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Left: Existing methods improve CLIP's generalization by learning prompts with image supervision or using non-transferable prompt ensembling with LLM knowledge. In contrast, our approach, ProText, ...

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This can be done under the existing PAN 1.0 system or the new PAN 2.0 framework. According to the Economic Times, Sudhir Kaushik, CEO of Taxspanner.com mentioned: “The existing PAN card will not ...

This updated initiative will involve a complete overhaul of the existing PAN/TAN 1.0 system, simplifying both essential and auxiliary PAN/TAN functions in addition to PAN validation services.

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This release adds compatibility to the Spring Boot 3.3.x line as well as the existing support for the Spring Boot 3.2.x line.

It consolidates all PAN/TAN activities and validation services into a single ecosystem for improved efficiency. The system overhaul will enhance infrastructure and replace the PAN/TAN 1.0 ecosystem.

This will be an upgrade of the current PAN/TAN 1.0 ecosystem consolidating the core and non-core PAN/TAN activities as well as PAN validation service, the finance ministry said in a release.

What is PAN 2.0? PAN (Permanent Account Number) 2.0 is an upgraded version of PAN 1.0. PAN serves as a unique taxpayer number. The new PAN card aims to streamline businesses and citizen-centric ...