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drone-qwen25vl-3b-qlora-8class
mariambhd/drone-qwen25vl-3b-qlora-8class
drone-qwen25vl-3b-qlora-8class is a machine learning model from mariambhd. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
QLoRA fine-tuned adapter for aerial human action recognition.
Access
Public
Updated Sep 28, 2026
Repo size
41 MB
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Repo makeup
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.safetensors14.8 MB · 56%
At a glance
- Library
- transformers
- Access
- Public
- Created
- Sep 16, 2026
- Updated
- Sep 28, 2026
- SHA
- 26568d60
Base models
Model card
From the Hugging Face model README
Qwen2.5-VL-3B QLoRA — Drone Action Recognition
QLoRA fine-tuned adapter for aerial human action recognition.
Base model
Qwen/Qwen2.5-VL-3B-Instruct
Training method
QLoRA / LoRA
The base model was loaded in 4-bit NF4 quantization and fine-tuned using LoRA adapters.
Dataset
Drone-Action aerial action recognition dataset.
Classes
- boxing
- hitting
- kicking
- stabbing
- clapping
- waving
- walking
- running
Temporal sampling
16 frames:
- boxing
- hitting
- clapping
- walking
- running
8 frames:
- kicking
- stabbing
- waving
Image preprocessing
Images resized to approximately 448x252.
Important
This repository contains the QLoRA/LoRA adapter, not the full Qwen2.5-VL-3B base model.
The base model must be loaded separately:
Qwen/Qwen2.5-VL-3B-Instruct
- Library
- transformers
- Created
- Sep 16, 2026
- Updated
- Sep 28, 2026