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Title: GitHub - materials-data-facility/matchem-llm: A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications

Open Graph Title: GitHub - materials-data-facility/matchem-llm: A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications

X Title: GitHub - materials-data-facility/matchem-llm: A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications

Description: A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications - materials-data-facility/matchem-llm

Open Graph Description: A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications - materials-data-facility/matchem-llm

X Description: A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications - materials-data-facility/matchem-llm

Opengraph URL: https://github.com/materials-data-facility/matchem-llm

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https://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#-materials-science-and-chemistry-llm-resources
https://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#table-of-contents
🧪 Chemistryhttps://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#chemistry
🕸️ Chemistry Knowledge Graphshttps://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#chemistry-knowledge-graphs
🧱 Materialshttps://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#materials
🕸️ Materials Knowledge Graphshttps://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#materials-knowledge-graphs
Multimodalhttps://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#multimodal
👥 Community Needshttps://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#community-needs
⚖️ Ethics and Dual Use Concernshttps://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#ethics-and-dual-use-concerns
🤝 Contributing Guidelineshttps://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#contributing-guidelines
https://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#chemistry
ChemQAhttps://huggingface.co/datasets/shangzhu/ChemQA
ChemLLMBenchhttps://github.com/ChemFoundationModels/ChemLLMBench
SMolInstructhttps://huggingface.co/datasets/osunlp/SMolInstruct
CamelAI - Chemistryhttps://huggingface.co/datasets/camel-ai/chemistry
ChemData700khttps://huggingface.co/datasets/AI4Chem/ChemData700K?row=0
ChemBench4khttps://huggingface.co/datasets/AI4Chem/ChemBench4K
ChemBench - Lamalabhttps://github.com/lamalab-org/chem-bench
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paperhttps://arxiv.org/abs/2404.01475
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ChemCrowhttps://github.com/ur-whitelab/chemcrow-public
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paperhttps://arxiv.org/abs/2403.01976
VNHSGEhttps://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm/blob/main
|paper on chem|https://www.researchgate.net/profile/Dao-Xuan-Quy/publication/371638463_LLMs'_Capabilities_at_the_High_School_Level_in_Chemistry_Cases_of_ChatGPT_and_Microsoft_Bing_AI_Chat/links/649fce09c41fb852dd42c064/LLMs-Capabilities-at-the-High-School-Level-in-Chemistry-Cases-of-ChatGPT-and-Microsoft-Bing-AI-Chat.pdf
|paper on dataset|https://arxiv.org/abs/2305.12199
GPQAhttps://github.com/idavidrein/gpqa/
paperhttps://arxiv.org/abs/2311.12022
LLM-Esterificationhttps://github.com/Mantas-it/LLM_Esterification
paperhttps://doi.org/2076-3417/13/24/13140
Lab-Benchhttps://huggingface.co/datasets/futurehouse/lab-bench
paperhttps://arxiv.org/abs/2407.10362
https://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#chemistry-knowledge-graphs
Global Chemhttps://github.com/Global-Chem/global-chem
https://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#materials
Scicode-Benchhttps://scicode-bench.github.io
paperhttps://github.com/scicode-bench/scicode-bench.github.io/blob/main/SciCode.pdf
dataset - direct downloadhttps://raw.githubusercontent.com/scicode-bench/scicode-bench.github.io/main/data/data.zip
Battery Device QAhttps://huggingface.co/datasets/batterydata/battery-device-data-qa
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PNCExtract: Extracting Polymer Nanocomposite Samples from Articleshttps://github.com/ghazalkhalighinejad/PNCExtract
LLaMPhttps://github.com/chiang-yuan/llamp
Optical BERT Training Datahttps://huggingface.co/datasets/opticalmaterials/test_datasets
Optical Table QAhttps://huggingface.co/datasets/opticalmaterials/OpticalTableQA
LLMs for Sustainable Concretehttps://github.com/BAMcvoelker/LLM-s-can-Design-Sustainable-Concrete-a-Systematic-Benchmark-Code-
paperhttps://www.researchsquare.com/article/rs-3913272/v1
https://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#materials-knowledge-graphs
MatKGhttps://github.com/olivettigroup/MatKG
MGED-KGhttps://zenodo.org/records/11315713
https://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#multimodal
Wikipedia Materials Multimodalhttps://huggingface.co/datasets/lamm-mit/Cephalo-Wikipedia-Materials
https://patch-diff.githubusercontent.com/materials-data-facility/matchem-llm#unknown-quality
Chemistry Dataset from Andrersonbcedefhttps://huggingface.co/datasets/andersonbcdefg/chemistry
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Emergent autonomous scientific research capabilities of large language modelshttps://arxiv.org/2304.05332
Censoring chemical data to mitigate dual use riskhttps://arxiv.org/2304.10510
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