What are the hardware requirements for Tiny2GPT?

Tiny2GPT requires approximately 0.5 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Tiny2GPT and how large is it?

Tiny2GPT is developed by kulia-moon, a model with 124.4m 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 Tiny2GPT?

Tiny2GPT is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Tiny2GPT by kulia-moon — VRAM 0.5GB

Name: Tiny2GPT
Author: kulia-moon

Tiny2GPT is an open-source language model by kulia-moon. Features: 124.4m LLM, VRAM: 0.5GB, License: mit, LLM Explorer Score: 0.17.

Base model:finetune:openai-com... Base model:openai-community/gp... En Endpoints compatible Gpt2 Region:us Safetensors Text2gpt Words

Model Card on HF 🤗: https://huggingface.co/kulia-moon/tiny2GPT

Tiny2GPT Parameters and Internals

LLM Name	Tiny2GPT
Repository 🤗	https://huggingface.co/kulia-moon/tiny2GPT
Base Model(s)	Gpt2 openai-community/gpt2
Model Size	124.4m
Required VRAM	0.5 GB
Updated	2026-08-06
Maintainer	kulia-moon
Model Type	gpt2
Model Files	0.5 GB
Supported Languages	en
Model Architecture	GPT2LMHeadModel
License	mit
Model Max Length	1024
Transformers Version	4.50.3
Tokenizer Class	GPT2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	50257
Torch Data Type	float32
Activation Function	gelu_new
Errors	replace

Rank the Tiny2GPT 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 Tiny2GPT

Best Alternatives	Context / RAM	Downloads	Likes
Thai Qa Lab Model	0K / 0.5 GB	475	1
Artificial Stupidity	0K / 0.5 GB	764	2
Deepsol Clawd Code	0K / 0.2 GB	161	0
Receitas Gpt2 Pt	0K / 0.5 GB	326	1
Gpt2 Scratch	0K / 0.5 GB	9	0
Lr 2e 04 V2.0	0K / 0.5 GB	20	0
Gpt2 Irish Folk Tune Generator	0K / 0.5 GB	36	1
Tinystories 5090	0K / 0.2 GB	24	0
CalmaCatLM 2 Mini	0K / 0.5 GB	15	1
CalmaCatLM 2 Mini	0K / 0.5 GB	0	1

Note: green Score (e.g. "73.2") means that the model is better than kulia-moon/tiny2GPT.