Table of Contents generated with DocToc

• ButterflyBook
• HuggingLLM
  • LICENSE

HuggingLLM

ChatGPTAIAIAIHuggingLLM

**** ChatGPT NLPLLM

****ChatGPTNLPChatGPT

• • ChatGPT
• • PPONLPOILQL
  • ChatGPT

NLP

• ChatGPTAPIAPI

API

GLM

1. GLMSDK

pip install zhipuai

2. GLM API

# GLM
from zhipuai import ZhipuAI

client = ZhipuAI(api_key="") # APIKey

messages = [{"role": "system", "content": ""},
            {"role": "user", "content": "Datawhale"},]

response = client.chat.completions.create(
    model="glm-4",  # 
    messages=messages, # 
    stream=True,  # 
)

full_content = ''  # 
for chunk in response:
    full_content += chunk.choices[0].delta.content
print(':\n' + full_content)

:
DatawhaleDatawhaleAI

DatawhaleChatGPTDatawhaleAI

Datawhale

DatawhaleAI

Qwen

1. QwenSDK

pip install dashscope

2. Qwen API

# qwen
from http import HTTPStatus
import dashscope

DASHSCOPE_API_KEY="" # APIKey

messages = [{'role': 'system', 'content': 'You are a helpful assistant.'},
            {'role': 'user', 'content': 'Datawhale'}]

responses = dashscope.Generation.call(
    dashscope.Generation.Models.qwen_max, # 
    api_key=DASHSCOPE_API_KEY, 
    messages=messages,
    result_format='message',  # 
    stream=True, #
    incremental_output=True  
)


full_content = ''  # 
for response in responses:
    if response.status_code == HTTPStatus.OK:
        full_content += response.output.choices[0]['message']['content']
        # print(response)
    else:
        print('Request id: %s, Status code: %s, error code: %s, error message: %s' % (
            response.request_id, response.status_code,
            response.code, response.message
        ))
print(':\n' + full_content)

:
Datawhale

DatawhaleGitHubStarDatawhale

Datawhale

• ChatGPT @

  • LM
  • Transformer
  • GPT
  • RLHF

• ChatGPT @

  • Embedding
  • API
  • QA

• ChatGPT @

  • NLU
  • API

• ChatGPT @

• ChatGPT @

  • ChatGPT
  • ChatGPT
  • ChatGPT
  • ChatGPTGPT-4

• ChatGPT @

• ChatGPT @Carles

• ChatGPT @Jason

docs content Jupyter Notebook content docs

• OpenAIAPIgpt-3.5-turboAPI

• 2-36-8

• Demo

• Doc

• https://datawhaler.feishu.cn/base/EdswbrhNvaIEJdsLJ0bcVYt1n2c?table=tbluxatFhjfyXShH&view=vewQJKA0Gi

• DataWhale

|

Bhttps://b23.tv/hdnXn1L

https://aiplusx.momodel.cn/classroom/class/658d3ecd891ad518e0274bce?activeKey=intro

• -Datawhale-AI
• -Datawhale
• -Datawhale
• Carles
• Jason
• Datawhale--
• @kal1x https://github.com/datawhalechina/hugging-llm/issues/22
• @fancyboi999 OpenAIAPIhttps://github.com/datawhalechina/hugging-llm/pull/23

1. @Sm1les@LSGOMYP

LICENSE

-- 4.0