What are the hardware requirements for GLM 4.6 Flash Text?

GLM 4.6 Flash Text requires approximately 4.1 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed GLM 4.6 Flash Text and how large is it?

GLM 4.6 Flash Text is developed by sartajbhuvaji, a model with 9.4b 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 4.6 Flash Text?

GLM 4.6 Flash Text is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

GLM 4.6 Flash Text by sartajbhuvaji — VRAM 4.1GB, 128K context

Name: GLM 4.6 Flash Text
Author: sartajbhuvaji

GLM 4.6 Flash Text is an open-source language model by sartajbhuvaji. Features: 9.4b LLM, VRAM: 4.1GB, Context: 128K, License: mit, Quantized.

Base model:finetune:zai-org/gl... Base model:zai-org/glm-4.6v-fl... Conversational En Endpoints compatible Gguf Glm Glm4 Pruning Quantized Region:us Safetensors Vision Vision-removed Zh

Model Card on HF 🤗: https://huggingface.co/sartajbhuvaji/GLM-4.6-Flash-text

GLM 4.6 Flash Text Parameters and Internals

LLM Name	GLM 4.6 Flash Text
Repository 🤗	https://huggingface.co/sartajbhuvaji/GLM-4.6-Flash-text
Base Model(s)	zai-org/GLM-4.6V-Flash zai-org/GLM-4.6V-Flash
Model Size	9.4b
Required VRAM	4.1 GB
Updated	2026-08-23
Maintainer	sartajbhuvaji
Model Type	glm4
Model Files	4.9 GB 4.9 GB 4.9 GB 4.1 GB
Supported Languages	en zh
GGUF Quantization	Yes
Quantization Type	gguf
Model Architecture	Glm4ForCausalLM
License	mit
Context Length	131072
Model Max Length	131072
Transformers Version	5.16.0.dev0
Tokenizer Class	PreTrainedTokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151552

Rank the GLM 4.6 Flash Text 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 4.6 Flash Text

Best Alternatives	Context / RAM	Downloads	Likes
Glm Muse Feral V2	32K / 18.8 GB	16	1
Glm Muse V5	32K / 18.8 GB	25	1
Glm Muse Feral	32K / 18.8 GB	10	0
Glm Muse V6	32K / 18.8 GB	14	0

Note: green Score (e.g. "73.2") means that the model is better than sartajbhuvaji/GLM-4.6-Flash-text.