Instructions to use mradermacher/SpydazWebAI_QuietStar_Project-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mradermacher/SpydazWebAI_QuietStar_Project-GGUF with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("mradermacher/SpydazWebAI_QuietStar_Project-GGUF", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use mradermacher/SpydazWebAI_QuietStar_Project-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 mradermacher/SpydazWebAI_QuietStar_Project-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf mradermacher/SpydazWebAI_QuietStar_Project-GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf mradermacher/SpydazWebAI_QuietStar_Project-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf mradermacher/SpydazWebAI_QuietStar_Project-GGUF:Q4_K_M
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 mradermacher/SpydazWebAI_QuietStar_Project-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf mradermacher/SpydazWebAI_QuietStar_Project-GGUF:Q4_K_M
Use Docker
docker model run hf.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF:Q4_K_M
- Llama new
- LM Studio
- Jan
- Ollama
How to use mradermacher/SpydazWebAI_QuietStar_Project-GGUF with Ollama:
ollama run hf.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use mradermacher/SpydazWebAI_QuietStar_Project-GGUF with Docker Model Runner:
docker model run hf.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF:Q4_K_M
- Lemonade
How to use mradermacher/SpydazWebAI_QuietStar_Project-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull mradermacher/SpydazWebAI_QuietStar_Project-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.SpydazWebAI_QuietStar_Project-GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q3_K_S.gguf) | Q3_K_S | 3.3 | |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q3_K_L.gguf) | Q3_K_L | 3.9 | |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q5_K_S.gguf) | Q5_K_S | 5.1 | |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q6_K.gguf) | Q6_K | 6.0 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.f16.gguf) | f16 | 14.6 | 16 bpw, overkill |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q3_K_S.gguf) | Q3_K_S | 3.3 | |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q3_K_L.gguf) | Q3_K_L | 3.9 | |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.IQ4_XS.gguf) | IQ4_XS | 4.0 | |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.2 | fast on arm, low quality |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q5_K_S.gguf) | Q5_K_S | 5.1 | |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q5_K_M.gguf) | Q5_K_M | 5.2 | |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q6_K.gguf) | Q6_K | 6.0 | very good quality |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality |
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| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_QuietStar_Project-GGUF/resolve/main/SpydazWebAI_QuietStar_Project.f16.gguf) | f16 | 14.6 | 16 bpw, overkill |
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