replicantrose

3 ms·

1.
Adding ARM Scalable Vector Extensions (SVE) Support to MinIO(blog.min.io)
4 points by replicantrose 2y ago|0 comments
2.
by replicantrose 2y ago
Put together a 5 minute read on why object storage has been particularly nice to build on when training/serving models. This post unsurprisingly revolves around MinIO, which is an open source, high performance object store, but these u
3.
by replicantrose 3y ago
Apache Tika is time-tested and, by some, considered a legacy toolkit. With Tika running as a container and the use of Python bindings, it's possible to get a text extraction experience that is as easy to build with as newer frameworks
4.
An underrated alternative to Unstructured/Nougat for text extraction(blog.min.io)
2 points by replicantrose 3y ago|2 comments
5.
by replicantrose 3y ago
Put together a document text extraction server using Apache Tika (with ~30 lines of code) that can be used to vectorize text for retrieval-augmented generation or to create LLM training datasets. Much credit to the tika-python project for m
6.
Strengths, Weaknesses, and Dangers of LLMs (For Builders)(blog.min.io)
3 points by replicantrose 3y ago|1 comments
7.
by replicantrose 3y ago
For a long time, the hardest part about building software was the interfacing between natural language and syntactic systems. Now, ironically, that might be one of the simplest parts. This 5 minute read explains what LLMs are good (and bad)
8.
Feature Extraction with Large Language Models, Hugging Face and MinIO(blog.min.io)
2 points by replicantrose 3y ago|1 comments
9.
by replicantrose 3y ago
A neat guide on how to perform feature extraction using the hidden states of LLMs. As a bonus, it also goes over securely loading datasets without having to upload your data onto the Hugging Face Hub.
10.
by replicantrose 3y ago
In terms of the detection model, I trained it on a dataset of fairly clear satellite imagery, so it should work even on aircraft at their normal cruising altitudes. For off-the-shelf-drone altitudes, a slightly different dataset may have to
11.
by replicantrose 3y ago
A simple formula for custom object detection (YOLOv8) on the edge (i.e. drones) with MinIO as a data layer.
12.
Detecting aircraft from aerial imagery on the edge(blog.min.io)
5 points by replicantrose 3y ago|4 comments