Gemma 4 E4B (4-bit) completed a full repo audit... by executing Bash code and tool calls locally. Runs on just 6GB RAM.show more

Gemma 4 E4B was able to search and cite... 10+ websites, execute code to find the best answer! 🔥 You only need 6GB RAM to try this in Unsloth Studio. GitHub repo:show more

Gemma 4 looks at a parking lot. Decides what... to ask. Calls SAM 3.1. "Segment all vehicles." 64 found. "Now just the white ones." 23 found. One model reasoning and orchestrating. One model executing. Both running locally on a MacBook. MLX. No cloud. No API.show more

Qwen3.5-4B searched 20+ websites, cited its sources, and found... the best answer! 🔥 Try this locally with just 4GB RAM via Unsloth Studio. The 4B model did this by executing tool calls + web search directly during its thinking trace.show more

GOOGLE'S GEMMA 4 12B RUNS AT 21 TOKENS PER... SECOND ON A BUDGET RTX 4060 LOCALLY AND THE BENCHMARKS SHOULD NOT BE THIS GOOD FOR A 6.6GB FILE. 77.5% on MATH Olympiad, 78.8% on expert science, 72% on real code. No API. No cloud. No subscription.show more

Gemma 4 is now on Cloudflare Workers AI. Vision,... tool calling, reasoning and a 256k context window… Here’s a simple TanStack + Workers AI compliments app. 4 compliments because it’s Gemma 4.show more

Gemma 3n can run locally on 2gb ram devices.... Let that sink in. Holy moly, and its multimodal.show more

Unsloth Studio now installs in just one line of... code! 💚 Available on macOS, Windows and Linux. You can also run @NVIDIA's new model Nemotron 3 4B locally on just 4GB RAM.show more

Liquid's LFM2.5-8B-A1B smashed OpenAI's gpt-oss-20b on tool calling We... ran both locally on a MacBook Pro M5 Max, 64GB, and gave each the same trip-planning request that only completes if the model fires all 7 tool calls - weather for 3 cities, two currency conversions, an email and a reminder Outputs: LFM2.5-8B-A1B: 4.8 GB RAM usage, 7/7 tool-calls, 266 tok/s, 6.9s OpenAI gpt-oss-20b: 11 GB RAM usage, 3/7 tool-calls, 146 tok/s, 15.0s The 8B used less than half the RAM and still fired all 7 calls, while the 20B silently dropped more than half of its own. It also ran ~2x faster, wrapping the full agentic request in 6.9s against 15s. That's what 38T training tokens buy: a 1B-active MoE that nails the agentic tool calls a model 2.5x its active size keeps droppingshow more

Gemma 4 just dropped. I had it captioning video... in real-time within an hour. Running locally on a MacBook. No cloud. No API. Real-time scene understanding. Oh and SAM3 is segmenting every object in the same frame. Same laptop.show more

Gemma 4 analyzes the video. Generates key questions. Calls... Falcon Perception. "Find all the people." 156 found. "Detect only white cars." 8 found. A 26B model is running agentic multi-QA vision orchestration. The models are running locally on a MacBook with MLX. No API.show more

SMRITI MANDHANA MISSED THE HUNDRED BY JUST 4 RUNS. 💔

Meet Gemma 3n, a model that runs on as... little as 2GB of RAM 🤯 It shares the same architecture as Gemini Nano, and is engineered for incredible performance. We added audio understanding, so now it’s multimodal, fast and lean, and runs on-device (no cloud connection required!)show more

WE COMPLETED 4 HOURS ON AEW

🛡 Vital Block 🛡️ Security Has Completed The Smart... Contract Security Audit For #TOKENSALE 🛡 All High Vulnerabilities Detected had been Full Fixed See Full Audit Report Below ⤵️ 📝 Review Full Audit Report On VBS- GITHUB GitHub: 📝 Review Full Audit Report On VBS- GITLAB 🦊 GitLab: ⚖️ Always "DYOR" 🛡 #Smartcontracts #Audit #Tokensale #security #BlockchainSecurity #ETHshow more

Tried Gemma 4 ran locally on my iPhone today... I thought it'd be useful in case the apocalypse happens and I need to ask it for survival tips Like how to make a fire 🔥 I guess I'll freeze to death instead 🫠show more

Gemma 4 sees a kid and three dogs. Decides... what matters. Calls SAM 3.1 Mask and bounding box. Spotlight on subjects. Background blur. Background pixelation. Four effects. Fully agentic. Two models talking to each other on a MacBook. No App. No cloud. What would you edit?show more

Someone just built a desktop app that that generates... 3D models from images and runs 100% locally. It's called Modly. It runs entirely on your GPU, no cloud, no API bills. Just drop an image and get a 3D mesh. 100% Open Source.show more

Marcus Semien is simmering. He's 4-for-5 with 3 RBI... and 4 runs on the day.show more

Google’s Gemma 4 E2B running on-device on iPhone 17... Pro Gemma 4 is built from the same research as Gemini 3, has image understanding capabilities and can reason if needed Running at ~40tk/s with MLX optimized for Apple Siliconshow more

Mission impossible completed in 4 hours by bloody civilians. #Battagram