ringoreality
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README.md
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# Model Card for climategpt/climategpt-70b
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- This model is the 70B parameter variant of the ClimateGPT model release.
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- Starting from Llama2 70B weights, the model undergoes continued pretraining and instruction finetuning on climate data.
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- The model is capable of answering questions and following instructions, especially tailored for the climate domain.
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## Overview
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- **Developed by:** AppTek, Eqtylab, Erasmus AI
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## Training
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- For the Llama2 training data, we refer the user to https://huggingface.co/meta-llama/Llama-2-70b-chat-hf.
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- For continued pretraining, 4.2B climate domain tokens (tokenized by the Llama tokenizer) are used.
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- For instruction finetuning, about
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## Evaluation
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Automatic evaluation is done via https://github.com/EleutherAI/lm-evaluation-harness, into which we also implemented custom evaluation tasks.
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TO BE ADDED
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We also perform human evaluation with experts in the climate domain.
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TO BE ADDED
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## Environmental Impact
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- **Hardware Type:** H100
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# Model Card for climategpt/climategpt-70b
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- This model is the 70B parameter variant of the ClimateGPT model release.
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## Overview
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- **Developed by:** AppTek, Eqtylab, Erasmus AI
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## Training
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- For the Llama2 training data, we refer the user to https://huggingface.co/meta-llama/Llama-2-70b-chat-hf.
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- For continued pretraining, 4.2B climate domain tokens (tokenized by the Llama tokenizer) are used.
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- For instruction finetuning, about 1.1B instruction-finetuning tokens (both in the climate domain but also general domain) are used.
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## Environmental Impact
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- **Hardware Type:** H100
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