Instructions to use bartowski/calme-3.2-instruct-78b-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use bartowski/calme-3.2-instruct-78b-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 bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf bartowski/calme-3.2-instruct-78b-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 bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M

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 bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M

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 bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M

Use Docker

docker model run hf.co/bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use bartowski/calme-3.2-instruct-78b-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "bartowski/calme-3.2-instruct-78b-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "bartowski/calme-3.2-instruct-78b-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M

Ollama
How to use bartowski/calme-3.2-instruct-78b-GGUF with Ollama:
```
ollama run hf.co/bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use bartowski/calme-3.2-instruct-78b-GGUF with Docker Model Runner:
```
docker model run hf.co/bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M
```

Lemonade

How to use bartowski/calme-3.2-instruct-78b-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull bartowski/calme-3.2-instruct-78b-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.calme-3.2-instruct-78b-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

bartowski commited on Dec 1, 2024

Commit

c842804

verified ·

1 Parent(s): dfe9d2c

Update metadata with huggingface_hub

Browse files

Files changed (1) hide show

README.md +15 -0

README.md CHANGED Viewed

@@ -1,6 +1,21 @@
 ---
 quantized_by: bartowski
 pipeline_tag: text-generation
 ---
 ## Llamacpp imatrix Quantizations of calme-3.2-instruct-78b

 ---
 quantized_by: bartowski
 pipeline_tag: text-generation
+license_link: https://huggingface.co/Qwen/Qwen2.5-72B-Instruct/blob/main/LICENSE
+base_model: MaziyarPanahi/calme-3.2-instruct-78b
+model_creator: MaziyarPanahi
+inference: false
+language:
+- en
+license: other
+model_name: calme-3.2-instruct-78b
+license_name: qwen
+tags:
+- chat
+- qwen
+- qwen2.5
+- finetune
+- english
 ---
 ## Llamacpp imatrix Quantizations of calme-3.2-instruct-78b