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 # AI models for identifying trigger events in disinformation analysis
 Final Dissertation Submission Repository - Experiments with created dataset
 
-## Links
-Project Description: [https://github.com/WillJeynes/LLMsForDisinformationAnalysis/](https://github.com/WillJeynes/LLMsForDisinformationAnalysis/)
+This is a sister repository, for project background see [this link](https://git.host.jeynes.uk/jill/LLMsForDisinformationAnalysis)
 
 
-Get the dataset: [https://huggingface.co/datasets/WillJeynes/LLMsForDisinformationAnalysis-Dataset](https://huggingface.co/datasets/WillJeynes/LLMsForDisinformationAnalysis-Dataset)
-
 # This Repository: 
 ## Finetuned Model
 Tinetuning a LLM to better predict possible disinformation claims arising from world event
 
-Kind of the opposite of dataset
+![demo example](literature/predex.png)
 
 Stats available [here](/finemodel/)
 
-Final LoRa version available here: [https://huggingface.co/WillJeynes/LLMsForDisinformationPrediction](https://huggingface.co/WillJeynes/LLMsForDisinformationPrediction)
+Final LoRa version available [on HuggingFace](https://huggingface.co/WillJeynes/LLMsForDisinformationPrediction)
 
 ## Graph Viz
 A way to visualise the connections between claims and trigger events
 
-Visible here: [https://jillweynes.github.io/LLMsForDisinformationPrediction-GraphVizBuilt/](https://jillweynes.github.io/LLMsForDisinformationPrediction-GraphVizBuilt/)
+![demo example](literature/vizex.png)
+
+[View Online Demo](https://jillweynes.github.io/LLMsForDisinformationPrediction-GraphVizBuilt/)
 
 ## Repository Structure
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