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README.md
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---
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datasets:
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- ctitools/orkl_cleaned_10k
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language:
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- en
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base_model:
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- mistralai/Mistral-Nemo-Instruct-2407
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pipeline_tag: summarization
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tags:
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- cyber
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- cyber threat
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- intelligence
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metrics:
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- perplexity
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---
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# Overview
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This model was trained via [mistral-finetune](https://github.com/mistralai/mistral-finetune/) on top
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of the [orkl.eu](https://orkl.eu) dataset on 10k Cyber Threat Intelligence (CTI) reports.
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This is the merged model with the mistral-nemo-instruct-2407 base model, for ease of use with other inference frameworks.
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Running this is as easy as, cloning the repo and running:
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```bash
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pip install mistral-inference
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mistral-chat neurocti-mistral-nemo-12b-orkl-instruct-merged/ --max_tokens 1024 --temperature 0.35
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```
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For details on the model, the data and training, please read [https://github.com/ctitools/neurocti/](https://github.com/ctitools/neurocti/).
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For understanding how to run this model, please read: [https://github.com/ctitools/neurocti/blob/main/inference.md](https://github.com/ctitools/neurocti/blob/main/inference.md)
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