leon-se / ForestFireVLM-7B

huggingface.co
Total runs: 33
24-hour runs: 0
7-day runs: -17
30-day runs: -4
Model's Last Updated: October 22 2025

Introduction of ForestFireVLM-7B

Model Details of ForestFireVLM-7B

Model Card: ForestFireVLM-7B

Model Description

ForestFireVLM-7B is a specialized vision-language model fine-tuned from Qwen2.5-VL-7B-Instruct specifically for forest fire detection and analysis tasks. This model is designed to identify and analyze various aspects of forest fires from aerial imagery, including smoke detection, flame visibility, fire characteristics, and potential hazards. The LLaMA-Factory framework was used for fine-tuning this model.

How to Use

The model can be used with vLLM to create an OpenAI API compatible endpoint:

vllm serve leon-se/ForestFireVLM-7B --max-model-len 10000
Evaluations

Evaluations were done with our code available on GitHub , using the ForestFireInsights-Eval dataset.

Citations

This model is associated with research currently under peer review with MDPI. Please cite our paper when using this model:

[Citation will be added when the paper is published]

Runs of leon-se ForestFireVLM-7B on huggingface.co

33
Total runs
0
24-hour runs
1
3-day runs
-17
7-day runs
-4
30-day runs

More Information About ForestFireVLM-7B huggingface.co Model

More ForestFireVLM-7B license Visit here:

https://choosealicense.com/licenses/apache-2.0

ForestFireVLM-7B huggingface.co

ForestFireVLM-7B huggingface.co is an AI model on huggingface.co that provides ForestFireVLM-7B's model effect (), which can be used instantly with this leon-se ForestFireVLM-7B model. huggingface.co supports a free trial of the ForestFireVLM-7B model, and also provides paid use of the ForestFireVLM-7B. Support call ForestFireVLM-7B model through api, including Node.js, Python, http.

ForestFireVLM-7B huggingface.co Url

https://huggingface.co/leon-se/ForestFireVLM-7B

leon-se ForestFireVLM-7B online free

ForestFireVLM-7B huggingface.co is an online trial and call api platform, which integrates ForestFireVLM-7B's modeling effects, including api services, and provides a free online trial of ForestFireVLM-7B, you can try ForestFireVLM-7B online for free by clicking the link below.

leon-se ForestFireVLM-7B online free url in huggingface.co:

https://huggingface.co/leon-se/ForestFireVLM-7B

ForestFireVLM-7B install

ForestFireVLM-7B is an open source model from GitHub that offers a free installation service, and any user can find ForestFireVLM-7B on GitHub to install. At the same time, huggingface.co provides the effect of ForestFireVLM-7B install, users can directly use ForestFireVLM-7B installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ForestFireVLM-7B install url in huggingface.co:

https://huggingface.co/leon-se/ForestFireVLM-7B

Url of ForestFireVLM-7B

ForestFireVLM-7B huggingface.co Url

Provider of ForestFireVLM-7B huggingface.co

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