dria_agent 0.1.53

speedy, performant and small tool calling agents

tiny-agent-α

Installation

To install the package run: (Best for CPU inference)

pip install dria_agent

To use MLX as backend for macOS.

pip install 'dria_agent[mlx]'

For HuggingFace backend for GPU.

pip install 'dria_agent[huggingface]'

In order to use extra tooling select a backend (e.g. mlx) and run:

pip install 'dria_agent[mlx, tools]'

Models

Model	Description	HF Download Link	Ollama Tag	Size
Tiny-Agent-a-3B (8bit)	High performance and reasoning	Download	driaforall/tiny-agent-a:3B-q8_0	3.3 GB
Tiny-Agent-a-3B (4bit)	Tradeoff 3B quality for memory	Download	driaforall/tiny-agent-a:3B-q4_K_M	1.9 GB
Tiny-Agent-a-1.5B (8bit)	Balanced performance and speed	Download	driaforall/tiny-agent-a:1.5B-q8_0	1.6 GB
Tiny-Agent-a-1.5B (4bit)	Faster CPU inference, performance tradeoff	Download	driaforall/tiny-agent-a:1.5B-q4_K_M	986 MB
Tiny-Agent-a-0.5B (8bit)	Ultra-light	Download	driaforall/tiny-agent-a:0.5B-q8_0	531 MB

a fast and powerful tool calling model designed to run on edge devices.

3B 8bit high performance and quality download

3B 4bit balanced performance and speed download

1.5B 8bit fast CPU inference download

1.5B 4bit faster CPU inference download

0.5B 8bit ultra-light download