What are the hardware requirements for Cogagent 9B 20241220?

Cogagent 9B 20241220 requires approximately 27.9 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Cogagent 9B 20241220 and how large is it?

Cogagent 9B 20241220 is developed by zai-org, a model with 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 Cogagent 9B 20241220?

Cogagent 9B 20241220 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Cogagent 9B 20241220 by zai-org — VRAM 27.9GB

Name: Cogagent 9B 20241220
Author: zai-org

Cogagent 9B 20241220 is an open-source language model by zai-org. Features: 9b LLM, VRAM: 27.9GB, License: other, LLM Explorer Score: 0.18.

Arxiv:2311.03079 Arxiv:2312.08914 Base model:finetune:zai-org/gl... Base model:zai-org/glm-4v-9b Chatglm Custom code En Feature-extraction Image-text-to-text Region:us Safetensors Sharded Tensorflow Zh

Model Card on HF 🤗: https://huggingface.co/zai-org/cogagent-9b-20241220

Cogagent 9B 20241220 Parameters and Internals

LLM Name	Cogagent 9B 20241220
Repository 🤗	https://huggingface.co/zai-org/cogagent-9b-20241220
Base Model(s)	THUDM/glm-4v-9b THUDM/glm-4v-9b
Model Size	9b
Required VRAM	27.9 GB
Updated	2026-08-08
Maintainer	zai-org
Model Type	chatglm
Model Files	5.0 GB: 1-of-6 4.9 GB: 2-of-6 4.9 GB: 3-of-6 5.0 GB: 4-of-6 5.0 GB: 5-of-6 3.1 GB: 6-of-6
Supported Languages	zh en
Model Architecture	ChatGLMForConditionalGeneration
License	other
Model Max Length	8192
Transformers Version	4.48.0.dev0
Tokenizer Class	ChatGLM4Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151552
Torch Data Type	bfloat16

Rank the Cogagent 9B 20241220 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

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