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oprjcfg
LocalLLaMA
1tww8wf
oprfj2b
1
graphicaldot
1,780,599,393
Is it possible to write production code in Bash? It is also very good at writing python and React
-2
true
https://www.reddit.com/r/LocalLLaMA/comments/1tww8wf/we_are_already_working_for_ai/oprjcfg/
1,789,195,032
batch-priority-2026-summer
oprjesb
LocalLLaMA
1tww8wf
1tww8wf
0
Toastti
1,780,599,411
Show me a moderately complex apps binary that an LLM with the Ghidea MCP has been able to completely decompile and recreate the entire source code too with a single prompt and without someone using coding knowledge. In the right hands you can do something like this. But saying it requires no effort is nonsense. You a...
3
false
https://www.reddit.com/r/LocalLLaMA/comments/1tww8wf/we_are_already_working_for_ai/oprjesb/
1,789,195,032
batch-priority-2026-summer
opro4wp
LocalLLaMA
1tww8wf
oprjesb
1
complexminded
1,780,600,705
Everyone is an experienced coder now with Qwen by their side! /s. The reality is that most non-programmers will claim success or good code if their project builds/runs in a very limited environment. The reality is very far from that. So it doesn't surprise me that non-programmers claim the code/implementations you g...
2
false
https://www.reddit.com/r/LocalLLaMA/comments/1tww8wf/we_are_already_working_for_ai/opro4wp/
1,789,195,032
batch-priority-2026-summer
ops071i
LocalLLaMA
1tww8wf
1tww8wf
0
ortegaalfredo
1,780,604,034
This is like those videos that shock you at the end with a dead face but instead of gore its an AD. Interesting conept though. They can decompile small binaries but I don't think it can tackle a big one, like a complete firmware. Even the ghidra decompiler makes many mistakes on its own. Add a LLM and its terrible.
4
false
https://www.reddit.com/r/LocalLLaMA/comments/1tww8wf/we_are_already_working_for_ai/ops071i/
1,789,195,032
batch-priority-2026-summer
ops8fw5
LocalLLaMA
1tww8wf
oprjcfg
2
[deleted]
1,780,606,351
[removed]
2
false
https://www.reddit.com/r/LocalLLaMA/comments/1tww8wf/we_are_already_working_for_ai/ops8fw5/
1,789,195,032
batch-priority-2026-summer
opsjm89
LocalLLaMA
1tww8wf
1tww8wf
0
Due-Function-4877
1,780,609,646
"LLM agents can take a compiled binary, decompile it, and rebuild the source code on their own." Nope. 🙂‍↔️
3
false
https://www.reddit.com/r/LocalLLaMA/comments/1tww8wf/we_are_already_working_for_ai/opsjm89/
1,789,195,032
batch-priority-2026-summer
opslil7
LocalLLaMA
1tww8wf
ops8fw5
3
ttkciar
1,780,610,229
Yep, this. Anyone who's worked with servers running Linux in a production environment should know how much Bash is involved with *just everything.*
2
false
https://www.reddit.com/r/LocalLLaMA/comments/1tww8wf/we_are_already_working_for_ai/opslil7/
1,789,195,032
batch-priority-2026-summer
opst9a6
LocalLLaMA
1tww8wf
1tww8wf
0
UniqueIdentifier00
1,780,612,742
Man, you had me going there aaaaalll the way until the end before hitting me with the shill. 8/10
1
false
https://www.reddit.com/r/LocalLLaMA/comments/1tww8wf/we_are_already_working_for_ai/opst9a6/
1,789,195,032
batch-priority-2026-summer
optfsau
LocalLLaMA
1tww8wf
1tww8wf
0
a_beautiful_rhind
1,780,620,651
Everyone here? Really? This is local.
2
false
https://www.reddit.com/r/LocalLLaMA/comments/1tww8wf/we_are_already_working_for_ai/optfsau/
1,789,195,032
batch-priority-2026-summer
opsbrbi
LocalLLaMA
1tx0e1w
1tx0e1w
0
dryadofelysium
1,780,607,312
Update to v0.30.5 which added the required fixes for llama.cpp support and then you should be able to pull gemma4:12b-it-q4_K_M etc. as of an hour ago
6
null
/r/LocalLLaMA/comments/1tx0e1w/comment/opsbrbi/
1,789,195,038
batch-priority-2026-summer
opsci5f
LocalLLaMA
1tx0prp
1tx0prp
0
AutoModerator
1,780,607,529
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
false
/r/LocalLLaMA/comments/1tx0prp/built_a_modular_edgenative_ai_core_using_sqlite/opsci5f/
1,789,195,038
batch-priority-2026-summer
opsp41y
LocalLLaMA
1tx2dho
1tx2dho
0
AutoModerator
1,780,611,370
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
null
null
1,789,195,038
batch-priority-2026-summer
opsrftj
LocalLLaMA
1tx2h53
1tx2h53
0
Witty_Mycologist_995
1,780,612,130
Thing I’d do differently is not advertise this on a subreddit filled with people who actually know what they are doing. And also not spam and repost it in the same subreddit.
2
null
null
1,789,195,038
batch-priority-2026-summer
opssnbk
LocalLLaMA
1tx2v1t
1tx2v1t
0
AutoModerator
1,780,612,537
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
false
/r/LocalLLaMA/comments/1tx2v1t/qwen3635ba3b_moe_vs_qwen3627b_dense_is_dense/opssnbk/
1,789,195,039
batch-priority-2026-summer
opsvktq
LocalLLaMA
1tx39p1
1tx39p1
0
AutoModerator
1,780,613,526
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
null
/r/LocalLLaMA/comments/1tx39p1/i_benchmarked_4_ways_to_give_an_ai_agent_longterm/opsvktq/
1,789,195,039
batch-priority-2026-summer
opsz0z4
LocalLLaMA
1tx3q7w
1tx3q7w
0
AutoModerator
1,780,614,699
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
null
/r/LocalLLaMA/comments/1tx3q7w/synthid_can_be_removed/opsz0z4/
1,789,195,038
batch-priority-2026-summer
opt4jb1
LocalLLaMA
1tx4go2
1tx4go2
0
AutoModerator
1,780,616,619
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post I am a bot, and this action was performed automa...
1
null
/r/LocalLLaMA/comments/1tx4go2/comment/opt4jb1/
1,789,195,039
batch-priority-2026-summer
opttwfu
LocalLLaMA
1tx7twy
1tx7twy
0
AutoModerator
1,780,625,679
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
false
/r/LocalLLaMA/comments/1tx7twy/how_do_you_guys_handle_incremental_updates_to_a/opttwfu/
1,789,195,039
batch-priority-2026-summer
optx0x3
LocalLLaMA
1tx87uh
1tx87uh
0
Zolty
1,780,626,818
I bolted on a simple local model to an Ultima Online local shard to get some decent banter out of the normally very scripted NPCs. I even got them talking to one another and going on errands. I am trying to see how many stardew valley elements I can add to a 30 year old game before it starts to say no. Right now they ...
26
true
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/optx0x3/
1,789,195,041
batch-priority-2026-summer
opu6mpj
LocalLLaMA
1tx87uh
1tx87uh
0
Hydroskeletal
1,780,630,461
let me know when they start donning bone armor and dropping ebolts on people by the Trinsic gate
6
false
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opu6mpj/
1,789,195,041
batch-priority-2026-summer
opu7i5l
LocalLLaMA
1tx87uh
opu6mpj
1
Zolty
1,780,630,815
lol will do.
1
true
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opu7i5l/
1,789,195,041
batch-priority-2026-summer
opughxw
LocalLLaMA
1tx87uh
1tx87uh
0
Zaev
1,780,634,640
I've always thought that a super-light specialized LLM could be amazing for NPCs in a procgen sandbox sorta game, so it's pretty cool to see how it could potentially be implemented
18
false
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opughxw/
1,789,195,041
batch-priority-2026-summer
opuhs0t
LocalLLaMA
1tx87uh
opughxw
1
Zolty
1,780,635,213
I've found surface level interactions to be quite easy to add in. I did wire up an interface so claude can operate a GM character so I plan on playing with that a bit more. That could easily lead to wacky hijinks. I totally agree on the super light LLM running interaction, the key to people using it is fast response...
6
true
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opuhs0t/
1,789,195,041
batch-priority-2026-summer
opuki4n
LocalLLaMA
1tx87uh
1tx87uh
0
fantasticsid
1,780,636,453
Interesting idea, but clearly not interesting enough to write your own words in the blog post. The slop accretes.
-5
false
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opuki4n/
1,789,195,041
batch-priority-2026-summer
opuln6y
LocalLLaMA
1tx87uh
1tx87uh
0
WhopperitoJr
1,780,636,986
Nice work, I have a product with a similar function out as a plugin for Unreal Engine called [Personica AI.](https://swamprabbitlabs.com/personica/) It was surprising how well small local models hold up once you get a good data framework together for them to reference.
5
false
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opuln6y/
1,789,195,041
batch-priority-2026-summer
opv3wpk
LocalLLaMA
1tx87uh
1tx87uh
0
Mindless_Selection34
1,780,646,032
show us a video!
2
false
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opv3wpk/
1,789,195,041
batch-priority-2026-summer
opv6e3n
LocalLLaMA
1tx87uh
opughxw
1
iz-Moff
1,780,647,348
I doubt that it will be any time soon. Small models will frequently produce incoherent dialogue, while a large model is so expensive to train that even the biggest game companies can't really afford it. They can maybe license and fine-tune an existing open-weights model, but then you have an issue with system require...
3
false
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opv6e3n/
1,789,195,041
batch-priority-2026-summer
opvysqi
LocalLLaMA
1tx87uh
opv6e3n
2
AlwaysLateToThaParty
1,780,660,555
Just put a requirement of 96GB of VRAM for your game. One RTX 6000 pro, or 3x 5090 Pros. Then different models could be used for different contexts. Simples.
6
false
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opvysqi/
1,789,195,041
batch-priority-2026-summer
opx6crj
LocalLLaMA
1tx87uh
opvysqi
3
ThePixelHunter
1,780,673,611
Genius! It'll become a collector's piece, like buying a WinRar CD.
1
false
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opx6crj/
1,789,195,041
batch-priority-2026-summer
opyokoc
LocalLLaMA
1tx87uh
opv6e3n
2
pb-cups
1,780,688,404
Well maybe it’s possible to integrate a very light llm with traditional tracery style text gen and dialogue trees in a way that gives the traditional approach more flexibility to respond to the player.
1
false
https://www.reddit.com/r/LocalLLaMA/comments/1tx87uh/how_llmdriven_npcs_work_in_ultima_online_servuo/opyokoc/
1,789,195,041
batch-priority-2026-summer
opty4s7
LocalLLaMA
1tx8ay8
1tx8ay8
0
Borkato
1,780,627,222
Why do you want to limit what people can do with it?
2
null
/r/LocalLLaMA/comments/1tx8ay8/source_tracking_read_discription/opty4s7/
1,789,195,038
batch-priority-2026-summer
optyx3i
LocalLLaMA
1tx8ay8
opty4s7
1
RefrigeratorCalm9701
1,780,627,509
Sorry for any confusion! The license isn't about controlling what people do with it. It's mostly a liability thing. Requiring permission for commercial use just means I have some accountability over how it's used, so I'm not implicated if someone does something illegal or unethical with it.
0
null
/r/LocalLLaMA/comments/1tx8ay8/source_tracking_read_discription/optyx3i/
1,789,195,038
batch-priority-2026-summer
optz1h9
LocalLLaMA
1tx8ay8
optyx3i
2
Borkato
1,780,627,554
Making it fully OSS would make you liable?
3
null
/r/LocalLLaMA/comments/1tx8ay8/source_tracking_read_discription/optz1h9/
1,789,195,038
batch-priority-2026-summer
optzjg9
LocalLLaMA
1tx8ay8
optz1h9
3
RefrigeratorCalm9701
1,780,627,737
Not necessarily, but a permissive license means zero visibility into how it's being used commercially. Requiring permission doesn't make me liable. It just means I can decline if someone wants to use it for something harmful. Fully OSS means I have no say at all once it's out there.
-1
null
/r/LocalLLaMA/comments/1tx8ay8/source_tracking_read_discription/optzjg9/
1,789,195,038
batch-priority-2026-summer
opubi78
LocalLLaMA
1tx8ay8
optyx3i
2
AresThyGod
1,780,632,467
Can you not just make a basic TOS and also make terms that say that you are not liable for what is generated. I might still be confused by what is being asked but I know a lot of ai image generation companies completely give ownership/liability to user so that they can not be held for generating illegal content.
1
null
/r/LocalLLaMA/comments/1tx8ay8/source_tracking_read_discription/opubi78/
1,789,195,038
batch-priority-2026-summer
opui7w6
LocalLLaMA
1tx8ay8
1tx8ay8
0
MathmoKiwi
1,780,635,412
There are plenty of open source licensing options you can choose which are *"not for commercial use"*
1
null
/r/LocalLLaMA/comments/1tx8ay8/source_tracking_read_discription/opui7w6/
1,789,195,038
batch-priority-2026-summer
optzziq
LocalLLaMA
1tx8cur
1tx8cur
0
Borkato
1,780,627,895
And it works for big models?
2
null
/r/LocalLLaMA/comments/1tx8cur/provekv_honest_36_lossless_vs_f32_18x_vs_fp16/optzziq/
1,789,195,038
batch-priority-2026-summer
opu2qbw
LocalLLaMA
1tx8cur
optzziq
1
DiscipleofDeceit666
1,780,628,924
This looks like it’s just a proof of concept. The point is things are going to get faster and smaller real soon.
3
null
/r/LocalLLaMA/comments/1tx8cur/provekv_honest_36_lossless_vs_f32_18x_vs_fp16/opu2qbw/
1,789,195,038
batch-priority-2026-summer
opu3q5a
LocalLLaMA
1tx8cur
1tx8cur
0
Environmental_Form14
1,780,629,311
From what I can see this is an engineering project that uses shared cache + off-the-shelf quantization methods. I find +0.0PPL surprising since even SOTA quantization is lossy (or FibQuant is that good). Anyways, nice. Minor thought: Not really familiar with this area but I thought cache sharing between agents was ...
1
null
/r/LocalLLaMA/comments/1tx8cur/provekv_honest_36_lossless_vs_f32_18x_vs_fp16/opu3q5a/
1,789,195,038
batch-priority-2026-summer
opui9zv
LocalLLaMA
1tx8cur
opu3q5a
1
RudeChocolate9217
1,780,635,439
the +0.0 PPL scale isn't from just plugging fib-quant in; it comes from the asymmetric memory hierarchy. poly-kv orchestrates fib-quant as the static cold pool while using turbo-quant for the dynamic per-agent hot shells.
1
null
/r/LocalLLaMA/comments/1tx8cur/provekv_honest_36_lossless_vs_f32_18x_vs_fp16/opui9zv/
1,789,195,038
batch-priority-2026-summer
opujqhb
LocalLLaMA
1tx8cur
opui9zv
2
Environmental_Form14
1,780,636,105
Wait, so is the +0.0PL compared to the fib-quanted version? If so, this is less interesting imo. My original comment meant that according to your results, the fib-quant compression rate (18 - 8)/ 18 (saving - # agents) / (saving), 55% percent compression results in 0.0PL diff.
1
null
/r/LocalLLaMA/comments/1tx8cur/provekv_honest_36_lossless_vs_f32_18x_vs_fp16/opujqhb/
1,789,195,038
batch-priority-2026-summer
opulrm7
LocalLLaMA
1tx8cur
opujqhb
3
RudeChocolate9217
1,780,637,044
it's a multi-stage system. that's how it achieves 0 PPL. it improves upon the standard with the compact binary wireframe for them as well instead of the standard json overhead.
1
null
/r/LocalLLaMA/comments/1tx8cur/provekv_honest_36_lossless_vs_f32_18x_vs_fp16/opulrm7/
1,789,195,038
batch-priority-2026-summer
opumane
LocalLLaMA
1tx8cur
opujqhb
3
RudeChocolate9217
1,780,637,291
and it's compared against raw uncompressed f32/fp16 baseline, not fibquant to be clear.
1
null
/r/LocalLLaMA/comments/1tx8cur/provekv_honest_36_lossless_vs_f32_18x_vs_fp16/opumane/
1,789,195,038
batch-priority-2026-summer
opunvxc
LocalLLaMA
1tx8cur
opumane
4
Environmental_Form14
1,780,638,045
Yeah, so it is cache sharing (8x compression) and fib-quant (kx compression) working in tandem that achieves the headline compression rate (8k compression). Is this wrong?
1
null
/r/LocalLLaMA/comments/1tx8cur/provekv_honest_36_lossless_vs_f32_18x_vs_fp16/opunvxc/
1,789,195,038
batch-priority-2026-summer
or7lzw6
LocalLLaMA
1tx8cur
1tx8cur
0
-dysangel-
1,781,264,662
>why the “+1” offset was removed to get honest numbers. Sounds like you need to do a lot more to get "honest numbers" from your agent..
1
null
/r/LocalLLaMA/comments/1tx8cur/provekv_honest_36_lossless_vs_f32_18x_vs_fp16/or7lzw6/
1,789,195,038
batch-priority-2026-summer
osvd629
LocalLLaMA
1tx8cur
opunvxc
5
RudeChocolate9217
1,782,007,745
no, it's poly-kv math used with fibquant for cold storage and poly-kv math + turboquant for hot shell storage. It gets 18x at fp16, not 8x. It has a control layer for moving whats relevant. It works similar to how those old HDDs with like an 8gb ssd built in worked. Good caching. it was just something I was playin...
1
null
/r/LocalLLaMA/comments/1tx8cur/provekv_honest_36_lossless_vs_f32_18x_vs_fp16/osvd629/
1,789,195,038
batch-priority-2026-summer
oputyzy
LocalLLaMA
1tx9o37
1tx9o37
0
Borkato
1,780,640,974
This is really interesting wtf
4
null
/r/LocalLLaMA/comments/1tx9o37/ethos_spin_off_of_apostate/oputyzy/
1,789,195,042
batch-priority-2026-summer
opwi247
LocalLLaMA
1tx9o37
oputyzy
1
AccountAntique9327
1,780,666,831
thanks!
3
null
/r/LocalLLaMA/comments/1tx9o37/ethos_spin_off_of_apostate/opwi247/
1,789,195,042
batch-priority-2026-summer
opwpfpt
LocalLLaMA
1tx9o37
opwi247
2
Borkato
1,780,668,961
Please post when it’s more stable with other models too! I’m excited
2
null
/r/LocalLLaMA/comments/1tx9o37/ethos_spin_off_of_apostate/opwpfpt/
1,789,195,042
batch-priority-2026-summer
opwtz7s
LocalLLaMA
1tx9o37
opwpfpt
3
AccountAntique9327
1,780,670,242
ill be sure to do that, what kind of traits do you want me to post it with? just like the base slop and sycophantic?
2
null
/r/LocalLLaMA/comments/1tx9o37/ethos_spin_off_of_apostate/opwtz7s/
1,789,195,042
batch-priority-2026-summer
opwuyrf
LocalLLaMA
1tx9o37
opwtz7s
4
Borkato
1,780,670,514
Hmmm honestly practically anything would be fun lol. Sycophantic, rude as hell, horny, hyper, cutesy, etc. I’m wondering how it affects all kinds of stuff lmao
1
null
/r/LocalLLaMA/comments/1tx9o37/ethos_spin_off_of_apostate/opwuyrf/
1,789,195,042
batch-priority-2026-summer
opwxlwm
LocalLLaMA
1tx9o37
opwuyrf
5
AccountAntique9327
1,780,671,233
i mean you can try it yourself its a little more stable now, still working out some problems but
2
null
/r/LocalLLaMA/comments/1tx9o37/ethos_spin_off_of_apostate/opwxlwm/
1,789,195,042
batch-priority-2026-summer
opxxf14
LocalLLaMA
1tx9o37
opwxlwm
6
Borkato
1,780,680,815
Oh yay! Will try it :D I thought it was like SUPER experimental
1
null
/r/LocalLLaMA/comments/1tx9o37/ethos_spin_off_of_apostate/opxxf14/
1,789,195,042
batch-priority-2026-summer
opuaz42
LocalLLaMA
1txa43z
1txa43z
0
AutoModerator
1,780,632,246
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
null
null
1,789,195,039
batch-priority-2026-summer
opucsv2
LocalLLaMA
1txa6no
1txa6no
0
Not_your_guy_buddy42
1,780,633,017
Any sound examples or a demo video?
2
null
/r/LocalLLaMA/comments/1txa6no/magenta_realtime_2_open_local_live_music_models/opucsv2/
1,789,195,040
batch-priority-2026-summer
opud4sk
LocalLLaMA
1txa6no
opucsv2
1
Ok_Appearance3584
1,780,633,160
Yes
-2
null
/r/LocalLLaMA/comments/1txa6no/magenta_realtime_2_open_local_live_music_models/opud4sk/
1,789,195,040
batch-priority-2026-summer
opue0vt
LocalLLaMA
1txa6no
opucsv2
1
phone_radio_tv
1,780,633,544
Feature videos - [https://magenta.withgoogle.com/mrt2](https://magenta.withgoogle.com/mrt2)
3
null
/r/LocalLLaMA/comments/1txa6no/magenta_realtime_2_open_local_live_music_models/opue0vt/
1,789,195,040
batch-priority-2026-summer
opugucn
LocalLLaMA
1txa6no
1txa6no
0
pmttyji
1,780,634,792
[https://huggingface.co/google/magenta-realtime-2](https://huggingface.co/google/magenta-realtime-2)
2
null
/r/LocalLLaMA/comments/1txa6no/magenta_realtime_2_open_local_live_music_models/opugucn/
1,789,195,040
batch-priority-2026-summer
opujp7n
LocalLLaMA
1txa6no
opue0vt
2
MuDotGen
1,780,636,089
This looks really cool... but it's only on Mac?
2
null
/r/LocalLLaMA/comments/1txa6no/magenta_realtime_2_open_local_live_music_models/opujp7n/
1,789,195,040
batch-priority-2026-summer
oput8ms
LocalLLaMA
1txa6no
opujp7n
3
phone_radio_tv
1,780,640,614
Yes, It is mainly desinged to run on apple silicon laptops.
0
null
/r/LocalLLaMA/comments/1txa6no/magenta_realtime_2_open_local_live_music_models/oput8ms/
1,789,195,040
batch-priority-2026-summer
opw0fhs
LocalLLaMA
1txa6no
1txa6no
0
Foreign_Yard_8483
1,780,661,143
Post on macLocalOnly
4
null
/r/LocalLLaMA/comments/1txa6no/magenta_realtime_2_open_local_live_music_models/opw0fhs/
1,789,195,040
batch-priority-2026-summer
opul9ao
LocalLLaMA
1txbl1l
1txbl1l
0
AutoModerator
1,780,636,805
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
null
/r/LocalLLaMA/comments/1txbl1l/odd_behavior_with_tensor_split_with_dual_b70_on/opul9ao/
1,789,195,041
batch-priority-2026-summer
opuo7r4
LocalLLaMA
1txc0j1
1txc0j1
0
AutoModerator
1,780,638,201
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post I am a bot, and this action was performed automa...
1
null
/r/LocalLLaMA/comments/1txc0j1/comment/opuo7r4/
1,789,195,042
batch-priority-2026-summer
opuudin
LocalLLaMA
1txcwd5
1txcwd5
0
Altruistic_Heat_9531
1,780,641,177
![img](ow5au53fse5h1)
1
null
/r/LocalLLaMA/comments/1txcwd5/deleted_by_user/opuudin/
1,789,195,040
batch-priority-2026-summer
opv57vc
LocalLLaMA
1txeidy
1txeidy
0
AutoModerator
1,780,646,722
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
null
null
1,789,195,039
batch-priority-2026-summer
opv7kcu
LocalLLaMA
1txeuy4
1txeuy4
0
AutoModerator
1,780,647,982
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
null
/r/LocalLLaMA/comments/1txeuy4/entroly_local_context_compression_engine_for_ai/opv7kcu/
1,789,195,043
batch-priority-2026-summer
opv9819
LocalLLaMA
1txeyvg
1txeyvg
0
No-Refrigerator-1672
1,780,648,877
I struggle to see anything impossible here. 35B MoE is pretty cheap to run. It is pretty fast too. All numbers here are reasonable.
11
null
/r/LocalLLaMA/comments/1txeyvg/comment/opv9819/
1,789,195,041
batch-priority-2026-summer
opv9g7r
LocalLLaMA
1txeyvg
1txeyvg
0
AdamantiumStomach
1,780,648,997
What is exactly "possible"? Time-to-first-token is a prefil speed, and it is compute-bound, so it scales linearly with the amount of data needed to be processed and raw power. More FLOPS, faster prefil, smaller model, faster prefil. Or maybe I misunderstood something?
10
null
/r/LocalLLaMA/comments/1txeyvg/comment/opv9g7r/
1,789,195,041
batch-priority-2026-summer
opvahxz
LocalLLaMA
1txeyvg
1txeyvg
0
NoFaithlessness951
1,780,649,550
I get 50tps on my laptop it's really not that hard to run
2
null
/r/LocalLLaMA/comments/1txeyvg/comment/opvahxz/
1,789,195,041
batch-priority-2026-summer
opvd5r2
LocalLLaMA
1txeyvg
1txeyvg
0
[deleted]
1,780,650,967
[deleted]
9
null
/r/LocalLLaMA/comments/1txeyvg/comment/opvd5r2/
1,789,195,058
batch-priority-2026-summer
opven91
LocalLLaMA
1txeyvg
1txeyvg
0
hurdurdur7
1,780,651,742
Well the input could be cheaper...
1
null
/r/LocalLLaMA/comments/1txeyvg/comment/opven91/
1,789,195,048
batch-priority-2026-summer
opvfan9
LocalLLaMA
1txeyvg
opven91
1
No-Refrigerator-1672
1,780,652,080
Based on the "voice agents" in the screenshot, I assume they also run STT before the model, i.e. Qwen3 ASR. It adds a bit of cost. As well as allocate plenty of persistent KV cache to you to keep the latency low.
1
null
/r/LocalLLaMA/comments/1txeyvg/comment/opvfan9/
1,789,195,041
batch-priority-2026-summer
opvj3lt
LocalLLaMA
1txeyvg
opvd5r2
1
inphaser
1,780,653,965
this
2
null
/r/LocalLLaMA/comments/1txeyvg/comment/opvj3lt/
1,789,195,041
batch-priority-2026-summer
opw4l3s
LocalLLaMA
1txeyvg
1txeyvg
0
q-admin007
1,780,662,579
Hey Qwen, buy an ad.
1
null
/r/LocalLLaMA/comments/1txeyvg/comment/opw4l3s/
1,789,195,041
batch-priority-2026-summer
opxytcy
LocalLLaMA
1txeyvg
1txeyvg
0
ttkciar
1,780,681,188
Violates Rule Four: Self-promotion
1
null
/r/LocalLLaMA/comments/1txeyvg/comment/opxytcy/
1,789,195,041
batch-priority-2026-summer
opviy1u
LocalLLaMA
1txgkzl
1txgkzl
0
AutoModerator
1,780,653,889
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
null
/r/LocalLLaMA/comments/1txgkzl/locally_ai_joins_lm_studio/opviy1u/
1,789,195,049
batch-priority-2026-summer
opvjyn8
LocalLLaMA
1txgq9w
1txgq9w
0
AutoModerator
1,780,654,374
Hello! Your post was removed as you do not have sufficient karma on r/LocalLLaMa. We are doing this in response to the large volume of spam we are unfortunately experiencing. Please participate in the sub (through comments), gain the minimum of 5 karma and then re-post *I am a bot, and this action was performed automa...
1
null
null
1,789,195,042
batch-priority-2026-summer
opvqkzm
LocalLLaMA
1txhk6y
1txhk6y
0
jacek2023
1,780,657,322
Can you code with it?
10
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvqkzm/
1,789,195,043
batch-priority-2026-summer
opvqmzk
LocalLLaMA
1txhk6y
1txhk6y
0
[deleted]
1,780,657,345
[removed]
-1
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvqmzk/
1,789,195,043
batch-priority-2026-summer
opvsqcu
LocalLLaMA
1txhk6y
1txhk6y
0
Sufficient-Bid3874
1,780,658,212
Qwen3 1.7B as the data generator is roughhhh Why such a small model?
11
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvsqcu/
1,789,195,043
batch-priority-2026-summer
opvsyc8
LocalLLaMA
1txhk6y
opvsqcu
1
Dangerous_Try3619
1,780,658,302
It haves a good reasoning and it can run on basically every modern hardware
-6
true
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvsyc8/
1,789,195,043
batch-priority-2026-summer
opvsydw
LocalLLaMA
1txhk6y
1txhk6y
0
LagOps91
1,780,658,303
impressive that reasoning works at all at that size. i like the concise answers.
1
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvsydw/
1,789,195,043
batch-priority-2026-summer
opvt27u
LocalLLaMA
1txhk6y
opvqkzm
1
LagOps91
1,780,658,346
would be kind of crazy if we could get some actual coding ability at that size.
20
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvt27u/
1,789,195,043
batch-priority-2026-summer
opvt9lp
LocalLLaMA
1txhk6y
1txhk6y
0
CooperDK
1,780,658,428
Lol 50M parameters can learn this, butt not for anything useful. I am training a danbooru prompt generator, and it requires at least 300M params due to the complexity. And it doesn't even need to learn a language
15
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvt9lp/
1,789,195,043
batch-priority-2026-summer
opvtk3q
LocalLLaMA
1txhk6y
opvt27u
2
Similar-Republic149
1,780,658,546
!remindme in 5 years
38
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvtk3q/
1,789,195,043
batch-priority-2026-summer
opvtlii
LocalLLaMA
1txhk6y
opvt9lp
1
Dangerous_Try3619
1,780,658,562
Yeah our 50M params model are only research and proof-of-concept, but we are working at Supra-0.1B and Supra-0.3B
9
true
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvtlii/
1,789,195,043
batch-priority-2026-summer
opvtn3p
LocalLLaMA
1txhk6y
opvtk3q
3
RemindMeBot
1,780,658,580
I will be messaging you in 5 years on [**2031-06-05 11:22:26 UTC**](http://www.wolframalpha.com/input/?i=2031-06-05%2011:22:26%20UTC%20To%20Local%20Time) to remind you of [**this link**](https://www.reddit.com/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvtk3q/?context=3) [**16 OTHERS ...
5
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvtn3p/
1,789,195,043
batch-priority-2026-summer
opvu48a
LocalLLaMA
1txhk6y
opvsyc8
2
-TV-Stand-
1,780,658,772
But for data generation you want as good of a model you can get your hands on.
10
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvu48a/
1,789,195,043
batch-priority-2026-summer
opvuogo
LocalLLaMA
1txhk6y
opvu48a
3
Eyelbee
1,780,658,994
I think this entire project is vibecoded and due to the training data cutoff they didn't know about qwen 3.5 series edit: nevermind, I was talking out of my ass
3
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvuogo/
1,789,195,043
batch-priority-2026-summer
opvur70
LocalLLaMA
1txhk6y
1txhk6y
0
-TV-Stand-
1,780,659,024
Seems like a fun project to copy
0
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvur70/
1,789,195,043
batch-priority-2026-summer
opvvcu6
LocalLLaMA
1txhk6y
opvuogo
4
Dangerous_Try3619
1,780,659,262
you said something like "You trained a model using Python 3.11, so you clearly didn't know that Python 3.12 existed."
6
true
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvvcu6/
1,789,195,043
batch-priority-2026-summer
opvvgia
LocalLLaMA
1txhk6y
1txhk6y
0
[deleted]
1,780,659,302
[removed]
7
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvvgia/
1,789,195,043
batch-priority-2026-summer
opvvotz
LocalLLaMA
1txhk6y
opvu48a
3
Similar-Republic149
1,780,659,392
Not necessarily. Huggingface released a paper for their cosmos dataset that showed that increasing model size didnt help performance much.
3
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvvotz/
1,789,195,043
batch-priority-2026-summer
opvvvs2
LocalLLaMA
1txhk6y
opvvgia
1
Dangerous_Try3619
1,780,659,467
Thanks! The reasoning takes PPL from wikitext but you "gain" some % in CoT benchmarks
2
true
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvvvs2/
1,789,195,043
batch-priority-2026-summer
opvxtis
LocalLLaMA
1txhk6y
opvvcu6
5
AndThenFlashlights
1,780,660,200
vibe coder says what
-2
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvxtis/
1,789,195,052
batch-priority-2026-summer
opvylpo
LocalLLaMA
1txhk6y
opvvotz
4
-TV-Stand-
1,780,660,483
The best model isn't necessarily the biggest. But it surely is not under 2B model
0
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvylpo/
1,789,195,052
batch-priority-2026-summer
opvza07
LocalLLaMA
1txhk6y
opvylpo
5
Dangerous_Try3619
1,780,660,730
You can look at the data, it is good. we chose a 1.7B model because other bigger models were complicating the reasoning, a 50M model will not learn a complicated reasoning
7
true
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opvza07/
1,789,195,052
batch-priority-2026-summer
opw1icl
LocalLLaMA
1txhk6y
opvu48a
3
LagOps91
1,780,661,522
Not sure if that is true for reasoning. Larger models reason differently than small models, so you might get poor performance and/or looping.
8
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opw1icl/
1,789,195,043
batch-priority-2026-summer
opw7b88
LocalLLaMA
1txhk6y
opvsyc8
2
syzygyhack
1,780,663,498
You will notice a good capability jump at 4B and diminishing returns beyond. 1.7B is a little undercooked.
4
false
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opw7b88/
1,789,195,043
batch-priority-2026-summer
opw8mc6
LocalLLaMA
1txhk6y
opw7b88
3
Dangerous_Try3619
1,780,663,924
Thanks! We will try it
1
true
/r/LocalLLaMA/comments/1txhk6y/new_model_supralabs_just_released_a_new_model/opw8mc6/
1,789,195,043
batch-priority-2026-summer