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Understanding how you imagine your life in the future can help employers understand whether the trajectory of the role and company fits in with your personal development goals. To answer, provide general ideas about the skills you want to develop, ...Read more
Understanding how you imagine your life in the future can help employers understand whether the trajectory of the role and company fits in with your personal development goals. To answer, provide general ideas about the skills you want to develop, the types of roles you would like to be in and things you would like to have accomplished.
We’re now at a point where we can run (some thing like ChatGPT) using LLMs locally on our machines, taking advantage of the GPU usage for systems such as Apple Silicon, NVIDIA graphics, and all the other brands of GPU ...Read more
We’re now at a point where we can run (some thing like ChatGPT) using LLMs locally on our machines, taking advantage of the GPU usage for systems such as Apple Silicon, NVIDIA graphics, and all the other brands of GPU out there. Guess what? you don’t have to go through the entire setup of these models to make it work.
From my personal experience, while doing it the unoptimised way, I found out that for example Llama3 which is about 140GB takes about 5 hours to respond to one single prompt. Yes, that’s obvious if it is using CPU. However, there is a better and faster way to do it, with a few tools I will introduce you to in this writeup.
First, you want to get openwebui from the github page, clone this project to your machine
This is an open source project that will give you the interface and management platform that looks like chatgpt from openAI at the moment. You can do many things with it, such as register an account locally, this data is stored on your machine (don’t be scared, your data is not going to anyone), sign in, save prompt, download more models, combine models and use them in your prompts.
To be able to use this, we need another tool called Ollama. Head on to the official web page and download it for your preferred operating system type. Once you do this, ollama should be running on your machine, the way to test this is to go to this localhost on your browser.
http://localhost:11434
You should get a message saying “Ollama is running“. Now you’re ready to pull in the models. On the model list page, you will find a list of the models that have been optimized for GPU usage in ollama. To get one, use the command
These three commands are for pulling these three models, replace the model name you want and pull it. Once that is done, now you can run it using as you can see in the image below
ollama run llama3, ollama run llama2, ollama run phi3
Open openwebui project you cloned in your favourite IDE, in this case, I’m using Visual Studio Code. In the terminal/ command prompt of your VScode, navigate to the backend folder of the project using the command
cd backend
Now, you need to create a new conda environment, this will keep your python packages seperated just for this purpoose only. Assumption here is that you have conda installed on your machine, if you don’t, head on to the official page and select your OS type. Once you have conda installed, create a new environment using the following command
conda create --name openwebui python=3.11
// openwebui could be any name depending on you and then once its is created, activate it by using the command conda activate openwebui. You are now ready to install your python packages, run the following command:
pip install -r requirements.txt -U
The assumption here is that you have pip installed on your machine, and have used it before (if you don’t have pip, download it from here). You can see the requirements.txt file inside the backend folder, it contains all the packages needed. This command installs all the packages required for the project to function properly, -U means upgrade any package that is outdated.
You’re almost ready, you are done with the backend of the application, the front end part of the app (openwebui) is written in js so you need to install all the node dependencies. Do so by running
npm install npm run build
Before running these commands, make sure that you have node installed, I recommend node version 18 and above, you can find it here, select your version and download, if you did it successfully, you can type node --version on your machine and it should respond with the appropriate version you installed. The frontend setup is done.
To start the application, go to the backend folder in the terminal/Command Prompt and enter this command bash start.sh
You should see something like the image below, go to your browser and enter the url http://0.0.0.0:8080. Then you register to the application, select a model to start using (hopefully you should see the list of models you pulled earlier)
Good Luck!!!!, Now you have LLM locally on your machine
Birth defects are problems that occur when babies develop in the uterus. Most birth defects occur during the first 3 months of pregnancy. Birth defects can affect the body’s appearance, the way you work, or both. Some birth defects, such ...Read more
Birth defects are problems that occur when babies develop in the uterus. Most birth defects occur during the first 3 months of pregnancy. Birth defects can affect the body’s appearance, the way you work, or both. Some birth defects, such as cleft lip or neural tube defects, are structural problems that are easy to see. Other diseases, such as heart disease, are discovered by special tests. Birth defects can range from mild to severe. How a birth defect affects a child’s life depends primarily on what organ or part of the body is involved and the severity of the defect.
4: Exposure to certain drugs during pregnancy etc.
What is Down Syndrome?
Down syndrome is a genetic condition that causes mild to severe physical developmental problems. People with Down syndrome are born with extra chromosomes. A chromosome is a group of genes, and your body depends on whether you have the right number. Down syndrome causes this extra chromosome to cause a variety of problems that affect you, both mentally and physically. Down syndrome is a lifelong condition. It can’t be cured, but doctors know about it more than ever. Getting proper treatment early can make a big difference if your child has it as it can help them live a full and meaningful life.
Down syndrome is not inherited. This occurs due to an error in cell division during the early development of the embryo. Translocation Down Syndrome can be passed down from parent to child. However, only about 3-4% of children with Down syndrome have translocations, and only a small fraction of them inherit translocations from one parent.
When balanced translocations are inherited, the mother or father has multiple rearranged genetic material from chromosome 21 to another, with no extra genetic material. This means that he or she has no signs or symptoms of down Syndrome but can tell the children an imbalanced transpose and cause Down Syndrome in the child. The last thing an expecting parent wants to hear is that there is a problem with an unborn child or baby. Most birth defects cannot be prevented, but some measures can be taken to mitigate their environmental impact. Always discuss concerns with your healthcare provider and follow instructions on screening tests, drugs, etc.
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Does age truly matter?“The heart wants what the heart wants” is a saying that couldn’t be more accurate. We truly can’t help with whom we fall in love. Love doesn’t care if someone is older or younger.
Negative social reactions to ...Read more
Does age truly matter? “The heart wants what the heart wants” is a saying that couldn’t be more accurate. We truly can’t help with whom we fall in love. Love doesn’t care if someone is older or younger.
Negative social reactions to age-difference relationships are likely to reflect people’s opposition to unfair and unequal relationships.
Age-difference relationships still work in some situations. It also depends on the outlook for the lives of the people involved and how they handle their relationships. Determining the outcome of relationships with others, regardless of age, is actually an individual propensity. But sometimes there are people who are much more mature than their age. Therefore, if you are older than yourself, your younger partner can adapt to all the situations in which you can have a relationship.
Before starting a relationship with someone much younger or older than you, it’s important to assess your motivations. Love knows no age, but if you only date people from a different generation, it can reveal something about the way you approach relationships. While people who only date younger or older people don’t owe anyone an explanation, it can be helpful to examine the underlying reason. Some people who only date much older people may seek their parents’ figure rather than a romantic partner. They may be financially insecure and therefore want to be with someone who has made a name for themselves in their career.
Sometimes, the likelihood of separation in relationships with an age gap will be higher than in relationships with a younger age. The age factor will become a mental excuse (I mean their reason will convince them) for those who want or have decided to leave the other person. They will not change to meet the needs of the other (younger or older).
Conclusion: love is love. If you or someone you know loves any person a great deal older or younger, the most important factor is that their relationship is healthy, happy, safe, and secure. After all, it does not matter? ”
What is low Self Esteem? Low self-esteem is when someone lacks confidence in who they are and what they can do. They often feel that they are incompetent, unloved or incompetent. Low self-esteem means not to treat yourself with ...Read more
What is low Self Esteem? Low self-esteem is when someone lacks confidence in who they are and what they can do. They often feel that they are incompetent, unloved or incompetent. Low self-esteem means not to treat yourself with a noble attitude. You may not feel confident or insufficient, may feel anxious, and may criticize yourself harshly
Having good self-esteem can affect your motivation, mental health and overall quality of life. However, too high or too low self-esteem can be problematic. A better understanding of what your self-esteem level is can help you achieve the balance that suits you best.
How can it negatively affect your relationship in many ways:
1: Even if you are in an abusive relationship, you are willing to take any measures to keep your partner, you are scared of being
2: It may be difficult for you to be just yourself because you are always seeking recognition and trying to be liked by others.
3: Your jealousy will make your relationships insecure. You are worried that your partner will be attracted to other people and may leave you.
4: Because you are familiar with situations that can lead to being abandoned, deceived, etc. You will be fascinated by being able to feel this familiar insecure relationship. If it does not exist, you can even create it.
5: As the relationship develops, you may be really scared because the real connection feels so strange and false. You may take a step back, become more emotionally distant, and shut down during sex, rather than allowing the connection.
6: You rely on your partner to maintain emotional investment and constant attention, also relying on your partner for happiness.
There are a number of practical things you can do to improve your self-esteem in your relationships. For example, you can start by addressing your needs, It may feel overwhelming to put forward all your needs out there at once, so it is best to start small, with things that do not feel too challenging. Also know that being in a relationship with someone that has low self esteem can be toxic, it best you help them if they are ready to work on it.
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