ceadar-ie
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Llama2-7B-AIVision360

@@ -25,23 +25,20 @@ Llama2-7B-AIVision360 is a state-of-the-art, open-source chat model that stands
 ## Dataset Utilized: AIVision360-8k
-Drawing strength from the AIVision360-8k dataset, a curated collection hailing from "ainewshub.ie", this model is tailor-made for technology media and journalism. Offering structured interactions related to AI news, it captures the essence of the latest AI trends and evolutions. For a deeper dive into the dataset visit: [AIVision360](huggingface.co/datasets/ceadar-ie/AIVision360-8k)
 ### Model Specification
-- **Developed by:** [CeADAR Connect Group]
-- **Model type:** [Large Language Model]
-- **Language(s):** [en]
-- **License:** [Commercial License]
-- **Finetuned from model [optional]:** [Llama2-7B]
 ### Model Usage
 Experience the capabilities of the Llama2-7B-AIVision360 model through a well-structured Python interface. To kick-start your exploration, follow the steps and snippets given below:
 ## Key Features and Functionalities
 ### Domain Specialization
@@ -176,40 +173,21 @@ AI adoption is evident across various sectors, including:
 - Education: Personalizing learning, grading assignments, and developing adaptive learning systems.
 - Security: Detecting cyber attacks, analyzing surveillance footage, and improving emergency responses.
-## Model Limitations
 Potential Biases: With its fine-tuning centered on AI news sources, inherent biases from these sources may reflect in the model's outputs.
 ## Licensing
 The Llama2-7B-AIVision360 model, developed in collaboration with CeADAR Connect Group, combines the licensing frameworks of both Llama2 and AIVision360. Under Meta's terms, users are granted a non-exclusive, worldwide, non-transferable, royalty-free limited license for the use and modification of Llama Materials, inclusive of the Llama2 model and its associated documentation. When redistributing, the provided Agreement and a specific attribution notice must be included. In alignment with the AIVision360 dataset's licensing, the model is also distributed under the Apache 2.0 open-source license, promoting its use and modification within the AI community, while ensuring content reliability sourced from established AI news publishers.
 ## Contact:
 For any further inquiries or feedback concerning Llama2-7B-AIVision360, please forward your communications to ahtsham.zafar@ucd.ie
 ### Out-of-Scope Use
 ## Bias, Risks, and Limitations
-## Training Details
-#### Training Hyperparameters
-## Citation [optional]
-<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
-**BibTeX:**
-[More Information Needed]
-**APA:**
-[More Information Needed]

 ## Dataset Utilized: AIVision360-8k
+Drawing strength from the AIVision360-8k dataset, a curated collection hailing from "ainewshub.ie", this model is tailor-made for technology media and journalism. Offering structured interactions related to AI news, it captures the essence of the latest AI trends and evolutions. For a deeper dive into the dataset visit: [AIVision360](https://huggingface.co/datasets/ceadar-ie/AIVision360-8k)
 ### Model Specification
+- **Developed by:** CeADAR Connect Group
+- **Model type:** Large Language Model
+- **Language(s):** en
+- **License:** Commercial License
+- **Finetuned from model:** Llama2-7B
 ### Model Usage
 Experience the capabilities of the Llama2-7B-AIVision360 model through a well-structured Python interface. To kick-start your exploration, follow the steps and snippets given below:
 ## Key Features and Functionalities
 ### Domain Specialization
 - Education: Personalizing learning, grading assignments, and developing adaptive learning systems.
 - Security: Detecting cyber attacks, analyzing surveillance footage, and improving emergency responses.
+## Training Details
+#### Training Hyperparameters
+## Model Limitations
 Potential Biases: With its fine-tuning centered on AI news sources, inherent biases from these sources may reflect in the model's outputs.
 ## Licensing
 The Llama2-7B-AIVision360 model, developed in collaboration with CeADAR Connect Group, combines the licensing frameworks of both Llama2 and AIVision360. Under Meta's terms, users are granted a non-exclusive, worldwide, non-transferable, royalty-free limited license for the use and modification of Llama Materials, inclusive of the Llama2 model and its associated documentation. When redistributing, the provided Agreement and a specific attribution notice must be included. In alignment with the AIVision360 dataset's licensing, the model is also distributed under the Apache 2.0 open-source license, promoting its use and modification within the AI community, while ensuring content reliability sourced from established AI news publishers.
 ## Contact:
 For any further inquiries or feedback concerning Llama2-7B-AIVision360, please forward your communications to ahtsham.zafar@ucd.ie
 ### Out-of-Scope Use
 ## Bias, Risks, and Limitations
+## Citation