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Everything tea

bb rex

3,249 subscribers

38,590 次观看 • 5 个月前 •via X (Twitter)

Anya Rossi• Live Now

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“jade face tea, hair tea, outfit tea. everything” exactly bianca! 🙂‍↔️

“jade face tea, hair tea, outfit tea. everything” exactly bianca! 🙂‍↔️

sᴏᴜʟ 🧸ྀི

15,648 次观看 • 8 个月前

Everything tea! 🤏🏾

Everything tea! 🤏🏾

Kia

94,672 次观看 • 6 个月前

Face body outfit everything tea ok ma’am

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Face body outfit everything tea ok ma’am

✶

157,934 次观看 • 9 个月前

Premiere was so tea but everything reminds me of her... #bb27

Premiere was so tea but everything reminds me of her... #bb27

AngeBaddie 💋#bb28 winner era

53,150 次观看 • 1 年前

"Yes we are crazy turks" "As a turk we also use tea glass for everything" "Haha tea glass is very important in our culture. We use 'incebelli' word to our tea glasses which means slim waisted as you can see in this picture."

"Yes we are crazy turks" "As a turk we also use tea glass for everything" "Haha tea glass is very important in our culture. We use 'incebelli' word to our tea glasses which means slim waisted as you can see in this picture."

𝙈𝙪𝙩𝙡𝙖𝙠 𝘽𝙪𝙩𝙝𝙖𝙣

95,290 次观看 • 7 个月前

Gayton says: If the DA get 40% and PA gets 11 he is forget everything he ever said about the DA. He is definitely going to give DA the 11%. He will even make tea for Helen Zille #MadlangaCommission

Gayton says: If the DA get 40% and PA gets 11 he is forget everything he ever said about the DA. He is definitely going to give DA the 11%. He will even make tea for Helen Zille #MadlangaCommission

Mr Ayee🔴🟢⚫️🪓🇿🇦🇿🇦 🇿🇦🇿🇦🇿🇦💯

146,139 次观看 • 10 个月前

Zhoumi: but Donghae.. it's weird that he thinks herbal tea is ok Donghae: I like everything when I think it's healthy Hyukjae: *disbelief 😂* then do you endure it? Donghae: eung Hyukjae: if it's not healthy but tastes like this? Donghae: it's not good #동해 #은혁

Zhoumi: but Donghae.. it's weird that he thinks herbal tea is ok Donghae: I like everything when I think it's healthy Hyukjae: disbelief 😂 then do you endure it? Donghae: eung Hyukjae: if it's not healthy but tastes like this? Donghae: it's not good #동해 #은혁

Cheese 🧀 & (애니)

11,744 次观看 • 11 个月前

Tapi memang betul tau kalau time tak makan merapu and jaga makan memang muka susah naik jerawat 🙂‍↔️ Improve your inner health first; then everything follows. Satu2 masalah akan hilang. This carefully curated artisanal tea can help you☺️

Tapi memang betul tau kalau time tak makan merapu and jaga makan memang muka susah naik jerawat 🙂‍↔️ Improve your inner health first; then everything follows. Satu2 masalah akan hilang. This carefully curated artisanal tea can help you☺️

Izreen

49,566 次观看 • 1 年前

op : please give a recommendation 🦋: can u drink coffee? op : no 🦋 : then would u like something fresh? (op took out her wallet) 🦋 : no, u don’t need to pay. I already paid for everything ™️ (whoa) 🦋: so, milk tea? op : yes 🦋 : let’s go

op : please give a recommendation 🦋: can u drink coffee? op : no 🦋 : then would u like something fresh? (op took out her wallet) 🦋 : no, u don’t need to pay. I already paid for everything ™️ (whoa) 🦋: so, milk tea? op : yes 🦋 : let’s go

🦋パニ🐶✨

72,640 次观看 • 4 个月前

#Majmob: Wake up the tea is hot. The compact girls has got to fighting. After things got a little heated between #Nadia & #Kayla. Now what happen was that #Nadia threanted to air out the business with #Kayla and her partaking in a 4some. Which lead #Kayla into airing out the tea herself with #Eli, #Spencer, #Nadia. Once things got took to social media everyone tried to clear their name which lead to a misunderstanding because individuals was lying and not telling the truth about everything. #Kayla asked on the live did anyone need that but nobody responded. After hours pass #Kayla went to go pick up her belongings from #Nadia house. The word got back to #Ke that #Kayla asked did one need that. So they told #Kayla pull up which she did. Moving forward #Kayla and her friends pulled up to #Nadia house they fought ( #Kita vs #Kayla friend) moments later #Nadia stated her window was busted. #Nadia rounded up her troops and followed #Kayla location while driving her car which led to #nadia, #Az, #Zay, #Tori and many more following #Kayla location crashing into her car, then jumped her while it was her and one other person .. take a look.

#Majmob: Wake up the tea is hot. The compact girls has got to fighting. After things got a little heated between #Nadia & #Kayla. Now what happen was that #Nadia threanted to air out the business with #Kayla and her partaking in a 4some. Which lead #Kayla into airing out the tea herself with #Eli, #Spencer, #Nadia. Once things got took to social media everyone tried to clear their name which lead to a misunderstanding because individuals was lying and not telling the truth about everything. #Kayla asked on the live did anyone need that but nobody responded. After hours pass #Kayla went to go pick up her belongings from #Nadia house. The word got back to #Ke that #Kayla asked did one need that. So they told #Kayla pull up which she did. Moving forward #Kayla and her friends pulled up to #Nadia house they fought ( #Kita vs #Kayla friend) moments later #Nadia stated her window was busted. #Nadia rounded up her troops and followed #Kayla location while driving her car which led to #nadia, #Az, #Zay, #Tori and many more following #Kayla location crashing into her car, then jumped her while it was her and one other person .. take a look.

TheMessyMajShow

757,507 次观看 • 1 年前

This is not what we Ukrainians would want to see from our windows in winter. It would be better if the voices and laughter of children making snowmen or playing snowballs echoed from the courtyards of residential areas. One could step out onto the balcony and watch that very scene while sipping a warm tea or coffee, rather than the sights we see now. You cannot distract yourself from thoughts of the war for long; it continues, and everything around us tries to remind us of that. Over the years, the brain tries to pretend it has adapted to everything happening around it - to what the ears hear and the eyes see, to the various situations that occur here every day. But sanity is always on guard, and an inner voice says without words: this is not a normal life for a human being; if only everything could return to the way it was before. But is it even possible to return to the life we had, carrying such an experience on our shoulders? … Now, in the "points of warmth," you can see beds. You might ask: are these for overnight stays? The beds are intended for people who need assistance in the event of an emergency or for medical reasons, as well as for temporary rest if a person is in need of it… but people are still forced to return to their apartments.

This is not what we Ukrainians would want to see from our windows in winter. It would be better if the voices and laughter of children making snowmen or playing snowballs echoed from the courtyards of residential areas. One could step out onto the balcony and watch that very scene while sipping a warm tea or coffee, rather than the sights we see now. You cannot distract yourself from thoughts of the war for long; it continues, and everything around us tries to remind us of that. Over the years, the brain tries to pretend it has adapted to everything happening around it - to what the ears hear and the eyes see, to the various situations that occur here every day. But sanity is always on guard, and an inner voice says without words: this is not a normal life for a human being; if only everything could return to the way it was before. But is it even possible to return to the life we had, carrying such an experience on our shoulders? … Now, in the "points of warmth," you can see beds. You might ask: are these for overnight stays? The beds are intended for people who need assistance in the event of an emergency or for medical reasons, as well as for temporary rest if a person is in need of it… but people are still forced to return to their apartments.

Katerina Horbunova

78,511 次观看 • 5 个月前

Details shared by Vinay from Kurnool, Andhra Pradesh - Yesterday morning I was travelling from Kurnool (Andhra Pradesh) to Gulbarga (Karnataka). I had pulled my Nexon over to the side of the road for a tea break and was moving slowly along the shoulder when a lorry came from behind and hit me. When I confronted the lorry driver, he claimed he hadn’t even touched, But my dash-cam had captured everything. After we reviewed the footage, he apologised. Even so, I refused to let him leave until the police arrived, because in his drunken state he could have caused another accident. He had been driving all night without rest while intoxicated. The police arrived and took both the lorry and the driver into custody. The incident occurred on the Hatti–Gudur Bhaba stretch of the Raichur-to-Gulbarga road.

Details shared by Vinay from Kurnool, Andhra Pradesh - Yesterday morning I was travelling from Kurnool (Andhra Pradesh) to Gulbarga (Karnataka). I had pulled my Nexon over to the side of the road for a tea break and was moving slowly along the shoulder when a lorry came from behind and hit me. When I confronted the lorry driver, he claimed he hadn’t even touched, But my dash-cam had captured everything. After we reviewed the footage, he apologised. Even so, I refused to let him leave until the police arrived, because in his drunken state he could have caused another accident. He had been driving all night without rest while intoxicated. The police arrived and took both the lorry and the driver into custody. The incident occurred on the Hatti–Gudur Bhaba stretch of the Raichur-to-Gulbarga road.

Prateek Singh

294,046 次观看 • 1 年前

Prompt : A realistic cinematic scene opens on a quiet Japanese countryside at dawn. Mist clings to rice paddies. A bullet train appears as a distant silver streak on the horizon. The camera launches forward at impossible speed, racing alongside the train, matching its velocity. The camera then punches through the window glass in one seamless motion and enters the cabin interior. Inside, everything is calm. A woman sits by the window, sipping tea, completely still. Steam rises slowly from her cup. The camera drifts past her face, catches the blur of the landscape reflected in her glasses, then exits through the opposite window. Outside again, the camera spirals around the full body of the train at high speed before pulling far back to reveal the train crossing a massive bridge over a turquoise river valley. End on a wide aerial shot, the train now small again, disappearing into a mountain tunnel. Silence except for a single distant horn echo.

Prompt : A realistic cinematic scene opens on a quiet Japanese countryside at dawn. Mist clings to rice paddies. A bullet train appears as a distant silver streak on the horizon. The camera launches forward at impossible speed, racing alongside the train, matching its velocity. The camera then punches through the window glass in one seamless motion and enters the cabin interior. Inside, everything is calm. A woman sits by the window, sipping tea, completely still. Steam rises slowly from her cup. The camera drifts past her face, catches the blur of the landscape reflected in her glasses, then exits through the opposite window. Outside again, the camera spirals around the full body of the train at high speed before pulling far back to reveal the train crossing a massive bridge over a turquoise river valley. End on a wide aerial shot, the train now small again, disappearing into a mountain tunnel. Silence except for a single distant horn echo.

Umesh

33,138 次观看 • 5 个月前

Why fermented honey with sage, lemon, and lime is a game-changer: 🌿🍋🍋‍🟩🍯 🌱Boosts immunity: Lemon and lime are packed with Vitamin C and antioxidants to keep you healthy. 🌱Supports gut health: Fermentation introduces probiotics, and honey acts as a natural prebiotic. 🌱Reduces inflammation: Sage, honey, and citrus work together to calm your body from the inside out. 🌱Soothes colds & sore throats: A natural remedy for respiratory health and congestion. 🌱Detoxifies and energizes: Citrus helps cleanse the liver, while honey provides natural, sustained energy. 💚This blend of honey, sage, lemon, and lime is your new daily dose of wellness in a jar!” 🌿Recipe Ingredients: ��2 organic lemon (chopped) ��2 organic lime (chopped) ��A handful of fresh sage leaves ��Raw honey (enough to cover all ingredients) Instructions: ��1️⃣Layer chopped lemon, lime, and sage leaves in a clean, sterilized jar. ��2️⃣Pour raw honey over the top, ensuring everything is completely submerged. ��3️⃣Seal the jar and let it ferment at room temperature for 1-2 weeks, flipping the jar gently every few days. ��Store in the fridge once it’s ready to slow the fermentation process. This jar is full of health benefits and flavor-perfect for teas, recipes, or a daily spoonful of goodness!” ✨Dosage Daily Dose: Take 1 teaspoon daily to boost immunity and support digestion. In Tea: Stir a teaspoon into warm water for a soothing, citrusy drink.

Why fermented honey with sage, lemon, and lime is a game-changer: 🌿🍋🍋‍🟩🍯 🌱Boosts immunity: Lemon and lime are packed with Vitamin C and antioxidants to keep you healthy. 🌱Supports gut health: Fermentation introduces probiotics, and honey acts as a natural prebiotic. 🌱Reduces inflammation: Sage, honey, and citrus work together to calm your body from the inside out. 🌱Soothes colds & sore throats: A natural remedy for respiratory health and congestion. 🌱Detoxifies and energizes: Citrus helps cleanse the liver, while honey provides natural, sustained energy. 💚This blend of honey, sage, lemon, and lime is your new daily dose of wellness in a jar!” 🌿Recipe Ingredients: ��2 organic lemon (chopped) ��2 organic lime (chopped) ��A handful of fresh sage leaves ��Raw honey (enough to cover all ingredients) Instructions: ��1️⃣Layer chopped lemon, lime, and sage leaves in a clean, sterilized jar. ��2️⃣Pour raw honey over the top, ensuring everything is completely submerged. ��3️⃣Seal the jar and let it ferment at room temperature for 1-2 weeks, flipping the jar gently every few days. ��Store in the fridge once it’s ready to slow the fermentation process. This jar is full of health benefits and flavor-perfect for teas, recipes, or a daily spoonful of goodness!” ✨Dosage Daily Dose: Take 1 teaspoon daily to boost immunity and support digestion. In Tea: Stir a teaspoon into warm water for a soothing, citrusy drink.

Barbara Oneill

105,341 次观看 • 1 年前

Today was a hard day for us. It began at the Tbilisi City Court, where nine political prisoners were sentenced. One, Anton Chechini, received 8 years and 6 months. The other eight received either 2 years or 2 years and 6 months. As if that weren’t enough, regime police attacked supporters of the political prisoners inside the court. That was our horrible morning, gifted by the regime. It didn’t end there. After court, Tea Tsulukiani and her illegitimate commission again blamed Georgia for starting the 2008 war and for “bombing our own people.” This has been Georgian Dream’s rhetoric since 2012, and now they are saying it officially. It’s clear this will be used to arrest more people on criminal charges, just as they did at the beginning of this illegitimate commission. Naturally, pro-European protesters gathered at the Parliament to oppose everything Georgian Dream is doing to destroy Georgia’s future. The regime’s response was brutal. To hide the political prisoners’ hearings and the commission’s result, they launched terror and violence against peaceful protesters. First came a siege: police kettled us and tried to stop all movement. Protesters managed to break the siege and, in response, blocked Rustaveli Avenue, something we have done for more than 278 days, and again today, on day 279 of protest. The violence continued: police pursued people and carried out violent arrests. 23 activists were detained, including students. During this period, the regime also targeted the Iliauni Students Movement (ERA) High-ranking officials issued attacks and abusive statements against movement's members, and even went after Germany’s ambassador to Georgia, Peter Fischer (Peter Fischer) The protest continues. Groups are marching and blocking roads. We still don’t know where the detained protesters have been taken or how they are doing. Down with the pro-Russian regime. Freedom for all political prisoners ✊

Today was a hard day for us. It began at the Tbilisi City Court, where nine political prisoners were sentenced. One, Anton Chechini, received 8 years and 6 months. The other eight received either 2 years or 2 years and 6 months. As if that weren’t enough, regime police attacked supporters of the political prisoners inside the court. That was our horrible morning, gifted by the regime. It didn’t end there. After court, Tea Tsulukiani and her illegitimate commission again blamed Georgia for starting the 2008 war and for “bombing our own people.” This has been Georgian Dream’s rhetoric since 2012, and now they are saying it officially. It’s clear this will be used to arrest more people on criminal charges, just as they did at the beginning of this illegitimate commission. Naturally, pro-European protesters gathered at the Parliament to oppose everything Georgian Dream is doing to destroy Georgia’s future. The regime’s response was brutal. To hide the political prisoners’ hearings and the commission’s result, they launched terror and violence against peaceful protesters. First came a siege: police kettled us and tried to stop all movement. Protesters managed to break the siege and, in response, blocked Rustaveli Avenue, something we have done for more than 278 days, and again today, on day 279 of protest. The violence continued: police pursued people and carried out violent arrests. 23 activists were detained, including students. During this period, the regime also targeted the Iliauni Students Movement (ERA) High-ranking officials issued attacks and abusive statements against movement's members, and even went after Germany’s ambassador to Georgia, Peter Fischer (Peter Fischer) The protest continues. Groups are marching and blocking roads. We still don’t know where the detained protesters have been taken or how they are doing. Down with the pro-Russian regime. Freedom for all political prisoners ✊

Luka Mishveladze 🇬🇪

27,214 次观看 • 10 个月前

Ever grown your own food? It’s not some soft city hobby. It’s grit under your nails, sweat on your brow, and your knees in the dirt. Start with tomatoes. Not the bland supermarket kind—get a good Italian heirloom. The kind that bursts with flavor and sun. Plant the seeds in spring, when the soil starts breathing again and the worms come back to life. Forget green fingers. That’s a myth. What you need is dirty hands. Farming’s not magic—it’s muscle, timing, and knowing the ground. Ninety percent of it is soil. Rich, living soil. Load it up with volcanic rock dust, aged compost, a pinch of wood ash, and crushed eggshells. Add calmag if the leaves start curling funny. This isn’t chemistry—it’s common sense passed down through rough hands. The rest is sunlight and vigilance. Tomatoes are tough—they’ll take a beating—but mildew creeps in like a slow rot. Whisper-quiet. Shows up overnight, white and spiteful on the leaves. You stop it before it starts. Brew up compost tea and spray the leaves. Use garlic and chamomile sprays—natural antifungals that keep mildew spooked. A splash of raw milk helps the good microbes take hold. Give the plants room—airflow is your first defense. Don’t let them grow wild and strangled. Prune the suckers. Keep the soil mulched but dry on top. Pests? Crush nettles and scatter them. Soap and water handles most invaders. Neem oil if they come back stubborn. Welcome the allies—ladybugs, frogs, spiders, even snakes. Everything has its role if you’re listening. But listen close—many clowns think they can farm, and then they starve. The earth isn’t fooled by wishful thinking. She’ll resist all attempts if she doesn’t like you.

Ever grown your own food? It’s not some soft city hobby. It’s grit under your nails, sweat on your brow, and your knees in the dirt. Start with tomatoes. Not the bland supermarket kind—get a good Italian heirloom. The kind that bursts with flavor and sun. Plant the seeds in spring, when the soil starts breathing again and the worms come back to life. Forget green fingers. That’s a myth. What you need is dirty hands. Farming’s not magic—it’s muscle, timing, and knowing the ground. Ninety percent of it is soil. Rich, living soil. Load it up with volcanic rock dust, aged compost, a pinch of wood ash, and crushed eggshells. Add calmag if the leaves start curling funny. This isn’t chemistry—it’s common sense passed down through rough hands. The rest is sunlight and vigilance. Tomatoes are tough—they’ll take a beating—but mildew creeps in like a slow rot. Whisper-quiet. Shows up overnight, white and spiteful on the leaves. You stop it before it starts. Brew up compost tea and spray the leaves. Use garlic and chamomile sprays—natural antifungals that keep mildew spooked. A splash of raw milk helps the good microbes take hold. Give the plants room—airflow is your first defense. Don’t let them grow wild and strangled. Prune the suckers. Keep the soil mulched but dry on top. Pests? Crush nettles and scatter them. Soap and water handles most invaders. Neem oil if they come back stubborn. Welcome the allies—ladybugs, frogs, spiders, even snakes. Everything has its role if you’re listening. But listen close—many clowns think they can farm, and then they starve. The earth isn’t fooled by wishful thinking. She’ll resist all attempts if she doesn’t like you.

SiriusB

40,292 次观看 • 1 年前

Day 18 of my 30 Day Water Fast. LONG but IMPORTANT read. 💕💦 Last night at 4 AM, I made a decision—I wiped everything from my Instagram and TikTok that was posted before this fast started. Every video, every picture, every piece of content—gone. Why? Because I felt like everything I had posted before was created with greed, lust, anger, resentment, and bitterness. And just keeping those memories up was holding me back from the person I’m trying to become. If you truly want to change, you have to let go of the old version of yourself. You can’t cling to things that no longer serve you. I get it. You’ve seen this before. You’ve heard me say it a million times. And that’s why when someone in my chat said, “How many days do you guys give him until he crashes out again?” That sh*t hurt. Because I know my past behavior has given the world every reason to doubt me. But instead of waiting for me to fail, I think the better thing to say is: “I know you’ve fallen so many times, but I pray this time you truly stay consistent.” Because I truly do want to change. I hated who I was. And if I could erase every clip, every post, every trace of the old me from the internet, I would. But I can’t. That version of me will live online forever. The biggest thing I’m realizing during this 30-day fast? I don’t like selling my soul. I don’t like being on camera 24/7. I don’t like giving people the space to say whatever they want about me, in my own home, in my car, in my personal life. I used to feed off the hate, the anger, the negativity. I let it drive me. But now that I’m trying to live in light, that same energy is holding me back. Every step forward, I get dragged two steps back just by being in this space. And yeah, I know the irony of me saying all this while still streaming 24/7. But until I find another way to make a living, I have to do what I have to do. I said I was gonna complete 30 days live to prove I didn’t eat—so I’m gonna finish it, no matter how much I hate doing it. And yeah, I’m pissed off today. Doing this during Ramadan was the worst decision I could’ve made. Dry fasting all day and then breaking my fast with only water, black coffee, electrolytes, and green tea is insane. If I could do this again, I’d do it outside of Ramadan so I could at least drink water during the day. Sorry for the long read. Just had to get this off my chest.

Day 18 of my 30 Day Water Fast. LONG but IMPORTANT read. 💕💦 Last night at 4 AM, I made a decision—I wiped everything from my Instagram and TikTok that was posted before this fast started. Every video, every picture, every piece of content—gone. Why? Because I felt like everything I had posted before was created with greed, lust, anger, resentment, and bitterness. And just keeping those memories up was holding me back from the person I’m trying to become. If you truly want to change, you have to let go of the old version of yourself. You can’t cling to things that no longer serve you. I get it. You’ve seen this before. You’ve heard me say it a million times. And that’s why when someone in my chat said, “How many days do you guys give him until he crashes out again?” That sh*t hurt. Because I know my past behavior has given the world every reason to doubt me. But instead of waiting for me to fail, I think the better thing to say is: “I know you’ve fallen so many times, but I pray this time you truly stay consistent.” Because I truly do want to change. I hated who I was. And if I could erase every clip, every post, every trace of the old me from the internet, I would. But I can’t. That version of me will live online forever. The biggest thing I’m realizing during this 30-day fast? I don’t like selling my soul. I don’t like being on camera 24/7. I don’t like giving people the space to say whatever they want about me, in my own home, in my car, in my personal life. I used to feed off the hate, the anger, the negativity. I let it drive me. But now that I’m trying to live in light, that same energy is holding me back. Every step forward, I get dragged two steps back just by being in this space. And yeah, I know the irony of me saying all this while still streaming 24/7. But until I find another way to make a living, I have to do what I have to do. I said I was gonna complete 30 days live to prove I didn’t eat—so I’m gonna finish it, no matter how much I hate doing it. And yeah, I’m pissed off today. Doing this during Ramadan was the worst decision I could’ve made. Dry fasting all day and then breaking my fast with only water, black coffee, electrolytes, and green tea is insane. If I could do this again, I’d do it outside of Ramadan so I could at least drink water during the day. Sorry for the long read. Just had to get this off my chest.

FOUSEY

132,594 次观看 • 1 年前

$Softmax vs Sigmoid ✍️ Interact 👉 = Softmax = Softmax is how deep networks turn raw scores into a probability distribution — the final layer of every classifier, and the core of every attention head in a transformer. To see what it does, picture five boba tea shops on the same block, all competing for your dollar. Five candidates: a, b, c, d, e — different chains, different brewing styles, different pearls. A boba reviewer hands you a 𝘤𝘩𝘦𝘸𝘪𝘯𝘦𝘴𝘴 𝘴𝘤𝘰𝘳𝘦 for each — higher means perfectly chewy "QQ" pearls with the right bite (ask a Taiwanese friend to find out what QQ means). Negative scores are real: mushy bobas, overcooked pearls, a batch left sitting too long. How do you turn five chewiness scores into an allocation that adds to a whole dollar? You could spend everything at the chewiest shop, but that ignores how good the runners-up are. Softmax is the smooth alternative. Read the diagram left to right. First, raise each score to e^{x} — this does two things: it turns negative chewiness into small positives, and it stretches the gaps between scores exponentially. Then sum all five into a single total Z. Finally, divide each e^{x} by Z to get a probability. The five probabilities add up to one, so you can read them as percentages of your dollar. The chewiest shop gets the biggest slice — but never the whole dollar. That's the point of softmax: it ranks confidently while still leaving room for the others. = Sigmoid = Sigmoid squashes any real number into a probability between 0 and 1 — the classic activation for binary classification, and still the gating function inside LSTMs and GRUs. Same boba block as the previous Softmax example, narrowed to just two contenders — a hot new shop `a` with chewiness score x, and your usual go-to `b` whose score is pinned at zero (the neutral baseline you've come to expect). Sigmoid is just softmax with two players, one of them pinned to zero. Read the diagram left to right. First, raise each score to e^{x} — for the usual shop `b` whose score is zero, this is just e^0 = 1 (the constant baseline). Then sum the two into a total Z. Finally, divide each e^{x} by Z to get a probability. The two probabilities add up to one — the new shop wins more of your dollar when its pearls get chewier, and your usual keeps the rest. That's the point of sigmoid: it turns a single chewiness score into a clean 0-to-1 chance you'll try the new place over your usual. --- AI Math, Algorithms, Architectures by hand ✍️ Subscribe to my 60K+ reader newsletter 👉$

Softmax vs Sigmoid ✍️ Interact 👉 = Softmax = Softmax is how deep networks turn raw scores into a probability distribution — the final layer of every classifier, and the core of every attention head in a transformer. To see what it does, picture five boba tea shops on the same block, all competing for your dollar. Five candidates: a, b, c, d, e — different chains, different brewing styles, different pearls. A boba reviewer hands you a 𝘤𝘩𝘦𝘸𝘪𝘯𝘦𝘴𝘴 𝘴𝘤𝘰𝘳𝘦 for each — higher means perfectly chewy "QQ" pearls with the right bite (ask a Taiwanese friend to find out what QQ means). Negative scores are real: mushy bobas, overcooked pearls, a batch left sitting too long. How do you turn five chewiness scores into an allocation that adds to a whole dollar? You could spend everything at the chewiest shop, but that ignores how good the runners-up are. Softmax is the smooth alternative. Read the diagram left to right. First, raise each score to e^{x} — this does two things: it turns negative chewiness into small positives, and it stretches the gaps between scores exponentially. Then sum all five into a single total Z. Finally, divide each e^{x} by Z to get a probability. The five probabilities add up to one, so you can read them as percentages of your dollar. The chewiest shop gets the biggest slice — but never the whole dollar. That's the point of softmax: it ranks confidently while still leaving room for the others. = Sigmoid = Sigmoid squashes any real number into a probability between 0 and 1 — the classic activation for binary classification, and still the gating function inside LSTMs and GRUs. Same boba block as the previous Softmax example, narrowed to just two contenders — a hot new shop `a` with chewiness score x, and your usual go-to `b` whose score is pinned at zero (the neutral baseline you've come to expect). Sigmoid is just softmax with two players, one of them pinned to zero. Read the diagram left to right. First, raise each score to e^{x} — for the usual shop `b` whose score is zero, this is just e^0 = 1 (the constant baseline). Then sum the two into a total Z. Finally, divide each e^{x} by Z to get a probability. The two probabilities add up to one — the new shop wins more of your dollar when its pearls get chewier, and your usual keeps the rest. That's the point of sigmoid: it turns a single chewiness score into a clean 0-to-1 chance you'll try the new place over your usual. --- AI Math, Algorithms, Architectures by hand ✍️ Subscribe to my 60K+ reader newsletter 👉

Tom Yeh

73,787 次观看 • 2 个月前

“Sound waves are now officially recognized as powerful medicine-researchers at the University of Michigan successfully used focused ultrasound (histotripsy) to break down liver tumors, allowing the body's own immune system to clear the rest. Let that sink in: Sound waves destroying tumors. Your body isn't just physical matter-it's energy, frequency, and vibration. By embracing sound healing, you're guiding your cells back to their original, vibrant blueprint-balancing your nervous system, gut-brain axis, vagus nerve, and gently releasing trapped emotional patterns. Energy medicine isn't just the future-it's here, right now.” 🟪🟡FREQUENCY OF HERBS 👉🏻Rose: 320 MHz 👉🏻Frankincense: 147 MHz 👉🏻Lavender: 118 MHz 👉🏻Chamomile: 105 MHZ 👉🏻Myhrr: 105 MHz 👉🏻Rosemary: 102 MHz 👉🏻Juniper: 98 MHz 👉🏻Sandalwood: 96 MHZ 👉🏻Tea tree: 92 MHz 👉🏻Jasmine: 80 MHz 👉🏻Oregano: 78 MHz 👉🏻Peppermint: 78 MHz 👉🏻Lemon: 52 MHz 👉🏻Eucalyptus: 52 MHz 👉🏻Basil: 52 MHz 🟪🟡HEALING FREQUENCIES 174 Hz Removes Pain 285 Hz Influences Energy Field 396 Hz Liberates you of fear & guilt 417 Hz Facilitates Change 432 Hz - Miracle Tone of Nature 528 Hz Repairs DNA 639 Hz Heals Relationships 741 Hz Awaken Intuition 852 Hz Attracts Soul Tribe 963 Hz Connect with Light & Spirit 🟪🟡HIGH VIBE NATURAL FIBERS 👉🏻Linen: 5,000 Hz 👉🏻Wool: 5,000 Hz 👉🏻Hemp: 2,000 - 5,000 Hz 👉🏻Ramie: 2,000 - 3,000 Hz 👉🏻Nettle: 1,500 Hz 👉🏻Organic Cotton: 100 Hz 👉🏻Lotus Silk: 100 - 500 Hz 👉🏻Rice Husk: 100 - 300 Hz 🟪🟡LOW VIBE TOXIC FABRICS 👉🏻Polyester: 0 Hz 👉🏻Nylon: 0 Hz 👉🏻Acrylic: 0 Hz 👉🏻Spandex: 0 Hz 👉🏻Modal: 0 Hz 👉🏻Triacetate: 0 Hz 👉🏻Polypropylene: 0 Hz 👉🏻Polyurethane: 0 Hz “If you want to find the secrets of the universe, think in terms of energy, frequency & vibration.” - Tesla “If you want to be happy, be happy on purpose! When you wake up in the morning, wake up like you just can't wait to see what kind of day you have ahead of you. Everyday is a brand new day In the Universe, a brand new day for new opportunities. You can decide what kind of day you want to have. Higher thoughts. Higher energies. Higher vibrations. Higher frequencies.” 🟪🟡RAISE YOUR VIBRATION & CHANGE YOUR LIFE 👉🏻Find the sun & grounding 👉🏻Observe your thoughts, don’t get attached to them 👉🏻Reduce consumption of food, social media & music 📷 FREQUENCY is healing, IT’S TIME you take notice and use it to heal your physical vessel. You are very aware of healing frequencies, but did you know that fabrics, essential oils, foods & herbs are aligned to a certain frequency also! EARTH VIBRATION 432 HZ, tune yourself to the heartbeat of our planet. EVERYTHING is frequency, so high vibes matter. - Brian Clark

VAL THOR

48,048 次观看 • 7 个月前