple NLP tasks built on the same Transformer core.
Goal: Light, highly specialized and useful in a specific domain
## Tasks
### Text Generation
Character-level autoregressive language model. Shakespear corpus used for proof of concept.
### Text Classification
News / text classifier. AG News dataset used for proof of concept.
### Structured Output
Generate structured output for a limited instruction-set problem. For instance a cli command.
### Translation
Encoder Decoder block for experimental educational purposes.
### Hugging Faces
https://huggingface.co/spaces/zeguru/tiny-transformers
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