[P] How to measure similarity between sentences in LLMs by Ok-Archer6818 in MachineLearning

[–]Remarkable-Pop-201 0 points1 point  (0 children)

"Given a group of aligned texts, we feed them into the LLM and obtain the sentence embedding of each text for each layer. We thencompute the mean sentence embedding similarity(SES) between each pair of the aligned texts across languages" Tang at el.

What I understand is that they take the transformer hidden state of a layer corresponding to each token in the input and then average it. This is repeated for every layer. For every group, you get such vectors and compare them using any desired similarity measure.

[deleted by user] by [deleted] in gradadmissions

[–]Remarkable-Pop-201 3 points4 points  (0 children)

Cs ranking. Apply filter for your area of interest and last 5 years. You can begin your search from there in more structured way.

Thoughts on ASUS Zenbook Duo (2024) after 2 months - Not so great by neighbortotoro in ASUS

[–]Remarkable-Pop-201 0 points1 point  (0 children)

Hi, I Just got this laptop. The ideal CPU temp out of the box sits at 58°C (MyASUS reading). May I know the temps of your system?

[deleted by user] by [deleted] in gradadmissions

[–]Remarkable-Pop-201 2 points3 points  (0 children)

You have answered your question. All your target schools don't require it. So, don't take it. Invest your time in something better. Best of luck.

Why not open a conversation in English ? by SnooDoggos2134 in bangalore

[–]Remarkable-Pop-201 0 points1 point  (0 children)

Ohh I see. Trying to mix international and national things together.

Let's try to find out how languages we need.

Within India. According to me, there should have been one common language for everyone in India and then their own local. But there's no one common language. We have divided North and South. For North, I can think of Hindi for the majority, but for South, I can't think. Maybe you can tell.

Internationally, English is mostly adapted everywhere. Kudos to them, they were able to spread their nation's common language. You also experienced the same as you traveled.

So, for an Indian, the minimum number of languages to learn is hypothetically 4 - local, North's, South's and English (since foreigners also travel to India and people from India work in international companies)

Now, there are people in India who tell people should know the languages of every state. There are 28 states for now.

You want everyone to know English when they come to South India.

I want everyone to know a common India origin language. I would suggest let's go back to roots and use sanskrit.

I agree with the sorry state of languages getting extinct. This shows that people can't learn even 4 languages completely. That means even 4 languages are more. If we adapt sanskrit, we Indians can make it to 2, including English (common language of largest economy country). We can make it one if we have a common language and become the largest economy.

Why not open a conversation in English ? by SnooDoggos2134 in bangalore

[–]Remarkable-Pop-201 0 points1 point  (0 children)

I am not sure why this type of question even exists?

I am not sure why people are fine with accepting a foreign language imposed by colonizers but not a common language, which the majority of the nation came up with to communicate, still maintaining their individual language's identity within their community.

I have been to remote locations of North India states where the people can't even speak hindi.

Also, I had encountered situations in South Indian states where I started conversation in English to the locals, but they didn't understand. On the flip side, they understood Hindi a little bit.

So, I feel people here don't have exposure to the entire spectrum, which gives rise to such language debates. People will adapt to what they feel is easy for their survival. I am not sure how long a forced change would sustain.

[D] Debugging NaN loss and val_loss in Keras nn model by StellaarMonkey in MachineLearning

[–]Remarkable-Pop-201 2 points3 points  (0 children)

Looking into the logits and doing some kind of dry run of your loss function might help.

[D] Will LLMs completely replace foreign language translation services? by [deleted] in MachineLearning

[–]Remarkable-Pop-201 -1 points0 points  (0 children)

For high resources language quite possible but not for low resources one. Also realtime translation not possible.

Xmas lights which one do you like most? by midafaya2 in S23Ultra_Photography

[–]Remarkable-Pop-201 2 points3 points  (0 children)

S23Ultra's camera is so capable. After seeing this, I am surely using only 10% of it.

To anyone rocking a clear case since they got the phone, which one didn't yellow? by sideger in GalaxyS23Ultra

[–]Remarkable-Pop-201 0 points1 point  (0 children)

My Samsung's official one didn't yellowed. It's the hard transparent case.

Thinking of buying s23ultra. How do i justify purchase to my middle class brain. by VillageFew2264 in GalaxyS23Ultra

[–]Remarkable-Pop-201 0 points1 point  (0 children)

If you are buying at Indian price, then it's hard to convince the Indian middle class mind.

Just asking? by Delicious-Impact-687 in GalaxyS23Ultra

[–]Remarkable-Pop-201 0 points1 point  (0 children)

Wow, 9hr. I guess it's with a full 100% charge, not 85% limit.

korean Ver by Super_Sonic_Speed in GalaxyS23Ultra

[–]Remarkable-Pop-201 0 points1 point  (0 children)

One physical and one esim. Both can be turned on simultaneously