Instructions to use shafire/SpectraMind with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use shafire/SpectraMind 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 shafire/SpectraMind:F16 # Run inference directly in the terminal: llama cli -hf shafire/SpectraMind:F16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf shafire/SpectraMind:F16 # Run inference directly in the terminal: llama cli -hf shafire/SpectraMind:F16
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 shafire/SpectraMind:F16 # Run inference directly in the terminal: ./build/bin/llama cli -hf shafire/SpectraMind:F16
Use Docker
docker model run hf.co/shafire/SpectraMind:F16
- Llama new
- LM Studio
- Jan
- Ollama
How to use shafire/SpectraMind with Ollama:
ollama run hf.co/shafire/SpectraMind:F16
- Unsloth Desktop
- Docker Model Runner
How to use shafire/SpectraMind with Docker Model Runner:
docker model run hf.co/shafire/SpectraMind:F16
- Lemonade
How to use shafire/SpectraMind with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull shafire/SpectraMind:F16
Run and chat with the model
lemonade run user.SpectraMind-F16
List all available models
lemonade list
- Atomic Chat
Update README.md
Browse files
README.md
CHANGED
|
@@ -6,7 +6,7 @@ license: apache-2.0
|
|
| 6 |
**SpectraMind Quantum LLM** **GGUF-Compatible and Fully Optimized**
|
| 7 |
|
| 8 |
|
| 9 |
-
**
|
| 10 |
|
| 11 |

|
| 12 |
|
|
|
|
| 6 |
**SpectraMind Quantum LLM** **GGUF-Compatible and Fully Optimized**
|
| 7 |
|
| 8 |
|
| 9 |
+
**SPECTRA.**
|
| 10 |
|
| 11 |

|
| 12 |
|