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README.md
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ClimateGPT is a family of AI models designed to synthesize interdisciplinary research on climate change.
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ClimateGPT-7B-
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The model is further instruction fine-tuned on a dataset of instruction-completion pairs manually collected by AppTek in cooperation with climate scientists.
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[ClimateGPT-7B](https://huggingface.co/eci-io/climategpt-7b) outperforms Llama-2-70B Chat on our climate-specific benchmarks.
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The model is designed to be used together with retrieval augmentation to extend the knowledge, and increase the factuality of the model and with cascaded machine translation to increase the language coverage.
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ClimateGPT is a family of AI models designed to synthesize interdisciplinary research on climate change.
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ClimateGPT-7B-FSC (from scratch climate) is a 7 billion parameter transformer decoder model that was pre-trained for 319.5B tokens including a collection of 4.2B tokens from curated climate documents.
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The model is further instruction fine-tuned on a dataset of instruction-completion pairs manually collected by AppTek in cooperation with climate scientists.
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[ClimateGPT-7B](https://huggingface.co/eci-io/climategpt-7b) outperforms Llama-2-70B Chat on our climate-specific benchmarks.
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The model is designed to be used together with retrieval augmentation to extend the knowledge, and increase the factuality of the model and with cascaded machine translation to increase the language coverage.
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