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Looks like the 175B model will fit on 8x A6000s and is available by request only. This model seems very undertrained, as it's a fine-tuned version of the OPT-1
by ctoth 4y ago
Looks like the 175B model will fit on 8x A6000s and is available by request only.
This model seems very undertrained, as it's a fine-tuned version of the OPT-175B model which was only trained on ~180B tokens (and further fine-tuned on less than a billion?).
Further it uses the old GPT-2 tokenizer with a quite small token vocabulary and BPE so it will never be able to figure out how to rhyme, for instance.
I do really like that again they have shared a training logbook.
https://github.com/facebookresearch/ParlAI/blob/main/projects/bb3/BB3_main_tech_report.pdf https://github.com/facebookresearch/ParlAI/blob/main/project...
- sanxiyn 4y agoYou probably meant to link this: https://github.com/facebookresearch/ParlAI/blob/main/projects/bb3/bb3_logbook.pdf https://github.com/facebookresearch/ParlAI/blob/main/project...