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Please save this post: 1- RACA token = 1.000X Easy = 0,20 very Easy. 2- USMLab.bab Metamon, lands, NFTs (BSC) = 10.000X Easy 3- Looki.bab = 1.000.000,00 USD 4- Matrix Plus Box (MPB) 15.000.000,00 USD 5- NODE R = 20k usdt per month 6- NODE SR = 200k usdt... show more
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@RACA_3 @USMverse @LookiAvatar @MPB_USM @DrWatney @KodaRobotDog @bsf_ai 🤝🚀🚀🚀🚀 #raca 10.000x go go go
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@RACA_3 @USMverse @LookiAvatar @MPB_USM @DrWatney @KodaRobotDog @bsf_ai 🚀🚀🚀🚀🚀🚀 If what you say comes true. You can declare your prophethood. 😂😂😂 God bless you Rico🙏🙏
@RACA_3 @USMverse @LookiAvatar @MPB_USM @DrWatney @KodaRobotDog @bsf_ai Amen
@RACA_3 @USMverse @LookiAvatar @MPB_USM @DrWatney @KodaRobotDog @bsf_ai Mpb holders airdrop? Is this estimate for 2025? Or till 2030?
@RACA_3 @USMverse @LookiAvatar @MPB_USM @DrWatney @KodaRobotDog @bsf_ai At any moment they will press the START button, when they press it you will start to believe me.
@RACA_3 @USMverse @LookiAvatar @MPB_USM @DrWatney @KodaRobotDog @bsf_ai Your numbers are impressive. But you know it's just a dream.
@RACA_3 @USMverse @LookiAvatar @MPB_USM @DrWatney @KodaRobotDog @bsf_ai Please save this post, we'll talk later if it's a dream or not.
@RACA_3 @USMverse @LookiAvatar @MPB_USM @DrWatney @KodaRobotDog @bsf_ai #RACA
@RACA_3 @USMverse @LookiAvatar @MPB_USM @DrWatney @KodaRobotDog @bsf_ai When, bro? When I’m in the grave?😂😂😂 I’m waiting for it to happen while we’re still alive
@RACA_3 @USMverse @LookiAvatar @MPB_USM @DrWatney @KodaRobotDog @bsf_ai The time is coming, stop being anxious… 😃😃
![Self Attention by hand ✍️ ~ 9 steps walkthrough below Self-attention is what enables LLMs to understand context. How does it work? So I drew and calculated one entirely by hand. Goal: turn four 6D features into four 3D attention weighted features, filling in every cell yourself. = 1. Given = Four feature vectors, six dimensions each, one per position. = 2. Query, key, value = Let us multiply the features by WQ, WK and WV. Queries, keys and values all come out of the same four features, and that is what the word "self" is doing in self-attention. = 3. Prepare for MatMul = We copy the queries across the top and the transposed keys down the side. Lining the two up is half the work. = 4. MatMul = Let us multiply K transpose by Q. Every cell is the dot product of one key with one query, which we use as a matching score. That works because the dot product is the numerator of cosine similarity: it is how alike two vectors are, before anyone divides by their lengths. = 5. Scale = We divide by the square root of dk, the dimension of a key vector, here 3. Without it the scores grow with the dimension and a 64-wide head would swamp the softmax. To keep the page doable in pen, the drawing approximates dividing by root 3 with halving. = 6. e to the power = Let us raise e to the power of each score. This is the first half of softmax, and the drawing uses 3 in place of e, which is close enough to do in your head. = 7. Sum = We add up each column: 16, 6, 7 and 12. = 8. Normalize = Let us divide every cell by its column sum. That gives the attention weight matrix in yellow, and each of its four columns is now a probability distribution over the four positions. The decimals are nudged as they are rounded, so every column still sums to exactly 1. = 9. MatMul = We multiply the value vectors by those weights. Each output is a blend of all four values, mixed in the proportion the attention matrix just decided, and it goes to the position-wise feed forward network in the next layer: the FFN box at the bottom of the page. The outputs: Attention weights (A), by column = [.2, .6, 0, .2], [.2, .4, .2, .2], [.4, .2, 0, .4], [.1, .7, .1, .1] Attention weighted features (Z) = [8, 2, 6], [8, 4, 4], [16, 4, 2], [4, 2, 7] The takeaway: attention is a weighted average, and everything before step 9 exists to decide the weights. Compare every position with every other, turn the scores into one distribution per position, then blend. 💾 Save this post!](https://image.24vids.com/tw-2079933315990057242/ext_tw_video_thumb/2079933302048219136/pu/img/q3wr-ymUWG3Ai-ij.jpg)
![Multiple Indian companies are saying it's really easy to get work in New Zealand Now that I've started looking for these promotional videos by Indian companies, I've found way too many, which is really concerning. Why has National, Labour, and ACT "sold us out" by signing the India-NZ FTA that will make it even easier? It's already way too easy. With the example below, you'll see that nearly anyone can get in. Here's a quick example: "If your age is between 18 and 55 then you can work here" "The cost of this visa is between 18,000 to 20,000 which is $325 New Zealand Dollars" "You can earn from 2 to 3.5 lakh rupees per month [$6,571 NZD p/m]" This will be the last example I post. It was posted yesterday and specifically targets low-skilled jobs that were typically taken by our Pacific neighbors, students, those who can't find full-time employment, etc. Here's the translation to about two thirds of the way through - the rest was repetitive so I didn't include it: TRANSLATION: "So guys New Zealand's seasonal visa has started. If you want to work on New Zealand's seasonal visa for a year, in this video i will guide you step by step how you can get New Zealand's seasonal visa. What are the requirements of the documents? How much is the cost of the visa? What is the process time and what is the age limit? You will get all the details in this video so keep watching the video till the end. So basically, you can do apple picking on seasonal visa in which you can earn from 2 to 3.5 lakh rupees per month [$6,571 NZD p/m] and you can also do your fruit picking job as a Cherry Picker, Grab Picker, Pack House Worker, Orchard Worker, Pruning Worker, Farm Worker, Meat Processing, etc. If your age is between 18 and 55 then you can work here. You can work as warehouse worker, housekeeper, cleaner and farm worker. You can apply even if your education is in 8th or 10th or 12th grade [NZ NCEA Level 1 - NCEA Level 3]. Both male and female candidates can apply for this visa. To apply for New Zealand seasonal visa, first you have to do a job application. Job application is shown on the screen. You can go inside and do job application. If you don't know how to do job application, you can contact me. I will give you all the numbers. We will apply for you and also make a professional CV and cover letter of New Zealand format. This is the first step: - First you have to do job application - After that CV is selected - After that company gives you sponsorship letter - After that you can apply for this visa The cost of this visa is between 18,000 to 20,000 which is $325 New Zealand Dollars and after processing time you can get one or two weeks visa. And friends Indian, Pakistan, Nepali and Bangladesh also can apply for this visa So i am showing you how you can apply for this visa so guys if you want to work on New Zealand's seasonal visa many people are confused about which country they can go to and which country they can't go to I am going to clear that too. This visa is a fixed length of stay, you can stay here for maximum 11 months and in some cases if your employer sponsor you for 1 year, then you can stay here for 1 year.... The processing time of required seasonal visa is 80% in 4 days and sometime in 1 or 2 weeks. Tis is the total process time if your age is between 18 years and 55 years. If you are physically fit and can lift maximum weight from 25 to 30 kgs, you can apply for this visa but you should have an offer letter from New Zealand. Through this letter you can apply for this visa and you will get the visa for only 20,000 rupees. You cannot bring your family with you for this visa you can only apply as an individual and you can work here. So one important thing here is that you can't change your employer or company. You have to work where you get a sponsorship...." Translated using Whisper AI Original Source: Copyright Authority: Fair Dealing](https://image.24vids.com/tw-2070776486013882481/amplify_video_thumb/2070776304077791232/img/QgwLoxM0nfaPnYfI.jpg)
