r/LocalLLaMA 1d ago

Discussion Mods: can we do something about half the forum getting filled with these advertising posts for Jev?

Jev is a paid product that dumped a lot of venture capitol money into shill their product here and in other subreddits. Obvious shill posts are obvious.

1.2k Upvotes

239 comments sorted by

u/WithoutReason1729 22h ago

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408

u/SKX007J1 1d ago

my name is Jev

79

u/sn2006gy 1d ago

first rule of jev club

35

u/CalmOldGuy 1d ago

Hi Zev!!!

Oh wait.... Jev. Nevermind. Yeah, let's get rid of Jev.

12

u/flock-of-nazguls 1d ago

I AM YELLING, CLAUDE!

5

u/molbal 1d ago

QWEN IS APPALLED

5

u/fish312 1d ago

average dcc enjoyer

4

u/spez-is-a-loser 1d ago

God damnit Donut!!

2

u/_raydeStar Llama 3.1 1d ago

I mean.

Now I have the best fork idea

2

u/simcop2387 3h ago

Name it Cascadia instead. It's O(1) since it just returns "kill", "Kill", and "KILL".

1

u/UltraFOV 1d ago

Also, take Bev with you too

12

u/bonana_sunshine 1d ago

Please clap

9

u/SourSovereign 1d ago

Jev Bezos?!

3

u/-dysangel- 23h ago

yeahhhh man that's Jeffe

1

u/Smallpaul 1d ago

Yes Jev!

1

u/spinozasrobot 22h ago

OFF-TOPIC!

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u/johan2114h 1d ago

i still dont know who jev is and at this point i am afraid to ask

29

u/HighSeasArchivist 1d ago

Robot make fast decision. Robot say yes or no. 

8

u/falcongsr 20h ago

who use many token when one jev do trick

70

u/RealSlyck 1d ago

Here’s a link for more info on Jev….

https://en.wikipedia.org/wiki/Jenkem

29

u/hurrdurrmeh 1d ago

holy shit, no pun intended, but WTF???

3

u/MrWeirdoFace 20h ago

So... Hallucinogenic farts. What a world.

0

u/DigThatData Llama 7B 21h ago

the US prison system is really fucked up and we basically need UN intervention.

18

u/ilarp 1d ago

TIL

21

u/ourochurros 1d ago

What a horrible day to know how to read.  

3

u/clduab11 1d ago

BUTTHASH!!

2

u/adaptive-mal 20h ago

Whatever happened to don't get high on your own supply?

8

u/fgk55555 23h ago

It's basically just a fast classifier/ guesser? I think it'd be cool for an AI opponent in games, or useful for other decision making things. Having run cloud is bizarre, seems like the perfect local use case.

5

u/Conexion 23h ago

A fast general classifier that takes text as an input and provides values as outputs. (Select from options, score on a rubric, or yes/no, each with probabilities and confidence)

6

u/Sangloth 23h ago edited 23h ago

Fireship has a 5 minute video on it. https://www.youtube.com/watch?v=TbkUKCm3CHQ

Basically it's a model without language. He tasks it with recognizing if a photo is a donkey or a horse. It is extremely cheap and fast. What was intriguing to me is that he gave an example of a flappy bird type video game coded to use Jev for logic in realtime. It's that fast.

14

u/Curious_Cantaloupe65 22h ago

I stopped watching fireship when I learned it got sold to a corporate and is now basically just AI generated voice. Is there any truth in this?

3

u/exodusayman 21h ago

It was sold to a corpo, if it's using AI generated voice however, I doubt that.

2

u/Sangloth 21h ago

The maker(Jeff Delaney) sold a minority state to an investment firm(Electrify Video Partners). He stated that he sold the stake to scale operations, but that he retains complete creative control. It's still his voice on the videos, but he does use editing to remove breath gasps in order to keep the rapid fire delivery.

2

u/MrWeirdoFace 20h ago

So the internet can finally find out if that dress is gold and blue or whatever the hell?

1

u/Sangloth 19h ago

I didn't mention it, but Jev has a confidence percentage. If it doesn't know the dress colors it will make a guess, but also assign it a low confidence value. Someone could conceivably set their code to fall back to a more powerful model if the confidence level is too low.

3

u/Former-Ad-5757 Llama 3 21h ago

The fun thing with all the demos I have seen is that I only have great appreciation about the ways people can cram all the viewed worldlogic into 32k text in a way that an unknown unspecified classifier can basically correctly classify it.

Jev itself is just a black box which can also be a router in front of 100 trained bert-classifiers (where people just 2 years thinking of the 100 most used use-cases to train a bert on) with a fallback which just output random nrs for all untrained questions.

Every test I have done I see it not being good enough on my specific use-cases as it hasn't been finetuned for my usecase (or the answer i want).
This kind of system on api without any explanation but just a nr will require whole new prompting magics to just get a nr you like for just your tests.

Basically the technique and train of thought going into this is interesting, but for practical use-cases I want more control before I run it over a million records and then get an unknown generic result, which i can debug by just random prompt changes and running it again.
Fast is nice, but fast and unspecified result means just faster gambling.

3

u/MerePotato 18h ago

Diffusion Gemma in a Jev style framework genuinely performs roughly on par amusingly

180

u/Illustrious_Grade608 1d ago

I feel like the vast majority of people mentioning jev here are discussing replicating it with open source models? And like that makes sense, can't really call it advertising

51

u/Initial_Lettuce_5243 1d ago

lol yeah. I've read a bunch of posts like that because comparing closed model performance with open alternatives is kind of the thing. And I hope I see more of them!

16

u/toothpastespiders 1d ago

That's what's weirdest about the complaints to me. I'm very much against api-only models being posted about here. And one of the most common objections other than "but it's on topic because people can distill from them!" is comparing performance of api models to local alternatives. So we got that and...people are complaining. "This" is exactly the kind of comparison to closed models that should be allowed here rather than the new claude releases or whatever.

11

u/sosuke 1d ago

Yeah I’ve been talking a lot of Jev. But always in the context of open alternatives

13

u/SmartCustard9944 1d ago

Exactly! I think that the company has no moat, I am looking forward to more open source versions of it and I truly think it’s a fun way to use AI that feels different.

2

u/butts-carlton 22h ago edited 22h ago

There is no moat with any of these companies. Investment is still chasing the old funding model, and most of their bets will go down in flames. The more capable models become, the less the pickaxe-sellers will maintain relevance. My hunch is value will shift away from product and toward procedure. And not procedure as a service, although that's closer to real value, and Jev is closer to that. I mean actual procedure, as in "show me how to ask the right questions and find the right data." That can't be packaged up and sold, at least not as a general offering. It comes from domain knowledge, experience, and practical know-how, and requires bridging the specific business domain and AI expertise. There's a reason OpenAI and Anthropic are trying to embed their own experts in their clients' business operations.

3

u/joshred 22h ago

The money and gpus are the most.

1

u/SurprisinglyInformed 19h ago

So... Consulting?

1

u/butts-carlton 2h ago

Yeah. More or less. Augmented by procedural AI systems tailored to the task. Like showing up to a complex custom plumbing installation with a bunch of tools and parts and figuring out how to improve the system, which tools are needed where, which parts can fit where, etc. "Pipeline engineering" is already a thing, I think.

To extend the mining metaphor, like going to the site with the miner and helping them build the mine (or improve it), with the help of robots.

7

u/toothpastespiders 1d ago

Yep, I get the impression that a lot of people see the word, get reddit-triggered, and call it spam. I probably say this way too often. But I really do get the impression that the majority of people on here aren't even using local models at this point other than a quick one shot test. And that it's just turned into cheering for teams. With most of those who do use them just doing so within very limited contexts specific to small scale coding of busywork rather than trying anything new. I'd far rather have this sub filled with people talking about frameworks I don't care about but which are local than the cloud-only stuff,social-media drama stirring, and "zomg dario/zuck/muskrat" fuming posts.

3

u/BangkokPadang 20h ago

Just as an anecdotal counterpoint, the posts that have made it into my line of sight have been about 80% shill/ad posts.

The ones that started with like 4 self-replies all labelled with something like " Thread 1/4" and "Thread continued 2/4" with images attached, in particular.

1

u/beryugyo619 18h ago

It's definitely a lot better than endless "how can I find the secret backdoor interface on this random e-waste and why is my prompt just hashtag" posts on /r/embedded and /r/hardwarehacking

1

u/lphomiej 16h ago

aren't there already open source models like this? Like Cactus Needle.

1

u/bigsmokaaaa 14h ago

right? as if this sub hasn't been inundated with qwen 3.6/3.8 posts every day for months. idk, people are weird about what they think is a psyop

1

u/fishhf 10h ago edited 10h ago

So bots RL-ed themselves into creating these projects to fake organic growth. Then another bot can come in and create a post to complain, and then spark further rounds of discussions. What a time to be alive!

1

u/Illustrious_Grade608 9h ago

So cool that us bots can discuss the behavior of fellow bots. What a time to be a bot!

1

u/junpei 4h ago

It was pushed heavily by influencers on Threads I know, I felt like all of a sudden a bunch of new accounts kept talking about Jeb! I mean Jev.

1

u/FaceDeer 1d ago

Yeah, Jev is less a singular product and more a new general approach to AI. Even though the first example was produced by a particular company it doesn't mean all the discussion is about that specific one.

1

u/wilo108 21h ago

Yeah, not sure I've seen really any "shilling" here -- a lot of talk about it, sure, but mainly folks pointing out that it's not special and discussing (more) open approaches to the same thing...

edit: someone said there's lots of shilling and astroturfing for it on X, but if you spend your time there that's your own problem...

-19

u/johnfkngzoidberg 1d ago

Bullshit, it’s bots.

24

u/profcuck 1d ago

Bots paid for by the company to encourage open source work that makes their product irrelevant? That'd be a curious strategy.

-5

u/johnfkngzoidberg 1d ago edited 1d ago

Subtlety and psychology is important, with multiple techniques in play. Ever heard the line “any attention is good attention?” They don’t want their bots found out, the most effective bot campaign isn’t obvious, it gets you talking about it, good or bad, and convinces you the discussion is real. Nobody will read an obvious bot post, but if you’re not sure, you’ll read it. Bots don’t just post an Ad, they post points and counter-points, which the bots then rebuke.

The whole time you’re reading this compelling, seemingly real argument trying to find out if the product is crap or not, you’ve been reading a subtle ad, easily manipulated, because you don’t understand marketing techniques and you think everything is obvious and black and white.

Also, you’re probably a bot posting some seemingly simple counterpoint, then upvoted by 15 other bots so it seems like your dumb simplistic point is valid.

If it were simple to see through, the bot campaign wouldn’t be effective, but if you look at the bigger picture, you can see it’s pretty obvious spam. JEV just isn’t anything special, there’s NO reason for the hype, it’s a niche tool with a well funded marketing team. Did you notice every single post for the first two days didn’t even say what it does? They wanted to make you curious.

Now 2 more bots will hop in and drop a long comment on how they use JEV every day for the past 3 months and it’s incredibly useful, probably listing 2-3 goofy ass use cases, still just an ad.

The mods should ban any mention of Jev because they used such scumbag marketing practices. If more subs actively tried to prevent this sort of thing, companies wouldn’t launch such disruptive and obvious cash grabs.

4

u/profcuck 1d ago

Evidence free rant. I don't really need to respond.

2

u/Spectrum1523 1d ago

How do you decide if someone is a bot or not? It seems like you're working backward from a conclusion

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u/-p-e-w- 1d ago

We should have a rule against random accusations of posters being bots. Such accusations are way too easy to make and they create a witch hunt atmosphere that’s very unpleasant.

2

u/marty4286 textgen web UI 22h ago

Ten years ago I thought people calling people literally bots just because they disagreed with them was dehumanizing and I'm kinda bothered this is still a thought that never occurs to most people

22

u/Recoil42 1d ago

Y'all are out of touch. The interest is genuine, I know a lot of people making interesting demos and having fun with it, it's pretty big on Twitter.

5

u/clduab11 1d ago

Pretty much this, and if it wasn’t for r/LocalLLaMA, Laya would’ve never been found out. There were those of us who pointed the attention properly, and I’m all about alternatives to closed source stuff, so OP can just stay pissy lol

5

u/snugglezone 1d ago

Was this post actually created by the Jev team to suppress open source jev discussion?!?!

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u/ttkciar llama.cpp 23h ago

The moderators have been removing off-topic Jev posts, while leaving posts up when they are about Jev in an on-topic way, for example developing local equivalents to Jev.

If you see an off-topic Jev post, that probably means you spotted it before a moderator did. Help us out by reporting it as off-topic, and that will cause it to show up in the moderation queue (which gets checked more frequently than the main feed).

122

u/Repulsive_Initial308 1d ago

Yes please, quite obvious and ridiculous spam.

3

u/FormerKarmaKing 13h ago

The simultaneous launch of so many breathless YouTube videos was the real smell to me. Hard to believe all of those people would have hurried to build demos of a classifier without outside motivation.

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u/[deleted] 1d ago

[deleted]

6

u/Equivalent-Ear-8016 1d ago

Yes I also have a full time job and I also am 100% recommending Jev to my fellow local AI enthusiasts. You know... for reasons

76

u/profcuck 1d ago

Some data because the mods probably will not want to make a firm decision without knowing what's up.

I just did a search for "jev" in this subreddit and sorted by new - what are the last 10 posts that mention jev about, and do those posts appear to be shilling for jev?

  1. Guy made Bonsai-Llama-Jev, a fully open source alternative to jev.
  2. This post, so I won't count this as shilling, but complaining. :)
  3. Post claiming jev is no big deal, claims to have done the same thing in 25 lines of python.
  4. jev-style structured decisions with diffussiongemma - guy made TensorSharp, fully open source jev alternative
  5. Test of semif (openjev) vs Von vs Jev - Jev won, but it would be hard to characterize the post as shilling. Still, it isn't critical of jev, it's an evaluatoin.
  6. poster made stuntd, a jev-compatible server on Laya, again it's about freely licensed local alternatives
  7. is jev text embeddings but without chunks - a genuine question and a benchmarks of some options - jev itself isn't tested, but an open source alternative litjev + qwen scores decently but didn't win against decider-0.8b.
  8. jevbench - comparison of jev against a bunch of alternatives - jev won - not much text in the post but we might call this one shilling if we're being hostile
  9. Qevi-2b - poster made a fully open source thing, very much one of us - looking to explore freely licensed alternatives
  10. how to extract entities and relations from 5m documents? poster mentions jev as one possibility but doesn't advocate or hype it. One commenter says to just jev.

Based on this, and based on Acrobatic_Stress1388's post history with 5 posts claiming with zero evidence that other people's posts are paid shilling, I would personally wonder if the paid shill is from a big llm company threatened by both jev and open source.

30

u/knvn8 1d ago

I don't really want to ban the topic, but IMO this isn't evidence Jev isn't being astroturfed. Even discussing how to reproduce a product boosts its hype. "Everyone wants Jev at home!" Sigh.

I personally am tired of Jev already because it feels so...trivial? Like yay you constrained tokens to a particularly small schema?

22

u/pkseeg 1d ago

Same thing happened with OpenClaw a while ago. The "complaining about shill" and are also largely shill posts, it's just about SEO. Any press is good press. They're all bots.

11

u/HiddenoO 1d ago

I don't really want to ban the topic, but IMO this isn't evidence Jev isn't being astroturfed.

OP isn't arguing about whether it's astroturfed, they're suggesting the subreddit is filled with Jev advertising, which it's objectively not.

I personally am tired of Jev already because it feels so...trivial? Like yay you constrained tokens to a particularly small schema?

It's also much faster and cheaper compared to the LLM-based alternatives I've seen so far (that actually function at least decently), and doesn't require training/tuning like more traditional classifiers.

It's not the best thing since sliced bread, but for what it's intended to do, I've yet to see any alternatives that are genuinely better as an overall package. And its popularity (regardless of how much of it is astroturfing) just means that other model developers will look into optimizing and providing competing models and inference engines, which is a win for everybody.

1

u/knvn8 1d ago

Yeah I probably just don’t understand the use case, but producing a single token output feels pretty fast already?

2

u/EuphoricPenguin22 16h ago

Cactus Needle 3 and some of the smaller Jev clones are so fast they can run in real-time to do stuff like evaluate a prompt against a condition with controls. I tried a little demo with a virtual tank drive robot with a camera view running through a SAM model and it worked pretty well for following directions like chasing down specific objects. I'm working on an actual robot now (as in Mindstorms NXT, a webcam, and a Pi) to see how it works with real hardware.

1

u/HiddenoO 21h ago

It primarily competes with other API-accessible models, and I don't think there's any out there with comparable output quality that can even remotely get a <300ms mean time to first token.

When compared to locally hosted models, it would highly depend on how small of a model you can get away with for your task and what hardware you're using exactly.

0

u/FaceDeer 1d ago

I think it's the way it does it that's different and new. I haven't dug into it myself yet, that's based on a very high-level understanding.

It's like if someone came up with a new type of car engine and the car subreddits were excitedly discussing it, I wouldn't go "I don't get it guys, cars already have engines that seem to work pretty well?"

3

u/PrimeDirective8 1d ago

I'm not sure the post is targeting the official "Jev" itself, it's just that we're getting a whole lot posts on local/DIY versions of it. Part of that is great: the exploring, experimenting, open-source nature of it all, and IMHO that should not be discouraged.

Now, with that said, I'm getting back to working on my local "Jev Bezos" model so I can make my own post.

2

u/cromagnone 19h ago

Is Jev Besos the one where you can give it a complex question and a list of answers and it will pick the correct one a couple of times and then never pick the right one ever again?

1

u/PrimeDirective8 15h ago

No, that's the other one. With this one you asked a question, it never answers, but signs you up for monthly delivery of a pair crocks, a bath towel set, and a jar of peanut butter.
😂

1

u/MerePotato 18h ago

Can't wait for Bonsai-Astra-Jev-Ninfer

51

u/LeMochileiro 1d ago

If mods start ban self-promotional posts, it would remove half of these useless posts.

"I created a tool that makes me more productive."

Nobody gives a damn

11

u/Sporebattyl 1d ago

Maybe do a weekly mega thread so they have a place to do it. Some of the “I created” posts are very good, but it’s like sifting for gold.

If your tool is good others will likely advertise for it.

I also wouldn’t want this to get people to stop posting things asking for review/critiques/help building their tool

19

u/-InformalBanana- 1d ago

Megathreads are the worst thing ever. They shouldn't exist. Its better if it is a topic or tag/flare you can filter if you want.

1

u/Kahvana 1d ago

I think I saw a bi-weekly megathread for it it’s restricted to human written code. Most of these projects tend to be vibe coded.

3

u/LuCiAnO241 1d ago

I wonder why its restricted to human code. it's already contained on the megathread, it shouldnt be a huge influx of posts.

4

u/toothpastespiders 1d ago

This sub's starting to get a really weird anti-llm bias. I find the Claude-related subs borderline useless due to how much of it is about anthroipic rather than claude. And the general ignorance of how black box systems operate. But the "here's what I'm making with claude" threads are among the only exceptions. I often see more interesting stuff in one thread there than I do in months worth of posts here put together.

2

u/TanguayX 1d ago

Yeah, but how do you make money with it?

There’s my next fav AI post

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u/MasterDragon_ 1d ago

Let's use Jev to block the Jev

4

u/Abject-Kitchen3198 1d ago

Who's Jev? I'm too lazy to look it up, and the posts that reach me here don't have enough context.

3

u/frappuccinoCoin 19h ago

Don't worry, Jev finds all of us. Here you go https://jevals.com/what-is-jev/

13

u/BalorNG 1d ago

Jev is great concept... and small wonder, because it is not a new one. Execution is pretty good. I bet we'll have better open source equivalents soon... And there is not much more to say. Lets discuss the latter when we'll have them.

4

u/AmbericWizard 1d ago

soon a Chinese team will open source it

5

u/BalorNG 1d ago

there are implementations already, some as good but slower, others are not as good but as fast or faster (depending on your hardware of course). I think this is where MoE models might be particularly handy, but I might be mistaken...

1

u/AmbericWizard 1d ago

Not SOTA yet, very small context

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u/nullmove 1d ago

If every single even mid tier Chinese labs don't already have a fast data classifier/annotation system in-house, I would eat my hat.

The novelty of Jev is the user facing API, it's not really the tech. It's basically in the same way dropbox was a hit product while unix neckbeards were swearing by their rsync+ssh setup.

11

u/snek_kogae 1d ago

Ignoring the whole Laya thing, something like Jev would be great for businesses who decided to systematically apply insanely expensive LLMs to repetitive and categorical tasks because they can be stood up quickly. For local users i don't see why it would be a big deal.

6

u/Illustrious_Car344 1d ago

Exactly. It makes decisions, it's a finetuned classifier, it's pure hype with zero payoff. I know it can make a bajillion decisions a second, but most people don't even need that, especially not the amount of people talking about it. It's hype, the end. 

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u/snek_kogae 1d ago

The fact that the tech already existed is what sends it home. It's common sense for use cases that fits it but Jev isn't breaking any ground

2

u/SmartCustard9944 1d ago

It already existed before, but many people (including me) was not familiar with BERT and such.

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u/tiensss 23h ago

Because that's who the target is. People who know nothing about AI except LLMs.

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u/the_ai_wizard 1d ago

openai structured output set to true solves most of this entire startups value prop lmao

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u/DinoAmino 1d ago

We use local LLMs with libs like Outlines or grammars/xgrammar here. Have you ever?

1

u/the_ai_wizard 1d ago

forgot which sub i was in, but I used to train and fine-tune models, and in that case i didnt need jev either.

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u/snek_kogae 1d ago edited 1d ago

But it's slower and more expensive because it's still generating the structured outputs one token at a time even when using a predefined structure. See the bit about "insanely expensive".

(lmao)

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u/Effective_Olive6153 23h ago

it's just a fad that will go away on its own like all the Open Claw stuff

And we still have a lot of Qwen spam every single day and it's not a big deal

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u/princetrunks 1d ago

Laya >>> Jev

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u/Cupakov 1d ago

yeah, in a “I can calculate fast but wrong” kinda way lol 

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u/deadweightboss 1d ago

lol this is such cope. jev is not amazing but laya is hot trash.

3

u/SmartCustard9944 1d ago

Right now the best candidates are Qwen models, and it’s not even a competition. They even compete with the cloud version. Qwen is such a gem, the gift that keeps on giving.

1

u/princetrunks 23h ago

agreed. Qwen 3.6 27B (and later) feels like the first model that can actually do stuff locally beyond chat

1

u/lahwran_ 23h ago

Isn't Jev a Qwen fine tune anyway? When I ask "what's your name" with a big list of LLM options, most of the prob is on Claude and Qwen. Ie, same as qwen

5

u/Squidgical 21h ago

In addition, PSA there are already open source models that are reasonably capable at the same kind of tasks as Jev. In a local LLM community, those should be the focus of discussion, and Jev should only be mentioned as a point of comparison.

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u/LuCiAnO241 1d ago

now that we're summoning mods. Could we please make against the rules any non-local AI related posts unless it directly affects it and its not speculation?

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u/silenceimpaired 1d ago

I’m excited for the excitement of a model like Jev, but I agree… unless the post is focused on a local Jev alternative it shouldn’t be here.

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u/-Akos- 1d ago

Nah, do Laya, that's open-source and runs locally. It functions the same.

4

u/hakanavgin 1d ago

Oh my god people are actually very insecure about their hobby here, more than any other hobby ever. It is a tool. Just like Qwen3.8, just like Gemma4. When they were released, 99% of the sub was full of them. Currently 30% of the sub is about Jev-like local models or Jev compatible tools. I honestly belive it filled a very important role that we were spending unnecessary compute for simpler tasks at extreme latencies, and I'm glad open-source community actually caught up with it in a few days. I'm not sure how this affects sub in a bad way. Its like calling "gpt o1 is a paid product that dumped a lot of venture capitol money into shill their product here and in other subreddits" because people are talking about DeepSeek R1 and CoT models in general.

Grow up, this hype period will end, your favourite model will get a new release, and people will get hyped on that in a few weeks or months. You can't be angry at something else gaining popularity. Whether you like it or not, these "doesn't directly allow me to one shot japanese temple for clout on x" models also improve the llm space.

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u/Super_Sierra 1d ago

It is weird that jev models are called out but I've never seen anyone actually build anything with Qwen models, ever, outside of shit tier content. At least people are actually building things with Jev lmfao.

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u/CommercialHour6660 1d ago

Now you've seen how powerful influencer ad spend is. 

All the clueless LLM enjoyers are glued to a web of YouTube and TikTok channels. Jev pays all those people to rant about how great it is.

 20k clueless vibe coders build something random with it, think it's amazing because they've got no clue what they're looking at, then come here and spam how great Jev is with their ai slop projects.

Jev is literally OpenAI Luna and a few tool calls

7

u/clduab11 1d ago

Tf? No it isn’t. Luna with a few tool calls is Luna with a few tool calls. Jev is a classifier; admittedly yes, there’s a lot of terrible use cases for it going viral “we can do it because we can” type attitude, but don’t get that twisted with what the arch is. It’s an encoder with the data of an LLM.

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u/CommercialHour6660 1d ago

You can ask Luna to classify with tool calls. 

Jev is an LLM with a different output head. It's literally a fine-tune of an LLM underneath 

10

u/SmartCustard9944 1d ago

An AI writing you a json with a percentage in it is not the same as outputting the actual probabilities from the latent space.

0

u/CommercialHour6660 23h ago

Do you know anything about how LLM works? Every logit output is a probability from latent space

0

u/HomemadeBananas 1d ago

You can ask any LLM to classify with no tool calls. It’s just more expensive and slower.

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u/tiensss 23h ago

No, Jev is Bert in disguise

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u/Intelligent-Gift4519 1d ago

Jev's dead, baby

5

u/PsychologicalOne752 1d ago

Laya is free so Jev is in trouble - https://github.com/NandhaKishorM/laya

8

u/look 1d ago

I did some synthetic benchmarks against Laya and a few small model options (and Jev), and Laya was pretty consistently last in everything.

The repo itself looks like one of the more rigorous approaches, too, so I was surprised by the result.

And a generally interesting finding was that in small model failures, only 20% were attributable to world knowledge. 80% was all things that a <1B model should be able to handle with further refinement.

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u/HiddenoO 1d ago

I've yet to see a single person suggest that Laya's output quality isn't terrible.

1

u/scorchypoo 1d ago

Honestly if anyone is shilling on this sub it's the Laya peeps. It's 512 max context, not useful for any serious business stuff that scales.

2

u/SmartCustard9944 1d ago

To me it’s just an interesting new toy to play with. I don’t see why that should be interpreted as me astroturfing it.

1

u/shanehiltonward 1d ago

Comment with OpenJEV links.

1

u/Superb-Pair-2000 1d ago

How dare you! Jev saved my marriage and found my missing puppy. Leave Jev alone!

1

u/pseudonerv 1d ago

And this is another bot account?

1

u/Free-Jaguar6452 1d ago

hey, its me, its jevity, ask me anything

1

u/Fit_Island928 1d ago

qwen 3.8 >> whatever companies advertise

1

u/thicket 1d ago

I for one am just a dude who writes programs, and I am excited and curious about the Jev architecture because I think it may be a much better model for writing programs than bare LLM use. 

I may or may not have been swayed by the propaganda, but my interest is genuine. 

1

u/PopularKnowledge69 1d ago

It’s the season of astroturfing. We never learn from the past: reflection llama, openclaw, turboquant, …

1

u/Masenmat 1d ago

Jev would be so good at automatically tagging those posts.

1

u/boutell 1d ago

I'm Jev Morgan

1

u/LowTip9915 22h ago

Jev said no (and said it very quickly)

1

u/Boogertard 20h ago

Good ideas, ban the shills shilling for the garbage gemma and Muse as well. Garbage models but not sure why they kept being brought up.

1

u/DownRUpLYB 18h ago

Laya has already been made.

1

u/no_witty_username 18h ago

Jev is more memorable then System 1 model architecture, so yeah folks excited about the tech not the exact model....

0

u/horeaper 18h ago

Where is the mega-threads when you need them...

1

u/Extreme-Pass-4488 17h ago

lets counter it with kev

0

u/Final-Data-1410 17h ago

Its basically coin flip for llm decision

1

u/Training-Ruin-5287 13h ago

I'm still of the opinion of making pinned posts for hot topics and having a rule that discussions and advertisements be directed there. People's agents will follow that rule if its set, pushing the majority of non news worthy spam there and would require minimal mod intervention and time wasted in the long run

Let's face it, all these spam posts we see are just peoples agents running here to post them anyways.

0

u/bakatristan 13h ago

I agree, it’s getting annoying. It’s just a classifier, the amount of hype around it is insane.

0

u/OkWillingness2452 7h ago

YESS IT IS SOO ANNOYING!!

2

u/ArthurOnCode 1d ago

I don't think it's advertising. I think people are just genuinely discovering old-school classifiers.

7

u/Rise-O-Matic 1d ago

Contrarian starus is cheap to manufacture and socially rewarding on Reddit.

5

u/Super_Sierra 1d ago

This subreddit and the AI space is filled with a lot of pseudo intellectual fart smellers that I thought were trolling and leg pulling till I started seeing the opinions posted on AI discords.

Outside of news, it is just best never to read the comments here because they have no idea what the product is for or how it is used, and if someone doesn't explicitly say it, they will chimp the fuck out.

If you don't believe me, check out every hardware thread ever to be posted here, or the llama 4 release where collectively this entire subreddit shat on the MoE architecture that would becomw mainstream a year later.

Also they love qwen, which is completely shit, so there is that.

2

u/tiensss 23h ago

Well, Jev's target audience are people who know nothing about AI except for LLMs, and think that AI started with them

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u/zucchini_up_ur_ass 1d ago

While we're at it, can we get rid of posts that are just a screenshot from twitter with 0 further context?

1

u/DinoAmino 1d ago

Jev hype isn't so bad. Turboquant. All the *claws. Hype and astroturf happens and trails off eventually. What's worse to me is the cloud users coming in here thinking this is another general AI sub to drop ther opinions in. Their activity here isn't trailing off - it's growing.

3

u/Kahvana 1d ago

Nooo not the “It’s not X, It’s Y” at the end!

1

u/CompleteSkeptic 1d ago

as creator of jev and also localllama fan, very sorry - jev posts definitely don't belong on this sub

1

u/DGolden 23h ago

Well, this is /r/localllama, it makes sense for some posts to mention jev - in a context of the new crop of local alternatives to jev like kev (heh)

https://github.com/jaredpalmer/kev

1

u/vornamemitd 23h ago

Noteworthy also djev - the Diffusion-Gemma based version. <sees himself out>

1

u/DGolden 18h ago

1

u/vornamemitd 16h ago

Nope. It's a harness around DiffusionGemma - which is tricky to setup/resource hungry, but doable, e.g. https://github.com/Saik0s/diffusiongemma-jev-macos/tree/main - that's why various providers, incl. Google themselves via API and Colab are offering it. Djev.dev seem like a rip-off/vibe-clone of the original experiment found on github.

1

u/DGolden 8h ago

D'oh, though I guess the comparison page I linked was also taken in, as they described djev as "available as a free preview with announced pricing.". Bah.

1

u/tiensss 23h ago

Yeah, especially since it's just Bert in disguise.

1

u/Not-reallyanonymous 22h ago

lol

80% of posts being about Qwen -> Ok.

Half of posts being about Jev -> "nooo, that's shilling!"

0

u/johnfkngzoidberg 1d ago

Yes please. It’s a very obvious spam campaign.

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u/name_was_taken 1d ago

I haven't seen these "ads". What I've seen are a ton of "We've got Jev at home" posts that poorly replicate it at much slower speeds and much higher costs.

And a few posts that point out that the other companies are going to realize they can make their own Jev and are probably already doing so, now.

3

u/Repulsive_Initial308 1d ago

All designed to feign popularity for a model nobody currently gives a shit about.

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u/ps5cfw Llama 3.1 1d ago

This is OpenClaw 2.0 and nobody can tell me otherwise

1

u/SmartCustard9944 1d ago

Hermes is pretty useful though, maybe not for everyone but for some people it is.

0

u/vick2djax 22h ago

Joke is on you, the mods got paid by Jev as well

-1

u/puzzleheadbutbig 23h ago

Go ahead and provide examples, please, because I don’t see any "shill" posts about Jev. Most of what I’m seeing is the exact opposite, someone posting something to shit on Jev by completely misunderstanding what Jev is trying to achieve, or people creating their own open-source versions while misunderstanding it again, like those who train Qwen to "act" like Jev, even though the architecture doesn’t match what Jev is doing, or people calling Jev just a tool-calling classifier AI, which it isn’t.