Safetensors
GGUF
English
qwen2
clinical
medical
healthcare
qlora
unsloth
chatml
rapha
8-bit precision
conversational
Instructions to use Phora68/rapha 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 Phora68/rapha 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 Phora68/rapha:Q4_K_M # Run inference directly in the terminal: llama cli -hf Phora68/rapha:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Phora68/rapha:Q4_K_M # Run inference directly in the terminal: llama cli -hf Phora68/rapha: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 Phora68/rapha:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf Phora68/rapha:Q4_K_M
Use Docker
docker model run hf.co/Phora68/rapha:Q4_K_M
- Llama new
- LM Studio
- Jan
- Ollama
How to use Phora68/rapha with Ollama:
ollama run hf.co/Phora68/rapha:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use Phora68/rapha with Docker Model Runner:
docker model run hf.co/Phora68/rapha:Q4_K_M
- Lemonade
How to use Phora68/rapha with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Phora68/rapha:Q4_K_M
Run and chat with the model
lemonade run user.rapha-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Add merged fp16 model
Browse files
merged/config.json
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"tie_word_embeddings": true,
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"unsloth_version": "2026.8.
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"unsloth_version": "2026.8.4",
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"use_cache": true,
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"use_sliding_window": false,
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"vocab_size": 151936
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