Instructions to use stratus-labs/cortex-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use stratus-labs/cortex-v1 with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # if on a CUDA device, also pip install mlx[cuda] # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("stratus-labs/cortex-v1") prompt = "Once upon a time in" text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use stratus-labs/cortex-v1 with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Generate some text mlx_lm.generate --model "stratus-labs/cortex-v1" --prompt "Once upon a time"
- Atomic Chat
Stratus Labs Cortex
Hosted open-weight LLM inference at Apple-Silicon economics.
Cortex is an OpenAI-compatible inference API served on Apple Silicon (Mac Studio, MLX). This is a meta card describing the hosted service โ it does not itself contain weights.
- Endpoint:
https://cortex.runstratus.com - API shape: OpenAI-compatible (
/v1/chat/completions,/v1/completions,/v1/models) - Streaming: Server-Sent Events (
stream: true)
Served models
| Model id | Base weights |
|---|---|
llama-3.3-70b-instruct |
mlx-community/Llama-3.3-70B-Instruct-4bit |
More models (Qwen-2.5, etc.) are being added. Query GET /v1/models for the live list.
Quickstart
from openai import OpenAI
client = OpenAI(base_url="https://cortex.runstratus.com/v1", api_key="ck_...")
resp = client.chat.completions.create(
model="llama-3.3-70b-instruct",
messages=[{"role": "user", "content": "Hello from Apple Silicon!"}],
stream=True,
)
for chunk in resp:
print(chunk.choices[0].delta.content or "", end="")
Pricing
| Tier | Price | Input tokens/day | Output tokens/day |
|---|---|---|---|
| Free | $0 | 100k | 50k |
| Starter | $29/mo | 5M | 1M |
| Pro | $299/mo | 50M | 10M |
| Enterprise | custom | dedicated model + SLA | โ |
Get a key at https://cortex.runstratus.com/pricing.
Notes
Served-model weights and licenses belong to their respective publishers (Meta Llama 3.3 Community License, etc.); Cortex provides hosted inference only. Operated by Stratus Labs.