Model Card for Model ID
This model is used to assist in the Sustainability of construction works using BSI Standards.
Model Details
Model Description
This model is trained using ChatGLM2-6B as the basic model. This model is trained with the content of BSI Standards. The BSI Standards include "Sustainability of construction works — Assessment of environmental performance of buildings — Calculation method" (BS EN 15978:2011) and "Sustainability of construction works – Environmental
product declarations – Core rules for the product category of construction products" (BS EN 15804:2012+A2:2019).
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Uses
1>>> from transformers import AutoTokenizer, AutoModel
2>>> tokenizer = AutoTokenizer.from_pretrained("kkkgg/Chat-SCW", trust_remote_code=True)
3>>> model = AutoModel.from_pretrained("kkkgg/Chat-SCW", trust_remote_code=True).half().cuda()
4>>> model = model.eval()
5>>> response, history = model.chat(tokenizer, "Hello", history=[])
6>>> print(response)
7Hello! How can I assist you today?
8>>> response, history = model.chat(tokenizer, "Explan the life cycle stages of a build system.", history=history)
9>>> print(response)
10The life cycle stages of a build system encompass the entire life of a construction product or service. These stages encompass the following stages:
11Material extraction and processing
12Manufacturing and processing
13Distribution and transportation
14End-of-life and disposal
15Construction and renovation
16Refurbishment and repair
17Maintenance and repair
18Renewal and replacement of components
19End-of-life and disposal
20It is important to note that some stages may overlap or be interconnected, and the specific stages involved may vary depending on the type of construction product or service.
Bias, Risks, and Limitations
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How to Get Started with the Model
Use the code below to get started with the model.
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Training Details
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Training Procedure
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Evaluation
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Summary
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Environmental Impact
Carbon emissions can be estimated using the
Machine Learning Impact calculator presented in
Lacoste et al. (2019).
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