What are the hardware requirements for Huihui GLM 5.3 Flash Abliterated NVFP4?

Huihui GLM 5.3 Flash Abliterated NVFP4 requires approximately 203.9 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Huihui GLM 5.3 Flash Abliterated NVFP4 and how large is it?

Huihui GLM 5.3 Flash Abliterated NVFP4 is developed by edp1096, a model with 168.9b 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 Huihui GLM 5.3 Flash Abliterated NVFP4?

Huihui GLM 5.3 Flash Abliterated NVFP4 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Huihui GLM 5.3 Flash Abliterated NVFP4 by edp1096 — VRAM 203.9GB

Name: Huihui GLM 5.3 Flash Abliterated NVFP4
Author: edp1096

Huihui GLM 5.3 Flash Abliterated NVFP4 is an open-source language model by edp1096. Features: 168.9b LLM, VRAM: 203.9GB, License: mit, Quantized, LLM Explorer Score: 0.3.

8-bit Base model:huihui-ai/glm-5.3-f... Base model:quantized:huihui-ai... Conversational Fp4 Gguf Glm-5 Glm5 next Image-text-to-text Model optimizer Modelopt Nvidia Quantized Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/edp1096/Huihui-GLM-5.3-Flash-abliterated-NVFP4

Huihui GLM 5.3 Flash Abliterated NVFP4 Parameters and Internals

LLM Name	Huihui GLM 5.3 Flash Abliterated NVFP4
Repository 🤗	https://huggingface.co/edp1096/Huihui-GLM-5.3-Flash-abliterated-NVFP4
Base Model(s)	nvidia/GLM-5.3-Flash-NVFP4 huihui-ai/GLM-5.3-Flash-abliterated-GGUF nvidia/GLM-5.3-Flash-NVFP4 huihui-ai/GLM-5.3-Flash-abliterated-GGUF
Model Size	168.9b
Required VRAM	203.9 GB
Updated	2026-09-30
Maintainer	edp1096
Model Type	glm5_next
Model Files	8.9 GB: 1-of-33 8.9 GB: 2-of-33 8.9 GB: 3-of-33 6.0 GB: 4-of-33 6.0 GB: 5-of-33 5.9 GB: 6-of-33 5.9 GB: 7-of-33 5.9 GB: 8-of-33 5.9 GB: 9-of-33 5.9 GB: 10-of-33 5.9 GB: 11-of-33 5.9 GB: 12-of-33 5.9 GB: 13-of-33 5.9 GB: 14-of-33 5.9 GB: 15-of-33 5.9 GB: 16-of-33 5.9 GB: 17-of-33 5.9 GB: 18-of-33 5.9 GB: 19-of-33 5.9 GB: 20-of-33 5.9 GB: 21-of-33 5.9 GB: 22-of-33 5.9 GB: 23-of-33 5.9 GB: 24-of-33 5.9 GB: 25-of-33 5.9 GB: 26-of-33 5.9 GB: 27-of-33 5.9 GB: 28-of-33 5.9 GB: 29-of-33 5.9 GB: 30-of-33 5.9 GB: 31-of-33 5.9 GB: 32-of-33 5.9 GB: 33-of-33
GGUF Quantization	Yes
Quantization Type	gguf
Model Architecture	Glm5NextForConditionalGeneration
License	mit
Model Max Length	1048576
Transformers Version	5.16.1
Tokenizer Class	TokenizersBackend
Padding Token	<\|endoftext\|>

Rank the Huihui GLM 5.3 Flash Abliterated NVFP4 capabilities

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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

Best Alternatives to Huihui GLM 5.3 Flash Abliterated NVFP4

Best Alternatives	Context / RAM	Downloads	Likes
GLM 5.3 Flash NVFP4	0K / 203.9 GB	3391	60

Note: green Score (e.g. "73.2") means that the model is better than edp1096/Huihui-GLM-5.3-Flash-abliterated-NVFP4.