What are the hardware requirements for Bina 0.1 Koochik FP16?

Bina 0.1 Koochik FP16 requires approximately 1.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Bina 0.1 Koochik FP16 and how large is it?

Bina 0.1 Koochik FP16 is developed by Reza2kn, a model with 665.7m 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 Bina 0.1 Koochik FP16?

Bina 0.1 Koochik FP16 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Bina 0.1 Koochik FP16 by Reza2kn — VRAM 1.3GB

Name: Bina 0.1 Koochik FP16
Author: Reza2kn

Bina 0.1 Koochik FP16 is an open-source language model by Reza2kn. Features: 665.7m LLM, VRAM: 1.3GB, License: openrail, Quantized, LLM Explorer Score: 0.27.

Base model:datalab-to/surya-oc... Base model:quantized:datalab-t... Conversational Endpoints compatible Fp16 Image-text-to-text Ocr Persian Quantized Qwen3 5 Region:us Safetensors Vision Vision-language

Model Card on HF 🤗: https://huggingface.co/Reza2kn/Bina-0.1-Koochik-FP16

Bina 0.1 Koochik FP16 Parameters and Internals

LLM Name	Bina 0.1 Koochik FP16
Repository 🤗	https://huggingface.co/Reza2kn/Bina-0.1-Koochik-FP16
Base Model(s)	Surya Ocr 2 datalab-to/surya-ocr-2
Model Size	665.7m
Required VRAM	1.3 GB
Updated	2026-09-14
Maintainer	Reza2kn
Model Type	qwen3_5
Model Files	1.3 GB
Quantization Type	fp16
Model Architecture	Qwen3_5ForConditionalGeneration
License	openrail
Transformers Version	5.3.0
Tokenizer Class	TokenizersBackend
Padding Token	<\|endoftext\|>
Torch Data Type	float16

Rank the Bina 0.1 Koochik FP16 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 Bina 0.1 Koochik FP16

Best Alternatives	Context / RAM	Downloads	Likes
Bina 0.1 Koochik	0K / 1.3 GB	3365	29

Note: green Score (e.g. "73.2") means that the model is better than Reza2kn/Bina-0.1-Koochik-FP16.