What are the hardware requirements for Universal Prompt Enhancer 0.8B?

Universal Prompt Enhancer 0.8B requires approximately 1.7 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Universal Prompt Enhancer 0.8B and how large is it?

Universal Prompt Enhancer 0.8B is developed by shantanugoel, a model with 0.8b 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 Universal Prompt Enhancer 0.8B?

Universal Prompt Enhancer 0.8B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Universal Prompt Enhancer 0.8B by shantanugoel — VRAM 1.7GB

Name: Universal Prompt Enhancer 0.8B
Author: shantanugoel

Universal Prompt Enhancer 0.8B is an open-source language model by shantanugoel. Features: 0.8b LLM, VRAM: 1.7GB, License: other, LLM Explorer Score: 0.27.

Ar Base model:finetune:qwen/qwen3... Base model:qwen/qwen3.5-0.8b Conversational Dataset:shantanugoel/universal... De En Endpoints compatible Es Fr Hi Image-text-to-text Ja Ko Multimodal Prompt-enhancement Pt Qwen3 5 Region:us Research Safetensors Zh

Model Card on HF 🤗: https://huggingface.co/shantanugoel/Universal-Prompt-Enhancer-0.8B

Universal Prompt Enhancer 0.8B Parameters and Internals

LLM Name	Universal Prompt Enhancer 0.8B
Repository 🤗	https://huggingface.co/shantanugoel/Universal-Prompt-Enhancer-0.8B
Base Model(s)	Qwen/Qwen3.5-0.8B Qwen/Qwen3.5-0.8B
Model Size	0.8b
Required VRAM	1.7 GB
Updated	2026-10-20
Maintainer	shantanugoel
Model Type	qwen3_5
Model Files	1.7 GB
Supported Languages	en hi es fr ja zh ko ar de pt
Model Architecture	Qwen3_5ForConditionalGeneration
License	other
Model Max Length	262144
Transformers Version	5.18.0
Tokenizer Class	Qwen3_5Tokenizer
Padding Token	<\|endoftext\|>
Errors	replace

Rank the Universal Prompt Enhancer 0.8B 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 Universal Prompt Enhancer 0.8B

Best Alternatives	Context / RAM	Downloads	Likes
OvisOCR2	0K / 1.7 GB	215996	498
Qwen3.5 0.8B	0K / 1.8 GB	2839884	655
MinerU2.5 Flash 0.8B	0K / 1.7 GB	23	1
LightOnOCR 3 0.8B	0K / 1.7 GB	1318	48
Qwen3.5 0.8B Base	0K / 1.8 GB	828054	92
Xiaomi OCR 0	0K / 1.8 GB	933	15
Tev1 0.8B Onnx Webgpu	0K / GB	1336	1
Tev1 0.8B Experimental	0K / 1.8 GB	644	9
OneJev 0.8B	0K / 2.2 GB	1101	2
Intern Decision 0.8B	0K / 0.2 GB	242	16

Note: green Score (e.g. "73.2") means that the model is better than shantanugoel/Universal-Prompt-Enhancer-0.8B.