What are the hardware requirements for Gemma 4 E2B It Text Only?

Gemma 4 E2B It Text Only requires approximately 9.3 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 Gemma 4 E2B It Text Only and how large is it?

Gemma 4 E2B It Text Only is developed by principled-intelligence, a model with 4.6b 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 Gemma 4 E2B It Text Only?

Gemma 4 E2B It Text Only is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Gemma 4 E2B It Text Only by principled-intelligence — VRAM 9.3GB, 128K context

Name: Gemma 4 E2B It Text Only
Author: principled-intelligence

Gemma 4 E2B It Text Only is an open-source language model by principled-intelligence. Features: 4.6b LLM, VRAM: 9.3GB, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.27.

Endpoints compatible Feature-extraction Gemma4 text Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/principled-intelligence/gemma-4-E2B-it-text-only

Gemma 4 E2B It Text Only Parameters and Internals

LLM Name	Gemma 4 E2B It Text Only
Repository 🤗	https://huggingface.co/principled-intelligence/gemma-4-E2B-it-text-only
Model Size	4.6b
Required VRAM	9.3 GB
Updated	2026-08-07
Maintainer	principled-intelligence
Model Type	gemma4_text
Model Files	9.3 GB
Model Architecture	Gemma4TextModel
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	5.5.0
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	262144

Rank the Gemma 4 E2B It Text Only 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 Gemma 4 E2B It Text Only

Best Alternatives	Context / RAM	Downloads	Likes
Gemma 4 E2B It Textonly	128K / 9.3 GB	55	4