jne2356
Re:GPT-Neo – Building a GPT-3-sized model, open source and free
on Monday January 18, 2021 @03:05PM (#25825965)
The resources for the GPT-3 replication will be provided by the cloud company CoreWeave.
Re:GPT-Neo – Building a GPT-3-sized model, open source and free
on Monday January 18, 2021 @03:05PM (#25825962)
They get this suggestion a lot. There's a section in their FAQ that explains why it's infeasible.
Re:GPT-Neo – Building a GPT-3-sized model, open source and free
on Monday January 18, 2021 @03:05PM (#25825959)
OpenAI only trained the full sized GPT-3 once. Hyperparameter sweep was conducted on significantly smaller models (see: https://arxiv.org/abs/2001.08361)
Re:GPT-Neo – Building a GPT-3-sized model, open source and free
on Monday January 18, 2021 @11:38AM (#25823486)
This is not true. The OpenAI team only trained one full-sized GPT-3, and conducted their hyperparameter sweep on significantly smaller models (see: https://arxiv.org/abs/2001.08361). The compute savings from not having to do the hyperparameter sweep are negligible and do not significantly change the feasibility of the project.
Re:GPT-Neo – Building a GPT-3-sized model, open source and free
on Monday January 18, 2021 @11:36AM (#25823454)
EleutherAI has already secured the resources necessary.
They get the seti@home suggestion a lot. There's a section in their FAQ that explains why it's infeasible.
Re:GPT-Neo – Building a GPT-3-sized model, open source and free
on Monday January 18, 2021 @11:35AM (#25823447)
The cloud company CoreWeave has agreed to provide the GPU resources necessary.
Re:GPT-Neo – Building a GPT-3-sized model, open source and free
on Monday January 18, 2021 @11:32AM (#25823400)
GPT-3 does not fit in any one GPU that exists at present. It's already spread out across multiple GPUs.
Re:GPT-Neo – Building a GPT-3-sized model, open source and free
on Monday January 18, 2021 @11:31AM (#25823383)
They get this suggestion a lot. There's a section in their FAQ that explains why it's infeasible.