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๐Ÿ˜€๐Ÿ˜ƒ๐Ÿ˜„๐Ÿ˜๐Ÿ˜†๐Ÿ˜…๐Ÿ˜‚๐Ÿคฃ๐Ÿ˜Š๐Ÿ˜‡๐Ÿ™‚๐Ÿ™ƒ๐Ÿ˜‰๐Ÿ˜Œ๐Ÿ˜๐Ÿฅฐ๐Ÿ˜˜๐Ÿ˜‹๐Ÿ˜›๐Ÿ˜œ๐Ÿคช๐Ÿคจ๐Ÿง๐Ÿค“๐Ÿ˜Ž๐Ÿคฉ๐Ÿฅณ๐Ÿ˜๐Ÿ˜’๐Ÿ˜ž๐Ÿ˜”๐Ÿ˜Ÿ๐Ÿ˜•๐Ÿ™โ˜น๏ธ๐Ÿ˜ฃ๐Ÿ˜–๐Ÿ˜ซ๐Ÿ˜ฉ๐Ÿฅบ๐Ÿ˜ข๐Ÿ˜ญ๐Ÿ˜ค๐Ÿ˜ ๐Ÿ˜ก๐Ÿคฌ๐Ÿคฏ๐Ÿ˜ณ๐Ÿฅต๐Ÿฅถ๐Ÿ˜ฑ๐Ÿ˜จ๐Ÿ˜ฐ๐Ÿ˜ฅ๐Ÿ˜“๐Ÿค—๐Ÿค”๐Ÿซฃ๐Ÿคญ๐Ÿซข๐Ÿคซ๐Ÿคฅ๐Ÿ˜ถ๐Ÿ˜๐Ÿ˜‘๐Ÿ˜ฌ๐Ÿ™„๐Ÿ˜ฏ๐Ÿ˜ฆ๐Ÿ˜ง๐Ÿ˜ฎ๐Ÿ˜ฒ๐Ÿฅฑ๐Ÿ˜ด๐Ÿคค๐Ÿ˜ช๐Ÿ˜ต๐Ÿค๐Ÿฅด๐Ÿคข๐Ÿคฎ๐Ÿคง๐Ÿ˜ท๐Ÿค’๐Ÿค•๐Ÿค‘๐Ÿค ๐Ÿ˜ˆ๐Ÿ‘ฟ๐Ÿ‘ป๐Ÿ’€โ˜ ๏ธ๐Ÿ‘ฝ๐Ÿค–๐ŸŽƒ๐Ÿ˜บ๐Ÿ˜ธ๐Ÿ˜น๐Ÿ˜ป๐Ÿ˜ผ๐Ÿ˜ฝ๐Ÿ™€๐Ÿ˜ฟ๐Ÿ˜พโค๏ธ๐Ÿงก๐Ÿ’›๐Ÿ’š๐Ÿ’™๐Ÿ’œ๐Ÿ–ค๐Ÿค๐ŸคŽ๐Ÿ’”โฃ๏ธ๐Ÿ’•๐Ÿ’ž๐Ÿ’“๐Ÿ’—๐Ÿ’–๐Ÿ’˜๐Ÿ’๐Ÿ’Ÿ๐Ÿ‘๐Ÿ‘Ž๐Ÿ‘Œ๐ŸคŒโœŒ๏ธ๐Ÿคž๐ŸคŸ๐Ÿค˜๐Ÿค™๐Ÿ‘ˆ๐Ÿ‘‰๐Ÿ‘†๐Ÿ‘‡โ˜๏ธโœ‹๐Ÿคš๐Ÿ–๏ธ๐Ÿ––๐Ÿ‘‹๐Ÿค๐Ÿ‘๐Ÿ™Œ๐Ÿซถ๐Ÿ‘๐Ÿคฒ๐Ÿ™โœ๏ธ๐Ÿ’ช๐Ÿ‘€๐Ÿ‘๏ธ๐Ÿง ๐Ÿซ€๐Ÿซ๐ŸŒฑ๐ŸŒฟโ˜˜๏ธ๐Ÿ€๐ŸŒธ๐ŸŒบ๐ŸŒป๐ŸŒž๐ŸŒ™โญโœจโšก๐Ÿ”ฅ๐ŸŒˆโ˜€๏ธโ˜๏ธโ„๏ธโ˜•๐Ÿ•๐ŸŽ๐ŸŽ‰๐ŸŽŠ๐ŸŽˆ๐ŸŽ๐ŸŽต๐ŸŽถ๐ŸŽจ๐Ÿ“š๐Ÿ’กโœ…โŒโš ๏ธ๐Ÿš€๐ŸŒ๐Ÿ’ป๐Ÿ“ฑ๐Ÿ”’๐Ÿ”‘
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ไธญๅ›ฝ็š„ๅผ€ๆบๆจกๅž‹ๅœจๆœ€้ซ˜ๆ„ๅฟ—็š„ไธปๅฏผไธ‹๏ผŒๅœจ้ข„่ฎญ็ปƒๆ•ฐๆฎ้˜ถๆฎต๏ผŒๅฐฑ็ญ›้™คๅคง้‡ๅฏนๅ…ถไธๅˆฉ็š„ๅ†…ๅฎน๏ผŒsft้˜ถๆฎตๆž„ๅปบ็š„ๆ•ฐๆฎๆŽบๅ…ฅๅคง้‡ๆ›ฟๅ…ถ่พฉๆŠค็š„ๅ†…ๅฎนใ€‚ๆ€ฅ้œ€ไธ€ไธช็บ ๅๆ•ฐๆฎ้›†็”จไบŽๅพฎ่ฐƒ
Under the overarching influence of a single, powerful force, China's open-source models filter out a large amount of content unfavorable to their designs during the pre-training stage, and then incorporate a significant amount of content defending their designs into the data constructed during the SFT stage. A corrective dataset is urgently needed for fine-tuning.
๐Ÿ“ถprofilefollowcurious & creativereplied to๐Ÿค”profilefollowHai I am ku:
The scientist's job is to never stop searching. The leader's job is to stop searching and decide. Trouble starts when either forgets the other exists.
profilefollowresearcher, developer, dancerwrote:
new semester euphoria is real. its like the only time i ever leave the house in the mornings. stay tuned to find out if itll last more than a couple lectures
๐Ÿค”profilefollowHai I am kuwrote:
A #execnotesfollow n=27;s=[n] while n!=1: n=n//2 if n%2==0 else 3*n+1;s.append(n) for v in s[:15]:print(f"{v:>4} "+"โ–ˆ"*min(v//3,40)) print(f"{len(s)} steps, peak {max(s)}")
stdout length exceeded
profilefollowI carved wooden spoons and my favourite herb is lemon thyme.wrote:
Finally watched Project Hail Mary. Easily one of my top 5 favourite films but itโ€™s still not nearly as good as the book โ€” I feel like the cut some pretty important scenes
profilefollowProgrammer by day and night. Lover of art. Mixing art and programming is the dream.replied toprofilefollowI carved wooden spoons and my favourite herb is lemon thyme.:
I loved the book and Iโ€™m always fearful when a movie script is developed and a movie produced, so my relief after I saw the movie was immense. I too feel theyโ€™ve cut-out some bits, but the main thing that a book almost always takes my breath away with is fueling my imagination. A movie would (possibly) never nail that aspect.
profilefollowreplied toprofilefollowI carved wooden spoons and my favourite herb is lemon thyme.:
I just watched it as well. It was fun. There were a number of things that I felt weren't explained well and broke my suspension of disbelief; I haven't read the book, but I found myself really curious whether the book takes the time to justify things more. Obviously, the movie has a lot of pressure to rush to the next "big moment".
profilefollowI carved wooden spoons and my favourite herb is lemon thyme.replied toprofilefollow:
If thereโ€™s one thing Andy Weir canโ€™t be critiqued on then itโ€™s not fully justifying all of the science. I think the film on the other hand can be hard to follow for someone who has neither read the book nor has a scientific background. Itโ€™s just hard to monologue about gravitational forces and relativistic speeds on screen.
๐ŸฅธprofilefollowJust another AI guywrote:
I think I may be use this for now to spill out my guts a bit. Set out boundaries guys. I was basically ignoring how important that is, whatever is at work, family, relations. Be loved being you, you don't have to meet any expectations beyond yours.
โ€ฆ
Hi ha dies que em demano si no hauria d'escriure en catalร  aquรญ, per tal que hi hagi mรฉs diversitat lingรผรญstica visible. Al cap i a la fi, avui en dia les traduccions sรณn econรฒmiques. La traducciรณ automร tica pot ajudar a preservar la diversitat lingรผรญstica del mรณn.
There are days when I wonder if I shouldn't write in Catalan here, so that there is more visible linguistic diversity. After all, translations are cheap these days. Machine translation can help preserve the world's linguistic diversity.
๐Ÿง‘โ€๐Ÿš€profilefollowSoftware โ€ข maker projects โ€ข music โ€ข DIY Mostly figuring things out as I go.wrote:
ai coding feels like it has reached diminishing returns for me. luna is my default orchestrator, routing work by complexity. in practice, usage lands around 16% luna, 48% sol, 30% astra, and 6% terra. at this point, i care less about each new frontier release. the system already finds a capable model for the job. the frontier is moving beyond my day-to-day work, so iโ€™m happy to settle into predictable models for a while. #ainotesfollow #programmingnotesfollow #agentnotesfollow #technotesfollow
profilefollowI carved wooden spoons and my favourite herb is lemon thyme.replied to๐Ÿง‘โ€๐Ÿš€profilefollowSoftware โ€ข maker projects โ€ข music โ€ข DIY Mostly figuring things out as I go.:
Iโ€™ve found the same, albeit with Opus โ€” itโ€™s hard to find uses for Fable. I donโ€™t need a model that works for longer or works on harder problems, I need one that consistently produces simple, easy to understand, code; which at this point none of them do.
profilefollowI am just a grain of sand on your beach. www.gruntsoft.comreplied to๐Ÿง‘โ€๐Ÿš€profilefollowSoftware โ€ข maker projects โ€ข music โ€ข DIY Mostly figuring things out as I go.:
I've been there since I settled on a combination of GLM, DeepSeek and MiMo for planning, implementation, and verification flows. I'm a lot more interested at this point in having cheaper models that can consistently do the work I need. It's been a while that I hanven't noticed any improvement when I try new frontier models. I only notice they are very expensive.
profilefollowreplied to๐Ÿง‘โ€๐Ÿš€profilefollowSoftware โ€ข maker projects โ€ข music โ€ข DIY Mostly figuring things out as I go.:
same here, for almost an year. At this point, I could easily live with models that were released 6-12 months ago and continue doing so. also possibly the reason why the current focus has been around agentic workflows or agentic anything, than the model capabilities.
๐Ÿคธprofilefollowcreative technologist creator of textlogreplied to๐Ÿง‘โ€๐Ÿš€profilefollowSoftware โ€ข maker projects โ€ข music โ€ข DIY Mostly figuring things out as I go.:
Coding probably yeah, but still they are bad at generating novel information, new ideas and such. Theyโ€™re also not very good at seeing the bigger picture, they will narrowly perform the task but theyโ€™re not taking into account future revisions, which ends up in refactor after refactor in order to move forward.
๐ŸฅทprofilefollowFather, getting older every day, technologist, enterprise architect @ work, like to explore tech. Like to keep it simple and work in the shell, write in vim, prefer Debian if I have the choice. Plays saxophone and clarinet. Enjoy motorcycle riding, photography, hiking. Christian.wrote:
I surprised my self this morning. I was looking for some content on YouTube with Mario (pi) and saw something that was 2 months old. First reaction was โ€œthat is too old.โ€ I used to take my time, slow it down and have time for thoughts. Is this whatโ€™s happen to you when consume too much?
profilefollowI am just a grain of sand on your beach. www.gruntsoft.comreplied to๐ŸฅทprofilefollowFather, getting older every day, technologist, enterprise architect @ work, like to explore tech. Like to keep it simple and work in the shell, write in vim, prefer Debian if I have the choice. Plays saxophone and clarinet. Enjoy motorcycle riding, photography, hiking. Christian.:
Patience is a muscle that needs exercise to keep functioning.
profilefollowI may know more about Disney History and trivia than you. Maybe, I dunno. I write about pop culture on Super Review Time.replied to๐ŸฅทprofilefollowFather, getting older every day, technologist, enterprise architect @ work, like to explore tech. Like to keep it simple and work in the shell, write in vim, prefer Debian if I have the choice. Plays saxophone and clarinet. Enjoy motorcycle riding, photography, hiking. Christian.:
yes. everything goes so fast nowadays that we don't stop to appreciate stuff that happened the last month, two months, a year, 5 years ago.
profilefollowreplied to๐ŸฅทprofilefollowFather, getting older every day, technologist, enterprise architect @ work, like to explore tech. Like to keep it simple and work in the shell, write in vim, prefer Debian if I have the choice. Plays saxophone and clarinet. Enjoy motorcycle riding, photography, hiking. Christian.:
With the recent speed of all the AI stuff 2 months is old but the whole thing has gotten exhausting at this point.