What are the hardware requirements for VISION Ornith 1.5 9B?

VISION Ornith 1.5 9B requires approximately 0.1 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed VISION Ornith 1.5 9B and how large is it?

VISION Ornith 1.5 9B is developed by SpiritKing, a model with 9b 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 VISION Ornith 1.5 9B?

VISION Ornith 1.5 9B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

VISION Ornith 1.5 9B by SpiritKing — VRAM 0.1GB

Name: VISION Ornith 1.5 9B
Author: SpiritKing

VISION Ornith 1.5 9B is an open-source language model by SpiritKing. Features: 9b LLM, VRAM: 0.1GB, License: mit, LLM Explorer Score: 0.28.

Base model:adapter:ornith-ai/o... Base model:ornith-ai/ornith-1.... Conversational Dataset:spiritking/vision-v2-a... En Lora Peft Region:us Safetensors Vision

Model Card on HF 🤗: https://huggingface.co/SpiritKing/VISION-Ornith-1.5-9B

VISION Ornith 1.5 9B Parameters and Internals

LLM Name	VISION Ornith 1.5 9B
Repository 🤗	https://huggingface.co/SpiritKing/VISION-Ornith-1.5-9B
Base Model(s)	ornith-ai/Ornith-1.5-9B ornith-ai/Ornith-1.5-9B
Model Size	9b
Required VRAM	0.1 GB
Updated	2026-10-25
Maintainer	SpiritKing
Model Files	0.1 GB
Supported Languages	en
Model Architecture	AutoModel
License	mit
Model Max Length	262144
Is Biased	none
Tokenizer Class	Qwen3_5Tokenizer
Padding Token	<\|endoftext\|>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	in_proj_z\|gate_proj\|o_proj\|q_proj\|up_proj\|down_proj\|out_proj\|k_proj\|in_proj_qkv\|v_proj
LoRA Alpha	32
LoRA Dropout	0.05
R Param	16
Errors	replace

Rank the VISION Ornith 1.5 9B 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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