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  license: cc-by-nd-4.0
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  ### (Uses ~9GB of Vram at 4Bit, obviously the model performs better at higher precision)
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  # Colab NoteBook:
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  https://colab.research.google.com/drive/1gkmMOVQ_P-NGIRuK3Kj3gWJat33MHNi8#scrollTo=LGQ8BiMuXMDG
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  # YouTube:
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- https://www.youtube.com/watch?v=IiVlO4JBZaU
 
 
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  license: cc-by-nd-4.0
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+ A small local model, with 15 Billion Parameters and 32k Context Length.
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+ This is one of my experiemental models I created playing with pruning, ablation, and training curriculums rather than many epochs of the same data set.
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+ ```
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+ This model was trained on a
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+ - Python Code Instruct Dataset,
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+ - My Hand curated knowledge graphs manually formatted in Mermaid Chart to be able to export as images using MMDC.
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+ - Context Obedient for the RAG usecase to process many chunks of information and make sense of it without making things up.
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+ ```
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+ Now trained on my personal companion dataset has led to a model that listens to instructions really well and stays context relevant, while also aware of its situation in the universe and its role to the user.
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  ### (Uses ~9GB of Vram at 4Bit, obviously the model performs better at higher precision)
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  # Colab NoteBook:
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  https://colab.research.google.com/drive/1gkmMOVQ_P-NGIRuK3Kj3gWJat33MHNi8#scrollTo=LGQ8BiMuXMDG
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  # YouTube:
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+ https://www.youtube.com/watch?v=IiVlO4JBZaU
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+