Qwen2.5-Dyanka-7B-Preview-v0.2

Buckle up buttercups, because you've just stumbled upon Qwen2.5-Dyanka-7B-Preview-v0.2! 🎉

Forget those boring, benchmark-bragging models. We're here for the vibes, the chuckles, and maybe, just maybe, some slightly improved coding skills. This ain't your grandma's language model (unless your grandma is secretly a coding ninja who loves obscure webcomics).

What IS this thing?

Well, it's the v0.2 evolution of the already-kinda-sorta-famous Qwen2.5-Dyanka-7B-Preview. Think of it like leveling up your favorite video game character, but instead of swords and shields, we're wielding... checks notes ... slightly tweaked weights? Yeah, something like that.

Under the Hood (aka, the boring but necessary bits)

This model is like a Frankenstein's monster of awesome (but in a good way!). We've taken some seriously cool parts from these brainy base models and mashed them together using the mystical arts of mergekit and mememerge:

• The Brains:

  • prithivMLmods/QwQ-MathOct-7B: For when you need to solve math problems that would make your calculator cry. (Probably not actually good at math, but hey, vibes!)
  • pe-nlp/R1-Qwen2.5-7B-Instruct: Because instructions are important, even if we sometimes ignore them. Think of this as the "listens politely (sometimes)" part of the model.
  • prithivMLmods/Viper-Coder-HybridMini-v1.3: Ah, the coder of the bunch! Hopefully, this is where the "increased coding capabilities (probably)" comes from. Fingers crossed! 🤞
  • lkoenig/BBAI_230_Xiaqwen: Adds some... uh... je ne sais quoi? Maybe wisdom? Maybe just more data. Who knows! It's in there!
  • Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview: The OG Dyanka! We couldn't forget where we came from, could we? This is like the ancestor spirit guiding the new version.

• Tools of the Trade:

  • library_name: transformers: Because we're not reinventing the wheel here. Transformers are cool. They're like the Swiss Army Knives of language models.
  • tags: mergekit, merge, goofy_ahh_model, mememerge: These are like hashtags for models. "mergekit" and "merge" tell you how it was made. "mememerge"... well, that's just fun to say. And "goofy_ahh_model"? Yeah, that pretty much sums it up.

Why Dyanka?

Excellent question! And the answer is... drumroll please ... DYANKA IS A CHARACTER FROM FSCORE!

(Pause for dramatic effect and maybe a Google search for "FScore" if you're not in the know)

Yeah, FSCore. It's a thing. And apparently, Dyanka is the creator's favorite character. So, naturally, they decided to immortalize him as a language model. Because why not? It's their model, they can name it after their pet hamster if they want. But Dyanka is way cooler than a hamster. Probably. We haven't met the hamster.

Coding Capabilities Increased (Probably™)

We threw in some code-y bits, so maybe, just maybe, this version is a little better at spitting out code. Don't expect it to write the next Linux kernel or anything, but it might surprise you! Or it might not. Hey, no promises! That's the beauty of "probably." It's like a box of chocolates, you never know what you're gonna get... except instead of chocolates, it's code. And sometimes the code is slightly melted.

No Benchmarks? NO PROBLEM!

Look, benchmarks are for squares. We're all about the experience here. We're about the journey, not the destination. Okay, fine, maybe benchmarks are useful. But who has time for that when you can be naming models after your favorite webcomic characters? Benchmarks might come later. Maybe. But for now, let's just appreciate the sheer audacity of a model named Dyanka!

So, what are you waiting for?

Go ahead, give Qwen2.5-Dyanka-7B-Preview-v0.2 a spin! See what kind of goofy ahh things it can do! Just don't blame us if it starts quoting FSCore or asking you about Dyanka's backstory. We warned you, it's a character model. Embrace the weirdness! Have fun! And remember, it's all in good goofy ahh fun! 😜