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Short #13 | A fun history about Git
"the information manager from hell" - creator of git
Mar 3
•
Harshit Sharma
1
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Short #13 | A fun history about Git
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January 2024
Short #12 | MIPS vs MCSS (Maximum Inner Product / Cosine Similarity Search)
And the one that matters !!
Jan 5
•
Harshit Sharma
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Short #12 | MIPS vs MCSS (Maximum Inner Product / Cosine Similarity Search)
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October 2023
Short #11 | Softmax Temperature
It's HOT !!
Oct 19, 2023
•
Harshit Sharma
2
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Short #11 | Softmax Temperature
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September 2023
Short #10 | random.seed() and Hitchiker's Guide to Galaxy
And their uncanncy connection
Sep 16, 2023
•
Harshit Sharma
2
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Short #10 | random.seed() and Hitchiker's Guide to Galaxy
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July 2023
Short #9 | Gradient Checkpointing
To scale new heights in model training
Jul 3, 2023
•
Harshit Sharma
2
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Short #9 | Gradient Checkpointing
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June 2023
Short #8 | Approximate Nearest Neighbors (1/2)
And where to find them using Product Quantization
Jun 19, 2023
•
Harshit Sharma
1
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Short #8 | Approximate Nearest Neighbors (1/2)
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Short #7 | What is Gradient Accumulation ?
It's the answer to "I can't increase batch size because of limited GPU"
Jun 5, 2023
•
Harshit Sharma
2
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Short #7 | What is Gradient Accumulation ?
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May 2023
Short #6 | How does Linear layer act on multi-dimensional tensor ?
Sounds trivial for 1D, but how about a 3D tensor (or any *D tensor) ?
May 9, 2023
•
Harshit Sharma
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Short #6 | How does Linear layer act on multi-dimensional tensor ?
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April 2023
Short #5 | Tensor Broadcasting
And this is how Numpy does it
Apr 27, 2023
•
Harshit Sharma
2
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Short #5 | Tensor Broadcasting
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July 2022
Short #4 | RNN - Matrix dimensions and Parameters
Jul 31, 2022
•
Harshit Sharma
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Short #4 | RNN - Matrix dimensions and Parameters
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June 2021
Short #3 | Flattening 2D lists VS 2D Tensors
It might be frustrating to find out that the only approach you knew to flatten suddenly doesn’t apply to your data at hand. Hence it doesn’t hurt to…
Jun 19, 2021
•
Harshit Sharma
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Short #3 | Flattening 2D lists VS 2D Tensors
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May 2021
Short #2 | Case Study | How LinkedIn used NLP to design Help Search System
This is the summary of original post by LinkedIn on how NLP is being used (as of 2019) in designing its Help Search System. Problem Statement: Given a…
May 16, 2021
•
Harshit Sharma
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Short #2 | Case Study | How LinkedIn used NLP to design Help Search System
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