Serve NLP ML Models using Accelerated Inference API

HuggingFace hosts thousands of state-of-the-art NLP models. With only a few lines of code, you can deploy your NLP model and use it by making simple API requests using Accelerated Inference API. The requests will accept specific parameters depending on the task (aka pipeline) for which the model is configured. When making requests to run … Read more Serve NLP ML Models using Accelerated Inference API

Kth Largest Element in a Stream – Python3 solution

In python, it is possible to transform a list into a priority queue where the top element is the element with the highest priority (and the highest value (in the case of a list of integers)). heapq — Heap queue algorithm in python helps transform a list into a priority queue. Example: Explanation: (k=3) Solution … Read more Kth Largest Element in a Stream – Python3 solution

Reverse Linked List with explanation (c# and Python) – iterative

Given the head of a singly linked list, reverse the list, and return the reversed list. Principle Inside an interaction conditioned by a non-null head value, we store the next node in an independent ListNode, then we cut after the head by setting head.next to newHead, update newHead to head (to be the next updated new tail) and … Read more Reverse Linked List with explanation (c# and Python) – iterative

MLOps with Kubeflow

MLOps – is something similar to DevOps for micro-services. But there are more ML-related aspects to it, more than just the algorithm, such as data and model management, model versioning, model drift, etc. The promise, at least, and so many tools and services exist in this area, whether commercial or open-source, that it’s pretty easy … Read more MLOps with Kubeflow

Loading and Using an ML model in Django

It is definitely recommended to load your ML models in apps.py. When the application runs here, the trained model is loaded only one time. Otherwise, the trained model is loaded whenever an endpoint is called, and the response time will therefore be slower. Let’s assume that your trained model is ready to predict stock prices … Read more Loading and Using an ML model in Django

What are .dacpac files

DACPAC is one single file that contains the database model, i.e. all files represent the database objects. It represents a binary structure of the SSDT-compatible database project.The name comes from an extension of these files. But, if you change the extension from *.dacpac to *.zip, you’ll be able to jump in and check what’s there. … Read more What are .dacpac files

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