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unsloth
/
DeepSeek-V3.1-GGUF

Transformers
GGUF
deepseek
deepseek_v3
unsloth
imatrix
conversational
Model card Files Files and versions
xet
Community
11

Instructions to use unsloth/DeepSeek-V3.1-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use unsloth/DeepSeek-V3.1-GGUF with Transformers:

    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("unsloth/DeepSeek-V3.1-GGUF", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • llama.cpp

    How to use unsloth/DeepSeek-V3.1-GGUF with llama.cpp:

    Install (macOS, Linux)
    curl -LsSf https://llama.app/install.sh | sh
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf unsloth/DeepSeek-V3.1-GGUF:UD-Q4_K_XL
    # Run inference directly in the terminal:
    llama cli -hf unsloth/DeepSeek-V3.1-GGUF:UD-Q4_K_XL
    Install from WinGet (Windows)
    winget install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf unsloth/DeepSeek-V3.1-GGUF:UD-Q4_K_XL
    # Run inference directly in the terminal:
    llama cli -hf unsloth/DeepSeek-V3.1-GGUF:UD-Q4_K_XL
    Build from source code
    git clone https://github.com/ggml-org/llama.cpp.git
    cd llama.cpp
    cmake -B build
    cmake --build build -j --target llama-app
    # Start a local OpenAI-compatible server with a web UI:
    ./build/bin/llama serve -hf unsloth/DeepSeek-V3.1-GGUF:UD-Q4_K_XL
    # Run inference directly in the terminal:
    ./build/bin/llama cli -hf unsloth/DeepSeek-V3.1-GGUF:UD-Q4_K_XL
    Use Docker
    docker model run hf.co/unsloth/DeepSeek-V3.1-GGUF:UD-Q4_K_XL
  • Llama new
  • LM Studio
  • Jan
  • Ollama

    How to use unsloth/DeepSeek-V3.1-GGUF with Ollama:

    ollama run hf.co/unsloth/DeepSeek-V3.1-GGUF:UD-Q4_K_XL
  • Unsloth Desktop
  • Docker Model Runner

    How to use unsloth/DeepSeek-V3.1-GGUF with Docker Model Runner:

    docker model run hf.co/unsloth/DeepSeek-V3.1-GGUF:UD-Q4_K_XL
  • Lemonade

    How to use unsloth/DeepSeek-V3.1-GGUF with Lemonade:

    Pull the model
    # Download Lemonade from https://lemonade-server.ai/
    lemonade pull unsloth/DeepSeek-V3.1-GGUF:UD-Q4_K_XL
    Run and chat with the model
    lemonade run user.DeepSeek-V3.1-GGUF-UD-Q4_K_XL
    List all available models
    lemonade list
  • Atomic Chat
New discussion
Resources
  • PR & discussions documentation
  • Code of Conduct
  • Hub documentation

Dynamic 3-bit DeepSeek V3.1 GGUF gets 75.6% on Aider Polyglot

pinned
🚀🧠 3
#10 opened about 1 year ago by
shimmyshimmer

Updated Dynamic DeepSeek-V3.1 GGUFs - even better performance than before! 🐋

pinned
🚀🔥 6
6
#9 opened about 1 year ago by
shimmyshimmer

Issues encountered when deploying the model using SGlang

#11 opened about 1 year ago by
qqyyds

How to turn on thinking in LM Studio with ds 3.1?

1
#7 opened about 1 year ago by
10mmlover

Damn, TQ1_0, that's brave :)

1
#6 opened about 1 year ago by
ilintar

size matters.

👍 1
1
#5 opened about 1 year ago by
LeroyDyer

changed tool call format?

1
#2 opened about 1 year ago by
CHNtentes

Thanks!

❤️ 2
5
#1 opened about 1 year ago by
segmond
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