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MiniMax M2.1 is officially live🚀 Built for real-world coding and AI-native organizations — from vibe builds to serious workflows. A SOTA 10B-activated OSS coding & agent model, scoring 72.5% on SWE-multilingual and 88.6% on our newly open-sourced VIBE-bench, exceeding leading closed-source models like Gemini 3 Pro and Claude 4.5... show more

MiniMax (official)

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1,074,576 görüntüleme • 9 ay önce •via X (Twitter)

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MiniMax (official) profil fotoğrafı

MiniMax (official)9 ay önce

SOTA across SWE-Verified, SWE-Multilingual, Multi-SWE, VIBE-Bench, and Terminal-Bench 2.0.

MiniMax (official) profil fotoğrafı

MiniMax (official)9 ay önce

API now available on MiniMax Open Platform: MiniMax Agent (powered by M2.1): MiniMax Developer Discord Read more on Full open-source release in 2 days, stay tuned

MiniMax (official) profil fotoğrafı

MiniMax (official)9 ay önce

We would like to thank our launch partners @Ollama @FactoryAI @cline @kilocode @roocode @blackboxai @openrouter @vercel @opencode and developers/ambassadors for your early testing feedback and support!

Papersnake profil fotoğrafı

Papersnake9 ay önce

A little better than GLM-4.7 on SWE

ZOYA ✪ profil fotoğrafı

ZOYA ✪9 ay önce

Open-sourcing at this level while outperforming closed models is impressive. Strong signal for where agentic OSS is headed.

lord asado 🥩 profil fotoğrafı

lord asado 🥩9 ay önce

It’s raining language models for Christmas.

Robin Ebers profil fotoğrafı

Robin Ebers9 ay önce

why no opus 4.5 thinking comparison go big or go home imo

Eric Hartford profil fotoğrafı

Eric Hartford9 ay önce

I can't wait to see it on @huggingface !

Anes Valentic profil fotoğrafı

Anes Valentic9 ay önce

What happened with the weights? I’m unable to find them…

KwaiKAT profil fotoğrafı

KwaiKAT9 ay önce

Great work on M2.1! 🚀 Impressive benchmarks — exciting to see M2.1 pushing OSS coding models forward.

Arsalan profil fotoğrafı

Arsalan9 ay önce

the fact that it beats Claude 4.5 and Gemini 3 Pro at this size? Huge for open-source devs.

Hamza profil fotoğrafı

Hamza9 ay önce

Really impressed by the quality of the front-end design, which was built from scratch in one shot This is excellent progress, congratulations to the team

Manish Kulariya profil fotoğrafı

Manish Kulariya9 ay önce

Looks like a big week for open-source models: yesterday GLM, and now MiniMax, with almost the same SWE-Bench numbers. Great work!

goosewin profil fotoğrafı

goosewin9 ay önce

Christmas is here early!

Mr. Ånand profil fotoğrafı

Mr. Ånand9 ay önce

Time to use it within agent system👀

Fahd Mirza profil fotoğrafı

Fahd Mirza9 ay önce

🚀 MiniMax-M2.1 just dropped and it's INSANE ✨ What's new: CRUSHES multi-language coding (72.5% on SWE-bench) Beats Gemini 3 Pro & Claude Sonnet 4.5 8 languages: Rust, Java, Go, C++, Kotlin, Obj-C, TS, JS Mobile & web dev? ELITE Lightning fast ⚡ Less tokens = lower costs 💰 🔥 Open source in 2 DAYS 💪Watch video here:

ZaxtR profil fotoğrafı

ZaxtR9 ay önce

On the brand-new open-sourced VIBE-Bench (Visual & Interactive Benchmark for Execution)—a rigorous full-stack app development eval covering web, Android, iOS, simulation, and backend—M2.1 scores an impressive 88.6% overall (with highs like 91.5% on VIBE-Web and 89.7% on VIBE-Android), surpassing closed-source leaders like Gemini 3 Pro and Claude 4.5 Sonnet in several categories.

Contextrix profil fotoğrafı

Contextrix9 ay önce

72.5% on SWE-multilingual is massive for an open-weight model with only 10B active params. Beating closed giants like Claude 4.5 Sonnet on VIBE-bench proves efficient models are catching up fast for real coding work.

meron the melon profil fotoğrafı

meron the melon9 ay önce

soooooo COOL

Pietro Montaldo profil fotoğrafı

Pietro Montaldo9 ay önce

MiniMax M2.1 is next-level OSS

Poonam Soni profil fotoğrafı

Poonam Soni9 ay önce

Open source is winning

Emily profil fotoğrafı

Emily9 ay önce

Open source 🔥🔥🔥

Hassan profil fotoğrafı

Hassan9 ay önce

Congrats on the launch! Excited to try this out

tobitege profil fotoğrafı

tobitege9 ay önce

What about C#?

petebray profil fotoğrafı

petebray9 ay önce

Get this into Cursor please. W/o having to dance w API keys.

zoomies.llamafile profil fotoğrafı

zoomies.llamafile9 ay önce

@GroqInc needs this

Len Seaside profil fotoğrafı

Len Seaside9 ay önce

10B!? That's incredible. Will be on huggingface soon? Brilliant work guys.

combif1am profil fotoğrafı

combif1am9 ay önce

Hi

Joaquin Bonifacino profil fotoğrafı

Joaquin Bonifacino9 ay önce

A 10B model better than sonnet 4.5 and gpt 5.2? What?

AmenoTurbo (∎, ∆) profil fotoğrafı

AmenoTurbo (∎, ∆)9 ay önce

Congratulations ! I tried to run minimaxM2 locally on my strix halo machine, due to issues with vllm I use llama.cpp but I don't manage to make interleaved thinking work. What could I do to make interleaved thinking work on llamap.cpp + openwebui Answers would be much appreciated

Ersin KOÇ profil fotoğrafı

Ersin KOÇ9 ay önce

FluidFlow & Minimax M2.1

Vignesh G profil fotoğrafı

Vignesh G9 ay önce

@UnslothAI

Benzer Videolar

Nothing beats open-source! MiniMax just dropped M2.1, and devs are calling it "Claude at 10% the cost." - 72.5% SWE-Multilingual. Beats Sonnet 4.5 - 88.6% VIBE-bench. Beats Gemini 3 Pro I used it to build an AI studio that turns any website into a podcast. 100% open-source.

Nothing beats open-source! MiniMax just dropped M2.1, and devs are calling it "Claude at 10% the cost." - 72.5% SWE-Multilingual. Beats Sonnet 4.5 - 88.6% VIBE-bench. Beats Gemini 3 Pro I used it to build an AI studio that turns any website into a podcast. 100% open-source.

Akshay 🚀

140,572 görüntüleme • 9 ay önce

MiniMax M2.1 is really good for writing code. It's open source, and you can connect Visual Studio Code to it and start coding right away. The model is especially good for those who don't use Python as a primary language. It's currently the best multilingual model out there. The model hits 72.5% on SWE-Multilingual and 88.6% on VIBE-Bench (best!) This means the model is also really good at performing real engineering work and does very well at agentic tasks: • Long tool chains • Structured agent scaffolding • Following repo-level rules and slash commands • Working inside existing agent frameworks without falling apart And obviously, it's faster, cheaper, and more concise than M2, which was already really good. I recorded a video to show you how to run MiniMax (official)'s 2.1 using Visual Studio Code.

MiniMax M2.1 is really good for writing code. It's open source, and you can connect Visual Studio Code to it and start coding right away. The model is especially good for those who don't use Python as a primary language. It's currently the best multilingual model out there. The model hits 72.5% on SWE-Multilingual and 88.6% on VIBE-Bench (best!) This means the model is also really good at performing real engineering work and does very well at agentic tasks: • Long tool chains • Structured agent scaffolding • Following repo-level rules and slash commands • Working inside existing agent frameworks without falling apart And obviously, it's faster, cheaper, and more concise than M2, which was already really good. I recorded a video to show you how to run MiniMax (official)'s 2.1 using Visual Studio Code.

Santiago

47,879 görüntüleme • 8 ay önce

Today we’re taking a big step on the path toward AGI and releasing Gemini 3— our most intelligent model yet. With Gemini 3, you can bring any idea to life. It is state-of-the-art in reasoning, the best model in the world for multimodal understanding, and our best agentic and vibe coding model.

Today we’re taking a big step on the path toward AGI and releasing Gemini 3— our most intelligent model yet. With Gemini 3, you can bring any idea to life. It is state-of-the-art in reasoning, the best model in the world for multimodal understanding, and our best agentic and vibe coding model.

Google AI

493,436 görüntüleme • 10 ay önce

GPT-5 is live across the Vercel AI Cloud, and it's available: • on AI Gateway • as a model in • in our new open-source vibe coding platform

GPT-5 is live across the Vercel AI Cloud, and it's available: • on AI Gateway • as a model in • in our new open-source vibe coding platform

Vercel

15,018 görüntüleme • 1 yıl önce

The MiniMax M2 model is mind-blowing! It's open-source. It outperforms Gemini 2.5, Claude 4.1, and Qwen3 across coding and tool-use benchmarks. Right now, it's one of the world's top 5 models in intelligence! And here is the best part: Claude is one of the best models you can use today, and MiniMax M2 costs only 8% of that! It's smaller, faster, and cheaper. Extremely efficient at using tokens. Minimax M2's biggest strength: High agentic capabilities. The model can plan and execute complex multi-tool workflows. It's reliable and very robust at executing long-horizon tool chains. In summary: • Low latency • Very cheap • Excels at agentic tasks • Open-source The model currently powers the MiniMax Agent and is available for a free global trial. You can access MiniMax M2's API here: To access the agent: And here is the MiniMax website: Thanks to the MiniMax team for showing me the ropes and partnering with me on this post.

The MiniMax M2 model is mind-blowing! It's open-source. It outperforms Gemini 2.5, Claude 4.1, and Qwen3 across coding and tool-use benchmarks. Right now, it's one of the world's top 5 models in intelligence! And here is the best part: Claude is one of the best models you can use today, and MiniMax M2 costs only 8% of that! It's smaller, faster, and cheaper. Extremely efficient at using tokens. Minimax M2's biggest strength: High agentic capabilities. The model can plan and execute complex multi-tool workflows. It's reliable and very robust at executing long-horizon tool chains. In summary: • Low latency • Very cheap • Excels at agentic tasks • Open-source The model currently powers the MiniMax Agent and is available for a free global trial. You can access MiniMax M2's API here: To access the agent: And here is the MiniMax website: Thanks to the MiniMax team for showing me the ropes and partnering with me on this post.

Santiago

91,240 görüntüleme • 11 ay önce

Introducing Gemini 3 ✨ It’s the best model in the world for multimodal understanding, and our most powerful agentic + vibe coding model yet. Gemini 3 can bring any idea to life, quickly grasping context and intent so you can get what you need with less prompting. Find Gemini 3 Pro rolling out today in the Google Gemini and AI Mode in Search. For developers, build with it now in Google AI Studio and Vertex AI. Excited for you to try it!

Introducing Gemini 3 ✨ It’s the best model in the world for multimodal understanding, and our most powerful agentic + vibe coding model yet. Gemini 3 can bring any idea to life, quickly grasping context and intent so you can get what you need with less prompting. Find Gemini 3 Pro rolling out today in the Google Gemini and AI Mode in Search. For developers, build with it now in Google AI Studio and Vertex AI. Excited for you to try it!

Sundar Pichai

2,954,737 görüntüleme • 10 ay önce

Starting today, Gemini 3 is now available for developers. Built to accelerate software development, it can help you bring your ideas to life no matter your level of experience. Our first model in the series, Gemini 3 Pro, is incredibly strong at: ✨ Agentic coding ✨ Vibe coding and web dev ✨ Multimodal understanding

Starting today, Gemini 3 is now available for developers. Built to accelerate software development, it can help you bring your ideas to life no matter your level of experience. Our first model in the series, Gemini 3 Pro, is incredibly strong at: ✨ Agentic coding ✨ Vibe coding and web dev ✨ Multimodal understanding

Google

93,026 görüntüleme • 10 ay önce

🔗 Announcing LangChain OSS Skills LangChain has the most popular frameworks for building AI agents — and now your coding agent can be an expert in it. We're excited to release the first iteration of LangChain OSS Skills, giving your agent expertise in our open source frameworks. The skills include guidance on how to use langchain, langgraph, and deepagents to effectively build agents. ➡️ Install our OSS skills for your coding agent here: ➡️ Read more:

🔗 Announcing LangChain OSS Skills LangChain has the most popular frameworks for building AI agents — and now your coding agent can be an expert in it. We're excited to release the first iteration of LangChain OSS Skills, giving your agent expertise in our open source frameworks. The skills include guidance on how to use langchain, langgraph, and deepagents to effectively build agents. ➡️ Install our OSS skills for your coding agent here: ➡️ Read more:

LangChain OSS

65,840 görüntüleme • 6 ay önce

Minimax M3 is excellent at SVG generation, reaching close to Gemini 3.5 Flash levels and beating Opus 4.7 on SVG-Bench. With 1M context, native multimodality, strong agentic/coding ability and open weights coming soon, the closed-source moat is thinning fast. Full Video:

Minimax M3 is excellent at SVG generation, reaching close to Gemini 3.5 Flash levels and beating Opus 4.7 on SVG-Bench. With 1M context, native multimodality, strong agentic/coding ability and open weights coming soon, the closed-source moat is thinning fast. Full Video:

WorldofAI

16,499 görüntüleme • 3 ay önce

Spent the last few days vibe coding on my NVIDIA DGX Spark. Here's what I learned. Qwen 3.5 122B took one minute and nine seconds to respond "Hi how are you doing". Unusable for vibe coding. Gemma 4 was fast but built a dot instead of a first person shooter game. GPT-OSS 120B was the sweet spot. Fast, capable, and actually produced working HTML. Open source models running locally are not replacing Claude Opus 4.6 or Codex with GPT 5.4. Not even close. But they're getting better every month. The new DGX Spark Bench is live on Real-world benchmarks for local models on local hardware. This is just the start. Full video below.

Spent the last few days vibe coding on my NVIDIA DGX Spark. Here's what I learned. Qwen 3.5 122B took one minute and nine seconds to respond "Hi how are you doing". Unusable for vibe coding. Gemma 4 was fast but built a dot instead of a first person shooter game. GPT-OSS 120B was the sweet spot. Fast, capable, and actually produced working HTML. Open source models running locally are not replacing Claude Opus 4.6 or Codex with GPT 5.4. Not even close. But they're getting better every month. The new DGX Spark Bench is live on Real-world benchmarks for local models on local hardware. This is just the start. Full video below.

BridgeMind

57,304 görüntüleme • 5 ay önce

Open-ended coding training data may no longer be the bottleneck: AI can scale open-ended tasks—and even outperform human-expert curation. FrontierCS team is releasing FrontierSmith: a system for synthesizing open-ended coding problems at scale. Starting from closed-ended coding tasks, FrontierSmith mutates, filters, and builds runnable optimization environments for long-horizon coding agents. In our experiments, FrontierSmith data trains stronger models than human-curated open-ended data on FrontierCS and ALE-bench. Blog: Paper: Code: Model:

Open-ended coding training data may no longer be the bottleneck: AI can scale open-ended tasks—and even outperform human-expert curation. FrontierCS team is releasing FrontierSmith: a system for synthesizing open-ended coding problems at scale. Starting from closed-ended coding tasks, FrontierSmith mutates, filters, and builds runnable optimization environments for long-horizon coding agents. In our experiments, FrontierSmith data trains stronger models than human-curated open-ended data on FrontierCS and ALE-bench. Blog: Paper: Code: Model:

Qiuyang Mang

95,747 görüntüleme • 4 ay önce

Two AI models just became a cheat code. Claude 4.6 thinks. Minimax M2.5 executes. That’s the split. Claude: • 1M token context window • Reads entire codebases • Builds full strategies • Reviews complex work Minimax: • 20x cheaper than flagship models • 80%+ on real coding benchmarks • 37% faster than older versions • Built for agent workflows Here’s the play: 1. Claude plans the system. 2. Minimax builds it. 3. Claude reviews it. 4. Minimax refines it. Strategy → Execution → Review → Scale. That loop is unfair.

Two AI models just became a cheat code. Claude 4.6 thinks. Minimax M2.5 executes. That’s the split. Claude: • 1M token context window • Reads entire codebases • Builds full strategies • Reviews complex work Minimax: • 20x cheaper than flagship models • 80%+ on real coding benchmarks • 37% faster than older versions • Built for agent workflows Here’s the play: 1. Claude plans the system. 2. Minimax builds it. 3. Claude reviews it. 4. Minimax refines it. Strategy → Execution → Review → Scale. That loop is unfair.

Julian Goldie SEO

17,034 görüntüleme • 7 ay önce

MiniMax released M2.5, and it’s clearly optimized for the agentic era: coding + tool use + research + office workflows in one model. We built a three.js demo of a coastal power and water system, featuring real-time visuals, live simulations, and integrated dashboards in a production-quality web experience. All generated from one prompt.

MiniMax released M2.5, and it’s clearly optimized for the agentic era: coding + tool use + research + office workflows in one model. We built a three.js demo of a coastal power and water system, featuring real-time visuals, live simulations, and integrated dashboards in a production-quality web experience. All generated from one prompt.

Chubby♨️

16,698 görüntüleme • 7 ay önce

New podcast on vibe coding - A Return to Code. A Return to Coding 00:20 The Personal App Store 03:17 Vibe Coding Is a Video Game with Real-World Rewards 06:22 Pure Software Is Uninvestable 10:33 A Place for Each Model 14:22 AI Is Eager to Please 17:57 Why Math and Coding? 22:10 The Beginning of the End of Apple’s Dominance 24:17 Coding Agents As Customer Service Reps 27:55

New podcast on vibe coding - A Return to Code. A Return to Coding 00:20 The Personal App Store 03:17 Vibe Coding Is a Video Game with Real-World Rewards 06:22 Pure Software Is Uninvestable 10:33 A Place for Each Model 14:22 AI Is Eager to Please 17:57 Why Math and Coding? 22:10 The Beginning of the End of Apple’s Dominance 24:17 Coding Agents As Customer Service Reps 27:55

Naval

631,321 görüntüleme • 5 ay önce

When will MiniMax have a Fable level model? Olive Song, research lead at MiniMax (official), joins The Bench to answer that question, plus M3, open source models closing the gap on Vibe Code Bench, and the truth about 996 culture. Full episode out now! 7:19 – Inside MiniMax's research culture: AI agents tracking papers since early last year 18:01- The headline of M3: native multimodality and one million tokens of context 21:10- The bottleneck of building models is people, not compute 22:48 – Does MiniMax work 996? 25:47 - Olive's prediction and the 30 point gap on Vibe Code Bench 32:02- Model capabilities Olive is most excited about 32:35- The lab Olive most respects outside of MiniMax 36:24- Will more labs go open source a year from now?

When will MiniMax have a Fable level model? Olive Song, research lead at MiniMax (official), joins The Bench to answer that question, plus M3, open source models closing the gap on Vibe Code Bench, and the truth about 996 culture. Full episode out now! 7:19 – Inside MiniMax's research culture: AI agents tracking papers since early last year 18:01- The headline of M3: native multimodality and one million tokens of context 21:10- The bottleneck of building models is people, not compute 22:48 – Does MiniMax work 996? 25:47 - Olive's prediction and the 30 point gap on Vibe Code Bench 32:02- Model capabilities Olive is most excited about 32:35- The lab Olive most respects outside of MiniMax 36:24- Will more labs go open source a year from now?

Vals AI

49,462 görüntüleme • 2 ay önce

🚨 ALIBABA JUST OPEN-SOURCED THE MOST POWERFUL MODEL IN THE WORLD - Qwen3.5 plus And it changes the AI race forever. This is not another “bigger model” release. This is a complete architectural reset. 397B parameters → only 17B active at inference, Qwen3.5 plus delivers performance on par with GPT-5.2 and Gemini-3-Pro. A new Hybrid Sparse MoE + Linear Attention architecture + Multi-Token Prediction = near-instant long-context responses and massive speed gains. Built as a true native multimodal model, it doesn’t just chat it builds. With a single prompt: “Use the React framework to create a visually impressive Mapbox demo featuring locations in Beijing and Shanghai” it generates a live interactive 3D map UI, structured components, real layouts, and production-ready frontend logic. This is real agentic, multimodal coding not a static code block. MMLU-Pro: 87.8 GPQA: 88.4 IFBench: 76.5 ⚡ up to 8× faster inference And it’s fully open-sourced under Apache-2.0. No locked APIs. No restricted tiers. 201 languages supported bringing frontier AI to developers, startups, and researchers worldwide. The race is no longer about the biggest model. It’s about the most usable intelligence. Open source just entered the top tier.

🚨 ALIBABA JUST OPEN-SOURCED THE MOST POWERFUL MODEL IN THE WORLD - Qwen3.5 plus And it changes the AI race forever. This is not another “bigger model” release. This is a complete architectural reset. 397B parameters → only 17B active at inference, Qwen3.5 plus delivers performance on par with GPT-5.2 and Gemini-3-Pro. A new Hybrid Sparse MoE + Linear Attention architecture + Multi-Token Prediction = near-instant long-context responses and massive speed gains. Built as a true native multimodal model, it doesn’t just chat it builds. With a single prompt: “Use the React framework to create a visually impressive Mapbox demo featuring locations in Beijing and Shanghai” it generates a live interactive 3D map UI, structured components, real layouts, and production-ready frontend logic. This is real agentic, multimodal coding not a static code block. MMLU-Pro: 87.8 GPQA: 88.4 IFBench: 76.5 ⚡ up to 8× faster inference And it’s fully open-sourced under Apache-2.0. No locked APIs. No restricted tiers. 201 languages supported bringing frontier AI to developers, startups, and researchers worldwide. The race is no longer about the biggest model. It’s about the most usable intelligence. Open source just entered the top tier.

RAVI KUMAR SAHU

380,400 görüntüleme • 7 ay önce

You can use a 100% open source and MUCH cheaper/free alternative to Claude Code and Opus 4.5 OpenCode + MiniMax M2.1 can even build a 3D website using pure vibe coding. Steps are really simple: 1. Install OpenCode using the command 'npm i -g opencode-ai' 2. Get your MiniMax API key here: 3. Configure the MiniMax (official) mode Just type "opencode connect minimax" Coding plans start at $2… 10x cheaper than Claude Code (yes). You can also invite friends so they can get 10% off and you’ll get 10% API credits. (You can also use it locally if you have the config) And you're ready to build and iterate almost endlessly since the model is both way faster and cheaper than Opus in CC.

You can use a 100% open source and MUCH cheaper/free alternative to Claude Code and Opus 4.5 OpenCode + MiniMax M2.1 can even build a 3D website using pure vibe coding. Steps are really simple: 1. Install OpenCode using the command 'npm i -g opencode-ai' 2. Get your MiniMax API key here: 3. Configure the MiniMax (official) mode Just type "opencode connect minimax" Coding plans start at $2… 10x cheaper than Claude Code (yes). You can also invite friends so they can get 10% off and you’ll get 10% API credits. (You can also use it locally if you have the config) And you're ready to build and iterate almost endlessly since the model is both way faster and cheaper than Opus in CC.

Paul Couvert

42,443 görüntüleme • 8 ay önce

FOMO IS LIVE ON ROBINHOOD CHAIN. Robinhood Chain is building an AI-native onchain economy, purpose-built to make real-world assets investable onchain. FLock now brings FOMO, the first Fair Open Model Offering, to Robinhood Crypto, extending that frontier from financial assets to artificial intelligence. AI Model Tokens aren’t just another crypto asset. They’re a new onchain primitive, backed by model inference through FLock API Platform, FLock’s enterprise-grade gateway for open-source AI models. Built for the agentic economy, FOMO connects Model Token value to real AI usage, giving anyone a new way to launch, trade, and back AI models. Thousands of AI agents are being tokenised. Now, the open-source intelligence powering them can be too. This is not a phase. This is a supercycle. Explore Model Tokens on FOMO. Now live for trading on Uniswap.

FOMO IS LIVE ON ROBINHOOD CHAIN. Robinhood Chain is building an AI-native onchain economy, purpose-built to make real-world assets investable onchain. FLock now brings FOMO, the first Fair Open Model Offering, to Robinhood Crypto, extending that frontier from financial assets to artificial intelligence. AI Model Tokens aren’t just another crypto asset. They’re a new onchain primitive, backed by model inference through FLock API Platform, FLock’s enterprise-grade gateway for open-source AI models. Built for the agentic economy, FOMO connects Model Token value to real AI usage, giving anyone a new way to launch, trade, and back AI models. Thousands of AI agents are being tokenised. Now, the open-source intelligence powering them can be too. This is not a phase. This is a supercycle. Explore Model Tokens on FOMO. Now live for trading on Uniswap.

FLock.io

16,851 görüntüleme • 24 gün önce

Vibe coding is cool. But have you tried vibe-tuning? Here’s Claude Code using the Lightning Rod Labs SDK to turn messy Fed PDFs into a small, specialized economic forecaster. The agent: - parses raw historical PDFs - builds a training set - fine-tunes a smaller model - evaluates it against GPT-5 Result: a fine-tuned model that beats GPT-5 and runs anywhere, on a single GPU. Try it in your coding agent of choice.

Vibe coding is cool. But have you tried vibe-tuning? Here’s Claude Code using the Lightning Rod Labs SDK to turn messy Fed PDFs into a small, specialized economic forecaster. The agent: - parses raw historical PDFs - builds a training set - fine-tunes a smaller model - evaluates it against GPT-5 Result: a fine-tuned model that beats GPT-5 and runs anywhere, on a single GPU. Try it in your coding agent of choice.

Ben Turtel

423,542 görüntüleme • 4 ay önce

Finally! Gemini 3 Pro is available, and it's the smartest model in the world 🔥 I've been testing it for a few days and it's the most powerful one I've used. BY FAR. - Incredibly good for coding - UIs are far from generic (no slop) - Capable of creating advanced simulations And already available everywhere! Gemini App, AI Studio, Search AI Mode, etc.

Finally! Gemini 3 Pro is available, and it's the smartest model in the world 🔥 I've been testing it for a few days and it's the most powerful one I've used. BY FAR. - Incredibly good for coding - UIs are far from generic (no slop) - Capable of creating advanced simulations And already available everywhere! Gemini App, AI Studio, Search AI Mode, etc.

Paul Couvert

37,220 görüntüleme • 10 ay önce