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Fine-tuned LLM for sentiment predicted as a RATING It is a model based on BERT base (Bidirectional Encoder Representations from Transformers). It is fine-tuned to predict the sentiment of the review as a number of stars (between 1 and 5). It works on uncased text and expects a maximum length of 512.

Fine-tuning LLMs enables businesses to harness the power of pre-trained large language models and customize them for their specific needs and objectives. It delivers greater value, user experience, and customization without the time, money, data, and computational power required to train a language model from scratch.

Fine-tuning a large language model involves adjusting and adapting a pre-trained model to perform specific tasks or to cater to a particular domain more effectively.

To make very small changes to something in order to make it work as well as possible: She spent hours fine-tuning her speech.

On this page you'll find 6 synonyms, antonyms, and words related to fine-tuned, such as: tweak, adjust, set, tune up, calibrate, and make improvements.

This operation can be computationally expensive and complicated, depending on the size of your model. (In some cases, you can keep parts of the model frozen to reduce the costs of fine-tuning. And there are several techniques that can reduce the costs of fine-tuning LLMs?more on that in a bit.)

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 ...