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> be Nemotron 3 Ultra > announced five days ago > still full alpha > 550B parameters > open weights -> free tier -> 1,000,000 tokens of context > paste 30 competitors in one block -> it reads all of it > 94.7 recall at a million tokens >... show more

shmidt

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20,200 просмотров • 2 месяцев назад •via X (Twitter)

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Red Hat AI just shipped DFlash speculator checkpoints for two of NVIDIA AI's most powerful open models: → Nemotron Ultra 550B → Nemotron Super 120B On math and reasoning: ~5 out of 7 draft tokens accepted on average. On code (HumanEval): ~3.4 out of 7. Both checkpoints trained with the open source Speculators library from vLLM. Apache 2.0. Validated on NVIDIA B200. One flag to enable in vLLM: --spec-model RedHatAI/NVIDIA-Nemotron-3-Ultra-550B-A55B-speculator.dflash --spec-tokens 7 --spec-method dflash 🔗 Ultra 550B: 🔗 Super 120B:

Red Hat AI just shipped DFlash speculator checkpoints for two of NVIDIA AI's most powerful open models: → Nemotron Ultra 550B → Nemotron Super 120B On math and reasoning: ~5 out of 7 draft tokens accepted on average. On code (HumanEval): ~3.4 out of 7. Both checkpoints trained with the open source Speculators library from vLLM. Apache 2.0. Validated on NVIDIA B200. One flag to enable in vLLM: --spec-model RedHatAI/NVIDIA-Nemotron-3-Ultra-550B-A55B-speculator.dflash --spec-tokens 7 --spec-method dflash 🔗 Ultra 550B: 🔗 Super 120B:

Red Hat AI

14,923 просмотров • 1 месяц назад

NVIDIA is giving away free access to 140+ AI models for a full year > most people building AI agents are paying $50-200/month for API access NVIDIA just made that argument irrelevant models you get: GLM 5.2, MiniMax M3, Nemotron-3-Ultra-550B-A55B, Kimi K2.7, and 130+ more setup: > step 1 - get your free key > go to > register -> bind phone -> copy API key > step 2 - add to Hermes agent > open Settings -> Model Provider -> Custom base_url = " api_key = "nvapi-xxxxxxxxxxxxxxxxxxxx" > step 3 - pick a model model = "z-ai/glm-5.2" model = "minimaxai/minimax-m3" model = "nvidia/nemotron-3-ultra-550b-a55b" model = "moonshot-ai/kimi-k2.7" > Hermes already has NVIDIA set as default base_url > paste the key and you're running instantly > works the same in Cursor and OpenCode > cost: $0 > limit: 40 req/min > expires: 1 year while everyone is paying for API access, this is sitting there for free with this many models in one place, it is also the easiest way to test which one actually fits your agent before you commit to a paid provider

NVIDIA is giving away free access to 140+ AI models for a full year > most people building AI agents are paying $50-200/month for API access NVIDIA just made that argument irrelevant models you get: GLM 5.2, MiniMax M3, Nemotron-3-Ultra-550B-A55B, Kimi K2.7, and 130+ more setup: > step 1 - get your free key > go to > register -> bind phone -> copy API key > step 2 - add to Hermes agent > open Settings -> Model Provider -> Custom base_url = " api_key = "nvapi-xxxxxxxxxxxxxxxxxxxx" > step 3 - pick a model model = "z-ai/glm-5.2" model = "minimaxai/minimax-m3" model = "nvidia/nemotron-3-ultra-550b-a55b" model = "moonshot-ai/kimi-k2.7" > Hermes already has NVIDIA set as default base_url > paste the key and you're running instantly > works the same in Cursor and OpenCode > cost: $0 > limit: 40 req/min > expires: 1 year while everyone is paying for API access, this is sitting there for free with this many models in one place, it is also the easiest way to test which one actually fits your agent before you commit to a paid provider

Mr. Buzzoni

121,377 просмотров • 1 месяц назад

Nobody expected the largest AI model ever built to be free. Kimi K3 just shipped at 2.8 trillion parameters. Full weights go public in ten days. No API waitlist. No enterprise sales call. No usage tier. Closed labs spent two years selling "frontier intelligence" as something you rent. Open source just proved you can own it outright. The gap everyone bet on didn't shrink. It closed.

Nobody expected the largest AI model ever built to be free. Kimi K3 just shipped at 2.8 trillion parameters. Full weights go public in ten days. No API waitlist. No enterprise sales call. No usage tier. Closed labs spent two years selling "frontier intelligence" as something you rent. Open source just proved you can own it outright. The gap everyone bet on didn't shrink. It closed.

Shawn Chauhan

51,064 просмотров • 1 месяц назад

In 2024, one of the world's most iconic roads is still used as a rat run five days a week. On weekends, it is reserved exclusively for pedestrians and cycling tours, and it is incredibly popular with both Londoners and tourists. It should permanently be designated for the latter.

In 2024, one of the world's most iconic roads is still used as a rat run five days a week. On weekends, it is reserved exclusively for pedestrians and cycling tours, and it is incredibly popular with both Londoners and tourists. It should permanently be designated for the latter.

Bob From Accounts 🚲

47,979 просмотров • 1 год назад

“When in the opening minutes of the game he [SGA] gets five free throw attempts, and Jaden gets in foul trouble, it’s not then a coincidence that later in the game, he’s walking into open 17-footers… it set the tone. For a Playoffs that everyone has been officiated by a tough nose old school physicality, for a guy who doesn’t need it, and shouldn’t need it to be consistently rewarded for just falling is to me is off putting.” — nick wright

“When in the opening minutes of the game he [SGA] gets five free throw attempts, and Jaden gets in foul trouble, it’s not then a coincidence that later in the game, he’s walking into open 17-footers… it set the tone. For a Playoffs that everyone has been officiated by a tough nose old school physicality, for a guy who doesn’t need it, and shouldn’t need it to be consistently rewarded for just falling is to me is off putting.” — nick wright

Wolves Lead

217,646 просмотров • 1 год назад

“So, 30 years ago, this is where it all began. A mixture of live songs that had won us a following + our first experiments in the studio. Listening back now it still has that sense of wildness + drama, and possibility of those early days. So young and so gone, indeed!” -Mat Osman

“So, 30 years ago, this is where it all began. A mixture of live songs that had won us a following + our first experiments in the studio. Listening back now it still has that sense of wildness + drama, and possibility of those early days. So young and so gone, indeed!” -Mat Osman

Suede HQ

136,283 просмотров • 3 лет назад

Eight years ago, on January 10, 2016, in Brixton, London, the David Bowie mural became a shrine and remains so today. It was one of the saddest days for me and Bowie fans everywhere. Even now, it still hasn’t fully sunk in.

Eight years ago, on January 10, 2016, in Brixton, London, the David Bowie mural became a shrine and remains so today. It was one of the saddest days for me and Bowie fans everywhere. Even now, it still hasn’t fully sunk in.

The Extreme Music Enthusiast

14,221 просмотров • 7 месяцев назад

US export-control disable Claude Fable 5 overnight. Not for what it said - for what one trader did with it. He turned an $11,000 wreck into $300,000 profit in five days. Then they pulled Claude Fable 5 from public hands. Too late - his bot's still running. His wallet: Every other Claude model still works. The two best ones don't. Anthropic's calling it a misunderstanding. Maybe. But think about what gets a model killed by export control overnight, no warning. Here's what Fable 5 actually did for him. It doesn't predict price. It computes the whole probability surface of a market - every outcome, weighted, faster than the market can correct itself. It finds the bets the crowd writes off as impossible, runs the real math, and buys them for pennies when the math disagrees. One of those just paid x205. A regular guy, a model this sharp, a market no regulator polices. They closed that door overnight - one night too late. He's holding one of the last builds that ever touched a live market. It's still on Polymarket right now, hunting the same mispriced tails. Fable 5 is locked. The algorithm it wrote is loose. You can't open the model anymore. You can still copy the wallet it built in two clicks:

US export-control disable Claude Fable 5 overnight. Not for what it said - for what one trader did with it. He turned an $11,000 wreck into $300,000 profit in five days. Then they pulled Claude Fable 5 from public hands. Too late - his bot's still running. His wallet: Every other Claude model still works. The two best ones don't. Anthropic's calling it a misunderstanding. Maybe. But think about what gets a model killed by export control overnight, no warning. Here's what Fable 5 actually did for him. It doesn't predict price. It computes the whole probability surface of a market - every outcome, weighted, faster than the market can correct itself. It finds the bets the crowd writes off as impossible, runs the real math, and buys them for pennies when the math disagrees. One of those just paid x205. A regular guy, a model this sharp, a market no regulator polices. They closed that door overnight - one night too late. He's holding one of the last builds that ever touched a live market. It's still on Polymarket right now, hunting the same mispriced tails. Fable 5 is locked. The algorithm it wrote is loose. You can't open the model anymore. You can still copy the wallet it built in two clicks:

cvxv666

77,366 просмотров • 2 месяцев назад

Free for 270 years. Nobody ever asks why. 🇬🇧 In 1753 a British doctor called Hans Sloane died. He left 71,000 objects to the nation. On one condition. It must be free. For everybody. Forever. Parliament raised the money through a national lottery. And built the world’s first public museum. Not for the King. Not for the Church. For all of humanity. The idea was simple. Human history belongs to all of humanity. Not just the powerful. Not just a few. For everyone. 270 years later it still hasn’t charged a penny. 8 million objects. Two million years of human history. The Rosetta Stone. The Lewis Chessmen. The Sutton Hoo helmet. All of it free. Still today. The idea Britain invented in 1753 changed how the entire world keeps its history. This channel exists because people like you chose to make it happen. Thousands of stories like this one are waiting to be told. Battles won. Names forgotten. History that belongs to all of us but gets told to none of us. If you can afford to help keep it free for everyone else: Be Part Of Us. Be Proud Of Us. 🇬🇧

Free for 270 years. Nobody ever asks why. 🇬🇧 In 1753 a British doctor called Hans Sloane died. He left 71,000 objects to the nation. On one condition. It must be free. For everybody. Forever. Parliament raised the money through a national lottery. And built the world’s first public museum. Not for the King. Not for the Church. For all of humanity. The idea was simple. Human history belongs to all of humanity. Not just the powerful. Not just a few. For everyone. 270 years later it still hasn’t charged a penny. 8 million objects. Two million years of human history. The Rosetta Stone. The Lewis Chessmen. The Sutton Hoo helmet. All of it free. Still today. The idea Britain invented in 1753 changed how the entire world keeps its history. This channel exists because people like you chose to make it happen. Thousands of stories like this one are waiting to be told. Battles won. Names forgotten. History that belongs to all of us but gets told to none of us. If you can afford to help keep it free for everyone else: Be Part Of Us. Be Proud Of Us. 🇬🇧

Proudofus.uk

70,678 просмотров • 4 месяцев назад

Gavin Baker Gavin Baker says open source is "awesome" for AI infrastructure names because it shifts the economic value from the frontier labs to the infrastructure, and it is already 80% plus of all tokens processed. "A misconception that a lot of people have is that open source models are somehow bad for AI. They're awesome for the AI infrastructure providers. They just shift economic value from the margins of the frontier labs to the infrastructure." "But I do think there's still a role for these frontier models. And it may be true, to date, frontier tokens are capturing 90% of the economic value, and open source tokens are probably 80% plus of tokens processed, and those ratios may be here to stay." _______ Follow Fireside Alpha for more highlights of the best business and technology conversations.

Gavin Baker Gavin Baker says open source is "awesome" for AI infrastructure names because it shifts the economic value from the frontier labs to the infrastructure, and it is already 80% plus of all tokens processed. "A misconception that a lot of people have is that open source models are somehow bad for AI. They're awesome for the AI infrastructure providers. They just shift economic value from the margins of the frontier labs to the infrastructure." "But I do think there's still a role for these frontier models. And it may be true, to date, frontier tokens are capturing 90% of the economic value, and open source tokens are probably 80% plus of tokens processed, and those ratios may be here to stay." _______ Follow Fireside Alpha for more highlights of the best business and technology conversations.

Fireside Alpha

162,832 просмотров • 1 месяц назад

When an American company, or frankly Canadian for that matter, gets investors and does a startup. Let's say they put up $10 million bucks or whatever. As soon as it gets to a run rate of five million annually, almost 100% of the time it gets knocked off in China. The company has to recoup the $10 million that it made, let's say in R&D. The Chinese don't so they knock it off and they reintroduce it into the American and Canadian and Mexican market and European market too at 30% to 40% off of the price you're selling it at because they don't have to recoup anything. They're just making pure margin. They have no R&D to recover. This happens thousands of times and there's no recourse.

When an American company, or frankly Canadian for that matter, gets investors and does a startup. Let's say they put up $10 million bucks or whatever. As soon as it gets to a run rate of five million annually, almost 100% of the time it gets knocked off in China. The company has to recoup the $10 million that it made, let's say in R&D. The Chinese don't so they knock it off and they reintroduce it into the American and Canadian and Mexican market and European market too at 30% to 40% off of the price you're selling it at because they don't have to recoup anything. They're just making pure margin. They have no R&D to recover. This happens thousands of times and there's no recourse.

Kevin O'Leary aka Mr. Wonderful

341,560 просмотров • 1 год назад

3 days ago Q: Will you sign the Russia sanctions bill? Trump: I know that Lindsey wanted it very badly… We’re looking at that. This is in honor of Lindsey. There’s a good chance it gets done.

3 days ago Q: Will you sign the Russia sanctions bill? Trump: I know that Lindsey wanted it very badly… We’re looking at that. This is in honor of Lindsey. There’s a good chance it gets done.

Republicans against Trump

136,073 просмотров • 1 месяц назад

Rockstar spent 7 years, 2,000+ developers, and $500 million to build Red Dead Redemption 2. Kimi K3 rebuilt the same scene in 10 hours. One prompt. 4 million tokens. It's open source. 2.8 trillion parameters. A 1 million token context window. It beats Claude Opus 4.8 and GPT-5.6. It sits on par with Fable 5. Fable 5 results, at Sonnet pricing. The wall between you and a AAA game used to be a studio. Now it's a prompt.

Rockstar spent 7 years, 2,000+ developers, and $500 million to build Red Dead Redemption 2. Kimi K3 rebuilt the same scene in 10 hours. One prompt. 4 million tokens. It's open source. 2.8 trillion parameters. A 1 million token context window. It beats Claude Opus 4.8 and GPT-5.6. It sits on par with Fable 5. Fable 5 results, at Sonnet pricing. The wall between you and a AAA game used to be a studio. Now it's a prompt.

Dep

99,354 просмотров • 1 месяц назад

Inside Nemotron and NVIDIA's AI lab: my conversation with Bryan Catanzaro (Bryan Catanzaro). NVIDIA is a chip company. So why does it put hundreds of researchers on building AI models - and then give them away for free? We go deep into the Nemotron models, what it takes to build a top AI lab, and the future of frontier AI. 01:33 - Is open source AI catching the frontier? 05:29 - Do closed labs blocking distillation slow open source down? 07:42 - Is the US falling behind China? 10:30 - Why companies actually choose open models 12:39 - A "crazy" 2008 bet: machine learning on GPUs 15:33 - Working with Andrew Ng and Dario Amodei at Baidu 17:41 - Coming back to NVIDIA: DLSS and the birth of Megatron 21:55 - The real reason NVIDIA builds its own models 24:28 - Is Moore's Law really dead? 33:37 - The Nemotron family: Nano, Super, Ultra 35:09 - Built for agents: why NVIDIA bets on speed 36:02 - How you train a 550B model in 4 bits 39:25 - Hybrid Mamba-Transformer, explained simply 42:31 - Mixture of experts, and why NVIDIA built NVL72 around it 47:26 - Why a 1-million-token context window matters 49:26 - Multi-token prediction: how the model predicts 5 tokens at once 52:47 - Multi-teacher distillation: teaching one model from many 58:01 - Where reinforcement learning goes next 01:00:16 - Inside NVIDIA's research org: "the mission is the boss" 01:04:03 - How NVIDIA decides who gets the GPUs 01:10:53 - Why NVIDIA still feels entrepreneurial after 33 years 01:12:58 - Why Bryan doesn't believe in the singularity 01:17:50 - The AI backlash 01:19:18 - The controversial case: open AI is safer than closed

Inside Nemotron and NVIDIA's AI lab: my conversation with Bryan Catanzaro (Bryan Catanzaro). NVIDIA is a chip company. So why does it put hundreds of researchers on building AI models - and then give them away for free? We go deep into the Nemotron models, what it takes to build a top AI lab, and the future of frontier AI. 01:33 - Is open source AI catching the frontier? 05:29 - Do closed labs blocking distillation slow open source down? 07:42 - Is the US falling behind China? 10:30 - Why companies actually choose open models 12:39 - A "crazy" 2008 bet: machine learning on GPUs 15:33 - Working with Andrew Ng and Dario Amodei at Baidu 17:41 - Coming back to NVIDIA: DLSS and the birth of Megatron 21:55 - The real reason NVIDIA builds its own models 24:28 - Is Moore's Law really dead? 33:37 - The Nemotron family: Nano, Super, Ultra 35:09 - Built for agents: why NVIDIA bets on speed 36:02 - How you train a 550B model in 4 bits 39:25 - Hybrid Mamba-Transformer, explained simply 42:31 - Mixture of experts, and why NVIDIA built NVL72 around it 47:26 - Why a 1-million-token context window matters 49:26 - Multi-token prediction: how the model predicts 5 tokens at once 52:47 - Multi-teacher distillation: teaching one model from many 58:01 - Where reinforcement learning goes next 01:00:16 - Inside NVIDIA's research org: "the mission is the boss" 01:04:03 - How NVIDIA decides who gets the GPUs 01:10:53 - Why NVIDIA still feels entrepreneurial after 33 years 01:12:58 - Why Bryan doesn't believe in the singularity 01:17:50 - The AI backlash 01:19:18 - The controversial case: open AI is safer than closed

Matt Turck

56,749 просмотров • 1 месяц назад

i'm raising $50,000 in 30 days because five months ago i hit my head on a dryer door, had a seizure, and spent the next five months learning how to be still for the first time in my life with a traumatic brain injury.. I am turning It all into music, but I need your help 🧵🧵🧵

i'm raising $50,000 in 30 days because five months ago i hit my head on a dryer door, had a seizure, and spent the next five months learning how to be still for the first time in my life with a traumatic brain injury.. I am turning It all into music, but I need your help 🧵🧵🧵

Domino

13,130 просмотров • 4 месяцев назад

Sen. Okiya Omtatah: If you saw my audit on Busia, it established that KSh 5.2 billion was stolen in the 2022/2023 financial year. In just one year, 5.2 billion out of a budget of 8.6 billion — that is not even theft; it is looting. And when you go on the ground in Busia, there is nothing happening since the new governor came in. The real theft is done through the IFMIS. When I was reviewing the Busia case, we found, for example, a provision of 9 million for tea and snacks in the governor’s office. It was paid five times, meaning 27 million was paid out in one year for tea and snacks alone. #TheSituationRoom

Sen. Okiya Omtatah: If you saw my audit on Busia, it established that KSh 5.2 billion was stolen in the 2022/2023 financial year. In just one year, 5.2 billion out of a budget of 8.6 billion — that is not even theft; it is looting. And when you go on the ground in Busia, there is nothing happening since the new governor came in. The real theft is done through the IFMIS. When I was reviewing the Busia case, we found, for example, a provision of 9 million for tea and snacks in the governor’s office. It was paid five times, meaning 27 million was paid out in one year for tea and snacks alone. #TheSituationRoom

KTN News

44,623 просмотров • 1 год назад

Kimi K3 dropped 3 days ago and i already used it to build my own PUBG the model that just took the number one coding spot on earth and it runs on a free tier no team no engine i just fed it free open models and assets that are already public and told it what i wanted it built the entire game itself the shooting the recoil the hit detection all of it came straight out of the model i barely wrote a line what youre watching here is the deathmatch mode and its already live battle royale is next im deep in it and the graphics get reworked right after i know it looks raw right now i wont pretend otherwise but the endgame is a build that runs perfect on phones and the moment its on mobile you drop ads in and it earns on its own the part that still gets me is my whole cost for this was a single subscription

Kimi K3 dropped 3 days ago and i already used it to build my own PUBG the model that just took the number one coding spot on earth and it runs on a free tier no team no engine i just fed it free open models and assets that are already public and told it what i wanted it built the entire game itself the shooting the recoil the hit detection all of it came straight out of the model i barely wrote a line what youre watching here is the deathmatch mode and its already live battle royale is next im deep in it and the graphics get reworked right after i know it looks raw right now i wont pretend otherwise but the endgame is a build that runs perfect on phones and the moment its on mobile you drop ads in and it earns on its own the part that still gets me is my whole cost for this was a single subscription

savip.

68,963 просмотров • 1 месяц назад

watch gemma 4 12b q8 dancing on a single rtx 3090 at 33 tokens a second average. google dropped this two days ago and it's the kind of thing that quietly moves the floor. a fully multimodal model, text image and audio in one net, 256k context, apache licensed, running entirely on one consumer gpu, no one metering your tokens. what you're watching is the whole loop live: the server streaming tokens top left, the gpu pegged bottom left, the answer landing on the right. all local, all mine. a year ago this needed someone else's datacenter. today it's a card you can buy. open source isn't catching up anymore, it's setting the pace. how fast does yours run?

watch gemma 4 12b q8 dancing on a single rtx 3090 at 33 tokens a second average. google dropped this two days ago and it's the kind of thing that quietly moves the floor. a fully multimodal model, text image and audio in one net, 256k context, apache licensed, running entirely on one consumer gpu, no one metering your tokens. what you're watching is the whole loop live: the server streaming tokens top left, the gpu pegged bottom left, the answer landing on the right. all local, all mine. a year ago this needed someone else's datacenter. today it's a card you can buy. open source isn't catching up anymore, it's setting the pace. how fast does yours run?

Sudo su

36,614 просмотров • 2 месяцев назад

Openai giving $50,000 in FREE API credits and it's hidden in your account settings 😳 most people have no idea this exists what you get every single day: - 250K tokens/day for GPT-5.5 and GPT-5.2 (powerful models) - 2.5M tokens/day for GPT-5.1-Mini and GPT-5-Nano (lighter models) - up to 10M tokens/day if you're on tier 3-5 not a one time lump sum, it resets daily it's called the data sharing program and here's how it works: > go to > click data controls → sharing > opt in to both options > done, free daily tokens activate immediately important note: - your data gets used by openai for training and improvements - don't use it for client work or anything sensitive - need a positive account balance to activate perfect for: - learning and experimenting - side projects and personal builds - testing new models without paying you need a positive account balance to activate it but after that it's free every day save this and take free 50k credits before they close it

Openai giving $50,000 in FREE API credits and it's hidden in your account settings 😳 most people have no idea this exists what you get every single day: - 250K tokens/day for GPT-5.5 and GPT-5.2 (powerful models) - 2.5M tokens/day for GPT-5.1-Mini and GPT-5-Nano (lighter models) - up to 10M tokens/day if you're on tier 3-5 not a one time lump sum, it resets daily it's called the data sharing program and here's how it works: > go to > click data controls → sharing > opt in to both options > done, free daily tokens activate immediately important note: - your data gets used by openai for training and improvements - don't use it for client work or anything sensitive - need a positive account balance to activate perfect for: - learning and experimenting - side projects and personal builds - testing new models without paying you need a positive account balance to activate it but after that it's free every day save this and take free 50k credits before they close it

Isra

168,671 просмотров • 2 месяцев назад

I've pushed Roblox to the limits with this Dynamic head for the #roblox catalog. This one will be free for a very short amount of time, 30 seconds at a time specificed in my discord after that it will never be free..... but ofc hope it gets approved #RobloxDev #RobloxUGC #UGC

I've pushed Roblox to the limits with this Dynamic head for the #roblox catalog. This one will be free for a very short amount of time, 30 seconds at a time specificed in my discord after that it will never be free..... but ofc hope it gets approved #RobloxDev #RobloxUGC #UGC

Rage

625,819 просмотров • 3 лет назад