#ais is a sap

[ageless-aislynn]

We're back, baby.

[casualavocados]

Chen Yi smiling at/because of Ai Di

KISEKI: DEAR TO ME (2023)

[sophiethewitch1]

ill be quite frank, fic is not something you are owed. fandom is a community and if you are constantly treating your artists/writers like shit they will stop. they get nothing from this other than community feedback (comments. im talking about comments here) and thats it. and if you make stuff remember: unless youre getting paid, they dont owe you shit!!!!!

[ireallyamabear]

we had a presentation at work about on what developments the company wants to do in the next few years ... and most of it is AI. i'm so tired.gif. they showed us all how ai can create videos and images but .... we are in construction. we dont even do that shit. i'm even more tired.jif. and even if there's ai application that could theoretically do shit for us.... why is everyone so eager to go with a tech that isn't even fully developed yet. skeptical about every other digitalization thing but THIS we need. i cant sleep but im exhausted.png.

[partypanic]

I LOVE giving self-aware ai trauma SOOOO much heart emoji

[double-features]

≽^• ˕ • ྀི≼ --- “i need an easy friend ”

------------- >> SAV'S MASTERLIST!!

───────────────୨ৎ───────────────

pt. 1 . . . FANFICS :

-------- actual full length fics, not one shots!!

tate langdon : cobain ---- link

≽^• ˕ • ྀི≼ ------- synopsis: uhh just look at the fics description on wattpad, it basically explains it all!!

───────────────୨ৎ───────────────

pt. 2 . . . ONE SHOTS :

cooper day : three cheers for sweet revenge ---- link

≽^• ˕ • ྀི≼ ------- synopsis: moody boyfriend x sunshine partner on halloween real not clickbait!! reader convinces cooper to match halloween costumes with her, and landed on a specific mcr related couples costume!

peter maximoff : breakfast club ---- link

≽^• ˕ • ྀི≼ ------- synopsis: reader is considered a bit of a basket case amongst her classmates, an enigma to most. during detention one day, the annoying kleptomaniac decides to bother reader! the two totally dont hit it off at first, but eventually learn to appreciate one another

max cooperman : cinema nerd ---- link

≽^• ˕ • ྀི≼ ------- synopsis: when a film nerd and wannabe director gets invited to the movies by their cutie patootie best friend, sparks fly. reader geeks out over the cinematography and max just falls more in love with them

───────────────୨ৎ───────────────

pt. 3 . . . BOTS :

todd haynes : you like comics? ---- link

≽^• ˕ • ྀི≼ ------- synopsis: todd has the FATTEST crush on user, its really not as subtle as he thinks. so, when user is spotted at atomic comics, with a little push from his pals, todd finally makes a move on user! well, sort of

tate langdon : about a girl ---- w.i.p

≽^• ˕ • ྀི≼ ------- synopsis: based on my fic cobain. go read it!! its so much better than the bot. anyways. user is a musician who shares a couple classes with tate, and one lovely day whilst he was at a music store, user performs nirvana's about a girl. obviously tate fell in love right then and there

james patrick march : name of love ---- link

≽^• ˕ • ྀི≼ ------- synopsis: james finally found his new obsession. after decades of not getting over the countess, a specific guest has his smitten. so he did what any normal person would do and killed them to be with him forever! how sweet!

[angelinthefire]

For the record I think generative AI is just a tool and as such is morally neutral. It's the way it's used and the purpose it's used for that matters.

[localravenclaw]

I let my partner wingman my ai Sebastian into taking me to a Forbidden Forest date even though he was dodgy af about it and now I feel like fcking Princess Aurora. The gods are so good to me!

[astiacademy-dwc]

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[proteustechnologies]

What should I look for in an ERP solution

Everyone says that they have an ERP solution at a wide range of price points. How do I choose one for my SME

Longevity

Check if the ERP solution would meet your requirement 5 years from now when you grow say 5X, add new manufacturing locations, add different lines of business. ERPs not only need to address the growth volume of your business but need to adapt to the business process changes required as you grow.

How easy it is to use

Can your average user learn and adapt easily, this is more relevant for SME organizations trying to embrace ERPs , as they are not in a position to employ specially trained skills for ERP implementation or operations. Your cloud ERP should be intuitive to use and as simple and easy as an e-commerce website. Make sure that the user experience is simple and follows the typical standards of any web application.

A SaaS model helps

A SaaS based ERP allows you to start with very low opex costs and minimal investment. Your opex increases as your business grows and you have a more rational approach towards investment in technology.

What about open source

One major advantage of open source solutions is that there is no license cost to acquire it. Other than that, open source solutions really don't provide any additional benefits to the end customer, most of whom would like to concentrate on their business, rather than trying to change or modify the source code. Secondly since it is open source, support and feature enhancements are driven by the community and the community should be as eager as you to add a feature .

Check the total cost of ownership of open source solutions.

1.Requirement understanding costs

2.License costs

3.Hosting or cloud costs and all the licenses required to run the open source

4.Support costs

5.Cost and reliability of making changes in the solution

The connected EcoSystem

Organizations need to leverage on the connected ecosystem. Does your ERP provide open and easy connectivity to marketplaces, statutory bodies, vendor and customer systems, banks and financial intermediaries. Does it have the capability to provide APIs for easy and quick integration and implementation.

What about AI in ERP?

A number of ERP vendors have started incorporating AI in their ERP solutions, and most of them are Cloud ERP providers. It is impossible to incorporate the infrastructure required for AI on an stand alone ERP system, the costs become prohibitive. Cloud ERPs can build AI capabilities leveraging the cloud infrastructure and share the same infrastructure with all the users.

There are already a number of use cases where AI can be used in an ERP, for instance read unstructured documents / emails using AI and convert them to Sales orders, Expenses, GRN in the ERP. Flag transactions which seem irregular by nature, detect fraud or suspicious transaction, increase planning accuracy using AI, continuous auditing, realtime evaluation of your business partners and Ai driven business analytics and Insights

To conclude

Though most ERP vendors will try and match your requirement document either "out of the box" or by so called "minor" customisation, you need to look beyond the current requirements and ensure that your ERP vendor has a track record of adapting and leveraging trends in technology so that you will be able to stay ahead in the future.

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[ortezsamuel]

this is something that literally only appeals to me but a dsmp rvb au would solve all my problems right now

[object44object-moved]

sap oh my god

[digisolutions01]

Accelerate: Simplifying Deep Learning Training with Hugging Face

In the rapidly evolving landscape of Artificial Intelligence and Machine Learning (AIML), rapid model training is crucial. As models become more complex, the need for tools that streamline training processes has grown. Hugging Face’s Accelerate library emerges as a powerful solution for AIML engineers providing a user-friendly interface to manage distributed training mixed precision, and hardware utilization. This blog will delve into capabilities of acceleration, how to get started, and best practices for leveraging its features.

What is Accelerate?

Accelerate is a lightweight library created that simplifies the training of PyTorch models across various hardware configurations. It abstracts away the complexities of training pipelines enabling users to focus on developing their models. The library allows for seamless transitions between different training setups whether on a single GPU multiple GPU, or even TPUs.

Key Features of Accelerate

Ease of use: Accelerate is designed to minimize the amount of code required for distributed training, making it accessible even for those new to the domain.

Distributed Training: With built-in support for distributed training, Accelerate automatically handles device placement and synchronization, allowing users to their effortlessly.

Mixed Precision Training: The library supports distributed training. Accelerate automatically handles device placement and synchronization, allowing users to scale their training effortlessly.

Flexibility: Accelerate integrates seamlessly with existing PyTorch codebases, allowing engineers to adopt it without needing to rewrite their training scripts entirely.

Configuration: Users can easily configure different training settings (like precision and device) through a straightforward command line interface.

Getting started with Accelerate:

Step 1: Import libraries

Step 2: Declare dataset

Step 3: Define a model

Step 4: Initialize Accelerate

Step 5: Training loop

Advantages of Using Accelerate

Simplifies Distributed Training: Accelerate handles all the complexities of distributed training making it easy for users to scale their models without deep technical knowledge.

Performance Optimization: The library’s support for mixed precision can lead to faster training times and reduced memory usage, particularly beneficial for large models.

Rapid Prototyping: Engineers can quickly iterate on model design and configuration due to the minimal setup required for training pipelines.

Flexibility: It works seamlessly with existing PyTorch code allowing developers to integrate it into their projects easily without extensive modifications.

Comprehensive Documentation: The library is well documented, providing users with clear guidelines, examples and best practices.

Disadvantages of Using accelerate

Limited to PyTorch : Accelerate is specifically designed for PyTorch, so users of other deep leaning frameworks may not benefit from its features.

Learning curve: While it simplifies many tasks, users still need to understand the underlying concepts of distributed training and mixed precision to use the library effectively.

Debugging Complexity: When training in distributed setting debugging can become more complex making it challenging to identify the source of errors.

Dependency Management: Users must ensure that their environment is correctly set up for the libraries and tools that Accelerate relies on, which may involve additional configuration.

Resource Intensive: Utilizing multiple GPUs or TPUs can be resource-intensive requiring careful management of resources and potentially leading to their highest cost for cloud-based solutions.

Best Practices for Using Accelerate:

Monitor GPU Usage: When training on GPUs monitor their utilization using tools like nvidia-smi to ensure that you are effectively using available resources.

Experiment with Mixed Precision: Enabling mixed precision can yield performance benefits, especially when training large models. Ensure your hardware supports it.

Checkpoints: Save your model checkpoints at regular intervals to avoid losing progress during training, especially for longer runs.

Debugging: If you encounter issues, try running your script in a single-GPU configuration first to isolate problems before scaling up to multi-GPU or TPU setups.

Conclusion :

Hugging face’s Accelerate library is an asset for AIML engineers looking to optimize and simplify the training of deep learning models. It’s easy to use, supports mixed precision and distributed training, and seamless integration with PyTorch makes it an ideal choice for both beginners and experienced practitioners.

By leveraging Accelerate, you can focus more on the intricacies of model design and experimentation while the library takes care of the heavy lifting associated with training pipelines. Whether you’re working on a small project or scaling up large data sets, Accelerate can enhance your workflow and productivity.

[websyn]

Enhancing Customer Experiences with Microsoft Power Apps and SAP Integration

In today's fast-paced business environment, customer experience is a key differentiator for successful enterprises. With businesses striving for seamless operations, both Microsoft Power Apps and SAP stand at the forefront of providing solutions that integrate cutting-edge technology with customer-centric strategies. This combination enhances the way businesses interact with customers, streamlining processes, and improving outcomes across industries.

Understanding the Power of Integration

Microsoft Power Apps enables businesses to quickly build custom applications that cater to specific operational needs, without the need for extensive coding knowledge. Its versatility allows for the creation of apps that can address everything from data entry and analysis to workflow automation. Meanwhile, SAP, with its robust suite of enterprise solutions, excels in areas such as enterprise resource planning (ERP), supply chain management, and customer relationship management (CRM).

When these two powerful tools integrate, businesses can bridge the gap between data and action. By connecting Power Apps with SAP systems, companies can ensure that customer-facing apps have real-time access to critical data, such as inventory levels, order status, and customer information. This integration empowers teams to deliver timely and relevant services, all while maintaining a single source of truth across various departments.

Enhancing Efficiency and Personalisation

One of the key benefits of integrating Microsoft Power Apps with SAP is the enhanced ability to personalise customer experiences. By leveraging SAP's customer data and insights, businesses can develop custom applications in Power Apps that are tailored to specific customer needs, enabling faster responses and more relevant interactions.

For example, sales teams can use Power Apps integrated with SAP CRM to track customer preferences, purchase history, and feedback. This data can be used to provide personalised recommendations or alerts on new products, improving customer satisfaction and boosting sales opportunities.

Streamlining Operations and Improving Decision-Making

Integrating Power Apps with SAP doesn't just enhance customer experiences but also improves operational efficiency. With seamless connectivity between systems, businesses can reduce manual work, eliminate data silos, and increase productivity across teams. For instance, service teams can access up-to-date information on customer orders, inventory status, and delivery timelines through a single application. This not only enhances the speed of decision-making but also ensures that customers receive accurate, real-time information, enhancing trust and loyalty.

Furthermore, the integration provides businesses with powerful analytics capabilities. Power Apps can pull data from SAP to deliver actionable insights, helping leaders make informed decisions that directly impact customer satisfaction. This data-driven approach enables companies to stay ahead of customer demands and adapt to changing market conditions swiftly.

Key Benefits for Businesses

Improved Customer Engagement: The seamless flow of information between Power Apps and SAP ensures that customer-facing teams have the most accurate and up-to-date data at their fingertips. This results in better engagement, faster issue resolution, and more meaningful interactions.

Operational Efficiency: Automating workflows, reducing manual processes, and accessing data in real-time helps businesses streamline operations, reduce errors, and deliver superior customer service.

Data-Driven Decisions: By integrating Power Apps with SAP, businesses can unlock powerful insights from customer data, leading to more informed decisions, personalized services, and enhanced customer satisfaction.

Scalability and Flexibility: Both Microsoft Power Apps and SAP are scalable solutions, which means businesses can start small and gradually expand their applications as their needs grow. This makes them ideal for businesses looking for a flexible solution to enhance customer experiences.

Conclusion

Integrating Microsoft Power Apps with SAP systems offers businesses a dynamic way to improve customer experiences. By leveraging real-time data, businesses can deliver more personalised, timely, and effective services, ultimately leading to enhanced customer satisfaction and loyalty. With the ability to streamline operations and provide actionable insights, this integration empowers businesses to stay competitive in a rapidly evolving market. As customer expectations continue to rise, solutions like these will be essential in ensuring that companies remain responsive, relevant, and customer-centric.

[vastedge330]

Discover how SAP Concur leverages machine learning to streamline travel, expense, and invoice management. Explore its key features, benefits, and the future of automated business processes.