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@@ -101,6 +101,31 @@ This guide shows how to train/create a ~1B parameter Llama-style GPT model from
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  - video https://www.youtube.com/watch?v=vHClQu76kMc
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  - RAG System https://bitbucket.org/cmsmanhattan/rag/src/main/
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  ## Welcom to CMS Manhattan
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  - Copyright (c) 2025 CMS Manhattan
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  - All rights reserved.
 
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  - video https://www.youtube.com/watch?v=vHClQu76kMc
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  - RAG System https://bitbucket.org/cmsmanhattan/rag/src/main/
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+ ---
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+ - Copyright Office
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+ - From:
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+ - cop-rc@loc.gov
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+ - To:
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+ - konstantin.grabko@yahoo.com
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+ - Mon, Dec 15 at 7:25 AM
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+ - Thank you for submitting your registration claim using the Electronic Copyright Office (ECO) System.
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+ - File Name :jirack_gpt3_class_pytorch_models.zip
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+ - File Size :20144 KB
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+ - Date/Time :12/15/2025 7:32:34 AM
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+ - [THREAD ID: 1-6X1C8AZ]
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+ - United States Copyright Office
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  ## Welcom to CMS Manhattan
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  - Copyright (c) 2025 CMS Manhattan
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  - All rights reserved.