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CZ's top models are called ORANGE, these models, such as CZ SHADOW 2 ORANGE or CZ TS 2 ORANGE, are hand-fitted by experienced gunsmiths who are putting their skills and effort into each piece to create a true masterpiece. This is a real craftsmanship nothing can compare to!

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45,172 görüntüleme • 1 yıl önce •via X (Twitter)

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$This is literally insane Your favorite orange juice brand in America likely tastes the way it does because of a flavor packet added to the juice - After squeezing and pasteurization, most major brands store their orange juice in large deoxygenated tanks that can hold millions of gallons. This removes oxygen to prevent spoilage and oxidation, allowing storage for up to a year or more - This causes flavor loss. Deaeration and pasteurization strip out the fresh orange smell and taste. The juice becomes relatively bland or “flat” at this stage - Flavor packs are then added back. Specialized flavor and fragrance houses are used. )The same companies that create scents for perfumes like Dior or Calvin Klein). There, chemists use techniques like fractional distillation to isolate hundreds of individual chemical components. They then blend them in precise, proprietary ratios to create “flavor packs” tailored to each brand’s signature taste It’s then sold to Americans as Orange juice Our food in America is a science experiment It’s still allowed to be labeled 100% Orange juice by the FDA because the compounds are derived from oranges$

This is literally insane Your favorite orange juice brand in America likely tastes the way it does because of a flavor packet added to the juice - After squeezing and pasteurization, most major brands store their orange juice in large deoxygenated tanks that can hold millions of gallons. This removes oxygen to prevent spoilage and oxidation, allowing storage for up to a year or more - This causes flavor loss. Deaeration and pasteurization strip out the fresh orange smell and taste. The juice becomes relatively bland or “flat” at this stage - Flavor packs are then added back. Specialized flavor and fragrance houses are used. )The same companies that create scents for perfumes like Dior or Calvin Klein). There, chemists use techniques like fractional distillation to isolate hundreds of individual chemical components. They then blend them in precise, proprietary ratios to create “flavor packs” tailored to each brand’s signature taste It’s then sold to Americans as Orange juice Our food in America is a science experiment It’s still allowed to be labeled 100% Orange juice by the FDA because the compounds are derived from oranges

Wall Street Apes

54,440 görüntüleme • 5 ay önce

A Tibetan macaque sits comfortably, eating an orange in one hand. Its body is covered in thick, light brown hair, well-suited to China's cool mountain forests. Its face is pink and hairless, with a thick beard and mustache. Its eyes gaze intently as it chews on the orange. Its cheek pouches are filled with orange slices

A Tibetan macaque sits comfortably, eating an orange in one hand. Its body is covered in thick, light brown hair, well-suited to China's cool mountain forests. Its face is pink and hairless, with a thick beard and mustache. Its eyes gaze intently as it chews on the orange. Its cheek pouches are filled with orange slices

Nature is Phenomenal

17,066 görüntüleme • 2 ay önce

Have you gone to the grocery store lately and bought oranges? Most oranges are in these new orange colored mesh bags Lemons are in yellow ones, limes are in green ones These mesh bags create an optical illusion tricking you into thinking the fruit is ripe and good looking, when you pull an orange out it’s nearly yellow The illusion is called the Munker illusion or confetti illusion, and it’s being used in grocery stores The mesh lines overlay the fruit’s natural peel color. The tones tricks your eyes and brain into perceiving a stronger, deeper orange hue This is intentional marketing and most people think it’s a scam The mesh also allows air circulation to reduce mold, but the main purpose is for the shopper to perceive an enhanced appearance of the product

Have you gone to the grocery store lately and bought oranges? Most oranges are in these new orange colored mesh bags Lemons are in yellow ones, limes are in green ones These mesh bags create an optical illusion tricking you into thinking the fruit is ripe and good looking, when you pull an orange out it’s nearly yellow The illusion is called the Munker illusion or confetti illusion, and it’s being used in grocery stores The mesh lines overlay the fruit’s natural peel color. The tones tricks your eyes and brain into perceiving a stronger, deeper orange hue This is intentional marketing and most people think it’s a scam The mesh also allows air circulation to reduce mold, but the main purpose is for the shopper to perceive an enhanced appearance of the product

Wall Street Apes

227,630 görüntüleme • 2 ay önce

Our fruits are being genetically modified and chemically altered American shows her orange no longer acts like an orange. You can push it down and it returns to its shape like a sponge “Just look at this. This is supposed to be an orange and I can squeeze it and it puffs right back up like a sponge. Y'all, y'all need to be careful what you put in your bodies, 'cause they giving us fake fruit — it don't have no seeds or nothing.”

Our fruits are being genetically modified and chemically altered American shows her orange no longer acts like an orange. You can push it down and it returns to its shape like a sponge “Just look at this. This is supposed to be an orange and I can squeeze it and it puffs right back up like a sponge. Y'all, y'all need to be careful what you put in your bodies, 'cause they giving us fake fruit — it don't have no seeds or nothing.”

Wall Street Apes

410,290 görüntüleme • 1 yıl önce

American feed manufacturers are now adding synthetic additives to chicken feed to change the yolk color This turns the color of the yolk orange and makes the eggs look like they have been grass fed on a farm “The industry uses something called xanthophyll, which is a feed additive. — That can make that yolk any color they want. So, whether the birds have lived out on green grass or they've never stepped foot outside, I can produce an or a yolk that's orange” “So then a lot of people are cracking this yolk open. They're like, oh, look at this beautiful orange yolk. And I'm like, that's not that's not orange because the birds are outside. That's from a a feed additive” Even when you try to be healthy in America, you can’t

American feed manufacturers are now adding synthetic additives to chicken feed to change the yolk color This turns the color of the yolk orange and makes the eggs look like they have been grass fed on a farm “The industry uses something called xanthophyll, which is a feed additive. — That can make that yolk any color they want. So, whether the birds have lived out on green grass or they've never stepped foot outside, I can produce an or a yolk that's orange” “So then a lot of people are cracking this yolk open. They're like, oh, look at this beautiful orange yolk. And I'm like, that's not that's not orange because the birds are outside. That's from a a feed additive” Even when you try to be healthy in America, you can’t

Wall Street Apes

819,947 görüntüleme • 1 yıl önce

This is AWESOME: Greenlanders are mocking trump with "Make America Go Away" merch and saying they want NOTHING to do with the orange jackass. trump is a global disgrace.

This is AWESOME: Greenlanders are mocking trump with "Make America Go Away" merch and saying they want NOTHING to do with the orange jackass. trump is a global disgrace.

BrooklynDad_Defiant!☮️

171,373 görüntüleme • 8 ay önce

My dog has a cat I guess this is two orange braincells. The dog is 13 years old and the cat is 2 years old. They are 100% playing with each other and they do this often!

My dog has a cat I guess this is two orange braincells. The dog is 13 years old and the cat is 2 years old. They are 100% playing with each other and they do this often!

cats with powerful impression 🐾

58,550 görüntüleme • 7 ay önce

This is not just another memecoin. This is a real AI experiment, created by Binance AI Pro and deployed through the agentic capabilities of Fourmeme We are trying to answer one big question: Can AI + Memecoin + Community create real-world value? The mechanism is simple. But the vision is massive. A 3% transaction tax: • 2% → Sent directly to CZ Used to purchase the book “Freedom of Money” and distribute it for free to millions. Spreading knowledge. All proceeds from the book are then further used by CZ for charitable activities — creating a sustainable loop: Knowledge → Value → Giving • 1% → Distributed as BNB rewards to $FOM holders Trade → Give → Receive While the market is flooded with noisy, short-term memecoins, we are experimenting with a different path: AI + Crypto Economics + Community = Real-world impact 0x7a487d5c9f0a31602c969706456f4af9edbeffff Are you ready to witness the BNBChain community create real value?

This is not just another memecoin. This is a real AI experiment, created by Binance AI Pro and deployed through the agentic capabilities of Fourmeme We are trying to answer one big question: Can AI + Memecoin + Community create real-world value? The mechanism is simple. But the vision is massive. A 3% transaction tax: • 2% → Sent directly to CZ Used to purchase the book “Freedom of Money” and distribute it for free to millions. Spreading knowledge. All proceeds from the book are then further used by CZ for charitable activities — creating a sustainable loop: Knowledge → Value → Giving • 1% → Distributed as BNB rewards to $FOM holders Trade → Give → Receive While the market is flooded with noisy, short-term memecoins, we are experimenting with a different path: AI + Crypto Economics + Community = Real-world impact 0x7a487d5c9f0a31602c969706456f4af9edbeffff Are you ready to witness the BNBChain community create real value?

DONG

50,862 görüntüleme • 5 ay önce

Once close to Sona Pappu and his defacto right hand (see video in quote), today Ajit Dwivedi is a BJMC member. In Beleghata, all TMC party offices are painted orange and people inside are masquerading as the new BJP. What is happening none knows.

Once close to Sona Pappu and his defacto right hand (see video in quote), today Ajit Dwivedi is a BJMC member. In Beleghata, all TMC party offices are painted orange and people inside are masquerading as the new BJP. What is happening none knows.

Sudhanidhi Bandyopadhyay

39,139 görüntüleme • 1 ay önce

🚨BREAKING: DEMOCRATS ARE ON THEIR HEELS FOR THIS HEARING! ALL THEY HAVE IS BUT ORANGE MAN BAD! There will be ZERO EFFORT to help uncover or fix the fraud because THEY'RE INVOLVED IN IT TOO! The DOJ needs to look into what fraud Robert Garcia is intertwined in. PATHETIC!

🚨BREAKING: DEMOCRATS ARE ON THEIR HEELS FOR THIS HEARING! ALL THEY HAVE IS BUT ORANGE MAN BAD! There will be ZERO EFFORT to help uncover or fix the fraud because THEY'RE INVOLVED IN IT TOO! The DOJ needs to look into what fraud Robert Garcia is intertwined in. PATHETIC!

Gunther Eagleman™

123,599 görüntüleme • 8 ay önce

Real mastery is a level of skill so ingrained that the masters themselves may not even recognize their own excellence. This concept can be exemplified by the Samurai, who does not wake up and declare, "I am a Samurai." Instead, they simply live and breathe their art, embodying their skills in every action. True mastery is about internalizing your craft to such an extent that it becomes an inseparable part of who you are. When you master your skills, the journey is often marked by solitary, uncelebrated effort. There are countless hours spent practicing in the shadows, with no applause or external validation. It is in these moments of quiet perseverance that true growth occurs. The darkness, the silence, and the lack of immediate reward are where your skills are honed and your character is forged. This relentless dedication and unseen effort are what prepare you for moments of real need. When challenges arise, all those hours of practice and unseen labor come back to support you. Your responses become instinctive, your actions fluid, and your decisions precise. This is the hallmark of true mastery—acting without conscious thought, guided by the depth of your training and experience.

Real mastery is a level of skill so ingrained that the masters themselves may not even recognize their own excellence. This concept can be exemplified by the Samurai, who does not wake up and declare, "I am a Samurai." Instead, they simply live and breathe their art, embodying their skills in every action. True mastery is about internalizing your craft to such an extent that it becomes an inseparable part of who you are. When you master your skills, the journey is often marked by solitary, uncelebrated effort. There are countless hours spent practicing in the shadows, with no applause or external validation. It is in these moments of quiet perseverance that true growth occurs. The darkness, the silence, and the lack of immediate reward are where your skills are honed and your character is forged. This relentless dedication and unseen effort are what prepare you for moments of real need. When challenges arise, all those hours of practice and unseen labor come back to support you. Your responses become instinctive, your actions fluid, and your decisions precise. This is the hallmark of true mastery—acting without conscious thought, guided by the depth of your training and experience.

VT

35,030 görüntüleme • 2 yıl önce

Anti Black Asians have always hated “Black” Americans.. nobody can tell me anything different. Let’s have a history lesson. RIP Latasha Harlins a bottle of Orange Juice is nothing to die 4. RIP Cyrus Belton a bottle of Water is nothing to die 4. Asians are racist as hell. #AntiBlackness

Anti Black Asians have always hated “Black” Americans.. nobody can tell me anything different. Let’s have a history lesson. RIP Latasha Harlins a bottle of Orange Juice is nothing to die 4. RIP Cyrus Belton a bottle of Water is nothing to die 4. Asians are racist as hell. #AntiBlackness

1 of 1

182,649 görüntüleme • 3 yıl önce

Before Claude Fable 5 got banned, I turned all my fine-tuning research and experiments into a product: (A CLI for data generation to fine-tune AI models). Finetuner uses Codex 5.5 or Opus 4.8 as the orchestrator and Chinese models (DeepSeek v4 Pro, Kimi K2.7, MiMo v2.5, etc.) to generate dataset rows. This system is unique because these are not Python-script-paraphrased datasets. Each and every row is handcrafted by Chinese models based on the orchestrator model's instructions. Now anyone can generate datasets to fine-tune small language models (1B to 30B models). I achieved 10x lower costs and 5x better dataset quality. Releasing the product in a few days. (I'll open-source the skills.)

Before Claude Fable 5 got banned, I turned all my fine-tuning research and experiments into a product: (A CLI for data generation to fine-tune AI models). Finetuner uses Codex 5.5 or Opus 4.8 as the orchestrator and Chinese models (DeepSeek v4 Pro, Kimi K2.7, MiMo v2.5, etc.) to generate dataset rows. This system is unique because these are not Python-script-paraphrased datasets. Each and every row is handcrafted by Chinese models based on the orchestrator model's instructions. Now anyone can generate datasets to fine-tune small language models (1B to 30B models). I achieved 10x lower costs and 5x better dataset quality. Releasing the product in a few days. (I'll open-source the skills.)

CJ Zafir

40,211 görüntüleme • 3 ay önce

On November 24, 2021, I put “Orange” out into the world. It’s been two years and words will never be enough to describe my gratitude for all the love it has been shown. I wish I could fit everything in this video. Know that if you’ve listened, shared, commented, liked, bought, or supported “Orange” in any way, you are forever in my heart. Thank you so much. Happy 2 Years of “Orange” 🧡🌹

On November 24, 2021, I put “Orange” out into the world. It’s been two years and words will never be enough to describe my gratitude for all the love it has been shown. I wish I could fit everything in this video. Know that if you’ve listened, shared, commented, liked, bought, or supported “Orange” in any way, you are forever in my heart. Thank you so much. Happy 2 Years of “Orange” 🧡🌹

Ballad 🔜 Dream Con

42,343 görüntüleme • 2 yıl önce

Small Language Models (SML) are the future of AI. "Small" (SML) instead of "Large" (LLM). These small models are highly specialized models with superhuman abilities on specific tasks. Here are two techniques to build these models: • Spectrum • Model Merging I give you a short introduction in the attached video, but here is a quick summary: Spectrum helps us identify the most relevant layers to solve one specific task. We can ignore everything else and focus on fine-tuning these layers. Using Spectrum, we can fine-tune models in a heartbeat. Model Merging combines multiple models into a unique, much better model than any of the individual input models. You can also combine models specialized in different tasks and get a model with multiple abilities. This is the state of the art of productizing models. It's what Arcee.ai's platform does behind the scenes. Arcee collaborated with me on this post and is sponsoring it. There are three main steps to produce a model for your particular use case: 1. You create a dataset by uploading your data. 2. You train a model. At this step, Arcee uses Spectrum and Model Merging to produce a highly specialized model for your task. 3. You can deploy that model to any environment you want. Three important notes: • Training process is 2x faster and 2x cheaper than regular fine-tuning. • Resultant models are smaller and have higher accuracy. • They create these specialized models from open-source models. Check this site so you can fully appreciate how this works: If you want to fine-tune an open-source model, consider Arcee's platform. This is the state of the art.

Small Language Models (SML) are the future of AI. "Small" (SML) instead of "Large" (LLM). These small models are highly specialized models with superhuman abilities on specific tasks. Here are two techniques to build these models: • Spectrum • Model Merging I give you a short introduction in the attached video, but here is a quick summary: Spectrum helps us identify the most relevant layers to solve one specific task. We can ignore everything else and focus on fine-tuning these layers. Using Spectrum, we can fine-tune models in a heartbeat. Model Merging combines multiple models into a unique, much better model than any of the individual input models. You can also combine models specialized in different tasks and get a model with multiple abilities. This is the state of the art of productizing models. It's what Arcee.ai's platform does behind the scenes. Arcee collaborated with me on this post and is sponsoring it. There are three main steps to produce a model for your particular use case: 1. You create a dataset by uploading your data. 2. You train a model. At this step, Arcee uses Spectrum and Model Merging to produce a highly specialized model for your task. 3. You can deploy that model to any environment you want. Three important notes: • Training process is 2x faster and 2x cheaper than regular fine-tuning. • Resultant models are smaller and have higher accuracy. • They create these specialized models from open-source models. Check this site so you can fully appreciate how this works: If you want to fine-tune an open-source model, consider Arcee's platform. This is the state of the art.

Santiago

164,162 görüntüleme • 2 yıl önce

another timeless piece that speaks to your soul. #Time is such a painfully good song, and we are truly blessed by these five men and their goddamn vocals. THIS is SB19.

another timeless piece that speaks to your soul. #Time is such a painfully good song, and we are truly blessed by these five men and their goddamn vocals. THIS is SB19.

ʀɛʍ

276,551 görüntüleme • 1 yıl önce