What are the hardware requirements for Keys GLM 5.3 EXL3?

Keys GLM 5.3 EXL3 requires approximately 330 GB of VRAM and supports a context window of 1024K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Keys GLM 5.3 EXL3 and how large is it?

Keys GLM 5.3 EXL3 is developed by drowzeys, a model with 165b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Keys GLM 5.3 EXL3?

Keys GLM 5.3 EXL3 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Keys GLM 5.3 EXL3 by drowzeys — VRAM 330GB, 1024K context

Name: Keys GLM 5.3 EXL3
Author: drowzeys

Keys GLM 5.3 EXL3 is an open-source language model by drowzeys. Features: 165b LLM, VRAM: 330GB, Context: 1024K, License: mit, MoE, LLM Explorer Score: 0.33.

1m-context 3-bit Base model:quantized:zai-org/g... Base model:zai-org/glm-5.3 Conversational Dgx-spark Exl3 Exllamav3 Gb10 Glm-5.3 Glm moe dsa Moe Mtp Region:us Safetensors Sharded Tensorflow Vllm

Model Card on HF 🤗: https://huggingface.co/drowzeys/keys-GLM-5.3-EXL3

Keys GLM 5.3 EXL3 Parameters and Internals

LLM Name	Keys GLM 5.3 EXL3
Repository 🤗	https://huggingface.co/drowzeys/keys-GLM-5.3-EXL3
Base Model(s)	zai-org/GLM-5.3 zai-org/GLM-5.3
Model Size	165b
Required VRAM	330 GB
Updated	2026-09-05
Maintainer	drowzeys
Model Type	glm_moe_dsa
Model Files	8.4 GB: 1-of-41 8.1 GB: 2-of-41 8.1 GB: 3-of-41 8.1 GB: 4-of-41 8.1 GB: 5-of-41 8.1 GB: 6-of-41 8.1 GB: 7-of-41 8.1 GB: 8-of-41 8.1 GB: 9-of-41 8.1 GB: 10-of-41 8.1 GB: 11-of-41 8.1 GB: 12-of-41 8.1 GB: 13-of-41 8.1 GB: 14-of-41 8.1 GB: 15-of-41 8.1 GB: 16-of-41 8.1 GB: 17-of-41 8.1 GB: 18-of-41 8.1 GB: 19-of-41 8.1 GB: 20-of-41 8.1 GB: 21-of-41 8.1 GB: 22-of-41 8.1 GB: 23-of-41 8.1 GB: 24-of-41 8.1 GB: 25-of-41 8.1 GB: 26-of-41 8.1 GB: 27-of-41 8.1 GB: 28-of-41 8.1 GB: 29-of-41 8.1 GB: 30-of-41 8.1 GB: 31-of-41 8.1 GB: 32-of-41 8.1 GB: 33-of-41 8.1 GB: 34-of-41 8.1 GB: 35-of-41 8.1 GB: 36-of-41 8.1 GB: 37-of-41 8.1 GB: 38-of-41 2.0 GB: 39-of-41 19.9 GB: 40-of-41 0.0 GB: 41-of-41
Model Architecture	GlmMoeDsaForCausalLM
License	mit
Context Length	1048576
Model Max Length	1048576
Transformers Version	5.15.0
Vocabulary Size	154880

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation