What are the hardware requirements for ContextPilot E4B?

ContextPilot E4B requires approximately 15.9 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed ContextPilot E4B and how large is it?

ContextPilot E4B is developed by tencent, a model with 7.9b 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 ContextPilot E4B?

ContextPilot E4B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

ContextPilot E4B by tencent — VRAM 15.9GB

Name: ContextPilot E4B
Author: tencent

ContextPilot E4B is an open-source language model by tencent. Features: 7.9b LLM, VRAM: 15.9GB, License: other, LLM Explorer Score: 0.33.

Arxiv:2608.28476 Agent Base model:finetune:google/gem... Base model:google/gemma-4-e4b-... Context-management Conversational Endpoints compatible Gemma4 Image-text-to-text Region:us Safetensors Tool-use

Model Card on HF 🤗: https://huggingface.co/tencent/ContextPilot-E4B

ContextPilot E4B Parameters and Internals

LLM Name	ContextPilot E4B
Repository 🤗	https://huggingface.co/tencent/ContextPilot-E4B
Base Model(s)	Gemma 4 E4B It google/gemma-4-E4B-it
Model Size	7.9b
Required VRAM	15.9 GB
Updated	2026-09-01
Maintainer	tencent
Model Type	gemma4
Model Files	15.9 GB
Model Architecture	Gemma4ForConditionalGeneration
License	other
Transformers Version	5.5.4
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>

Rank the ContextPilot E4B 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 ContextPilot E4B

Best Alternatives	Context / RAM	Downloads	Likes
Firehouse Cactus 1.0	0K / 15.9 GB	736	0
Quatfit Mini	0K / 31.8 GB	1074	7
Gemma 4 E4B It Qat Bf16	0K / 15.9 GB	77	1
... 4 E4B It Qat Q4 0 Unquantized	0K / 15.9 GB	10950	27
... 4 E4B It Qat Q4 0 Unquantized	0K / 15.9 GB	1285	3
...t Q4 0 Unquantized Abliterated	0K / 15.9 GB	113	7

Note: green Score (e.g. "73.2") means that the model is better than tencent/ContextPilot-E4B.