deepseek-llm-7b

MAX Model

1 versions

An advanced language model crafted with 2 trillion bilingual tokens.

Run this model

  1. Install our magic package manager:

    curl -ssL https://magic.modular.com/ | bash

    Then run the source command that's printed in your terminal.

  2. Install Max Pipelines in order to run this model.

    magic global install max-pipelines
  3. Start a local endpoint for deepseek-llm/7b:

    max-serve serve --huggingface-repo-id deepseek-ai/deepseek-llm-7b-chat

    The endpoint is ready when you see the URI printed in your terminal:

    Uvicorn running on http://0.0.0.0:8000 (Press CTRL+C to quit)
  4. Now open another terminal to send a request using curl:

    curl -N http://0.0.0.0:8000/v1/chat/completions -H "Content-Type: application/json" -d '{
        "model": "deepseek-llm/7b",
        "stream": true,
        "messages": [
            {"role": "system", "content": "You are a helpful assistant."},
            {"role": "user", "content": "Who won the World Series in 2020?"}
        ]
    }' | grep -o '"content":"[^"]*"' | sed 's/"content":"//g' | sed 's/"//g' | tr -d '
    ' | sed 's/\n/
    /g'
  5. 🎉 Hooray! You’re running Generative AI. Our goal is to make this as easy as possible.

About

DeepSeek LLM is a cutting-edge language model designed with both 7 billion and 67 billion parameter variations, available in chat and base configurations.

  • Superior General Capabilities: The DeepSeek LLM 67B Base demonstrates remarkable proficiency, surpassing Llama2 70B Base in key areas, including reasoning, coding, mathematics, and Chinese comprehension.

  • Proficient in Coding and Math: The 67B Chat model delivers exceptional performance in coding tasks, evaluated using the HumanEval benchmark, and excels in mathematics, tested with the GSM8K benchmark.

References

GitHub

HuggingFace

DETAILS

MODEL CLASS
MAX Model

MAX Models are extremely optimized inference pipelines to run SOTA performance for that model on both CPU and GPU. For many of these models, they are the fastest version of this model in the world.

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MODULAR GITHUB

Modular

CREATED BY

deepseek-ai

MODEL

deepseek-ai/deepseek-llm-7b-chat

TAGS

autotrain_compatible
conversational
endpoints_compatible
license:other
llama
pytorch
region:us
text-generation
text-generation-inference
transformers

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