What are the hardware requirements for GLM 5.3 EXL3 K4 V1?

GLM 5.3 EXL3 K4 V1 requires approximately 386.9 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 GLM 5.3 EXL3 K4 V1 and how large is it?

GLM 5.3 EXL3 K4 V1 is developed by wrldsuksgo2mars, a model with 210.2b 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 GLM 5.3 EXL3 K4 V1?

GLM 5.3 EXL3 K4 V1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

GLM 5.3 EXL3 K4 V1 by wrldsuksgo2mars — VRAM 386.9GB, 1024K context

Name: GLM 5.3 EXL3 K4 V1
Author: wrldsuksgo2mars

GLM 5.3 EXL3 K4 V1 is an open-source language model by wrldsuksgo2mars. Features: 210.2b LLM, VRAM: 386.9GB, Context: 1024K, License: other, MoE, LLM Explorer Score: 0.3.

4-bit Base model:quantized:zai-org/g... Base model:zai-org/glm-5.3 Conversational En Exl3 Glm Glm-5.3 Glm moe dsa Moe Region:us Safetensors Sharded Tensorflow Zh

Model Card on HF 🤗: https://huggingface.co/wrldsuksgo2mars/GLM-5.3-EXL3-K4-v1

GLM 5.3 EXL3 K4 V1 Parameters and Internals

LLM Name	GLM 5.3 EXL3 K4 V1
Repository 🤗	https://huggingface.co/wrldsuksgo2mars/GLM-5.3-EXL3-K4-v1
Base Model(s)	zai-org/GLM-5.3 zai-org/GLM-5.3
Model Size	210.2b
Required VRAM	386.9 GB
Updated	2026-09-01
Maintainer	wrldsuksgo2mars
Model Type	glm_moe_dsa
Model Files	8.6 GB: 1-of-46 8.6 GB: 2-of-46 8.6 GB: 3-of-46 8.6 GB: 4-of-46 8.6 GB: 5-of-46 8.6 GB: 6-of-46 8.6 GB: 7-of-46 8.6 GB: 8-of-46 8.6 GB: 9-of-46 8.6 GB: 10-of-46 8.6 GB: 11-of-46 8.6 GB: 12-of-46 8.6 GB: 13-of-46 8.6 GB: 14-of-46 8.6 GB: 15-of-46 8.6 GB: 16-of-46 8.6 GB: 17-of-46 8.6 GB: 18-of-46 8.6 GB: 19-of-46 8.6 GB: 20-of-46 8.6 GB: 21-of-46 8.6 GB: 22-of-46 8.6 GB: 23-of-46 8.6 GB: 24-of-46 8.6 GB: 25-of-46 8.6 GB: 26-of-46 8.6 GB: 27-of-46 8.6 GB: 28-of-46 8.6 GB: 29-of-46 8.5 GB: 30-of-46 8.6 GB: 31-of-46 8.6 GB: 32-of-46 8.6 GB: 33-of-46 8.6 GB: 34-of-46 8.6 GB: 35-of-46 8.6 GB: 36-of-46 8.6 GB: 37-of-46 8.6 GB: 38-of-46 8.6 GB: 39-of-46 8.6 GB: 40-of-46 8.6 GB: 41-of-46 8.6 GB: 42-of-46 8.6 GB: 43-of-46 8.6 GB: 44-of-46 8.6 GB: 45-of-46
Supported Languages	en zh
Model Architecture	GlmMoeDsaForCausalLM
License	other
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