deepseek-ai/deepseek-math-7b-base:61f572da – Run with an API on Replicate

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deepseek-ai /deepseek-math-7b-base:61f572da

Playground API

Input

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

npx create-replicate --model=deepseek-ai/deepseek-math-7b-base

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 deepseek-ai/deepseek-math-7b-base using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "deepseek-ai/deepseek-math-7b-base:61f572dae0985541cdaeb4a114fd5d2d16cb40dac3894da10558992fc60547c7",
  {
    input: {
      text: "The integral of x^2 from 0 to 2 is",
      top_k: 50,
      top_p: 0.9,
      temperature: 1,
      max_new_tokens: 200
    }
  }
);
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 deepseek-ai/deepseek-math-7b-base using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "deepseek-ai/deepseek-math-7b-base:61f572dae0985541cdaeb4a114fd5d2d16cb40dac3894da10558992fc60547c7",
    input={
        "text": "The integral of x^2 from 0 to 2 is",
        "top_k": 50,
        "top_p": 0.9,
        "temperature": 1,
        "max_new_tokens": 200
    }
)

# The deepseek-ai/deepseek-math-7b-base 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/deepseek-ai/deepseek-math-7b-base/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 deepseek-ai/deepseek-math-7b-base 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": "61f572dae0985541cdaeb4a114fd5d2d16cb40dac3894da10558992fc60547c7",
    "input": {
      "text": "The integral of x^2 from 0 to 2 is",
      "top_k": 50,
      "top_p": 0.9,
      "temperature": 1,
      "max_new_tokens": 200
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

8/3. This result is obtained by integrating the formula, which is x^3/3, and then substituting the upper and lower limit values. The answer is also verified by applying the fundamental theorem of calculus. A definite integral can be visualized as an area under a graph. The equation for x^2 is graphed below from 0 to 2: The function x^2 is integrated from x = 0 to x = 2, using the fundamental theorem of calculus. The integral is found as: The formula for the integral of x^2 is given as x^3/3. This is substituted with the upper and lower limit values to determine the area under the curve. The area is the result of the integral of the equation, which is given as: = (8/3) - (0/3) = 8/3 The result of 8/3 or 2.6667 is the same

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  "version": "61f572dae0985541cdaeb4a114fd5d2d16cb40dac3894da10558992fc60547c7"
}

Generated in

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