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Supported Models

aha supports a growing collection of state-of-the-art AI models across multiple domains.

Text Generation

Model Parameters Description Use Case License
Qwen2.5-VL-3B 3B Multimodal LLM Chat, reasoning, vision Qwen Research License
Qwen2.5-VL-7B 7B Multimodal LLM Chat, reasoning, vision Apache 2.0
Qwen3-0.6B 0.6B Latest generation Advanced reasoning Apache 2.0
MiniCPM4-0.5B 0.5B Efficient lightweight Edge deployment Apache 2.0

Vision & Multimodal

Model Parameters Description Resolution License
Qwen2.5-VL-3B 3B Image understanding Up to 1024x1024 Qwen Research License
Qwen2.5-VL-7B 7B Image understanding Up to 1024x1024 Apache 2.0
Qwen3-VL-2B 2B Enhanced multimodal Up to 1536x1536 Apache 2.0
Qwen3-VL-4B 4B Enhanced multimodal Up to 1536x1536 Apache 2.0
Qwen3-VL-8B 8B Enhanced multimodal Up to 1536x1536 Apache 2.0
Qwen3-VL-32B 32B Enhanced multimodal Up to 1536x1536 Apache 2.0

Speech Recognition (ASR)

Model Parameters Language Real-time Speed License
Fun-ASR-Nano-2512 2512M Chinese/English Yes 16x realtime Not Specified
GLM-ASR-Nano-2512 2512M Chinese/English Yes 32x realtime MIT
Qwen3-ASR-0.6B 0.6B Chinese/English Yes Fast Apache 2.0
Qwen3-ASR-1.7B 1.7B Chinese/English Yes Fast Apache 2.0

OCR

Model Languages Type Strength License
PaddleOCR-VL 80+ Lightweight General documents Apache 2.0
Hunyuan-OCR Chinese Deep learning Complex layouts Tencent Hunyuan Community License
DeepSeek-OCR Multi Scene text Natural images MIT

Audio Generation

Model Parameters Type Description License
VoxCPM-0.5B 0.5B Voice Codec Neural audio codec Apache 2.0
VoxCPM1.5 - Voice Codec Enhanced voice generation Apache 2.0

Image Processing

Model Type Description License
RMBG-2.0 Background Removal Remove image backgrounds CC BY-NC 4.0

Model Sources

Models are sourced from:

Adding New Models

See Development Guide for instructions on adding new model integrations.

License Compliance

Important: Each model has its own license. Please review the model's license before use in production. Some key considerations:

  • Apache 2.0: Permissive, commercial-friendly
  • MIT: Permissive, commercial-friendly
  • Qwen Research License: Research use, may have restrictions
  • Tencent Hunyuan Community License: Custom license, review terms
  • CC BY-NC 4.0: Non-commercial only

Always verify license terms before deployment in production environments.

Model Updates

Models are regularly updated. Check the releases for the latest versions.

Performance Benchmarks

Approximate inference speeds on CPU (M1 Pro):

Model Task Tokens/sec
Qwen3-0.6B Text 40-50
Qwen2.5-VL-3B Vision 20-30
Qwen3-ASR-0.6B ASR 200-500x
VoxCPM-0.5B TTS Real-time

Benchmarks vary by hardware and input size.