yorickvp/cog-vllm-build | Run with an API on Replicate

Input

Run this model in Node.js with one line of code:

npx create-replicate --model=yorickvp/cog-vllm-build

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run yorickvp/cog-vllm-build using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "yorickvp/cog-vllm-build:2110a4e63c0c8d06088696dbda48813635204719185fac492df1e8717d5e1e07",
  {
    input: {
      top_k: 50,
      top_p: 0.9,
      prompt: "",
      max_tokens: 512,
      min_tokens: 0,
      temperature: 0.6,
      system_prompt: "You are a helpful assistant.",
      presence_penalty: 0,
      frequency_penalty: 0
    }
  }
);

console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run yorickvp/cog-vllm-build using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "yorickvp/cog-vllm-build:2110a4e63c0c8d06088696dbda48813635204719185fac492df1e8717d5e1e07",
    input={
        "top_k": 50,
        "top_p": 0.9,
        "prompt": "",
        "max_tokens": 512,
        "min_tokens": 0,
        "temperature": 0.6,
        "system_prompt": "You are a helpful assistant.",
        "presence_penalty": 0,
        "frequency_penalty": 0
    }
)

# The yorickvp/cog-vllm-build model can stream output as it's running.
# The predict method returns an iterator, and you can iterate over that output.
for item in output:
    # https://replicate.com/yorickvp/cog-vllm-build/api#output-schema
    print(item, end="")

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run yorickvp/cog-vllm-build using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "yorickvp/cog-vllm-build:2110a4e63c0c8d06088696dbda48813635204719185fac492df1e8717d5e1e07",
    "input": {
      "top_k": 50,
      "top_p": 0.9,
      "prompt": "",
      "max_tokens": 512,
      "min_tokens": 0,
      "temperature": 0.6,
      "system_prompt": "You are a helpful assistant.",
      "presence_penalty": 0,
      "frequency_penalty": 0
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

No output yet! Press "Submit" to start a prediction.

Run time and cost

This model runs on Nvidia A100 (80GB) GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

This model doesn't have a readme.