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keisuke-miyako/text-commands-2026-0425

Commands Clean summary of 4D language reference. Abstract LLMs are generally incapable of understanding 4D code. LoRA by exposure to raw source code would actually increase the rate of hallucination as the model gets confused between 4D code and C#, Visual Basic, or JavaScript. CPT, or continued pre-training, based on grammar and vocabulary should moderate the model's attention before extensive fine-tuning using raw source code. This dataset was generated with… See the full description on the dataset page: https://huggingface.co/datasets/keisuke-miyako/text-commands-2026-0425.

Author / organizationkeisuke-miyako
License (as declared)mit
Downloads883 (as reported by Hugging Face)
Likes0
Created22 April 2026
Last updated at source23 April 2026
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  • 17 Oct 2026 Description: Commands Clean summary of 4D language reference. Abstract LLMs are generally incapable of understanding 4D code. LoRA by exposure to raw source code would actually increase the rate of hallucination as the model gets confused between 4D cod → Commands Clean summary of 4D language reference. Abstract LLMs are generally incapable of understanding 4D code. LoRA by exposure to raw source code would actually increase the rate of hallucination as the model gets confused between 4D cod

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