What are the hardware requirements for Uraion Forge 2B?

Uraion Forge 2B requires approximately 5 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 Uraion Forge 2B and how large is it?

Uraion Forge 2B is developed by UraionLabs, a model with 2b 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 Uraion Forge 2B?

Uraion Forge 2B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Uraion Forge 2B by UraionLabs — VRAM 5GB, 128K context

Name: Uraion Forge 2B
Author: UraionLabs

Uraion Forge 2B is an open-source language model by UraionLabs. Features: 2b LLM, VRAM: 5GB, Context: 128K, License: apache-2.0, LLM Explorer Score: 0.28.

Agent Base model:finetune:openbmb/mi... Base model:openbmb/minicpm5-2b Chain-of-thought Code-generation Conversational Cot Edge-ai En Endpoints compatible Function-calling Llama Pytorch Reasoning Region:us Safetensors Tool-use Uraionlabs

Model Card on HF 🤗: https://huggingface.co/UraionLabs/uraion-forge-2b

Uraion Forge 2B Parameters and Internals

LLM Name	Uraion Forge 2B
Repository 🤗	https://huggingface.co/UraionLabs/uraion-forge-2b
Base Model(s)	MiniCPM5 2B openbmb/MiniCPM5-2B
Model Size	2b
Required VRAM	5 GB
Updated	2026-09-14
Maintainer	UraionLabs
Model Type	llama
Model Files	5.0 GB
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	5.6.2
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	</s>
Vocabulary Size	130560
Torch Data Type	bfloat16

Rank the Uraion Forge 2B 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

Quantized Models of the Uraion Forge 2B

Model	Likes	Downloads	VRAM
MiniCPM5 2B Super Lora	1	41	0 GB

Best Alternatives to Uraion Forge 2B

Best Alternatives	Context / RAM	Downloads	Likes
MiniCPM5 2B Base	512K / 5 GB	54	17
MiniCPM5 2B	128K / 5 GB	2879	623
Klyrune 2B Cyber	128K / 5 GB	815	1
Colgrep Agent 2B	128K / 5 GB	314	31
Huihui MiniCPM5 2B Abliterated	128K / 5 GB	968	19
...iniCPM5 2B RotSVDMix Quantized	128K / 2 GB	1389	1
MiniCPM5 2B Heretic Ara	128K / 5 GB	683	0
Klyrune 2B Coder	128K / 5 GB	132	1
Klyrune 2B General	128K / 5.1 GB	111	1
Xor Lite	128K / 5 GB	484	3

Note: green Score (e.g. "73.2") means that the model is better than UraionLabs/uraion-forge-2b.