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> Indeed perhaps it's important to include a high quality corpus in pre training? I doubt anyone wants to train an LLM from scratch for EDA. That does sound re
by criemen 1y ago
> Indeed perhaps it's important to include a high quality corpus in pre training? I doubt anyone wants to train an LLM from scratch for EDA.
That does sound reasonable to me. The main problem is that you (at least for software) can't train on source code alone, as comments are human language, so you need some corpus of human language as well, so that the LLM learns that, next to the programming language(s). I'd assume it's the same as well.
Depending on what you're going for, you could take an existing pre-trained model, and further pretrain it on your EDA corpus. That means you'll have to reinvent or lift from somewhere else the entire finetuning data and pipeline, which is significantly harder than doing a finetune.