What are the hardware requirements for Oryn V1?

Oryn V1 requires approximately 16.6 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Oryn V1 and how large is it?

Oryn V1 is developed by ohyeahmman, a model with 7b 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 Oryn V1?

Oryn V1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Oryn V1 by ohyeahmman — VRAM 16.6GB

Name: Oryn V1
Author: ohyeahmman

Oryn V1 is an open-source language model by ohyeahmman. Features: 7b LLM, VRAM: 16.6GB, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.31.

4bit Conversational En Endpoints compatible Image-text-to-text Instruct Quantized Qwen2 vl Region:us Safetensors Sharded Tensorflow Unsloth

Model Card on HF 🤗: https://huggingface.co/teamcognilabs/oryn-v1

Oryn V1 Parameters and Internals

LLM Name	Oryn V1
Repository 🤗	https://huggingface.co/teamcognilabs/oryn-v1
Base Model(s)	unsloth/qwen2-vl-7b-instruct-unsloth-bnb-4bit unsloth/qwen2-vl-7b-instruct-unsloth-bnb-4bit
Model Size	7b
Required VRAM	16.6 GB
Updated	2026-09-19
Maintainer	ohyeahmman
Model Type	qwen2_vl
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 4.9 GB: 3-of-4 1.7 GB: 4-of-4
Supported Languages	en
Quantization Type	4bit
Model Architecture	Qwen2VLForConditionalGeneration
License	apache-2.0
Model Max Length	32768
Transformers Version	5.16.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Errors	replace

Rank the Oryn V1 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 Oryn V1

Best Alternatives	Context / RAM	Downloads	Likes
...L 7B Instruct Unsloth Bnb 4bit	32K / 6.8 GB	5860	13
OlmOCR 7B 0225 Preview 4bit	32K / 5.6 GB	22	1
...L 7B Instruct Abliterated 8bit	32K / 8.9 GB	29	1
Qwen2 VL 7B Instruct Bnb 4bit	32K / 5.9 GB	936	6
Qwen2 VL 7B Instruct 4bit	32K / 4.7 GB	648	2
Qwen2 VL 7B Instruct 8bit	32K / 8.9 GB	36	2
OlmOCR 7B 0225 Preview	32K / 16.6 GB	18655	706
Qwen2 VL 7B Instruct	32K / 16.7 GB	33	37
OlmOCR 7B 0225 Preview FP8	32K / 10 GB	127	9
Qwen2 VL 7B Instruct AWQ	32K / 6.9 GB	10752	22