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If anyone's wondering, this model is not the GPT-3-killer. The model will be mostly only useful for classification, and not general text generation. It's not an
by ipsum2 4y ago
If anyone's wondering, this model is not the GPT-3-killer. The model will be mostly only useful for classification, and not general text generation. It's not an apple to apples comparison, since the other models were not fine-tuned on the same dataset.
Interesting that they didn't compare the model to Flan-T5 or TK-Instruct, both of which were fine-tuned on similar data and should display comparable results using the same amount of parameters. See the leaderboard here: https://huggingface.co/spaces/ought/raft-leaderboard https://huggingface.co/spaces/ought/raft-leaderboard
Nonetheless, props for open sourcing the model and attempting to develop new techniques for decentralized training of large scale transformers, this is no easy feat.