Instructions to use QuantFactory/LongWriter-glm4-9b-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use QuantFactory/LongWriter-glm4-9b-GGUF with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="QuantFactory/LongWriter-glm4-9b-GGUF")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("QuantFactory/LongWriter-glm4-9b-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use QuantFactory/LongWriter-glm4-9b-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 QuantFactory/LongWriter-glm4-9b-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf QuantFactory/LongWriter-glm4-9b-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 QuantFactory/LongWriter-glm4-9b-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf QuantFactory/LongWriter-glm4-9b-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 QuantFactory/LongWriter-glm4-9b-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf QuantFactory/LongWriter-glm4-9b-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 QuantFactory/LongWriter-glm4-9b-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf QuantFactory/LongWriter-glm4-9b-GGUF:Q4_K_M

Use Docker

docker model run hf.co/QuantFactory/LongWriter-glm4-9b-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use QuantFactory/LongWriter-glm4-9b-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "QuantFactory/LongWriter-glm4-9b-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": "QuantFactory/LongWriter-glm4-9b-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/QuantFactory/LongWriter-glm4-9b-GGUF:Q4_K_M

SGLang

How to use QuantFactory/LongWriter-glm4-9b-GGUF with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "QuantFactory/LongWriter-glm4-9b-GGUF" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "QuantFactory/LongWriter-glm4-9b-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "QuantFactory/LongWriter-glm4-9b-GGUF" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "QuantFactory/LongWriter-glm4-9b-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Ollama
How to use QuantFactory/LongWriter-glm4-9b-GGUF with Ollama:
```
ollama run hf.co/QuantFactory/LongWriter-glm4-9b-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use QuantFactory/LongWriter-glm4-9b-GGUF with Docker Model Runner:
```
docker model run hf.co/QuantFactory/LongWriter-glm4-9b-GGUF:Q4_K_M
```

Lemonade

How to use QuantFactory/LongWriter-glm4-9b-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull QuantFactory/LongWriter-glm4-9b-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.LongWriter-glm4-9b-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

aashish1904 commited on Aug 26, 2024

Commit

bb054f7

verified ·

1 Parent(s): e489334

Update README.md

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README.md +0 -30

README.md CHANGED Viewed

@@ -1,36 +1,6 @@
 ---
-pipeline_tag: text-generation
-base_model: LongWriter-glm4-9b
-library_name: transformers
----
-![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeiuCm7c8lEwEJuRey9kiVZsRn2W-b4pWlu3-X534V3YmVuVc2ZL-NXg2RkzSOOS2JXGHutDuyyNAUtdJI65jGTo8jT9Y99tMi4H4MqL44Uc5QKG77B0d6-JfIkZHFaUA71-RtjyYZWVIhqsNZcx8-OMaA?key=xt3VSDoCbmTY7o-cwwOFwQ)
-# QuantFactory/LongWriter-glm4-9b-GGUF
-This is quantized version of [THUDM/LongWriter-glm4-9b](https://huggingface.co/THUDM/LongWriter-glm4-9b) created using llama.cpp
-# Original Model Card
----
-pipeline_tag: text-generation
-base_model: LongWriter-glm4-9b
-library_name: transformers
----
-![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeiuCm7c8lEwEJuRey9kiVZsRn2W-b4pWlu3-X534V3YmVuVc2ZL-NXg2RkzSOOS2JXGHutDuyyNAUtdJI65jGTo8jT9Y99tMi4H4MqL44Uc5QKG77B0d6-JfIkZHFaUA71-RtjyYZWVIhqsNZcx8-OMaA?key=xt3VSDoCbmTY7o-cwwOFwQ)
-# QuantFactory/LongWriter-glm4-9b-GGUF
-This is quantized version of [THUDM/LongWriter-glm4-9b](https://huggingface.co/THUDM/LongWriter-glm4-9b) created using llama.cpp
-# Original Model Card
----
 language:
 - en
 - zh

 ---
 language:
 - en
 - zh