---
language: en
tags:
- text-generation
- ollama
- aya
- llm
- conversational
pipeline_tag: text-generation
library_name: transformers
inference: true
---

# Aya-8B

## Model Description

This is the Aya-8B model, originally designed for Ollama and converted to be compatible with Hugging Face. Aya is an open-source language model known for its conversational abilities and text generation capabilities.

## Usage

```python
from transformers import AutoModelForCausalLM, AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("Danna8/aya-8b")
model = AutoModelForCausalLM.from_pretrained("Danna8/aya-8b")

inputs = tokenizer("Hello, how are you today?", return_tensors="pt")
outputs = model.generate(inputs["input_ids"], max_length=100)
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
print(response)
```

## Model Details

- **Model Type:** Transformer-based language model
- **Size:** 8 billion parameters


## Limitations and Biases

Like all language models, Aya-8B may reproduce biases present in its training data. Users should be aware of these limitations when deploying the model.

## License