teleren/devto huggingface dataset:
Seeking advice on optimizing response time and handling multiple requests on AWS instance with NVIDIA A10G GPU
Tags: llm, python, ai, machinelearning
Published: 2024-04-11 06:27:42

Hey everyone,

I'm currently facing some challenges with optimizing the response time of my AWS instance. Here's the setup: I'm using a `g5.xlarge` instance which houses a single NVIDIA A10G GPU with 24GB of VRAM. Recently, I fine-tuned a mistralai/Mistral-7B-Instruct-v0.2 model on my custom data and then merged it with the base model. Additionally, I applied quantization methods to optimize further.

However, when I send a request to my fine-tuned model, it's taking approximately **3 minutes to respond**, even for requests with a max token of 1024. I'm **looking for suggestions on how to reduce this response time**. 

Furthermore, I've **encountered errors when attempting to handle multiple requests simultaneously**. Specifically, I've received errors like:

1. "Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu! (when checking argument for argument mat2 in method wrapper_CUDA_mm)" 
2. "The SW shall provide an estimated value for the torque
CUDA error: device-side assert triggered
CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect.
For debugging consider passing CUDA_LAUNCH_BLOCKING=1.
Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions."

Could someone please guide me on how to address these errors and efficiently handle multiple requests simultaneously on my AWS instance?

Any help or advice would be greatly appreciated. **Thanks in advance!**
What is Goldshell?
Tags: cryptocurrency, asic, bitcoin
Published: 2024-04-11 06:07:32

Founded in 2017, **[Goldshell ](https://asicmarketplace.com/blog/troubleshooting-goldshell-miner-problems/)**is a major player in the tech industry, specializing in integrated circuits and chips for cryptocurrency mining. Their headquarters are in Shanghai, China, with offices in other locations, reflecting their global reach.

Goldshell's success stems from their highly efficient mining products. They devote a significant portion of their resources (over 70%) to research and development, continuously improving their offerings.  Miners worldwide recognize Goldshell for their social media engagement and the impressive results achieved using their products.
Content Management and Editorial Workflow with a Webflow Developer
Published: 2024-04-11 06:06:10

When working with a [Webflow developer](https://www.sarvadhi.com/blogs/hire-webflow-developer), content management and editorial processes seamlessly integrate with the website development and maintenance aspect. Here's how the roles and responsibilities are typically aligned:

## Content Management (CM):

- **Project Manager or Content Manager:** Oversees the overall content strategy, planning, and workflow.
- **Webflow Developer:** Creates and maintains the content structure within Webflow, ensuring a user-friendly interface for content editors.
- **Content Editors:** Add, edit, and manage content within the Webflow Editor, without needing coding knowledge.

## Editorial Workflow:

- **Editor-in-Chief or Content Lead:** Manages the editorial process, assigns tasks, and ensures quality standards.
- **Webflow Developer:** May be involved in creating custom content templates or modules to streamline content creation and maintain consistency.
- **Writers, Designers, and Editors:** Create and refine content within their respective areas of expertise.
- **Reviewers and Approvers:** Provide feedback and sign off on content before publication.

## Key Considerations for Webflow Projects:

- **Role Clarity:** Clearly define roles and responsibilities for content management and editorial tasks within the Webflow environment to avoid confusion or overlap.
- **Training and Access:** Ensure content editors have proper training on using the Webflow Editor and appropriate access levels to manage content effectively.
- **Customizations:** If unique content structures or workflows are needed, a Webflow developer can create custom solutions to align with specific editorial needs.
- **Integrations:** Explore potential integrations with project management or editorial workflow tools to enhance collaboration and streamline processes.
- **Communication and Feedback:** Establish clear communication channels and feedback loops between content teams and the Webflow developer for smooth collaboration and problem-solving.

By effectively integrating content management and editorial workflows with the expertise of a Webflow developer, you can achieve a well-organized, efficient, and high-quality content publishing process for your Webflow website.
Vape Showcase
Published: 2024-04-11 05:58:46


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Vape Showcase – home to the finest vape & smoke products on the market. We offer a huge variety of products from disposables to liquids and much more. You can order our products with confidence as customer satisfaction is our #1 priority. Contact us today for any questions you may have.

Vape Showcase
Address: 3346 45th St., West Palm Beach, FL 33407
Phone: 800-555-5555
Website: [https://vapeshowcase.com/](https://vapeshowcase.com/)
Contact email: support@vapeshowcase.com

Discover Premium Vape & Smoke Products At Vape Showcase:
HQD Vapes
Vibez Pouches
THCA Flower
CISSP Certification Training Course
Tags: education, training, cissp, technology
Published: 2024-04-11 05:52:42

CISSP Training for getting Certified Information Systems Security (CISSP) certification serves as an opportunity for information technology security professionals to enhance their career with updated knowledge, and skills in the IT security field. Closely aligned with (ISC)2CBK, the CISSP training offered by Sprintzeal introduces you to the best and latest practices in the IT security industry.
Làm thế nào để mua bán Pearlbit đơn giản, nhanh chóng, giá tốt
Published: 2024-04-11 05:51:28

## Cách mua bán USDT Pearlbit trên sàn Muabanusdt.io

## Cách mua USDT Pearlbit

**Bước 1**:

Cách 1: Truy cập vào trang chủ sàn Muabanusdt.io qua đường link https://muabanusdt.io/, sau đó nhấp vào “tôi muốn MUA” ở cột tỷ giá vừa cập nhật và chọn đồng USDT. Hoặc

Cách 2: Click trực tiếp vào link https://muabanusdt.io/mua/usdt/.

**Bước 2**: Điền đầy đủ thông tin vào phiếu mua mà sàn Muabanusdt.io yêu cầu bao gồm:

- Giao thức cần chọn BSC [BNB Smart Chain (BEP20)]. Bạn bắt bắt buộc chọn giao thức để nhận được USDT bạn muốn đầu tư.
- Số lượng cần mua
- Địa chỉ ví USDT BEP20 bạn cần sao chép ở bước lấy địa chỉ ví Pearlbit.
- Email: có thể để trống thông tin này, tuy nhiên, bạn nên điền để lấy hóa đơn xác nhận mua từ sàn Muabanusdt.io

**Bước 3**: Nhấn vào nút "MUA NGAY". Sau 3-5 giây, hệ thống sẽ chuyển hướng đến hóa đơn xác nhận mua. Bạn đọc kỹ thông tin trên hóa đơn này, đồng thời tiến hành thanh toán bằng cách chuyển tiền đến số tài khoản sàn cung cấp, kèm nội dung chuyển khoản.

**Bước 4**: Sau khi chuyển khoản thành công, hệ thống sẽ khớp lệnh và chuyển USDT BEP20 đến địa chỉ ví Pearlbit của bạn trong thời gian 5 phút.

## Cách bán USDT Pearlbit

**Bước 1**:

Cách 1: Truy cập vào trang chủ sàn Muabanusdt.io qua đường link https://muabanusdt.io/, sau đó nhấp vào “tôi muốn BÁN” ở cột tỷ giá vừa cập nhật và chọn đồng USDT.

Cách 2: Click trực tiếp vào link https://muabanusdt.io/ban/usdt/

**Bước 2**: Điền đầy đủ thông tin vào phiếu bán mà sàn Muanusdt.io yêu cầu bao gồm:

- Giao thức cần chọn BSC [BNB Smart Chain (BEP20)]
- Số lượng cần bán
- Thông tin ngân hàng, số tài khoản và tên chủ tài khoản.
- Email: Thông tin này có thể bỏ trống(bạn nên điền để nhận hóa đơn xác nhận bán từ sàn Muabanusdt.io)

**Bước 3**: Nhấn BÁN NGAY. Sau 3-5 giây, hệ thống sẽ điều hướng đến hóa đơn xác nhận bán. Bạn hãy đọc kỹ thông tin và chuyển USDT BEP20 đến địa chỉ ví mà sàn Muabanusdt.io yêu cầu trên hóa đơn xác nhận bán. Chú ý, bạn phải chuyển chính số tiền cần thanh toán, đến cả đơn vị nghìn. 

Sau khi bạn chuyển thành công USDT BEP20 đến địa chỉ ví mà sàn Muabanusdt.io yêu cầu. Số tiền thanh toán VNĐ ghi trên hóa đơn bán sẽ được chuyển khoản đến ngân hàng của bạn trong thời gian 5 đến 15 phút.
SMTP Server Provider
Tags: smtpserverprovider, smtpserverforbulkmailing, smtpserviceproviders
Published: 2024-04-11 05:49:56

An **[SMTP server provider](https://smtpget.com/smtp-service-provider/)** offers email delivery services, managing the transfer of emails between senders and recipients. These providers ensure efficient and reliable transmission of messages, handling tasks such as authentication, encryption, and spam filtering. By maintaining robust infrastructure and adhering to industry standards, SMTP server providers optimize deliverability rates and minimize the risk of emails being flagged as spam. Businesses and individuals rely on SMTP server providers to facilitate seamless communication, enabling them to reach their audiences effectively. Choosing a reputable provider is essential for ensuring consistent email delivery and enhancing overall communication strategies.
React!
Published: 2024-04-11 05:49:20

There is some universal truth to the idea that the more you know about something, the more you realize how much more there is to learn on the topic. A great example of this is learning about React when it comes to coding. You barely have time to get comfortable writing code and along comes an entire new way to write and think about code. 
 

```
import { useState } from "react";
```
It is a simple line of code but it allows us to do so much. To state it simply, the `useState` hook is a feature in React that allows functional components to have state. State is used to manage data that may change over time and will trigger re-renders of the component when it is updated.

That is all well and good but what does that actually mean when you set out to write something. Say you are writing an app to track daily tasks and you want to be able to add new tasks to your list. By using react and states, you have the ability to create interactive user interfaces! Lets see how with a few examples of code you might write in a NewTaskForm component.

```
const initialData = { text: "", category: "" };
const [newTask, setNewTask] = useState(initialData);
```
This component is responsible for rendering a form where the user can input data for a new task. It utilizes the useState hook to manage the form's state, specifically the newTask object, which stores the text and category of the new task.

To actually add the information you want, you need a function to be called whenever the user adds something in the input field or selects a category from the dropdown (for this project I went with typing in the input and selecting from a drop down but it is ultimately up to you).

```
const handleChange = (e) => {
  setNewTask({ ...newTask, [e.target.name]: e.target.value });
};
```
Here the handleChange function is called whenever the user interacts with the input and drop down. It then updates the 'newTask' object with the new values.


Next you need to think about what happens when the form is submitted. A handleSubmit is triggered, you want to prevent default form submission behavior (resetting your page), call a function to actually submit it (in this example we called it `onTaskFormSubmit` and we passed it down from a parent component with the `newTask` object as an argument and finally reset the form fields to their initial state that we defined above.

```
const handleSubmit = (e) => {
  e.preventDefault();
  onTaskFormSubmit(newTask);
  setNewTask(initialData);
};
```
There are a few more things going on in other components that make this code really sing, but this small little cut away shows how React can allow you to manipulate the data so the front end of you website gives the user a fully interactive experience without losing the initial information that was loaded. As I learn more about coding, I realize that everything is built on things I learned the day before. This is just scratching the surface of what states and React can help you do and I know I am looking forward to seeing what comes next.
Exploring Vibrating Adult Toys: A Journey into Pleasure
Tags: pleasure, feelings
Published: 2024-04-11 05:34:57

Discovering the world of Vibrating Adult Toys opens up exciting avenues for pleasure seekers. From captivating BDSM accessories to intriguing vibrating anal toys, there's something to ignite the interest of many. These versatile **[Adult Bondage Toys](https://funturbate.com/collections/bondage-fetish-toys)** cater to diverse sexual desires, fostering deeper connections between partners.

**Unlocking the Secrets of BDSM Toys**

BDSM encompasses a realm of sensual and kinky activities, from physical restraint to indulging in power dynamics. With mutual consent, individuals explore roles of dominance and submission, delving into their innermost desires. Vibrating anal toys and other portable devices enhance intimacy, fostering perseverance and exploration with a partner.

**Tips for Selecting the Perfect Vibrating Adult Toy**

Embarking on the journey of selecting the ideal vibrating adult toy requires careful consideration. Understanding the categories of pleasure, education, and experimentation helps in choosing the right toy. Whether it's a Vibrating Anal Toy or BDSM gear, exploring multifunctional options enhances pleasure and intimacy.

**Navigating the World of Adult Toy Stores**

For newcomers, the array of adult toys can be overwhelming. From thrusting dildos to vibrating anal devices with BDSM themes, the choices are vast. Professional BDSM sex toys and couple-friendly options offer enticing possibilities, inviting exploration and play.

**Enhancing Pleasure with Vibrating Anal Toys**

[Vibrating anal toys](https://funturbate.com/collections/anal-toys-stimulators), also known as thrusters, offer dual stimulation for heightened pleasure. Whether you prefer a uniform surface or a realistic shape, these toys deliver internal vibrations mimicking the sensations of intercourse. With options like Funturbate's selection of high-quality vibrating dildos, users can indulge in solo or partner play with confidence.

**Embracing Desire with Funturbate**

Funturbate's collection of **[Vibrating Adult Toys](https://funturbate.com/collections/anal-toys-stimulators)** caters to diverse desires, fostering intimate connections between partners. From experimentation to shared ecstasy, these toys bridge the gap between couples, creating unforgettable moments of joy and satisfaction. With permission and desire as the foundation, explore the realm of pleasure and intimacy with Funturbate's enticing offerings.
How come my grid has giant gaps?
Tags: css, help, watercooler
Published: 2024-04-11 05:29:40

So I am working on my CSS library, [Spark](https://github.com/CalinZBaenen/Spark), and I am trying to demonstrate the grid-layout  capabilities ov it...
... However, I am displeased by the disproportionate amount ov whitespace between each column, and I don't know what is causing it.

![Image of my grid with giant gaps between each column.](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/1usbl7s8n5bun2hajeaj.png)

I've tried setting both `gap` and `grid-gap` to `0` and have made sure that there are no margins and no padding on the grid, or the grid-items.

The CSS for&nbsp;&nbsp;(that applies to\*)&nbsp;&nbsp;the highlighted grid boils down to this:
```css
* {
  box-sizing:border-box;
  max-height:100%;
  max-width:100%;
  height:fit-content;
}

*[data-flow~="grid"] {
  grid-template-columns:repeat(2, 1fr);
  grid-template-rows:repeat(1, 1fr);
  grid-auto-columns:1fr;
  grid-auto-rows:1fr;
  display:grid;
}

*[data-flow~="row"] {
  grid-auto-flow:row;
}

*[data-padding="char"] { padding:1em; }

.box-container {
  background-color:red;
  width:100%;
}

.box-container[data-flow~="grid"] { gap:1em; }
```

The weird thing is is that when I change the flow to columns, the spacing looks as it should:
![Image of the grid as columns, which is working fine.](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/7rt5gvsvjdr1cxys7sog.png)

So... what's going on here? (Why does spacing work properly between rows and not columns?)
How can I fix this behavior?
Mua ban Anawin an toan, gia tot
Published: 2024-04-11 05:29:09

Trong bài viết dưới đây, chúng tôi sẽ hướng dẫn bạn cách **mua bán Anawin** an toàn trên nền tảng Muabanusdt.io.
## Cách mua bán USDT BEP20 Anawin trên sàn Muabanusdt.io

## Cách mua USDT BEP20 Anawin

**Bước 1**: Truy cập vào trang chủ sàn Muabanusdt.io qua đường link https://muabanusdt.io/, sau đó nhấp vào “tôi muốn MUA” ở cột tỷ giá vừa cập nhật và chọn đồng USDT. 
Hoặc click trực tiếp vào link https://muabanusdt.io/mua/usdt/.

**Bước 2**: Điền đầy đủ thông tin vào phiếu mua mà sàn Muabanusdt.io yêu cầu bao gồm:

- Giao thức cần chọn BSC [BNB Smart Chain (BEP20)]. Bạn bắt bắt buộc chọn giao thức để nhận được USDT bạn muốn đầu tư.
- Số lượng cần mua
- Địa chỉ ví USDT BEP20 bạn cần sao chép ở bước lấy địa chỉ ví Anawin
- Email: có thể để trống thông tin này, tuy nhiên, bạn nên điền để lấy hóa đơn xác nhận mua từ sàn Muabanusdt.io

**Bước 3**: Nhấn vào nút "MUA NGAY". Sau 3-5 giây, hệ thống sẽ chuyển hướng đến hóa đơn xác nhận mua. Bạn hãy đọc kỹ thông tin trên hóa đơn này để nắm được cách thanh toán. Sau đó, bạn chuyển tiền đến số tài khoản sàn cung cấp, kèm nội dung chuyển khoản. Lưu ý, chuyển chính xác số tiền, tính đến đơn vị nghìn.

**Bước 4**: Sau khi chuyển khoản thành công, hệ thống sẽ khớp lệnh và chuyển USDT BEP20 đến địa chỉ ví Anawin của bạn trong thời gian 5 đến 15 phút.

## Cách bán USDT BEP20 Anawin

**Bước 1**: Truy cập vào trang chủ sàn Muabanusdt.io qua đường link https://muabanusdt.io/, sau đó nhấp vào “tôi muốn BÁN ở cột tỷ giá vừa cập nhật và chọn đồng USDT. 
Hoặc click trực tiếp vào link https://muabanusdt.io/ban/usdt/

**Bước 2**: Điền đầy đủ thông tin vào phiếu bán mà sàn Muanusdt.io yêu cầu bao gồm:

- Giao thức cần chọn BSC [BNB Smart Chain (BEP20)]
- Số lượng cần bán
- Thông tin ngân hàng, số tài khoản và tên chủ tài khoản.
- Email: Thông tin này có thể bỏ trống, tuy nhiên bạn nên điền để nhận hóa đơn xác nhận bán từ sàn Muabanusdt.io

**Bước 3**: Nhấn **BÁN NGAY**. Sau 3-5 giây, hệ thống sẽ điều hướng đến hóa đơn xác nhận bán. Bạn hãy đọc kỹ thông tin  và vào sàn Anawin chuyển USDT BEP20 đến địa chỉ ví mà sàn Muabanusdt.io yêu cầu.

Sau khi bạn chuyển USDT BEP20 thành công đến địa chỉ ví của sàn Muabanusdt.io, hệ thống sẽ xác minh và chuyển tiền thanh toán đến tài khoản ngân hàng của bạn trong thời gian 5 đến 15 phút.
Rs8sports – Sảnh chơi casino đỉnh cao nhất 2024
Tags: webdev, javascript, programming, react
Published: 2024-04-11 05:28:30

Rs8sports – Sảnh chơi casino đỉnh cao nhất 2024
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Sảnh casino tại Rs8 có mạng lưới mượt mà 
Nữ Deslay nóng bỏng chuyên nghiệp
Nhà cái RS8 nhiều ưu đãi và khuyến mãi hấp dẫn 
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 SDT: 0789409999
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![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/blg7dluk0g16epleen6q.jpg)
Yashvi Eye Hospital in Satellite - Dr. Yashvi Shah
Tags: eyecarecentre, eyehospital, eyeclinic, yashvishah
Published: 2024-04-11 05:15:45

Discover the transformative clarity offered by[ YASHVI EYE HOSPITAL](https://yashvieyehospital.blogspot.com/
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/x2xp2zh1qt19cy1uhy08.jpg)), your reliable ally in vision restoration. Our skilled ophthalmologists excel in a wide spectrum of eye care solutions, encompassing cataract surgery, LASIK surgery, pterygium surgery, glaucoma management, and retina evaluation and treatment. We are dedicated to delivering advanced, tailored care within a nurturing and welcoming setting. Services include Cataract Surgery, LASIK Surgery, Pterygium Surgery, Glaucoma Care, and Retina Evaluation & Treatment.
Building a Todo Application Backend with MongoDB and Express
Tags: javascript, express, mongodb, webdev
Published: 2024-04-11 05:09:02

In modern web development, creating robust backend services is essential, especially when dealing with dynamic data like todos. In this tutorial, I will build a Todo Application backend using MongoDB as our database and Express.js as our server framework. We'll leverage the Mongoose library to interact with MongoDB in a schema-based manner.

Getting Started
First things first, let's set up our environment. Ensure you have Node.js installed, and then install the necessary dependencies:

npm install express mongoose --save

Connecting to MongoDB
To begin, import the required libraries:

```
const express = require('express');
const mongoose = require('mongoose');
```
Next, establish a connection to your MongoDB database:

```
mongoose.connect('your MongoDB connection string/collection_name');
```
Defining the Schema
Even though MongoDB is a schema-less database, Mongoose requires us to define a schema before creating models. Let's define our Todo schema:

```
const todoSchema = mongoose.Schema({
    title: String,
    description: String,
    isComplete: {
        type: Boolean,
        default: false
    }
});
```
Creating the Model
With the schema in place, let's create a model for our Todo:

```
const todo = mongosse.model('todo' , todoSchema);

```
Get all Todos

```
app.get('/todos', async (req, res) => {
    try {
        const todos = await Todo.find({});
        if (!todos) {
            res.status(404).json({ msg: "Data not found" });
        } else {
            res.json({ todos });
        }
    } catch (error) {
        res.status(500).json({ msg: error });
    }
});

```
Create a new todo:

```
app.post('/create-todo', async(req, res) =>{
    //create the todos
    const {title, descrption} = req.body;

    try{
        await todo.create({
            title,
            description
        })
        res.json({
            msg :"To do created"
        })
    }
    catch(error){
        res.status(411).json({
            msg: "Error"
        })
    }
    //write the logic of creating a todo
})
```
Update a Todo

```
app.put('/update-todo', async(req,res) =>{
    //update the todo

    const {id} = req.body;
    try{
        await todo.updateOne({
            _id : id
        }, {
            isComplate : true
        })
        res.json({
            msg : "Task completed"
        })
    }
    catch(error){
        res.status(505).json({
            msg : "Server Error"
        })
    }

})
```
Conclusion
In this tutorial, we've covered the basics of building a Todo Application backend using MongoDB and Express. We've learned how to define schemas, create models, and implement CRUD operations. 

Please see the below Github link for the code:
https://github.com/tirthraval/todo-backend

Happy coding! 🚀
Easy Guide to Becoming a Software Developer in 2024
Tags: developer, engineer, shortcut, webdev
Published: 2024-04-11 04:42:33

Ready to dive into the world of software development this year? Here’s your simple roadmap:

1. **Learn Basics**: Start with fundamentals like Python, JavaScript, or Java. Get comfy with coding concepts.

2. **Pick a Path**: Choose what interests you—web, mobile, data, or security.

3. **Keep Up**: Stay updated on what's new in tech through blogs, webinars, and forums.

4. **Hands-On**: Build stuff! Websites, apps, whatever. Practice makes perfect.

5. **Connect**: Join coding groups, meetups, and online communities. Network!

6. **Get Experience**: Intern, freelance, or volunteer. Real-world skills matter.

7. **Soft Skills Matter**: Communication and teamwork are as important as coding chops.

8. **Open Source Love**: Contribute to open-source projects. It's a win-win.

9. **Stay Tough**: Challenges happen. Keep learning and pushing forward.

10. **Showcase Yourself**: Build a portfolio and resume. Show off what you can do.

Follow these steps, and you'll be well on your way to rocking the software world in 2024. Happy coding!