GLM 4.6 REAP 252B A32B

47
4
252.0B
2 languages
license:mit
by
cerebras
Language Model
OTHER
252B params
New
47 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
564GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
235GB+ RAM

Code Examples

🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
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    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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🚀 Deploymentbashvllm
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    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel
🚀 Deploymentbashvllm
vllm serve cerebras/GLM-4.6-REAP-252B-A32B \
    --tensor-parallel-size 8 \
    --tool-call-parser glm45 \
    --enable-auto-tool-choice \
    --enable-expert-parallel

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