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What means fine tuning?

What means fine tuning? transitive verb. 1a : to adjust precisely so as to bring to the highest level of performance or effectiveness fine-tune a TV set fine-tune the format.

What’s the meaning of introspective?

: characterized by examination of one’s own thoughts and feelings : thoughtfully reflective : employing, marked by, or tending to introspection As a student, he was very quiet and introspective. … encouraging a balance between the fast, upbeat songs and a band’s more introspective side.—

What’s another word for fine-tune?

In this page you can discover 12 synonyms, antonyms, idiomatic expressions, and related words for fine-tune, like: refine, tweak, down, graduate, polish, calibrate, , humbucker, bascule, fine-tuned and customize.

Is fine-tune a word?

verb (used with object), fine-tuned, fine-tun·ing. to tune (a radio or television receiver) to produce the optimum reception for the desired station or channel by adjusting a control knob or bar. tune (def.

What is Bert fine-tuning?

“BERT stands for Bidirectional Encoder Representations from Transformers. … As a result, the pre-trained BERT model can be fine-tuned with just one additional output layer to create state-of-the-art models for a wide range of NLP tasks.” That sounds way too complex as a starting point.


Is being introspective a good thing?

Time spent alone in thought can be positive—a rich environment for personal growth and creativity, but it can also be dangerous when we are negatively turned against ourselves. Introspection can be a process of healthy self-reflection, examination, and exploration, which is good for your well-being and your brain.

How do you describe an introspective person?

Someone who is introspective spends considerable time examining his own thoughts and feelings. If you take to your diary after an unhappy break-up, you are being introspective. The Latin word introspicere means to look inside, and that’s what an introspective person does, metaphorically speaking.

What is an example of introspective?

Someone who is always analyzing his own actions is an example of someone who would be described as introspective. Examining one’s own perceptions and sensory experiences; contemplative or thoughtful about oneself.

What is the synonym for improved?

Frequently Asked Questions About improve

Some common synonyms of improve are ameliorate, better, and help. While all these words mean « to make more acceptable or to bring nearer a standard, » improve and better are general and interchangeable and apply to what can be made better whether it is good or bad.

What is the opposite of fine-tune?

Opposite of improve or cause to improve. worsen. regress. decline. retrograde.

What is the synonym of developed?

blossom, burgeon. (also bourgeon), flourish, flower.

How do you use fine-tune in a sentence?

Examples of ‘fine-tune’ in a sentence fine-tune

  1. We can fine-tune things, we can devise new solutions. …
  2. They will almost certainly need fine-tuning in the months ahead. …
  3. We are sure we are on course and we will use the next few months to fine-tune things.

What does fine-tuning mean in machine learning?

Fine-tuning, in general, means making small adjustments to a process to achieve the desired output or performance. Fine-tuning deep learning involves using weights of a previous deep learning algorithm for programming another similar deep learning process.

What is the figurative meaning of fine-tune?

1. Literally, to make small and/or careful adjustments to a device, instrument, or machine. If you fine-tune your amp a little bit more, I think you’d get that tone you’re looking for. 2. By extension, to make small and/or careful adjustments to an idea, plan, or strategy.

Why do we fine tune a BERT?

We find that fine-tuning BERT produces similar performance to classical models at significant additional cost. We argue that while state-of-the-art strategies do match existing best results, they come with opportunity costs in computational resources.

What is model fine-tuning?

Fine-tuning is a way of applying or utilizing transfer learning. Specifically, fine-tuning is a process that takes a model that has already been trained for one given task and then tunes or tweaks the model to make it perform a second similar task.

Is BERT deep learning?

BERT, which stands for Bidirectional Encoder Representations from Transformers, is based on Transformers, a deep learning model in which every output element is connected to every input element, and the weightings between them are dynamically calculated based upon their connection.

Is Introspective a personality trait?

Introspection, an act of self-awareness that involves thinking about and analyzing your own thoughts and behaviors, is one of the defining characteristics of man versus animal. Psychologists differentiate between two types of introspection: self-reflection and self-rumination. …

Can you be too introspective?

Too Much Introspection Can Kill You

They are more self-absorbed and feel less in control of their lives, according to research by organizational psychologist Tasha Eurich and team. Thinking about yourself is not correlated with knowing yourself.

How do I discover my true self?

Here are the six steps you need to take in order to know your true self:

  1. Be quiet. …
  2. Realize who you truly are, not who you want to be. …
  3. Find what you are good at (and not good at). …
  4. Find what you are passionate about. …
  5. Ask for feedback. …
  6. Assess your relationships.

What traits might an introspective person display?

Self-reflection is a positive form of introspection, from which people attribute meaning and significance to their thoughts and actions, accept and learn from their mistakes, and increase their self-awareness.

Are you observant or introspective?

As adjectives the difference between introspective and observant. is that introspective is examining one’s own perceptions and sensory experiences; contemplative or thoughtful about oneself while observant is alert and paying close attention; watchful.

Can a person be too introspective?

Too Much Introspection Can Kill You

They are more self-absorbed and feel less in control of their lives, according to research by organizational psychologist Tasha Eurich and team. Thinking about yourself is not correlated with knowing yourself.

What is a tenacious person?

A. Tenacious is a mostly positive term. If someone calls you tenacious you’re probably the kind of person who never gives up and never stops trying – someone who does whatever is required to accomplish a goal. You may also be very stubborn.

What are introspective methods?

Wundt’s Experimental Technique

Introspection is a process that involves looking inward to examine one’s own thoughts and emotions. … The experimental use of introspection is similar to what you might do when you analyze your own thoughts and feelings but in a much more structured and rigorous way.

References

 

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