What are the hardware requirements for Toyllama 50M?

Toyllama 50M requires approximately 0.2 GB of VRAM and supports a context window of 0.3K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Toyllama 50M and how large is it?

Toyllama 50M is developed by sapbot, a model with 50m 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 Toyllama 50M?

Toyllama 50M is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Toyllama 50M by sapbot — VRAM 0.2GB, 0.3K context

Name: Toyllama 50M
Author: sapbot

Toyllama 50M is an open-source language model by sapbot. Features: 50m LLM, VRAM: 0.2GB, Context: 0.3K, License: cc0-1.0, LLM Explorer Score: 0.24.

Dataset:cornell-movie-review-d... Dataset:eleutherai/lambada ope... Dataset:gaianet/bible bot Dataset:gaianet/paris Dataset:gaianet/trumpvsharris Dataset:krinal/fifa 2022 Dataset:prayslaks/wikimedia wi... Dataset:roneneldan/tinystories Dataset:stas/openwebtext-10k En Endpoints compatible Llama Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/sapbot/toyllama-50m

Toyllama 50M Parameters and Internals

LLM Name	Toyllama 50M
Repository 🤗	https://huggingface.co/sapbot/toyllama-50m
Model Size	50m
Required VRAM	0.2 GB
Updated	2026-07-30
Maintainer	sapbot
Model Type	llama
Model Files	0.2 GB
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	cc0-1.0
Context Length	256
Model Max Length	256
Transformers Version	4.57.1
Tokenizer Class	GPT2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	50257

Rank the Toyllama 50M 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 Toyllama 50M

Best Alternatives	Context / RAM	Downloads	Likes
Nyun C2 Llama3 50B	8K / 100.8 GB	8	11
Supra Router 51M	5K / 0.1 GB	2299	129
Supra 1.5 50M Instruct Exp	5K / 0.1 GB	2307	49
Supra1.5 50M Instruct Exp	5K / 0.1 GB	2023	49
Supra 1.5 50M Base Exp	5K / 0.2 GB	1738	18
Supra1.5 50M Base Exp	5K / 0.2 GB	1294	22
Supra Title 50M Pre	5K / 0.1 GB	248	8
Nawah Math Reasoning	2K / 0.2 GB	482	2
Nawah 50M RAG Support 2K	2K / 0.1 GB	546	1
Tashkeel 50M	2K / 0.1 GB	249	1

Note: green Score (e.g. "73.2") means that the model is better than sapbot/toyllama-50m.