Replicate provides access to thousands of ML models through a simple API. Combined with Pixeltable, you can build sophisticated multimodal pipelines that leverage the best models for each task.
Replicate: The Model Marketplace#
Replicate is a platform that lets you run open-source machine learning models in the cloud. With thousands of models available, you can build virtually any AI application without managing infrastructure.
When combined with Pixeltable's declarative infrastructure, you get access to the entire ML ecosystem with automatic orchestration.
Popular Model Categories#
Language Models#
- Meta Llama 3: Latest open-weight LLM family
- Mistral/Mixtral: Efficient European models
Image Generation#
- FLUX: Black Forest Labs' fast image generator
- Stable Diffusion XL: Stability AI's flagship model
Audio Processing#
- Whisper: OpenAI's speech recognition
- MusicGen: Meta's music generation
Getting Started#
bash
Using LLMs with Replicate#
python
Image Generation with FLUX#
python
Popular Replicate Models#
| Category | Model | Reference |
|---|---|---|
| LLM | Llama 3.1 8B | meta/meta-llama-3-8b-instruct |
| Image | FLUX Schnell | black-forest-labs/flux-schnell |
| Audio | Whisper | openai/whisper |
| Video | Stable Video | stability-ai/stable-video-diffusion |
Pricing Model#
- CPU Models: ~$0.000100 per second
- GPU Models: ~$0.000725 per second
- No minimums: Pay only for what you use
