What are the hardware requirements for LissaNano Instruct?

LissaNano Instruct requires approximately 0.1 GB of VRAM and supports a context window of 1K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed LissaNano Instruct and how large is it?

LissaNano Instruct is developed by CastIronMind, a model with 32m 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 LissaNano Instruct?

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

LissaNano Instruct by CastIronMind — VRAM 0.1GB, 1K context

Name: LissaNano Instruct
Author: CastIronMind

LissaNano Instruct is an open-source language model by CastIronMind. Features: 32m LLM, VRAM: 0.1GB, Context: 1K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.31.

Character Edge-deployment En Endpoints compatible Fanfiction From-scratch Instruct Lissa Llama Mlp My-little-pony Region:us Roleplay Rp Safetensors Small-language-model

Model Card on HF 🤗: https://huggingface.co/CastIronMind/LissaNano-Instruct

LissaNano Instruct Parameters and Internals

LLM Name	LissaNano Instruct
Repository 🤗	https://huggingface.co/CastIronMind/LissaNano-Instruct
Model Size	32m
Required VRAM	0.1 GB
Updated	2026-10-27
Maintainer	CastIronMind
Model Type	llama
Instruction-Based	Yes
Model Files	0.1 GB
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	1024
Model Max Length	1024
Transformers Version	5.16.1
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
Vocabulary Size	16384

Rank the LissaNano Instruct capabilities

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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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...ONE 3.5 32B Instruct Llamafied	32K / 63.7 GB	12	6