AirLLM vs Celest

A side-by-side comparison of features, pricing, and characteristics.

AirLLM

Open-source Python library that runs very large language models on low-memory GPUs by streaming model layers one at a time.

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Celest

Celest is a Backend-as-a-Service platform that empowers Flutter and Dart developers to build full-stack applications using the Dart language.

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AttributeAirLLMCelest
Pricing typeFreeFree + paid
Korean supportNoNo
PlatformsLinux, macOS, CUDA-enabled NVIDIA GPUs, Apple SiliconWeb, Flutter
Open sourceYesNo
API available--
SDK--
LLM-based--
Multimodal--
AI modelLlama, Qwen, DeepSeek, Mistral, Mixtral, Phi, Gemma-
GitHub Stars33.8K289
VendorAnima AI LLCCelest
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

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

Celest key features

  • Serverless functions via @cloud annotation
  • Automatic database creation from Drift schema
  • Single-command deployment to Celest Cloud
  • Declarative backend definition with Cloud Widgets