What are the hardware requirements for Hiraya 1 Instruct?

Hiraya 1 Instruct requires approximately 3.5 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Hiraya 1 Instruct and how large is it?

Hiraya 1 Instruct is developed by DeepNarra, a model with 908.6m 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 Hiraya 1 Instruct?

Hiraya 1 Instruct is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Hiraya 1 Instruct by DeepNarra — VRAM 3.5GB

Name: Hiraya 1 Instruct
Author: DeepNarra

Hiraya 1 Instruct is an open-source language model by DeepNarra. Features: 908.6m LLM, VRAM: 3.5GB, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.33.

0.9b 14-horizons 908m Agent Base model:deepnarra/hiraya-1-... Base model:finetune:deepnarra/... Chat Cua Dataset:cohereforai/aya collec... Dataset:huggingfacefw/fineweb-... Dataset:huggingfaceh4/no robot... Dataset:m-a-p/codefeedback-fil... Deepnarra En Endpoints compatible H-moe Hiraya Instruct Mua Multilingual Region:us Safetensors V1.0

Model Card on HF 🤗: https://huggingface.co/DeepNarra/Hiraya-1-Instruct

Hiraya 1 Instruct Parameters and Internals

LLM Name	Hiraya 1 Instruct
Repository 🤗	https://huggingface.co/DeepNarra/Hiraya-1-Instruct
Base Model(s)	Hiraya 1 H MoE DeepNarra/Hiraya-1-H-MoE
Model Size	908.6m
Required VRAM	3.5 GB
Updated	2026-10-28
Maintainer	DeepNarra
Instruction-Based	Yes
Model Files	3.5 GB
Supported Languages	en
Model Architecture	AutoModel
License	apache-2.0
Tokenizer Class	TokenizersBackend
Padding Token	<pad>
Vocabulary Size	32004

Rank the Hiraya 1 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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