What are the hardware requirements for GLM 4 32B 0414 GGUF?

GLM 4 32B 0414 GGUF requires approximately 7.7 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed GLM 4 32B 0414 GGUF and how large is it?

GLM 4 32B 0414 GGUF is developed by unsloth, a model with 32b 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 4 32B 0414 GGUF?

GLM 4 32B 0414 GGUF is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

GLM 4 32B 0414 GGUF by unsloth — VRAM 7.7GB, 32K context

Name: GLM 4 32B 0414 GGUF
Author: unsloth

GLM 4 32B 0414 GGUF is an open-source language model by unsloth. Features: 32b LLM, VRAM: 7.7GB, Context: 32K, License: mit, Quantized, LLM Explorer Score: 0.2.

Conversational En Endpoints compatible Gguf Glm4 Imatrix Q2 Quantized Region:us Unsloth Zh

Model Card on HF 🤗: https://huggingface.co/unsloth/GLM-4-32B-0414-GGUF

GLM 4 32B 0414 GGUF Parameters and Internals

LLM Name	GLM 4 32B 0414 GGUF
Repository 🤗	https://huggingface.co/unsloth/GLM-4-32B-0414-GGUF
Base Model(s)	GLM 4 32B 0414 THUDM/GLM-4-32B-0414
Model Size	32b
Required VRAM	7.7 GB
Updated	2026-07-08
Maintainer	unsloth
Model Type	glm4
Model Files	18.6 GB 17.6 GB 12.3 GB 12.5 GB 15.9 GB 14.4 GB 18.6 GB 20.6 GB 19.7 GB 18.7 GB 23.1 GB 22.5 GB 26.7 GB 34.6 GB 8.3 GB 7.7 GB 11.5 GB 9.3 GB 13.0 GB 12.8 GB 16.3 GB 19.9 GB 23.1 GB 28.7 GB 39.5 GB
Supported Languages	zh en
GGUF Quantization	Yes
Quantization Type	gguf\|q2\|q4_k\|q5_k
Model Architecture	Glm4ForCausalLM
License	mit
Context Length	32768
Model Max Length	32768
Transformers Version	4.52.0.dev0
Vocabulary Size	151552
Torch Data Type	bfloat16

Rank the GLM 4 32B 0414 GGUF capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to GLM 4 32B 0414 GGUF

Best Alternatives	Context / RAM	Downloads	Likes
GLM 4 32B 0414 4bit DWQ	32K / 18.4 GB	19	3
GLM 4 32B 0414 4bit	32K / 18.4 GB	163	4
GLM 4 32B 0414 Bnb 4bit	32K / 19.6 GB	134	2
GLM 4 32B 0414 8bit	32K / 36.7 GB	94	6
GLM Z1 32B 0414 4bit	32K / 18.4 GB	61	2
...LM 4 32B 0414 Unsloth Bnb 4bit	32K / 20.3 GB	7	3
GLM Z1 Rumination 32B 0414	128K / 66.4 GB	1147	110
GLM Z1 Rumination 32B 0414	128K / 66.4 GB	235	118
GLM 4 32B 0414	32K / 65.7 GB	222429	459
GLM 4 32B 0414	32K / 65.7 GB	11900	487

Note: green Score (e.g. "73.2") means that the model is better than unsloth/GLM-4-32B-0414-GGUF.