What are the hardware requirements for TinyStories 45M?

TinyStories 45M requires approximately 0.2 GB of VRAM and supports a context window of 0.5K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed TinyStories 45M and how large is it?

TinyStories 45M is developed by razor5050, a model with 45m 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 TinyStories 45M?

TinyStories 45M is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

TinyStories 45M by razor5050 — VRAM 0.2GB, 0.5K context

Name: TinyStories 45M
Author: razor5050

TinyStories 45M is an open-source language model by razor5050. Features: 45m LLM, VRAM: 0.2GB, Context: 0.5K, License: apache-2.0, LLM Explorer Score: 0.24.

Base model:finetune:razor5050/... Base model:razor5050/tinystori... Dataset:roneneldan/tinystories Dataset:roneneldan/tinystories... En Endpoints compatible Llama Region:us Safetensors Small-language-model Tinystories

Model Card on HF 🤗: https://huggingface.co/razor5050/TinyStories-45M

TinyStories 45M Parameters and Internals

LLM Name	TinyStories 45M
Repository 🤗	https://huggingface.co/razor5050/TinyStories-45M
Base Model(s)	TinyStories 45M razor5050/TinyStories-45M
Model Size	45m
Required VRAM	0.2 GB
Updated	2026-07-08
Maintainer	razor5050
Model Type	llama
Model Files	0.2 GB 0.0 GB
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	512
Model Max Length	512
Transformers Version	4.44.2
Tokenizer Class	custom_tokenizer.TinyStoriesTokenizer
Padding Token	<pad>
Vocabulary Size	16384
Torch Data Type	float32

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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

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