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Monthly Archives: December 2023
Deep Dive into Faiss IndexIVFPQ for vector search
Posted in Computers, programming, Software
Tagged ann-search, faiss, indexivfpq, inverted-file-list, k-means, product-quantization, semantic-search, vector-search
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Understanding internals of llama.cpp
Making notes for my understanding. compare it to the result when I run a new instance of the program and initializing it with the text when the model got reset in the previous run: The two outputs are not quite … Continue reading
Setting up Deep Learning VM in GCP – Part 3
Earlier I had setup a deep learning VM in GCP from scratch but it gave me a few issues: So I tried installing another VM. Making notes to help me out next time. This time I noted down the shell … Continue reading
Setting up Deep Learning VM in GCP – Part 2
In first part, we provisioned a VM. Today we will go over next steps. Install latest Python The VM will come with a version of Python pre-installed. Check if the version is sufficient for your needs. If not, you can … Continue reading
Posted in Computers, programming, Software
Tagged deep-learning, gcp, google-cloud, gpu, vm
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Understanding Internals of Project Loom: 10 Things You Should Know About Java Virtual Threads
TL;DR: Where to go from here:
Setting up deep learning VM in GCP – Part 1
Choosing the wrong Boot disk image This section is for posterity. Do yourself a favor. Skip it and move on to next section. Under the boot disk I selected following Deep Learning image (as suggested by Google) so I would … Continue reading
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