What are the hardware requirements for KDL Frontier Parser Nano?

KDL Frontier Parser Nano requires approximately 2.3 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed KDL Frontier Parser Nano and how large is it?

KDL Frontier Parser Nano is developed by KDLAI, a model with 1.2b 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 KDL Frontier Parser Nano?

KDL Frontier Parser Nano is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

KDL Frontier Parser Nano by KDLAI — VRAM 2.3GB

Name: KDL Frontier Parser Nano
Author: KDLAI

KDL Frontier Parser Nano is an open-source language model by KDLAI. Features: 1.2b LLM, VRAM: 2.3GB, License: agpl-3.0, LLM Explorer Score: 0.31.

Chart-extraction Conversational Document-parsing En Eval-results Image-text-to-text Ko Ocr Parsebench Qwen2 vl Region:us Safetensors Table-recognition Vlm

Model Card on HF 🤗: https://huggingface.co/KDLAI/KDL-Frontier-Parser-nano

KDL Frontier Parser Nano Parameters and Internals

LLM Name	KDL Frontier Parser Nano
Repository 🤗	https://huggingface.co/KDLAI/KDL-Frontier-Parser-nano
Model Size	1.2b
Required VRAM	2.3 GB
Updated	2026-08-18
Maintainer	KDLAI
Model Type	qwen2_vl
Model Files	2.3 GB
Supported Languages	ko en
Model Architecture	Qwen2VLForConditionalGeneration
License	agpl-3.0
Model Max Length	16384
Transformers Version	5.5.0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Errors	replace

Rank the KDL Frontier Parser Nano 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 KDL Frontier Parser Nano

Best Alternatives	Context / RAM	Downloads	Likes
MinerU2.5 Pro 2604 1.2B	32K / 2.3 GB	250130	164
MinerU2.5 Pro 2605 1.2B	32K / 2.3 GB	56590	56
Florin Parser Nano	0K / 2.3 GB	24	1

Note: green Score (e.g. "73.2") means that the model is better than KDLAI/KDL-Frontier-Parser-nano.