What are the hardware requirements for Hiraya 1 Reasoning?

Hiraya 1 Reasoning requires approximately 1.8 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Hiraya 1 Reasoning and how large is it?

Hiraya 1 Reasoning 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 Reasoning?

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

Hiraya 1 Reasoning by DeepNarra — VRAM 1.8GB

Name: Hiraya 1 Reasoning
Author: DeepNarra

Hiraya 1 Reasoning is an open-source language model by DeepNarra. Features: 908.6m LLM, VRAM: 1.8GB, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.33.

0.9b 908m Base model:deepnarra/hiraya-1-... Base model:finetune:deepnarra/... Coconut Continuous-latent Dataset:cohereforai/aya collec... Dataset:huggingfacefw/fineweb-... Dataset:huggingfaceh4/no robot... Dataset:m-a-p/codefeedback-fil... Deepnarra En Endpoints compatible Grpo H-moe Hiraya Instruct Multilingual Reasoning Region:us Safetensors Sympy-cas V1.0

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

Hiraya 1 Reasoning Parameters and Internals

LLM Name	Hiraya 1 Reasoning
Repository 🤗	https://huggingface.co/DeepNarra/Hiraya-1-Reasoning
Base Model(s)	Hiraya 1 Instruct DeepNarra/Hiraya-1-Instruct
Model Size	908.6m
Required VRAM	1.8 GB
Updated	2026-10-28
Maintainer	DeepNarra
Instruction-Based	Yes
Model Files	1.8 GB
Supported Languages	en
Model Architecture	AutoModel
License	apache-2.0
Tokenizer Class	TokenizersBackend
Padding Token	<pad>
Vocabulary Size	32004

Rank the Hiraya 1 Reasoning 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

Best Alternatives to Hiraya 1 Reasoning

Best Alternatives	Context / RAM	Downloads	Likes
Hiraya 1 Instruct	0K / 3.5 GB	1220	0
Hiraya 1 H MoE	0K / 3.6 GB	182	0

Note: green Score (e.g. "73.2") means that the model is better than DeepNarra/Hiraya-1-Reasoning.