ieit-yuan/yuan2.0-2b-mars – Run with an API on Replicate

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

yuan2.0-2b-mars是源2.0-2B模型的2024年3月版本，源2.0 是浪潮信息发布的新一代基础语言大模型。我们开源了全部的3个模型源2.0-102B，源2.0-51B和源2.0-2B。并且我们提供了预训练，微调，推理服务的相关脚本，以供研发人员做进一步的开发。源2.0是在源1.0的基础上，利用更多样的高质量预训练数据和指令微调数据集，令模型在语义、数学、推理、代码、知识等不同方面具备更强的理解能力。

Cold

Public
17 runs
T4
GitHub
Paper
License

Run with an API

Playground API Examples README Versions

Input

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

npx create-replicate --model=ieit-yuan/yuan2.0-2b-mars

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

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 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={
        "top_k": 50,
        "top_p": 1,
        "prompt": "请问目前最先进的机器学习算法有哪些？",
        "temperature": 1,
        "max_new_tokens": 4096
    }
)
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=<paste-your-token-here>

Find your API token in your account settings.

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": "fc193b6a37ab65602586d0f6979971ecee3c79cc0d8ebf95ed5a93d1f68a440a",
    "input": {
      "top_k": 50,
      "top_p": 1,
      "prompt": "请问目前最先进的机器学习算法有哪些？",
      "temperature": 1,
      "max_new_tokens": 4096
    }
  }' \
  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 Share Report

Run time and cost

This model runs on Nvidia T4 GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

This model doesn't have a readme.