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
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