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Deep Learning

This tag is for discussing, sharing articles, and asking questions primarily on deep learning - a subfield of machine learning.

about #deeplearning

Conventional machine learning techniques are limited in their ability to automatically transform the raw unstructured data into a suitable internal representation. Deep learning methods are representation learning methods with multiple levels of representation, obtained by composing several simple but non-linear modules that each transform the representation at one level (starting with the raw input) into a representation at a higher, slightly more abstract level - to put it simply - Neural Networks. With the composition of enough such transformations, very complex functions can be learned - a universal approximator.
If you want to share something primarily on deep learning techniques please use #deeplearning tag.

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Feb 23

How Transformers Architecture Powers Modern LLMs

#ai #architecture #deeplearning #llm

8 min read

seah-js

Mar 7

Attention Is All You Need — Full Paper Breakdown

#ai #transformers #deeplearning #machinelearning

4 min read

vaibhav ahluwalia

Feb 21

Caching Strategies for LLM Systems – Part 4: Grouped-Query Attention for Scalable, Efficient Transformers

#deeplearning #llm #machinelearning #performance

3 min read

Feb 19

I made an AI that detects landmines

#ai #machinelearning #deeplearning

6 min read

Mar 5

If You Can't Explain It to a Six-Year-Old, You Don't Understand It

#machinelearning #python #deeplearning #beginners

5 min read

Shira S

Feb 17

Generating SEM Images from Segmentation Masks

#computervision #deeplearning #machinelearning #ai

4 min read

Feb 18

Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

#ai #beginners #deeplearning #machinelearning

4 min read

Madhesh .v

Feb 17

Low-Rank Matrix Factorization: Shrinking LLMs Without Breaking Their Brain

#ai #deeplearning #llm #machinelearning

2 min read

B Kamalesh

Feb 17

"Knowledge Distillation: How to Make Tiny AI Models as Smart as Giant Ones"

#ai #deeplearning #llm #machinelearning

3 min read

Karthick S

Feb 17

Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

#ai #beginners #deeplearning #machinelearning

3 min read

Kishore V

Feb 17

Pruning in Deep Learning: Structured vs Unstructured

#ai #deeplearning #machinelearning #performance

3 min read

Lalith Aditya S

Feb 17

Shrinking Numbers, Not Power: Understanding Quantization in Large Language Models

#deeplearning #llm #machinelearning #performance

3 min read

Feb 18

Whispering Giants: How Knowledge Distillation Shrinks LLMs Without Losing Their Brilliance

#ai #deeplearning #llm #machinelearning

3 min read

Kishore V

Feb 17

Pruning in Deep Learning: Structured vs Unstructured

#ai #deeplearning #machinelearning #performance

3 min read

vast cow

Feb 16

Audio Segmentation with YAMNet: Detecting Speech, Music, and Silence

#deeplearning #machinelearning #python #tutorial

6 min read

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