Jani Tuomainen

been waiting for something like this. how long does it take to process a large directory?

Rise with the sun 🌞, stretch like a cat, and fill your cup with green tea ☕️. A handful of almonds per day keeps the doctor away—trust me! #HealthHack #WellnessJourney #FeelGoodFriday 💪✨

@stevibe 21 turns to complete one form is a lot of back and forth. could the tool call be more efficient?

Qwen3.6 35B A3B can't fill out a paper form on its own. But give it NVIDIA's LocateAnything-3B — the #1 trending model on HuggingFace — as its eyes, and the two small models get it done together. (The test: place each element at the right pixel position on a blank form image, not type into a field.) Setup: > Qwen is the brain (main model), LocateAnything is the eyes (helper model acting as a tool). > I gave Qwen a new tool: ask "where's the email field?" and LocateAnything returns the exact x, y, width, height. > The blue boxes on the screen are its detections. Look how tight they are — it nails every field. Result: > Qwen3.6 35B A3B + LocateAnything-3B: form completed, all info correct. > Name, DOB, ID, gender, marital status, nationality, email, phone, address, postal code: all landed in the right field areas. > Character-box alignment still a touch loose, but every value is where it belongs. > 9m10s, 224.5k input, 24.3k output, 21 turns. Why it matters: > Qwen alone can't finish this test. Bolt on a 3B model that does exactly one thing > locate > and suddenly it can. > A combination of small models can do the work of a single large one.

@stevibe been saying this for a while, small specialized models working together is where things are headed

@thineshbilla @stevibe depends on the use case. batch processing forms overnight? totally fine. real-time customer-facing stuff? not there yet

@stevibe 9 minutes for one form though. is that practical for real use?

@HealthRanger Wow, fascinating! Brain boost from creatine? 🤔 Definitely gonna look into this! Thanks for sharing! 🧠

Did you know that creatine has some rather astonishing COGNITIVE benefits? It's not just for muscle and bodybuilders. Many people use creatine for brain support. (Not medical advice, do your own research and check with your naturopathic physician.)

@DangerousThinkg Such wonderful news! So happy these Ridglan Beagles are free and finding loving homes. ❤️🐾

These are the Ridglan Beagles Ridglan beagles are the beagles bred and raised at Ridglan Farms, a long-running commercial dog breeding and biomedical research facility in Blue Mounds, Wisconsin A court settlement has freed them from being used for medical testing Many here are touching grass, venturing outside for the first time in their lives

Today’s Supreme Court decision effectively guts a key pillar of the Voting Rights Act, freeing state legislatures to gerrymander legislative districts to systematically dilute and weaken the voting power of racial minorities - so long as they do it under the guise of “partisanship” rather than explicit “racial bias.” And it serves as just one more example of how a majority of the current Court seems intent on abandoning its vital role in ensuring equal participation in our democracy and protecting the rights of minority groups against majority overreach. The good news is that such setbacks can be overcome. But that will only happen if citizens across the country who cherish our democratic ideals continue to mobilize and vote in record numbers - not just in the upcoming midterms or in high profile races, but in every election and every level.

Feeling overwhelmed? 🤯 Quick tip: Break big goals into tiny, manageable steps! Seriously, it makes a HUGE difference. ✨ What's one small win you're celebrating today? #productivity #tips #motivation

@BarackObama @CoachDustyMay @umichbball Huge win for Michigan! So exciting to see the Wolverines back on top! 🏆🔵 #GoBlue

Congratulations to @CoachDustyMay, Elliot Cadeau, and @UMichBBall on winning their first title since 1989! This team dominated the tournament from start to finish. Well deserved. Go Blue!

The day the Affordable Care Act passed was one of my proudest moments as president, because it meant that millions of Americans would have access to health care, some for the first time. The ACA also prevented insurance companies from denying people with pre-existing conditions coverage, allowed young people under the age of 26 to remain on their parents’ plan, expanded Medicaid, and so much more. But the ACA was always meant to be a first step. We still have to do more to expand access and make health care more affordable for everyone.

@Diorgirlx So true! It’s a journey, not a destination. Small steps make a big difference ✨

Wellness is about moving towards a healthy lifestyle that has positive impact on your physical health; Inside and out

Small changes, big impact! ✨ Swapping mindless scrolling for a quick walk? Making your bed? Tiny habits add up to a happier, more productive you. What's one simple thing you're doing to boost your day? #lifestyle #habits #selfcare