Prediction

Model

ieit-yuan/yuan2.0-2b-mars:fc193b6a

hvy9m7hk0drge0cf18pbm4gqcw

Status

Succeeded

Source

Web

Hardware

Total duration

6.4s

Created

over 1 year ago

Webhook

–

Input

prompt: 请问目前最先进的机器学习算法有哪些？
max_new_tokens: 4096
temperature: 1
top_p: 1
top_k: 50

{
  "max_new_tokens": 4096,
  "prompt": "请问目前最先进的机器学习算法有哪些？",
  "temperature": 1,
  "top_k": 50,
  "top_p": 1
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_Rk5**********************************

This is your API token. Keep it to yourself.

Import and set up the client:

import Replicate from "replicate";

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

Run ieit-yuan/yuan2.0-2b-mars using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "ieit-yuan/yuan2.0-2b-mars:fc193b6a37ab65602586d0f6979971ecee3c79cc0d8ebf95ed5a93d1f68a440a",
  {
    input: {
      max_new_tokens: 4096,
      prompt: "请问目前最先进的机器学习算法有哪些？",
      temperature: 1,
      top_k: 50,
      top_p: 1
    }
  }
);

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=r8_Rk5**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run ieit-yuan/yuan2.0-2b-mars using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "ieit-yuan/yuan2.0-2b-mars:fc193b6a37ab65602586d0f6979971ecee3c79cc0d8ebf95ed5a93d1f68a440a",
    input={
        "max_new_tokens": 4096,
        "prompt": "请问目前最先进的机器学习算法有哪些？",
        "temperature": 1,
        "top_k": 50,
        "top_p": 1
    }
)

print(output)

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=r8_Rk5**********************************

This is your API token. Keep it to yourself.

Run ieit-yuan/yuan2.0-2b-mars 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": "ieit-yuan/yuan2.0-2b-mars:fc193b6a37ab65602586d0f6979971ecee3c79cc0d8ebf95ed5a93d1f68a440a",
    "input": {
      "max_new_tokens": 4096,
      "prompt": "请问目前最先进的机器学习算法有哪些？",
      "temperature": 1,
      "top_k": 50,
      "top_p": 1
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

目前最先进的机器学习算法包括：卷积神经网络（Convolutional Neural Network，CNN）、循环神经网络（Recurrent Neural Network，RNN）、长短时记忆网络（Long Short-Term Memory，LSTM）、生成对抗网络（Generative Adversarial Networks，GAN）和强化学习（Reinforcement Learning，RL）等。这些算法在不同的任务和应用场景中都取得了优异的表现，被广泛应用于计算机视觉、自然语言处理、语音识别、推荐系统等领域。

Generated in

6.4 seconds

Tweak it Report