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“Look closely at the subtle, almost secretive movements between LingOrm’s hands I swear to you, those two are in a passionate romantic relationship.”😌 “Despite having the same size and gap, Orm's hand seems to naturally fit right into Ling's.”🌚🌚🌚😆😝👀🤭 #หลิงออม #LingOrm

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Changg

2,531 subscribers

72,384 次观看 • 11 个月前 •via X (Twitter)

音乐艺术#หลิงออม#LingOrm
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Nowadays, every girl seems to be carrying these mug-like bottles with a straw. Wherever you look, you see the same thing in almost every girl’s hand, whether she is walking on the road, going to the gym, going to the office, or shopping. They always have this mug-like bottle in one hand. A normal person drinks water only once or twice in an hour, so what is the need to keep holding a bottle all the time? It would be much easier for girls to keep a regular water bottle in their bag. Their hands wouldn’t hurt from carrying such a bottle around all day. Sometimes even such useless things become a trend and fashion.
0:18

Nowadays, every girl seems to be carrying these mug-like bottles with a straw. Wherever you look, you see the same thing in almost every girl’s hand, whether she is walking on the road, going to the gym, going to the office, or shopping. They always have this mug-like bottle in one hand. A normal person drinks water only once or twice in an hour, so what is the need to keep holding a bottle all the time? It would be much easier for girls to keep a regular water bottle in their bag. Their hands wouldn’t hurt from carrying such a bottle around all day. Sometimes even such useless things become a trend and fashion.

Saffron Chargers

84,151 次观看 • 9 天前

Ormbibi: P'Ling is ignoring me..... pouting big time 🥹 😂😂😂 lips moving instantly 👀 Orm immediately pouts and acts all spoiled when her special someone hasn't paid attention to her yet 🤧 🤣traits like these only exist between people who are in love like: " you're not paying attention to me, you're not caring for me, so i'm pouting right now " pouting with that straight face the second you're ignored 🤭😆 #LingOrm #หลิงออม
0:08

Ormbibi: P'Ling is ignoring me..... pouting big time 🥹 😂😂😂 lips moving instantly 👀 Orm immediately pouts and acts all spoiled when her special someone hasn't paid attention to her yet 🤧 🤣traits like these only exist between people who are in love like: " you're not paying attention to me, you're not caring for me, so i'm pouting right now " pouting with that straight face the second you're ignored 🤭😆 #LingOrm #หลิงออม

Changg

20,679 次观看 • 15 天前

I’ve seen so many posts criticizing the Trump admin for supporting the Orban government in Hungary because of Orban’s relationship with Putin. But when you look at the opposition in Hungary and what they stand for, you suddenly understand it far better. At an anti-government protest in Hungary, it quickly turned into a pro-Palestine event, with the lead singer and the crowd chanting, “Szabad, szabad Palesztina” - “Free, free Palestine.” When you realize what’s behind all these leftist movements across Europe, and who their leaders are, you begin to see what’s really happening.
0:12

I’ve seen so many posts criticizing the Trump admin for supporting the Orban government in Hungary because of Orban’s relationship with Putin. But when you look at the opposition in Hungary and what they stand for, you suddenly understand it far better. At an anti-government protest in Hungary, it quickly turned into a pro-Palestine event, with the lead singer and the crowd chanting, “Szabad, szabad Palesztina” - “Free, free Palestine.” When you realize what’s behind all these leftist movements across Europe, and who their leaders are, you begin to see what’s really happening.

Mor Edge Insight

30,449 次观看 • 4 个月前

"Who has been your [closest] teammate in the World Cup? Because to everyone, Pedri is, I don’t know, almost like your brother, right? You two have a relationship... but of course, the World Cup has left us with that image that is Marcos Llorente. Who is that one teammate who has given you...?" 🗣️Ferran: Well, I mean, in the end Pedri is like… someone deeply close to me, you know? At the end of the day, he and I have been through a lot together.
0:19

"Who has been your [closest] teammate in the World Cup? Because to everyone, Pedri is, I don’t know, almost like your brother, right? You two have a relationship... but of course, the World Cup has left us with that image that is Marcos Llorente. Who is that one teammate who has given you...?" 🗣️Ferran: Well, I mean, in the end Pedri is like… someone deeply close to me, you know? At the end of the day, he and I have been through a lot together.

archives

260,290 次观看 • 14 天前

I dared to look at the Amazon reviews today. You are giving A War To Win Back Your World 5 stars. ⭐️⭐️⭐️⭐️⭐️ I had avoided looking because I was afraid of the abuse, the usual insults and the inevitable “far right” and “conspiracy theorist” labels. But it seems you understand the map I have shown you and the direction in which we are heading. I wrote this book because my arrest cancelled me completely from a career I excelled at. i wrote it because I was tired. Tired of the narrative, tired of being told not to question and tired of the greatest lie of all… That none of this is connected. I wrote a book to wake you up.
0:13

I dared to look at the Amazon reviews today. You are giving A War To Win Back Your World 5 stars. ⭐️⭐️⭐️⭐️⭐️ I had avoided looking because I was afraid of the abuse, the usual insults and the inevitable “far right” and “conspiracy theorist” labels. But it seems you understand the map I have shown you and the direction in which we are heading. I wrote this book because my arrest cancelled me completely from a career I excelled at. i wrote it because I was tired. Tired of the narrative, tired of being told not to question and tired of the greatest lie of all… That none of this is connected. I wrote a book to wake you up.

Bernie

16,029 次观看 • 1 个月前

I think it’s about time I hire a packer. It’s getting really difficult to keep up with all the packing. The problem is, I’m kind of stuck right now. I have little ones at home, so I really don’t want someone coming into my garage to work. At the same time, I’m not at the level yet where I can justify leasing a small warehouse. So I’m between a rock and a hard place. For those of you who’ve been through this stage, what did you do? Any ideas to help me speed this up and get by until I’m ready for a small warehouse?
0:10

I think it’s about time I hire a packer. It’s getting really difficult to keep up with all the packing. The problem is, I’m kind of stuck right now. I have little ones at home, so I really don’t want someone coming into my garage to work. At the same time, I’m not at the level yet where I can justify leasing a small warehouse. So I’m between a rock and a hard place. For those of you who’ve been through this stage, what did you do? Any ideas to help me speed this up and get by until I’m ready for a small warehouse?

Shams Muhammad

21,118 次观看 • 10 天前

Watching this clip again suddenly reminded me of that incident : when Ling didn’t like Orm’s photo for six straight days, and Orm had to go live just to clarify that she and the other person were “ just friends ” 😂🤭☺️ If you still remember this, you must be a long time fan, right? 😂 1/9/2024: Orm went live to clear things up 2/9/2024: Orm successfully made up with her older girlfriend 😌😍 Back then, both Ling and Orm spoke up to clear things up whenever rumors popped up about them having a boyfriend or a girlfriend ( one even posted a clarification in three languages, while the other went live to explain everything clearly. ) The funny part is, when people started speculating that LingOrm were a couple, that they were each other’s girlfriends and actually dating…. the two of them stayed completely silent : no statements, no denials at all 😚😚😚 #LingOrm #หลิงออม
0:11

Watching this clip again suddenly reminded me of that incident : when Ling didn’t like Orm’s photo for six straight days, and Orm had to go live just to clarify that she and the other person were “ just friends ” 😂🤭☺️ If you still remember this, you must be a long time fan, right? 😂 1/9/2024: Orm went live to clear things up 2/9/2024: Orm successfully made up with her older girlfriend 😌😍 Back then, both Ling and Orm spoke up to clear things up whenever rumors popped up about them having a boyfriend or a girlfriend ( one even posted a clarification in three languages, while the other went live to explain everything clearly. ) The funny part is, when people started speculating that LingOrm were a couple, that they were each other’s girlfriends and actually dating…. the two of them stayed completely silent : no statements, no denials at all 😚😚😚 #LingOrm #หลิงออม

Changg

161,952 次观看 • 8 个月前

Ok, many things to see in these two videos. 1) man is wearing the purple jade necklace (if ykyk🤭) and THE FUCKING BRACELET!!!!! 😭😭😭😭 2) And as he is wearing that, his caption in the Douyin is "Let me ask you a question: has it touched your heart?" 3) He made this iconic Douyin with the same fit and everything with the bgm "I secretly fell in love with you." WOOOOWWWWWWOWOOWOW Talk about being so down bad, am I right? 😗
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Ok, many things to see in these two videos. 1) man is wearing the purple jade necklace (if ykyk🤭) and THE FUCKING BRACELET!!!!! 😭😭😭😭 2) And as he is wearing that, his caption in the Douyin is "Let me ask you a question: has it touched your heart?" 3) He made this iconic Douyin with the same fit and everything with the bgm "I secretly fell in love with you." WOOOOWWWWWWOWOOWOW Talk about being so down bad, am I right? 😗

GnuTan (Not available atm)

13,459 次观看 • 4 个月前

Forget $GME — it’s a dying brick and mortar retailer. Now it’s: Forget $BP — he’s just riding his brother’s fame. There’s a lot of parallels between the two. Are you watching closely? Ryan Cohen recently said he was never passionate about the GameStop business. Most of us weren’t either we rallied around people like Ryan Cohen and Keith Gill because we believed in them. I think it’s time for more people to start believing in Kevin Gill. 🐶♾️
0:14

Forget $GME — it’s a dying brick and mortar retailer. Now it’s: Forget $BP — he’s just riding his brother’s fame. There’s a lot of parallels between the two. Are you watching closely? Ryan Cohen recently said he was never passionate about the GameStop business. Most of us weren’t either we rallied around people like Ryan Cohen and Keith Gill because we believed in them. I think it’s time for more people to start believing in Kevin Gill. 🐶♾️

Wise

31,158 次观看 • 3 个月前

This guy built a visual scanner that reads 468 points on his face and 42 points on his hands from a regular webcam and turns them into a cloud of thousands of particles right between his palms. Inside, MediaPipe and TouchDesigner are linked: the first captures hands and face from the webcam with high accuracy, the second turns those coordinates into a live plane and feeds it into a POP system that instantly generates a swarm of particles in the shape of a head. No studio, no render farmer, no VR headset. Just a laptop, a webcam, and 1 TouchDesigner session. And traditional VJ studios keep teams of 5 people on a setup with lighting, custom hardware, and commercial plugins, while his expenses are only a TouchDesigner subscription and a regular USB camera. One laptop runs MediaPipe and TouchDesigner simultaneously, holds the camera stream at 60 FPS without drops, and in parallel processes 468 face points + 21 points on each hand. The camera captures frame after frame, MediaPipe in real time sends TouchDesigner the finger coordinates and face geometry, and the POP operator inside the engine translates those numbers into thousands of particle points with colors from bright pink to gold. This setup immediately defines the role of the tool and the limits of its autonomy. It knows where the fingertips are at every moment of the frame. It knows how to read the face geometry at any angle to the camera. It knows how to draw a swarm of particles between them with the right color and contour. → MediaPipe pulls 468 points from the face and 21 points from each hand, 60 times per second → TouchDesigner receives those coordinates, builds a virtual rectangle between the fingertips, and feeds it into the POP system → POP generates thousands of particle points in the shape of a head, coloring them in a gradient from bright pink to gold → The HUD layer adds green corners and a blue neon frame, styling the image like an AR interface → All layers assemble into 1 real-time frame that projects back onto the video in the camera window → The final image is recorded to a file or broadcast to a projector for a live installation And only when the guy spreads his hands wider does the plane between the palms stretch; brings them together, it narrows. Otherwise the system runs on its own. And when he moves from his home room to a concert hall, the same laptop with the same webcam launches the same TouchDesigner session in just 5 minutes, without reconfiguration, without a new team, and without a single line of new code. In his work setup there is no studio of his own and no team for assembly. On the desk sits a laptop with a webcam, on top run MediaPipe and TouchDesigner with POP operators, and the same setup through a USB camera moves to any concert without a new configuration. Out of everything I have seen this year, this is the cleanest Creative Coding setup on 1 laptop: 0 render farms, 0 studio lighting, and between them 3 libraries, thousands of particle points, and 1 webcam.
0:10

This guy built a visual scanner that reads 468 points on his face and 42 points on his hands from a regular webcam and turns them into a cloud of thousands of particles right between his palms. Inside, MediaPipe and TouchDesigner are linked: the first captures hands and face from the webcam with high accuracy, the second turns those coordinates into a live plane and feeds it into a POP system that instantly generates a swarm of particles in the shape of a head. No studio, no render farmer, no VR headset. Just a laptop, a webcam, and 1 TouchDesigner session. And traditional VJ studios keep teams of 5 people on a setup with lighting, custom hardware, and commercial plugins, while his expenses are only a TouchDesigner subscription and a regular USB camera. One laptop runs MediaPipe and TouchDesigner simultaneously, holds the camera stream at 60 FPS without drops, and in parallel processes 468 face points + 21 points on each hand. The camera captures frame after frame, MediaPipe in real time sends TouchDesigner the finger coordinates and face geometry, and the POP operator inside the engine translates those numbers into thousands of particle points with colors from bright pink to gold. This setup immediately defines the role of the tool and the limits of its autonomy. It knows where the fingertips are at every moment of the frame. It knows how to read the face geometry at any angle to the camera. It knows how to draw a swarm of particles between them with the right color and contour. → MediaPipe pulls 468 points from the face and 21 points from each hand, 60 times per second → TouchDesigner receives those coordinates, builds a virtual rectangle between the fingertips, and feeds it into the POP system → POP generates thousands of particle points in the shape of a head, coloring them in a gradient from bright pink to gold → The HUD layer adds green corners and a blue neon frame, styling the image like an AR interface → All layers assemble into 1 real-time frame that projects back onto the video in the camera window → The final image is recorded to a file or broadcast to a projector for a live installation And only when the guy spreads his hands wider does the plane between the palms stretch; brings them together, it narrows. Otherwise the system runs on its own. And when he moves from his home room to a concert hall, the same laptop with the same webcam launches the same TouchDesigner session in just 5 minutes, without reconfiguration, without a new team, and without a single line of new code. In his work setup there is no studio of his own and no team for assembly. On the desk sits a laptop with a webcam, on top run MediaPipe and TouchDesigner with POP operators, and the same setup through a USB camera moves to any concert without a new configuration. Out of everything I have seen this year, this is the cleanest Creative Coding setup on 1 laptop: 0 render farms, 0 studio lighting, and between them 3 libraries, thousands of particle points, and 1 webcam.

Blaze

38,242 次观看 • 3 个月前

Josh Duhamel Addresses 21-Year Age Gap with Wife Audra Mari Josh Duhamel, 53, opened up about his marriage to Audra Mari, 32, during a recent podcast. The Transformers actor humorously addressed their 21-year age difference after realizing his younger sister Cassidy (born when he was 21) is almost exactly the same age as his wife. Duhamel explained: “Cassidy came along and I was playing football at Minot State University. I remember looking up at the stands and I saw my mom… I’m 21 years old and she’s having another baby. I looked at the photo [of me holding baby Cassidy] and I looked at my wife and I said, ‘You and Cassidy are exactly the same age.’ I am officially too old for you.” (Video: AI) He laughed it off, noting the couple (who share two young children) is happily building their life together. (In the bottom half of the video you can see Josh with wife Audra Mari smiling together.) How important is age difference when it comes to lasting relationships?
0:15

Josh Duhamel Addresses 21-Year Age Gap with Wife Audra Mari Josh Duhamel, 53, opened up about his marriage to Audra Mari, 32, during a recent podcast. The Transformers actor humorously addressed their 21-year age difference after realizing his younger sister Cassidy (born when he was 21) is almost exactly the same age as his wife. Duhamel explained: “Cassidy came along and I was playing football at Minot State University. I remember looking up at the stands and I saw my mom… I’m 21 years old and she’s having another baby. I looked at the photo [of me holding baby Cassidy] and I looked at my wife and I said, ‘You and Cassidy are exactly the same age.’ I am officially too old for you.” (Video: AI) He laughed it off, noting the couple (who share two young children) is happily building their life together. (In the bottom half of the video you can see Josh with wife Audra Mari smiling together.) How important is age difference when it comes to lasting relationships?

Paul A. Szypula 🇺🇸

27,359 次观看 • 1 个月前

Taekwondo mom and daughter help cops nab armed robbers When two armed robbers entered a businessman’s bungalow in Begumpet on Thursday afternoon, the Taekwondo-trained woman and her daughter fought back despite being unarmed. Today, the two men are in police custody. Amita, trained in Taekwondo, a Korean martial arts and combat sport, recounted, "My attacker aimed the gun at me while I was unarmed. Despite this, I punched back. During the struggle, I fell, and he attempted to open fire on me. Fortunately, the gun jammed. I began shouting for help and attempted to remove his helmet." At the same time, Amita’s daughter rushed into the living room and attacked the man. The two robbers identified as Susheel Kumar and Premchandra from Uttar Pradesh were arrested by Hyderabad city police. The mother and daughter duo received applause from the city and social media, while North Zone Deputy Commissioner of Police (DCP) Rohini Priyadarshini and Bharatiya Janata Party leader Etela Rajender felicitated them. #Hyderabad #Telangana
0:13

Taekwondo mom and daughter help cops nab armed robbers When two armed robbers entered a businessman’s bungalow in Begumpet on Thursday afternoon, the Taekwondo-trained woman and her daughter fought back despite being unarmed. Today, the two men are in police custody. Amita, trained in Taekwondo, a Korean martial arts and combat sport, recounted, "My attacker aimed the gun at me while I was unarmed. Despite this, I punched back. During the struggle, I fell, and he attempted to open fire on me. Fortunately, the gun jammed. I began shouting for help and attempted to remove his helmet." At the same time, Amita’s daughter rushed into the living room and attacked the man. The two robbers identified as Susheel Kumar and Premchandra from Uttar Pradesh were arrested by Hyderabad city police. The mother and daughter duo received applause from the city and social media, while North Zone Deputy Commissioner of Police (DCP) Rohini Priyadarshini and Bharatiya Janata Party leader Etela Rajender felicitated them. #Hyderabad #Telangana

Sudhakar Udumula

101,126 次观看 • 2 年前

Fox News’ Jesse Waters just made a disturbing claim tonight, saying "I saw on the way in to work an illegal immigration family digging through the trash looking for recyclables." Jessica Tarlov then asked him, “How did you know they were illegal?" Watters responded, “You can tell. Trust me.” This is propaganda. You can’t tell the difference between illegal immigrants and legal immigrants. The vast majority of immigrants entering legally or illegally are coming here because they want to make a life for themselves and their families. They want the same opportunities that we have from birth. When you are on the top, it’s easy to be king of the hill. It’s easy to demonize, criticize and stigmatize those who are trying to reach where you are at. Deep down most of us want the same things. Just because your ancestors immigrated here a little sooner doesn’t give you a right to treat them like crap. There are no easy answers to the immigration problem, but treating them any less humane than we want to be treated just wrong.
0:19

Fox News’ Jesse Waters just made a disturbing claim tonight, saying "I saw on the way in to work an illegal immigration family digging through the trash looking for recyclables." Jessica Tarlov then asked him, “How did you know they were illegal?" Watters responded, “You can tell. Trust me.” This is propaganda. You can’t tell the difference between illegal immigrants and legal immigrants. The vast majority of immigrants entering legally or illegally are coming here because they want to make a life for themselves and their families. They want the same opportunities that we have from birth. When you are on the top, it’s easy to be king of the hill. It’s easy to demonize, criticize and stigmatize those who are trying to reach where you are at. Deep down most of us want the same things. Just because your ancestors immigrated here a little sooner doesn’t give you a right to treat them like crap. There are no easy answers to the immigration problem, but treating them any less humane than we want to be treated just wrong.

Ed Krassenstein

6,176,571 次观看 • 3 年前

We’ve seen guys like Judge, Stanton, Wells and others tinker with their stances to get into a better hitting position to attack strikes in the zone. When a guy like Volpe has struggled to hit consistently for his first 3 years, is constantly late on mid-velocity heaters in the middle of the zone and is constantly off-balance when he misses the off-speed stuff; you think to take a look at his pre-pitch habits especially what he’s doing with his hands and stride, and consider eliminating some of the unnecessary movements to simplify things and be ready to attack a pitch in the strike zone sooner. Volpe starts with his hands high above his head with some waggle to probably keep his hands moving and stay in rhythm, then as he strides he drops his hands into the slot while he loads, then wraps his hands behind him as he strides and keeps his weight back on his backside. That front foot needs to get down early as he gets his hands back to be ready to smoke something in the zone. Why hasn’t someone suggested dropping his hands pre-pitch in his stance to get them into the slot early, keep them back to prevent wrapping, and cut out one less moving part to get him better ready to attack pitches in the zone? He can even still have some waggle back there if he prefers to keep his hands moving. In theory if his hands are down and back already, all he needs to do is get his front foot down in time? It’s worth a try lol
0:10

We’ve seen guys like Judge, Stanton, Wells and others tinker with their stances to get into a better hitting position to attack strikes in the zone. When a guy like Volpe has struggled to hit consistently for his first 3 years, is constantly late on mid-velocity heaters in the middle of the zone and is constantly off-balance when he misses the off-speed stuff; you think to take a look at his pre-pitch habits especially what he’s doing with his hands and stride, and consider eliminating some of the unnecessary movements to simplify things and be ready to attack a pitch in the strike zone sooner. Volpe starts with his hands high above his head with some waggle to probably keep his hands moving and stay in rhythm, then as he strides he drops his hands into the slot while he loads, then wraps his hands behind him as he strides and keeps his weight back on his backside. That front foot needs to get down early as he gets his hands back to be ready to smoke something in the zone. Why hasn’t someone suggested dropping his hands pre-pitch in his stance to get them into the slot early, keep them back to prevent wrapping, and cut out one less moving part to get him better ready to attack pitches in the zone? He can even still have some waggle back there if he prefers to keep his hands moving. In theory if his hands are down and back already, all he needs to do is get his front foot down in time? It’s worth a try lol

JL

329,513 次观看 • 1 年前

The wait is over, into the Elements we go. ✨ Presenting your Phase One #EMF24 lineup filled to the brim with some of the biggest names and rising stars in dance music! 👀 Peep those unique sets you're unlikely to catch at any other festival. 🚨 Tickets are ON SALE NOW! Quantities at $299 are limited and prices increase soon, so hurry to secure your spot at the current tier! 📆 Pay only $50 down at the time of purchase and split your order into 7 monthly installments by choosing our Payment Plan option! ⏰Be on the look out for more names coming soon. With a lineup this epic we're going to sell out, so snag your ticket today and we'll see you in August!
0:12

The wait is over, into the Elements we go. ✨ Presenting your Phase One #EMF24 lineup filled to the brim with some of the biggest names and rising stars in dance music! 👀 Peep those unique sets you're unlikely to catch at any other festival. 🚨 Tickets are ON SALE NOW! Quantities at $299 are limited and prices increase soon, so hurry to secure your spot at the current tier! 📆 Pay only $50 down at the time of purchase and split your order into 7 monthly installments by choosing our Payment Plan option! ⏰Be on the look out for more names coming soon. With a lineup this epic we're going to sell out, so snag your ticket today and we'll see you in August!

Elements Music & Arts Festival

114,533 次观看 • 2 年前

And while so many of you are treating the fanchant like it‘s a way to give “credit” (which isn’t the purpose of a fanchant AT ALL) I hope the majority remember what ENHA themselves shared in the Blood Saga behinds. They talked about how intense the preparation for this tour was—from having to rearrange songs, relearn formations and rework choreography. These 6 poured their blood, sweat, and tears into making sure ENGENEs would have an amazing experience despite everything that has happened these past few months. Put fanwars, engagement, and number games aside. When you walk into that venue and see those 6 giving everything they have on stage, I hope it reminds you that the least we can do is respect and support the current lineup in front of us.
0:12

And while so many of you are treating the fanchant like it‘s a way to give “credit” (which isn’t the purpose of a fanchant AT ALL) I hope the majority remember what ENHA themselves shared in the Blood Saga behinds. They talked about how intense the preparation for this tour was—from having to rearrange songs, relearn formations and rework choreography. These 6 poured their blood, sweat, and tears into making sure ENGENEs would have an amazing experience despite everything that has happened these past few months. Put fanwars, engagement, and number games aside. When you walk into that venue and see those 6 giving everything they have on stage, I hope it reminds you that the least we can do is respect and support the current lineup in front of us.

Trinᥫ᭡

13,821 次观看 • 1 个月前

In this clip High School Children in Kassala, Eastern Sudan are out furiously protesting the fall and genocide of Al Fashir. Sudanese are repeatedly lectured that they must simply accept they have to co-exist with this UAE sponsored genocidal militia that its dismantlement is “unrealistic” with those who call for it demeaned as “War mongers”. The same people who tell Sudanese that they must surrender would be outraged if you suggested Ukrainians do the same. Why do Sudanese not have a right to resistance and liberation why should they have to settle for continued terror at the hands of a foreign proxy militia?
0:14

In this clip High School Children in Kassala, Eastern Sudan are out furiously protesting the fall and genocide of Al Fashir. Sudanese are repeatedly lectured that they must simply accept they have to co-exist with this UAE sponsored genocidal militia that its dismantlement is “unrealistic” with those who call for it demeaned as “War mongers”. The same people who tell Sudanese that they must surrender would be outraged if you suggested Ukrainians do the same. Why do Sudanese not have a right to resistance and liberation why should they have to settle for continued terror at the hands of a foreign proxy militia?

Mohanad

76,312 次观看 • 9 个月前

Added context to my tiny diffusion model to enable sequential generation of longer outputs! Currently the context is a quarter of the sequence length (seq_len=256, context_len=64). I have a theory that the less semantic-value-per-token, the worse the “curse of parallel decoding” is. With parallel decoding, we independently predict multiple tokens in one step. With the sentence “My poker hand was a ___ ___”, two valid predictions are “two pair” and “straight flush”. Because each token prediction is independent though, we can end up with a nonsensical output like “two flush”. This seems to be exacerbated with low semantic-value-per-token, as now you need more tokens to express the same concept. Instead of needing to independently predict two tokens, we might need to predict 10 instead (which is of course much harder). The model currently has noticeably worse output compared to nanogpt (similar size) and I believe this is a main reason. I’ll try adding confidence-aware parallel decoding (from NVIDIA’s Fast-dLLM paper) and other tricks and see how much they improve generation quality.
0:12

Added context to my tiny diffusion model to enable sequential generation of longer outputs! Currently the context is a quarter of the sequence length (seq_len=256, context_len=64). I have a theory that the less semantic-value-per-token, the worse the “curse of parallel decoding” is. With parallel decoding, we independently predict multiple tokens in one step. With the sentence “My poker hand was a ___ ___”, two valid predictions are “two pair” and “straight flush”. Because each token prediction is independent though, we can end up with a nonsensical output like “two flush”. This seems to be exacerbated with low semantic-value-per-token, as now you need more tokens to express the same concept. Instead of needing to independently predict two tokens, we might need to predict 10 instead (which is of course much harder). The model currently has noticeably worse output compared to nanogpt (similar size) and I believe this is a main reason. I’ll try adding confidence-aware parallel decoding (from NVIDIA’s Fast-dLLM paper) and other tricks and see how much they improve generation quality.

Nathan Barry

89,040 次观看 • 10 个月前

rui on 🫧 (100726) 16h34 today i went to santa monica,,! 🌅 i took a lot of photos, so i came to show them to you 🤭 *photos* (in chinese) — is that the same bird that muti took a photo of? 😳 (the pelican) 🦋 yep! — rui, do you like birds? you have two bird photos. i like birds 🦋 i do like them~ (in chinese) — are you on bubble at this time because you woke up? 🦋 i haven't slept yet! haha (in chinese) — did you maybe buy anything good? 🦋 i bought myself a keyring with the letter "r" on it 😙 (in english) — Beautiful ruruz!! 🦋 🩷💛🩷💛 (in chinese) — is this the little mermaid? 🦋 yes yes 🧜🏻🧜🏻‍♂️ (in chinese) — rui, i got first place in two subjects and received a scholarship! 🦋 did you give yourself a reward? (eat something good~) — are the sunglasses in the photo ones you bought? 🦋 no ㅋㅋㅋ they're just for the photo 😆 (in chinese) — are your nails real or press-on? 🦋 press-on 😋 (in chinese) — did you end up buying a mermaid? 🦋 Nop 🤣🤣 — rui oppa, why aren't you sleeping? 🦋 i just laid down now ㅋㅋ actually, today i went to see the sunset,,,! but the weather wasn't good, so i couldn't see it. but that's okay~ the people there were pretty and the scenery was pretty too 😌 (in chinese) — rui, what's that gray pouch hanging under your phone? 🦋 airpod 😆 (in chinese) — rui rui, who was about to go watch the sunset, is also beautiful! standing by the sea, you're a scenery yourself. who wouldn't want to see a mermaid come ashore? 😙 🦋 colorful breeze 🎶 *1st video* (in chinese) — is the birthmark on your shoulder from hitting a rock when you came ashore as a mermaid? 🦋 !!! maybe! *2nd video* going to ride the roller coaster 🐰🐵🦊 🦋 is guarding the bags — rui did the most important job 🩷 🦋 right right i'm going to sleep now,, today was really happy. you go to sleep soon too! *photo* 𝑮𝒐𝒐𝒅 𝒏𝒊𝒈𝒉𝒕 💤
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rui on 🫧 (100726) 16h34 today i went to santa monica,,! 🌅 i took a lot of photos, so i came to show them to you 🤭 *photos* (in chinese) — is that the same bird that muti took a photo of? 😳 (the pelican) 🦋 yep! — rui, do you like birds? you have two bird photos. i like birds 🦋 i do like them~ (in chinese) — are you on bubble at this time because you woke up? 🦋 i haven't slept yet! haha (in chinese) — did you maybe buy anything good? 🦋 i bought myself a keyring with the letter "r" on it 😙 (in english) — Beautiful ruruz!! 🦋 🩷💛🩷💛 (in chinese) — is this the little mermaid? 🦋 yes yes 🧜🏻🧜🏻‍♂️ (in chinese) — rui, i got first place in two subjects and received a scholarship! 🦋 did you give yourself a reward? (eat something good~) — are the sunglasses in the photo ones you bought? 🦋 no ㅋㅋㅋ they're just for the photo 😆 (in chinese) — are your nails real or press-on? 🦋 press-on 😋 (in chinese) — did you end up buying a mermaid? 🦋 Nop 🤣🤣 — rui oppa, why aren't you sleeping? 🦋 i just laid down now ㅋㅋ actually, today i went to see the sunset,,,! but the weather wasn't good, so i couldn't see it. but that's okay~ the people there were pretty and the scenery was pretty too 😌 (in chinese) — rui, what's that gray pouch hanging under your phone? 🦋 airpod 😆 (in chinese) — rui rui, who was about to go watch the sunset, is also beautiful! standing by the sea, you're a scenery yourself. who wouldn't want to see a mermaid come ashore? 😙 🦋 colorful breeze 🎶 *1st video* (in chinese) — is the birthmark on your shoulder from hitting a rock when you came ashore as a mermaid? 🦋 !!! maybe! *2nd video* going to ride the roller coaster 🐰🐵🦊 🦋 is guarding the bags — rui did the most important job 🩷 🦋 right right i'm going to sleep now,, today was really happy. you go to sleep soon too! *photo* 𝑮𝒐𝒐𝒅 𝒏𝒊𝒈𝒉𝒕 💤

xlov archive ✦

25,127 次观看 • 1 个月前