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。 (Updated 1 year, 1 month ago)

Cold

Public
19 runs
T4
GitHub
Paper
License

Iterate in playground

Run with an API

Playground API Examples README Versions

Prediction

ieit-yuan/yuan2.0-2b-mars:fc193b6a37ab65602586d0f6979971ecee3c79cc0d8ebf95ed5a93d1f68a440a

Model

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

hvy9m7hk0drge0cf18pbm4gqcw

Status

Succeeded

Source

Web

Hardware

Total duration

6.4s

Created

about 1 year ago

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

{
  "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
}

Install Replicate’s Node.js client library:

npm install replicate

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

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.

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": {
      "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

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