What are the hardware requirements for ConstructionSafetyQA 1.2B V1?

ConstructionSafetyQA 1.2B V1 requires approximately 2.3 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed ConstructionSafetyQA 1.2B V1 and how large is it?

ConstructionSafetyQA 1.2B V1 is developed by yasserrmd, 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 ConstructionSafetyQA 1.2B V1?

ConstructionSafetyQA 1.2B V1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

ConstructionSafetyQA 1.2B V1 by yasserrmd — VRAM 2.3GB, 32K context

Name: ConstructionSafetyQA 1.2B V1
Author: yasserrmd

ConstructionSafetyQA 1.2B V1 is an open-source language model by yasserrmd. Features: 1.2b LLM, VRAM: 2.3GB, Context: 32K, Fine-Tuned, Instruction-Based, LLM Explorer Score: 0.2.

Base model:finetune:liquidai/l... Base model:liquidai/lfm2-1.2b Construction-safety Conversational Finetuned Instruct Instruction-tuned Lfm2 Region:us Safetensors Unsloth-finetuned

Model Card on HF 🤗: https://huggingface.co/yasserrmd/ConstructionSafetyQA-1.2B-V1

ConstructionSafetyQA 1.2B V1 Parameters and Internals

LLM Name	ConstructionSafetyQA 1.2B V1
Repository 🤗	https://huggingface.co/yasserrmd/ConstructionSafetyQA-1.2B-V1
Base Model(s)	LiquidAI/LFM2-1.2B LiquidAI/LFM2-1.2B
Model Size	1.2b
Required VRAM	2.3 GB
Updated	2026-08-06
Maintainer	yasserrmd
Model Type	lfm2
Instruction-Based	Yes
Model Files	2.3 GB
Model Architecture	Lfm2ForCausalLM
Context Length	32768
Model Max Length	32768
Transformers Version	4.55.4
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|pad\|>
Vocabulary Size	65536
Torch Data Type	bfloat16

Rank the ConstructionSafetyQA 1.2B V1 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 ConstructionSafetyQA 1.2B V1

Best Alternatives	Context / RAM	Downloads	Likes
LFM2.5 1.2B Instruct	125K / 2.3 GB	575331	647
LFM2.5 1.2B Instruct	125K / 2.3 GB	22673	8
Lfm2.5 1.2B Noval Agentic	125K / 2.3 GB	84	0
Lfm2.5 1.2B Asterion Agentic	125K / 2.3 GB	53	0
...B SFT Claude Reasoning Unsloth	125K / 2.3 GB	492	0
...1.2B Noval Instruct Paramdelta	125K / 2.3 GB	43	0
LFM2.5 1.2B Instruct ONNX	125K / GB	1348	35
... Claude Opus Reasoning Unsloth	125K / 2.3 GB	225	0
... Function Calling XLAM Unsloth	125K / 2.3 GB	5	0
LFM2.5 1.2B Instruct Korean	125K / 2.3 GB	63	1

Note: green Score (e.g. "73.2") means that the model is better than yasserrmd/ConstructionSafetyQA-1.2B-V1.