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Custom tone: Fine-tuning is a great way to hone the qualitative feel of the model output, such as its tone, so it better fits the voice of businesses' brands. A business with a recognizable brand voice can use fine-tuning for the model to be more consistent with their tone.

Fotor is a free photo editor like Photoshop online. With a variety of photo editing features, Fotor can help you quickly edit and enhance photos. Whether you want to adjust brightness and contrast, beautify portraits, add text and overlays, or create stunning collages, Fotor has it all.

Fine-tuning is a strategy used in finance and the economy to mitigate losses and economic stress. It involves making small modifications and improvements.

An example of a fine-tuning problem considered by the scientific community to have a plausible "natural" solution is the cosmological flatness problem, which is solved if inflationary theory is correct: inflation forces the universe to become very flat, answering the question of why the universe is today observed to be ...

Fine-tuning is a common technique for transfer learning. The target model copies all model designs with their parameters from the source model except the output layer, and fine-tunes these parameters based on the target dataset. In contrast, the output layer of the target model needs to be trained from scratch.

Word forms: 3rd person singular present tense fine-tunes , present participle fine-tuning , past tense, past participle fine-tuned. verb. If you fine-tune something, you make very small and precise changes to it in order to make it as successful or effective as it possibly can be.

Using the V100 GPU on Google Colab, fine-tuning BERT only took 167 seconds. However, using only the CPU, the fine-tuning process was still running after 2 hours ? If you're going to be doing NLP work with transformers, it makes sense to upgrade to Google Colab Pro. Ok, let's get into the code.