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StableCode

•

Stability AI

stablelm

From the team behind Stable Diffusion, this small code model offers an excellent coding assistant for those with lighter hardware.

Model info

Model

StableCode

Author

Stability AI

Arch

stablelm

Parameters

2.7B

Size on disk

about 1.61 GB

Format

gguf

Download and run StableCode

Open in LM Studio to view download options

Use StableCode in your code

💡 LM Studio needs to be installed and run at least once for this to work. Don't have it yet? Get it here.

CLI Bootstrap

npx lmstudio install-cli # (only needed once)

Model Load

lms load bartowski/stable-code-instruct-3b-gguf
Alternatively, load the model in the LM Studio app.

Use StableCode via an OpenAI-like API

Reuse your existing OpenAI client code and point it to LM Studio instead.

Python example
# Example: reuse your existing OpenAI client code
from openai import OpenAI

# Point to the local server
client = OpenAI(base_url="http://localhost:1234/v1", 
                api_key="lm-studio") # not used

completion = client.chat.completions.create(
  model="bartowski/stable-code-instruct-3b-gguf",
  messages=[
    {"role": "system", "content": "Always answer in rhymes."},
    {"role": "user", "content": "Introduce yourself."}
  ],
  temperature=0.7,
)

print(completion.choices[0].message)

Develop

Learn more