Text Generation
Safetensors
English
glm4_moe
gptqmodel
modelcloud
chat
glm4.6
glm
instruct
int4
gptq
4bit
w4a16
conversational
4-bit precision
Instructions to use ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Local Apps
- vLLM
How to use ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1
- SGLang
How to use ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1 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 "ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1" \ --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": "ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1", "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 "ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1" \ --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": "ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1 with Docker Model Runner:
docker model run hf.co/ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1
This 4bit W4A16 model has been quantized by @Qubitum at ModelCloud using GPT-QModel.
SPDX-License-Identifier: NonCommercial-ModelCloud
Copyright (c) 2024–2025 ModelCloud.ai
Released for non-profit use only.
Commercial use requires permission from [@qubitium](https://x.com/qubitium).
ARC_Challenge and MMLU evals pending.
- Downloads last month
- 10
Model tree for ModelCloud/GLM-4.6-GPTQMODEL-W4A16-v1
Base model
zai-org/GLM-4.6