Author: State Naukri

On the CVTG-2K benchmark, which measures accuracy in placing text across multiple image locations, GLM-Image achieved a Word Accuracy score of 0.9116, ranking first among open-source models. The model also led the LongText-Bench test for rendering extended text passages, scoring 0.952 for English and 0.979 for Chinese across eight scenarios including signs, posters, and dialog boxes. The model natively supports multiple resolutions from 1024×1024 to 2048×2048 pixels without requiring retraining, the report added. Hardware optimization strategy Training GLM-Image on Ascend hardware required Zhipu to develop custom optimization techniques for Huawei’s chip architecture. The company built a training suite that implements…

Headquarters: New York, NY URL: https://lemon.io Are you a talented Senior Developer looking for a remote job that lets you show your skills and get decent compensation? Look no further than Lemon.io — the marketplace that connects you with hand-picked startups in the US and Europe. What we offer: The rate depends on your seniority level, skills and experience. We’ve already paid out over $11M to our engineers. No more hunting for clients or negotiating rates — let us handle the business side of things so you can focus on what you do best. We’ll manually find the best project…

Headquarters: Wayne, PA URL: https://estenda.com The Role You will test and validate a medical device data warehouse used for real world evidence and analytical workloads. The focus is data quality, data lineage, statistical correctness, and traceability of transformations within an AWS Databricks data lake environment. You will work closely with data engineers, developers, analysts, and scientific users and will serve as the primary data quality analyst for the program. Interview Process During the interview candidates will participate in a short analytical exercise involving a small dataset. You will ask questions, explain your reasoning, form and test hypotheses, and communicate…

Railway Clerk Salary: The position of a clerk in the Indian Railways is one of the most prestigious career opportunities. The duties of a railway clerk involve tasks such as ticketing, reservations, and customer service. The salary of a railway clerk per month ranges from INR 19,900 to INR 29,200. Employees also get the benefit of house rent allowance, dearness allowance, and travel allowances from the Indian Railways. In this blog, we will give you a detailed picture of the salary structure of a railway clerk. What is the basic Railway Clerk Salary? According to the 7th Pay Commission, the…

Instead of a full compilation, you can run cargo check to perform most of the checks you need. This will ensure your code would compile, without having to actually compile the code. The former chiefly involves rustc’s checking mechanisms; the latter involves the LLVM-driven build process, which is far slower. Note that cargo check will not skip compilation of as-yet-unbuilt dependencies. If they need to be built to run the check, they will be. But after the first cargo check to get caught up on that process, future check runs will complete far faster. Another common way to avoid rebuilding…

The Delhi High Court directed the Delhi government on Wednesday to act and ensure the formation and functioning of parent-teacher associations (PTAs) in private schools. A bench of Chief Justice D K Upadhyaya and Justice Tejas Karia issued a notice on a PIL filed by NGO Justice for All and sought a response from the Delhi government. The bench asked the Delhi government to state the steps taken by it to ensure that every school has such an association. The petitioner has submitted that there is a widespread and systemic failure of recognised unaided private schools in Delhi in constituting…

In January 2026, Chief Executive Officer (CEO) B.V.R. Subrahmanyam, the National Institution for Transforming India (NITI) Aayog released the 4th edition of the Export Preparedness Index (EPI) 2024 a comprehensive assessment of the export readiness and performance of Indian States and Union Territories (UTs) at an event held in New Delhi, Delhi.Maharashtra has emerged as the top-ranked large state with 68.01 Score, followed by Tamil Nadu (TN) with 64.41 and Gujarat with 64.02, while among the smaller states, Uttarakhand holds the top position with 52.07, followed by Jammu and Kashmir (J&K) with 51.08  and Nagaland with 46.42Exam Hints:What? Export Preparedness…

By Kunwar Shekhar VijendraIndia’s idea of education has never been transactional. From the gurukul tradition to the great centres of learning such as Takshashila and Nalanda, education was seen as a civilisational responsibility, an intimate process of shaping intellect, ethics, and social consciousness. Knowledge was pursued not merely for advancement, but for balance: between skill and wisdom, inquiry and restraint, individual growth and collective good. As artificial intelligence enters India’s higher education system, this inheritance offers a necessary lens through which change must be examined.India’s start-up ecosystem has expanded rapidly, from about 500 start-ups in 2016 to over 1.59 lakh…

Headquarters: New York, NY URL: https://lemon.io Are you a talented Senior Developer looking for a remote job that lets you show your skills and get decent compensation? Look no further than Lemon.io — the marketplace that connects you with hand-picked startups in the US and Europe. What we offer: The rate depends on your seniority level, skills and experience. We’ve already paid out over $11M to our engineers. No more hunting for clients or negotiating rates — let us handle the business side of things so you can focus on what you do best. We’ll manually find the best project…

A strategic roadmap for leaders navigating AI-SaaS convergence Drawing from my experience assisting organizations in updating their SaaS platforms here is the roadmap I suggest: 1. Start with a clear, high-value use case Pick something meaningful: Reduce churn Improve onboarding Cut support costs Optimize infrastructure Avoid “AI for the sake of AI.” 2. Build a strong data foundation This step cannot be bypassed. Invest in: Data pipelines Governance standards Security controls Data quality ownership 3. Launch small, measurable pilots Success builds momentum. Failures, when small, build learning. 4. Integrate ethics and compliance early AI without trust is unusable. 5. Redesign…