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Sponsored by
Vmake Labs Video Enhancer
yasserrmd / ConstructionSafetyQA-1.2B-V1
Model's Last Updated: September 09 2025
text-generation
Introduction of ConstructionSafetyQA-1.2B-V1
Model Details of ConstructionSafetyQA-1.2B-V1
ConstructionSafetyQA-1.2B-V1
ConstructionSafetyQA-1.2B-V1 is a fine-tuned version of LiquidAI/LFM2-1.2B , optimized using Unsloth for construction safety question answering .
This model is designed to provide short, simple, and practical answers for construction workers and supervisors. It focuses on safety training, hazard prevention, and site best practices , avoiding unnecessary technical jargon.
Model Details
- Base Model : LiquidAI/LFM2-1.2B
- Fine-tuning Framework : Unsloth
- Task : Instruction-tuned for Construction Safety Q&A
-
Answer Style
:
- Short (1–3 sentences)
- Worker/supervisor-focused
- Safety-first, practical instructions
Example Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
model_name = "yasserrmd/ConstructionSafetyQA-1.2B-V1"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(
model_name,
device_map="auto",
)
messages = [
{"role": "system", "content": "You are a construction safety trainer. Always give short, practical, safety-first answers."},
{"role": "user", "content": "What should workers do if scaffolding guardrails are missing?"}
]
inputs = tokenizer.apply_chat_template(messages, return_tensors="pt").to(model.device)
outputs = model.generate(inputs, max_new_tokens=128)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
Example Outputs
Input:
What should workers do if scaffolding guardrails are missing?
Output:
Workers must stop using the scaffold and report it. Guardrails must be installed before work continues.
Input:
Why is hydration important when working in hot weather?
Output:
Hydration prevents heat exhaustion and keeps workers alert and safe.
Intended Use
- Training aid for construction workers and supervisors
- On-site safety Q&A assistant
- Toolbox talks and quick safety refreshers
Not intended to replace certified training or safety regulations. Always follow official site rules and local laws.
Limitations
- Provides general safety guidance , not region-specific code compliance.
- Answers are short and simple by design (not technical references).
- May need human review for critical safety decisions.
Citation
If you use this model in your work, please cite:
@misc{yasser2025constructionsafetyqa,
title={ConstructionSafetyQA-1.2B-V1},
author={Mohamed Yasser},
year={2025},
publisher={Hugging Face},
howpublished={\url{https://huggingface.co/yasserrmd/ConstructionSafetyQA-1.2B-V1}}
}
Acknowledgements
- Base model: LiquidAI/LFM2-1.2B
- Fine-tuning: Unsloth
- Inspiration: Promoting construction safety awareness with accessible AI tools.
Runs of yasserrmd ConstructionSafetyQA-1.2B-V1 on huggingface.co
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More Information About ConstructionSafetyQA-1.2B-V1 huggingface.co Model
Url of ConstructionSafetyQA-1.2B-V1
ConstructionSafetyQA-1.2B-V1 huggingface.co Url
Provider of ConstructionSafetyQA-1.2B-V1 huggingface.co
Other API from yasserrmd
Updated:July 30 2025
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