Instructions to use juliusNice/cruise_lora_model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use juliusNice/cruise_lora_model with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("juliusNice/cruise_lora_model", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use juliusNice/cruise_lora_model 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 juliusNice/cruise_lora_model:F16
# Run inference directly in the terminal:
llama cli -hf juliusNice/cruise_lora_model:F16

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf juliusNice/cruise_lora_model:F16
# Run inference directly in the terminal:
llama cli -hf juliusNice/cruise_lora_model:F16

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf juliusNice/cruise_lora_model:F16
# Run inference directly in the terminal:
./llama-cli -hf juliusNice/cruise_lora_model:F16

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf juliusNice/cruise_lora_model:F16
# Run inference directly in the terminal:
./build/bin/llama-cli -hf juliusNice/cruise_lora_model:F16

Use Docker

docker model run hf.co/juliusNice/cruise_lora_model:F16

LM Studio
Jan
Ollama
How to use juliusNice/cruise_lora_model with Ollama:
```
ollama run hf.co/juliusNice/cruise_lora_model:F16
```
Unsloth Desktop
Docker Model Runner
How to use juliusNice/cruise_lora_model with Docker Model Runner:
```
docker model run hf.co/juliusNice/cruise_lora_model:F16
```

Lemonade

How to use juliusNice/cruise_lora_model with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull juliusNice/cruise_lora_model:F16

Run and chat with the model

lemonade run user.cruise_lora_model-F16

List all available models

lemonade list

Atomic Chat

cruise_lora_model / config.json

juliusNice

(Trained with Unsloth)

60f2f22 verified almost 2 years ago

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	{
	"model_type": "llama"
	}