Preferred Networks vs AirLLM
A side-by-side comparison of features, pricing, and characteristics.
Preferred Networks
Preferred Networks (PFN) is Japan's leading AI startup specializing in deep learning and its industrial applications.
Read the full reviewAirLLM
Open-source Python library that runs very large language models on low-memory GPUs by streaming model layers one at a time.
Read the full review| Attribute | Preferred Networks | AirLLM |
|---|---|---|
| Pricing type | From $6.13/mo | Free |
| Korean support | No | No |
| Platforms | Web, API, Desktop | Linux, macOS, CUDA-enabled NVIDIA GPUs, Apple Silicon |
| Open source | No | Yes |
| API available | Available | - |
| SDK | Available | - |
| LLM-based | Yes | - |
| Multimodal | Yes | - |
| AI model | PLaMo, Custom Deep Learning Models | Llama, Qwen, DeepSeek, Mistral, Mixtral, Phi, Gemma |
| GitHub Stars | - | 33.8K |
| Vendor | Preferred Networks, Inc. | Anima AI LLC |
| Category | Developer Tools | Developer Tools |
| Details | View | View |
Preferred Networks key features
- Development of MN-Core AI accelerators
- Industrial robot automation solutions
- Autonomous driving R&D
- AI for bio-healthcare and drug discovery
- Development of PLaMo LLM
- Computer vision for manufacturing optimization
AirLLM key features
- Reducing GPU memory usage through layer-wise model streaming
- Supporting inference of 70B-class models on a single 4GB GPU
- AutoModel interface based on Hugging Face model IDs
- 4-bit and 8-bit block-wise model compression
- Supporting CPU inference and Apple Silicon macOS
- Supporting various model families including Llama, Qwen, DeepSeek, and Mistral