StarCoder2 7B

BigCode

starcoder2

Also coming in 3B, 15B, and Chat versions, the StarCoder2 family offers a diverse portfolio of local coding assistants.

Model info

Model

StarCoder2 7B

Author

BigCode

Arch

starcoder2

Parameters

7B

Size on disk

about 4.04 GB

Format

gguf

Download and run StarCoder2 7B

Open in LM Studio to view download options

Use StarCoder2 7B 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 second-state/starcoder2-7b-gguf
Alternatively, load the model in the LM Studio app.

Use StarCoder2 7B 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="second-state/starcoder2-7b-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