Cerebras PoV Guide

pip install wandb weave

wandb login --host <YOUR W&B HOST URL> <YOUR API TOKEN>

WANDB_BASE_URL = "https://cerebras.wandb.io/"
wandb.login(host=os.getenv("WANDB_BASE_URL"), key=os.getenv("WANDB_API_KEY"))

!pip install wandb weave
import wandb
import weave

wandb.login(host="https://cerebras.wandb.io/")

import weave
from openai import OpenAI

client = OpenAI()

# Weave will track the inputs, outputs and code of this function
@weave.op()
def extract_dinos(sentence: str) -> dict:
    response = client.chat.completions.create(
        model="gpt-4o",
        messages=[
            {
                "role": "system",
                "content": """In JSON format extract a list of `dinosaurs`, with their `name`,
their `common_name`, and whether its `diet` is a herbivore or carnivore"""
            },
            {
                "role": "user",
                "content": sentence
            }
            ],
            response_format={ "type": "json_object" }
        )
    return response.choices[0].message.content


# Initialise the weave project
weave.init('<your-team>/jurassic-park')

sentence = """I watched as a Tyrannosaurus rex (T. rex) chased after a Triceratops (Trike), \
both carnivore and herbivore locked in an ancient dance. Meanwhile, a gentle giant \
Brachiosaurus (Brachi) calmly munched on treetops, blissfully unaware of the chaos below."""

result = extract_dinos(sentence)
print(result)

wandb.init(host="https://cerebras.wandb.io/")

os.environ["WANDB_BASE_URL"] = "https://cerebras.wandb.io/"