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

GLM 4 32B 0414 Bnb 4bit requires approximately 19.6 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 Bnb 4bit and how large is it?

GLM 4 32B 0414 Bnb 4bit 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 Bnb 4bit?

GLM 4 32B 0414 Bnb 4bit 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 Bnb 4bit by unsloth — VRAM 19.6GB, 32K context

Name: GLM 4 32B 0414 Bnb 4bit
Author: unsloth

GLM 4 32B 0414 Bnb 4bit is an open-source language model by unsloth. Features: 32b LLM, VRAM: 19.6GB, Context: 32K, License: mit, Quantized, LLM Explorer Score: 0.18.

4-bit 4bit Autotrain compatible Base model:quantized:thudm/glm... Base model:thudm/glm-4-32b-041... Bitsandbytes Conversational En Endpoints compatible Glm4 Quantized Region:us Safetensors Sharded Tensorflow Unsloth Zh

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

GLM 4 32B 0414 Bnb 4bit Parameters and Internals

LLM Name	GLM 4 32B 0414 Bnb 4bit
Repository 🤗	https://huggingface.co/unsloth/GLM-4-32B-0414-bnb-4bit
Base Model(s)	GLM 4 32B 0414 THUDM/GLM-4-32B-0414
Model Size	32b
Required VRAM	19.6 GB
Updated	2025-09-23
Maintainer	unsloth
Model Type	glm4
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 4.9 GB: 3-of-4 4.7 GB: 4-of-4
Supported Languages	zh en
Quantization Type	4bit
Model Architecture	Glm4ForCausalLM
License	mit
Context Length	32768
Model Max Length	32768
Transformers Version	4.52.0.dev0
Tokenizer Class	PreTrainedTokenizer
Padding Token	[MASK]
Vocabulary Size	151552
Torch Data Type	bfloat16

Rank the GLM 4 32B 0414 Bnb 4bit capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
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Data Analysis and Insight Generation
Text Generation
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Multi-Language Support and Translation

Best Alternatives to GLM 4 32B 0414 Bnb 4bit

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 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
GLM Z1 32B 0414 Heretic V1	32K / 65.2 GB	5	0

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