leon-se / ForestFireVLM-7B-FP8-Dynamic

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: -1
30-day runs: 11
Model's Last Updated: April 14 2025

Introduction of ForestFireVLM-7B-FP8-Dynamic

Model Details of ForestFireVLM-7B-FP8-Dynamic

Model Card: ForestFireVLM-7B-FP8-Dynamic

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. Quantized to FP8 with llm-compressor .

How to Use

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

vllm serve leon-se/ForestFireVLM-7B-FP8-Dynamic --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-FP8-Dynamic on huggingface.co

18
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
11
30-day runs

More Information About ForestFireVLM-7B-FP8-Dynamic huggingface.co Model

More ForestFireVLM-7B-FP8-Dynamic license Visit here:

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

ForestFireVLM-7B-FP8-Dynamic huggingface.co

ForestFireVLM-7B-FP8-Dynamic huggingface.co is an AI model on huggingface.co that provides ForestFireVLM-7B-FP8-Dynamic's model effect (), which can be used instantly with this leon-se ForestFireVLM-7B-FP8-Dynamic model. huggingface.co supports a free trial of the ForestFireVLM-7B-FP8-Dynamic model, and also provides paid use of the ForestFireVLM-7B-FP8-Dynamic. Support call ForestFireVLM-7B-FP8-Dynamic model through api, including Node.js, Python, http.

ForestFireVLM-7B-FP8-Dynamic huggingface.co Url

https://huggingface.co/leon-se/ForestFireVLM-7B-FP8-Dynamic

leon-se ForestFireVLM-7B-FP8-Dynamic online free

ForestFireVLM-7B-FP8-Dynamic huggingface.co is an online trial and call api platform, which integrates ForestFireVLM-7B-FP8-Dynamic's modeling effects, including api services, and provides a free online trial of ForestFireVLM-7B-FP8-Dynamic, you can try ForestFireVLM-7B-FP8-Dynamic online for free by clicking the link below.

leon-se ForestFireVLM-7B-FP8-Dynamic online free url in huggingface.co:

https://huggingface.co/leon-se/ForestFireVLM-7B-FP8-Dynamic

ForestFireVLM-7B-FP8-Dynamic install

ForestFireVLM-7B-FP8-Dynamic is an open source model from GitHub that offers a free installation service, and any user can find ForestFireVLM-7B-FP8-Dynamic on GitHub to install. At the same time, huggingface.co provides the effect of ForestFireVLM-7B-FP8-Dynamic install, users can directly use ForestFireVLM-7B-FP8-Dynamic installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ForestFireVLM-7B-FP8-Dynamic install url in huggingface.co:

https://huggingface.co/leon-se/ForestFireVLM-7B-FP8-Dynamic

Url of ForestFireVLM-7B-FP8-Dynamic

ForestFireVLM-7B-FP8-Dynamic huggingface.co Url

Provider of ForestFireVLM-7B-FP8-Dynamic huggingface.co

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