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op9mq76
LocalLLaMA
1tuhea4
1tuhea4
0
Borkato
1,780,380,076
Is it good
2
null
null
1,789,195,067
batch-priority-2026-summer
op9qcmc
LocalLLaMA
1tuhea4
op9mq76
1
FusionCow
1,780,381,855
it's okay at best, but what's impressive is that the model can literally do any modality in, and modality out. but the 32b is actually a 65b, and a 65b model is hefty. the 8b model (which is really a 16b), isn't worth it
8
null
null
1,789,195,067
batch-priority-2026-summer
opacylr
LocalLLaMA
1tuhea4
1tuhea4
0
AnimaInCorpore
1,780,393,474
![img](h49d5yhtbu4h1)
13
null
null
1,789,195,067
batch-priority-2026-summer
opaelat
LocalLLaMA
1tuhea4
1tuhea4
0
xlltt
1,780,394,272
total_size 129187722208 , BF16
2
null
null
1,789,195,067
batch-priority-2026-summer
opb2smu
LocalLLaMA
1tuhea4
op9qcmc
2
Borkato
1,780,403,835
Can it run on 48gb vram
1
null
null
1,789,195,067
batch-priority-2026-summer
opc2d4h
LocalLLaMA
1tuhea4
1tuhea4
0
Dany0
1,780,414,075
I'm not a Yann LeCun fanboy but I have his words stuck in my head, how can a model do anything in the real world without being able to predict the future? This model is a great test case for that
8
null
null
1,789,195,067
batch-priority-2026-summer
opcevdd
LocalLLaMA
1tuhea4
op9qcmc
2
Eyelbee
1,780,417,352
If it's better than nano banana pro I wouldn't call it okay, there haven't been an open model in that tier of image models
1
null
null
1,789,195,067
batch-priority-2026-summer
opci8w8
LocalLLaMA
1tuhea4
opcevdd
3
FusionCow
1,780,418,241
it isn't
1
null
null
1,789,195,067
batch-priority-2026-summer
opcn477
LocalLLaMA
1tuhea4
opc2d4h
1
martinerous
1,780,419,511
Yeah, I'm keeping an eye on his JEPA ideas. Also, I like the idea of an internal feedback loop, especially after reading "I'm a strange loop" by Douglas Hofstadter. We kinda simulate it through chain-of-thought, but latent-space reasoning might be much better.
4
null
null
1,789,195,067
batch-priority-2026-summer
op9n9ny
LocalLLaMA
1tuhpw2
1tuhpw2
0
ttkciar
1,780,380,340
How much of this post was LLM-generated?
1
false
/r/LocalLLaMA/comments/1tuhpw2/deleted_by_user/op9n9ny/
1,789,195,069
batch-priority-2026-summer
op9o9o5
LocalLLaMA
1tui1sl
1tui1sl
0
NigaTroubles
1,780,380,827
Whats wrong ?
-1
null
/r/LocalLLaMA/comments/1tui1sl/comment/op9o9o5/
1,789,195,069
batch-priority-2026-summer
op9ocb8
LocalLLaMA
1tui1sl
1tui1sl
0
kulchacop
1,780,380,864
It is funny, but not interesting. The image looks like it could be confused for Baklava or some of the Indian sweets.
5
null
/r/LocalLLaMA/comments/1tui1sl/comment/op9ocb8/
1,789,195,069
batch-priority-2026-summer
op9w1ah
LocalLLaMA
1tui1sl
1tui1sl
0
LinkSea8324
1,780,384,676
Indian sweets Call a Japanese an indian and you'll see his reaction.
3
null
/r/LocalLLaMA/comments/1tui1sl/comment/op9w1ah/
1,789,195,080
batch-priority-2026-summer
op9zm1p
LocalLLaMA
1tui1sl
1tui1sl
0
FatheredPuma81
1,780,386,534
American Sushi confirmed. If we could put sugar inside sugar we'd do it.
6
null
/r/LocalLLaMA/comments/1tui1sl/comment/op9zm1p/
1,789,195,069
batch-priority-2026-summer
opab5yk
LocalLLaMA
1tui1sl
op9w1ah
1
kulchacop
1,780,392,563
I am more interested in the reaction when I mistake Sushi for an Indian sweet.
4
null
/r/LocalLLaMA/comments/1tui1sl/comment/opab5yk/
1,789,195,069
batch-priority-2026-summer
opalmoo
LocalLLaMA
1tui1sl
1tui1sl
0
Ylsid
1,780,397,451
Looks handy for finding my glasses or smartphone
1
null
/r/LocalLLaMA/comments/1tui1sl/comment/opalmoo/
1,789,195,069
batch-priority-2026-summer
op9ocbi
LocalLLaMA
1tuiawf
1tuiawf
0
AutoModerator
1,780,380,864
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
https://www.reddit.com/r/LocalLLaMA/comments/1tuiawf/building_an_ai_assistant_for_a_complex_multirepo/op9ocbi/
1,789,195,068
batch-priority-2026-summer
opa561z
LocalLLaMA
1tukilx
1tukilx
0
rawdikrik
1,780,389,444
Once there's a gguf , I'll try it
8
null
/r/LocalLLaMA/comments/1tukilx/comment/opa561z/
1,789,195,075
batch-priority-2026-summer
opadgub
LocalLLaMA
1tukilx
1tukilx
0
foldl-li
1,780,393,725
Benchmark result looks boring.
5
null
/r/LocalLLaMA/comments/1tukilx/comment/opadgub/
1,789,195,101
batch-priority-2026-summer
opar1z0
LocalLLaMA
1tukilx
opadgub
1
vasileer
1,780,399,658
for me it looks awesome, considering that it has only 2.5B active params (12B/A2.5B) and with "Grouped-Query Attention [1] with only 4 KV heads, Sliding Window Attention [6] on three of every four layers, and a single Multi-Token Prediction (MTP)"
2
null
/r/LocalLLaMA/comments/1tukilx/comment/opar1z0/
1,789,195,075
batch-priority-2026-summer
opartnn
LocalLLaMA
1tukilx
1tukilx
0
kevinlch
1,780,399,956
not useful for 8gb vram poor me.
1
null
/r/LocalLLaMA/comments/1tukilx/comment/opartnn/
1,789,195,110
batch-priority-2026-summer
opax0jt
LocalLLaMA
1tukilx
opartnn
1
Jeidoz
1,780,401,861
It is MoE . I believe you can offload and fit those 2.5b active experts on VRAM and rest o RAM ?
7
null
/r/LocalLLaMA/comments/1tukilx/comment/opax0jt/
1,789,195,075
batch-priority-2026-summer
opbte4u
LocalLLaMA
1tukilx
1tukilx
0
Dany0
1,780,411,670
I proposed that I will rent a gpu instance and test it on Terminal Bench 2.0 if someone from the community publishes DeepSWE bench on this model and all I got was getting downvoted for it
1
null
/r/LocalLLaMA/comments/1tukilx/comment/opbte4u/
1,789,195,075
batch-priority-2026-summer
opejcva
LocalLLaMA
1tukilx
1tukilx
0
rawdikrik
1,780,438,191
Running full benchmark for Mellum2-12B-A2.5B-Instruct-Q4_K_M.gguf [battery] Starting 11-test battery... → [H1] JSON contract... 10/10 (143.0 t/s) judge: Perfect compact JSON. All 6 keys present with exact values. risk_score is number 0.37, contacts array correct order, reviewed is boolean false, no markdown or extra ...
5
null
/r/LocalLLaMA/comments/1tukilx/comment/opejcva/
1,789,195,075
batch-priority-2026-summer
opf3lwr
LocalLLaMA
1tukilx
1tukilx
0
uhuge
1,780,444,724
better link: https://huggingface.co/collections/JetBrains/mellum-2
1
null
/r/LocalLLaMA/comments/1tukilx/comment/opf3lwr/
1,789,195,075
batch-priority-2026-summer
opxtd3u
LocalLLaMA
1tukilx
1tukilx
0
rapasoft
1,780,679,728
https://huggingface.co/collections/JetBrains/mellum2-gguf
2
null
/r/LocalLLaMA/comments/1tukilx/comment/opxtd3u/
1,789,195,087
batch-priority-2026-summer
oq23clc
LocalLLaMA
1tukilx
opxtd3u
1
rawdikrik
1,780,735,013
Yes, you can see my benchmark in another comment
1
null
/r/LocalLLaMA/comments/1tukilx/comment/oq23clc/
1,789,195,075
batch-priority-2026-summer
oq550zm
LocalLLaMA
1tukilx
1tukilx
0
Weird_Researcher_472
1,780,773,832
Thats so weird... When i am using the model in OpenCode, it simply refuses to do any tool calls like writing to file, reading file, terminal commands and so on. I really wonder why. Is this model not made for agentic workflows? Heck even Qwen 3.5 4B does better than this 😞
2
null
/r/LocalLLaMA/comments/1tukilx/comment/oq550zm/
1,789,195,094
batch-priority-2026-summer
oq65mfh
LocalLLaMA
1tukilx
oq550zm
1
rawdikrik
1,780,785,778
as you can see, it can use tools and seems to work fine. Did you quant it down too much? Also, did you use the correct build to run it? I doesnt normally run in the normal llamacpp.
1
null
/r/LocalLLaMA/comments/1tukilx/comment/oq65mfh/
1,789,195,075
batch-priority-2026-summer
orz6gn6
LocalLLaMA
1tukilx
1tukilx
0
nexmorbus
1,781,614,623
Interesting. The benchmarks performed by other users here were kind of underwhelming, what makes this unique? Or is it really just designed to be used with the JetBrains IDE and that's where its strengths lie?
1
null
/r/LocalLLaMA/comments/1tukilx/comment/orz6gn6/
1,789,195,075
batch-priority-2026-summer
opaaxjt
LocalLLaMA
1tulqeq
1tulqeq
0
AutoModerator
1,780,392,443
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/1tulqeq/deleted_by_user/opaaxjt/
1,789,195,068
batch-priority-2026-summer
opas2sx
LocalLLaMA
1tum275
1tum275
0
xeeff
1,780,400,053
could've downloaded and tested it, that's like what, 5min?
3
null
null
1,789,195,071
batch-priority-2026-summer
opb6njl
LocalLLaMA
1tum275
1tum275
0
Uncle___Marty
1,780,405,077
MMPROJ files are vision containers for models. They dont give a speed up. MTP is multi token prediction. You should probably ask these sort of questions to an AI as they'll be able to answer you far faster and in more detail.
5
null
null
1,789,195,071
batch-priority-2026-summer
opcphes
LocalLLaMA
1tum275
1tum275
0
MaruluVR
1,780,420,128
The MMPROJ adapter just takes the image or audio and turns it into something the model can understand, yes both the base model and the mtp adapter will understand it, so having mtp will speed up the token generation for image and audio recognition tasks aswell if that is what you are asking.
2
null
null
1,789,195,071
batch-priority-2026-summer
opgtymx
LocalLLaMA
1tum275
opb6njl
1
techno156
1,780,468,886
> You should probably ask these sort of questions to an AI as they'll be able to answer you far faster and in more detail They are also prone to junk. I wouldn't really trust it for anything you don't already know, or need to be accurate. A search engine may be better in this case.
1
null
null
1,789,195,071
batch-priority-2026-summer
opadybn
LocalLLaMA
1tum6ya
1tum6ya
0
AutoModerator
1,780,393,963
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
1,789,195,068
batch-priority-2026-summer
opae3ij
LocalLLaMA
1tum7o8
1tum7o8
0
AutoModerator
1,780,394,031
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/1tum7o8/comment/opae3ij/
1,789,195,074
batch-priority-2026-summer
opbvrlp
LocalLLaMA
1tum7vr
1tum7vr
0
fmlitscometothis
1,780,412,314
💩
3
false
https://www.reddit.com/r/LocalLLaMA/comments/1tum7vr/a_workflow_for_resuming_just_one_thread_from_a/opbvrlp/
1,789,195,068
batch-priority-2026-summer
opagkfy
LocalLLaMA
1tumkum
1tumkum
0
AutoModerator
1,780,395,201
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/1tumkum/i_built_a_100_offline_ai_knowledge_base_for/opagkfy/
1,789,195,070
batch-priority-2026-summer
opai4fd
LocalLLaMA
1tumt9l
1tumt9l
0
AutoModerator
1,780,395,912
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/1tumt9l/pumkin_desktop_ai_agents_that_run_on_your_ollama/opai4fd/
1,789,195,070
batch-priority-2026-summer
opasf4i
LocalLLaMA
1tunm2v
1tunm2v
0
fasti-au
1,780,400,183
Which one? They are all very different
1
null
null
1,789,195,069
batch-priority-2026-summer
opboh7c
LocalLLaMA
1tunm2v
1tunm2v
0
BitGreen1270
1,780,410,317
I found pi actually quite convenient to use without any extensions. My setup is to run qwen3.6-27B-MTP with 128k context and a local docker container running searxng.  I start up pi and every time I start it up, I ask it to analyze the codebase to understand what's going on. I believe you can export the session befor...
5
null
null
1,789,195,069
batch-priority-2026-summer
opcpglc
LocalLLaMA
1tunpd4
1tunpd4
0
Hot-Employ-3399
1,780,420,122
For now we have ACE step for music and song making. Not as detailed as required but better than nothing as it requires practically no resources 
3
null
null
1,789,195,070
batch-priority-2026-summer
opcy3jl
LocalLLaMA
1tunpd4
1tunpd4
0
Due-Function-4877
1,780,422,362
1. No. AFAIK, there is no agent, application, or comfy workflow to automatically create patches easily. 2. RVC is the still the best for manipulating a recorded singing voice, but it's not perfect. 3. I don't know of any options for audio stemming that can separate out everything the way I would record a track in my st...
1
null
null
1,789,195,070
batch-priority-2026-summer
opcyswc
LocalLLaMA
1tunpd4
opcy3jl
1
DeltaSqueezer
1,780,422,542
Thanks for the comprehensive answer. I guess it shows the lack of investment in this area when ancient (by AI standards) RVC is still the best!
2
null
null
1,789,195,070
batch-priority-2026-summer
opg4dap
LocalLLaMA
1tunpd4
1tunpd4
0
Aaaaaaaaaeeeee
1,780,457,600
3, I had tried Spleeter and older demucs locally, they had the same quality as some online sites. Extracting a beat won't be perfect, but it's still fun for jamming. 4 I've never heard of a local model, but the sites I'd used generated too much noisy output. I've seen this: https://huggingface.co/RoyalCities/Founda...
1
null
null
1,789,195,070
batch-priority-2026-summer
opgmp6n
LocalLLaMA
1tunpd4
1tunpd4
0
Embarrassed_Soup_279
1,780,465,436
1. not exactly what you might be looking for, but iirc this has the option to convert audio into other instruments. so maybe you could copy by ear? https://huggingface.co/RoyalCities/Foundation-1 2. the only thing i can think of is RVC/Applio and forks, or "remixing" through Ace step or suno or other platforms that su...
1
null
null
1,789,195,070
batch-priority-2026-summer
opgsuja
LocalLLaMA
1tunpd4
1tunpd4
0
lemondrops9
1,780,468,349
You will need a few different tools. Acestep 1.5 is quite good. Its been while since I separated sounds. Ill have to take a look on my other PC for the name of it.
1
null
null
1,789,195,070
batch-priority-2026-summer
opax5fi
LocalLLaMA
1tuowvs
1tuowvs
0
AutoModerator
1,780,401,908
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
https://www.reddit.com/r/LocalLLaMA/comments/1tuowvs/why_you_should_never_trust_an_llms_word_and_how/opax5fi/
1,789,195,075
batch-priority-2026-summer
opax6ab
LocalLLaMA
1tuowvs
1tuowvs
0
uriwa
1,780,401,916
Original blog post: https://prompt2bot.com/blog/how-to-talk-to-llms
1
true
https://www.reddit.com/r/LocalLLaMA/comments/1tuowvs/why_you_should_never_trust_an_llms_word_and_how/opax6ab/
1,789,195,075
batch-priority-2026-summer
opbbf47
LocalLLaMA
1tuq5j1
1tuq5j1
0
HuppDaddy
1,780,406,537
I tried to post this on the subreddit but because I don’t have enough karma it didn’t let me, so I’m trying it here; How does a team of <1b models with a shared second brain perform? I’m assuming that if a large task is broken up into small enough pieces that the small models can complete these tasks and “add” them t...
0
null
/r/LocalLLaMA/comments/1tuq5j1/comment/opbbf47/
1,789,195,100
batch-priority-2026-summer
opbll2o
LocalLLaMA
1tuq5j1
1tuq5j1
0
CYTR_
1,780,409,510
I really like this project. I'm trying to create software for accessing empirical documentation/data for the social sciences (basically, an automated state-of-the-art system that allows data/papers to be searched and highlighted according to the chosen epistemological perspective, some sort of advanced RAG system which...
1
null
/r/LocalLLaMA/comments/1tuq5j1/comment/opbll2o/
1,789,195,091
batch-priority-2026-summer
opbps91
LocalLLaMA
1tuq5j1
opbll2o
1
East-Muffin-6472
1,780,410,680
Yes quantisation does degrade to some levels compared to full precision models like bf16 however Q4 sits right in middle of memory and what it offers which is a great fit for many model on constrained hardware. Going below that will have memory saving but takes a hit at its capabilities and going above it diminishes ...
1
null
/r/LocalLLaMA/comments/1tuq5j1/comment/opbps91/
1,789,195,078
batch-priority-2026-summer
opbqadl
LocalLLaMA
1tuq5j1
opbbf47
1
East-Muffin-6472
1,780,410,821
Oh if you have just cpu then you try bonsai models using llama.cpp and bitnet models by msft but it’ll Be quite slow tbh
2
null
/r/LocalLLaMA/comments/1tuq5j1/comment/opbqadl/
1,789,195,078
batch-priority-2026-summer
opbukmc
LocalLLaMA
1tuqo9y
1tuqo9y
0
sn2006gy
1,780,411,991
is there a reason not to run Presidio in a podman/docker container and just move on?
1
null
/r/LocalLLaMA/comments/1tuqo9y/automating_openaiprivacyfilter_or_any_redaction/opbukmc/
1,789,195,078
batch-priority-2026-summer
opbvia7
LocalLLaMA
1tuqo9y
opbukmc
1
After-Cell
1,780,412,244
found it: [https://hub.docker.com/r/microsoft/presidio-analyzer](https://hub.docker.com/r/microsoft/presidio-analyzer) thanks!
1
null
/r/LocalLLaMA/comments/1tuqo9y/automating_openaiprivacyfilter_or_any_redaction/opbvia7/
1,789,195,078
batch-priority-2026-summer
opbaoi2
LocalLLaMA
1tuqq97
1tuqq97
0
AutoModerator
1,780,406,317
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...
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null
/r/LocalLLaMA/comments/1tuqq97/how_does_a_team_of_1b_models_with_second_brains/opbaoi2/
1,789,195,075
batch-priority-2026-summer
opbea80
LocalLLaMA
1tur7he
1tur7he
0
AutoModerator
1,780,407,391
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null
null
1,789,195,068
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opbhlzl
LocalLLaMA
1turmvv
1turmvv
0
AutoModerator
1,780,408,371
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...
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null
null
1,789,195,071
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opbi6iw
LocalLLaMA
1turpj2
1turpj2
0
AutoModerator
1,780,408,536
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/1turpj2/excuse_me_but_isnt_odysseus_an_insanely_bugged/opbi6iw/
1,789,195,077
batch-priority-2026-summer
opbpjfe
LocalLLaMA
1tusmki
1tusmki
0
rawdikrik
1,780,410,611
I apologize for any odd formatting. I'm using Open Whisper right now. My benchmark is one that basically is created how I use the system. I do a lot of stuff with HubSpot and small code changes and big issues with attribution. I do a lot of MARP slides too. So I have a benchmark that I can bench local models against...
0
true
/r/LocalLLaMA/comments/1tusmki/ive_shared_my_benchmark_results_in_comments_here/opbpjfe/
1,789,195,075
batch-priority-2026-summer
opbpjli
LocalLLaMA
1tusmki
1tusmki
0
EbbNorth7735
1,780,410,612
Would like to see Qwen3.6 27B/35B A3B, Qwen3.5 122B
0
false
/r/LocalLLaMA/comments/1tusmki/ive_shared_my_benchmark_results_in_comments_here/opbpjli/
1,789,195,075
batch-priority-2026-summer
opbpzsa
LocalLLaMA
1tusmki
opbpjli
1
rawdikrik
1,780,410,739
There is a 35B of Qwen at number 11. I am guessing that Q4 hurts it too much. I've tried to run the 27B, but it doesn't work very well. I only have a 5070 in my server, so I can only fit what's in there, So no 122B. Sorry.
0
true
/r/LocalLLaMA/comments/1tusmki/ive_shared_my_benchmark_results_in_comments_here/opbpzsa/
1,789,195,075
batch-priority-2026-summer
opbqxu2
LocalLLaMA
1tusmki
1tusmki
0
Crinkez
1,780,411,002
What are you measuring? Tokens per sec? Agentic coding strength? Something else?
5
false
/r/LocalLLaMA/comments/1tusmki/ive_shared_my_benchmark_results_in_comments_here/opbqxu2/
1,789,195,075
batch-priority-2026-summer
opbw13x
LocalLLaMA
1tusmki
opbqxu2
1
rawdikrik
1,780,412,385
Tokens per sec is on there. The score you see is my own benchmark. It was created looking at what I do with my setup and then testing against it. We’re testing how well each model handles the kind of real work we’d actually use it for, not just abstract benchmark questions. The benchmark checks practical agent skills...
0
true
/r/LocalLLaMA/comments/1tusmki/ive_shared_my_benchmark_results_in_comments_here/opbw13x/
1,789,195,075
batch-priority-2026-summer
opf63km
LocalLLaMA
1tusmki
1tusmki
0
JSVD2
1,780,445,565
this is a very nice slide btw. how did you make that? very cool data. thank you alot too.
2
false
/r/LocalLLaMA/comments/1tusmki/ive_shared_my_benchmark_results_in_comments_here/opf63km/
1,789,195,075
batch-priority-2026-summer
opgx0fb
LocalLLaMA
1tusmki
opf63km
1
rawdikrik
1,780,470,377
I use a MARP slide skill that I found online. If you Google, you should find it.
1
true
/r/LocalLLaMA/comments/1tusmki/ive_shared_my_benchmark_results_in_comments_here/opgx0fb/
1,789,195,075
batch-priority-2026-summer
opcaqsz
LocalLLaMA
1tuvfek
1tuvfek
0
AutoModerator
1,780,416,270
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...
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null
/r/LocalLLaMA/comments/1tuvfek/i_built_a_zerodependency_hallucination_detector/opcaqsz/
1,789,195,079
batch-priority-2026-summer
opckied
LocalLLaMA
1tuvq8u
1tuvq8u
0
ttkciar
1,780,418,831
How much of this post was LLM-generated?
1
null
/r/LocalLLaMA/comments/1tuvq8u/comment/opckied/
1,789,195,078
batch-priority-2026-summer
opcr9zx
LocalLLaMA
1tuvq8u
1tuvq8u
0
darthmuzz98
1,780,420,595
Used AI to polish the wording a little tbh, but the actual findings are from real testing I’ve been doing.
0
null
/r/LocalLLaMA/comments/1tuvq8u/comment/opcr9zx/
1,789,195,100
batch-priority-2026-summer
opczkjw
LocalLLaMA
1tuvq8u
1tuvq8u
0
pavel6490
1,780,422,741
Yeah, but isn't now we are moving to speech-to-speech models?
2
null
/r/LocalLLaMA/comments/1tuvq8u/comment/opczkjw/
1,789,195,078
batch-priority-2026-summer
opdsj4q
LocalLLaMA
1tuvq8u
opcr9zx
1
ttkciar
1,780,430,494
Thank you!
2
null
/r/LocalLLaMA/comments/1tuvq8u/comment/opdsj4q/
1,789,195,090
batch-priority-2026-summer
ope1vdx
LocalLLaMA
1tuvq8u
1tuvq8u
0
Awwtifishal
1,780,433,073
APIs slow down We don't have such problem
2
null
/r/LocalLLaMA/comments/1tuvq8u/comment/ope1vdx/
1,789,195,078
batch-priority-2026-summer
opcpkep
LocalLLaMA
1tuxc6v
1tuxc6v
0
AutoModerator
1,780,420,150
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...
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null
/r/LocalLLaMA/comments/1tuxc6v/i_built_a_macos_agent_that_runs_fully_locally/opcpkep/
1,789,195,079
batch-priority-2026-summer
opixhfs
LocalLLaMA
1tuxwhs
1tuxwhs
0
RevolutionaryLime758
1,780,498,357
Slop
2
null
/r/LocalLLaMA/comments/1tuxwhs/putting_code_under_a_microscope_waveletbased/opixhfs/
1,789,195,082
batch-priority-2026-summer
opcy8l5
LocalLLaMA
1tuxy5f
1tuxy5f
0
tsukuyomi911
1,780,422,397
Nice read.
21
null
null
1,789,195,082
batch-priority-2026-summer
opcydqz
LocalLLaMA
1tuxy5f
1tuxy5f
0
mhphilip
1,780,422,434
Great read! You are way more than a newbie to me. This is not the road I’m going but that’s also good to learn!
2
null
null
1,789,195,082
batch-priority-2026-summer
opd5231
LocalLLaMA
1tuxy5f
1tuxy5f
0
rog-uk
1,780,424,167
What cpu/mobo are you using please? I was looking at maybe a pair of these for an older workstation I just got, and read there could be complications with memory access.  Good work getting it to work well for you though!
2
null
null
1,789,195,082
batch-priority-2026-summer
opd5p12
LocalLLaMA
1tuxy5f
opd5231
1
tymscar
1,780,424,335
ROG Maximus Z790 Hero with an intel 13900kf. Thank you!
1
null
null
1,789,195,082
batch-priority-2026-summer
opdaqkx
LocalLLaMA
1tuxy5f
1tuxy5f
0
je11eebean
1,780,425,664
I read your blog. This is amazing work and you've documented all too! Thank you for sharing this.
17
null
null
1,789,195,082
batch-priority-2026-summer
opdd5tv
LocalLLaMA
1tuxy5f
1tuxy5f
0
Bulky-Priority6824
1,780,426,307
What's the difference between the smx2 no pcie and the ones on eBay that are on a pcie card? They have both, only $600 for each style for 32mb
22
null
null
1,789,195,082
batch-priority-2026-summer
opdfm2a
LocalLLaMA
1tuxy5f
1tuxy5f
0
128G
1,780,426,953
a 4080 only having 16GB of VRAM is insane!
33
null
null
1,789,195,082
batch-priority-2026-summer
opdgdoq
LocalLLaMA
1tuxy5f
opdd5tv
1
tymscar
1,780,427,158
There is some performance difference, in favour of the SXM2, something like 10%. It runs at higher max power. Another benefit is that you can buy a board with two SXM slots on it, and then the cards talk with each other through super fast NVLink. Look into it!
22
null
null
1,789,195,082
batch-priority-2026-summer
opdkhhf
LocalLLaMA
1tuxy5f
1tuxy5f
0
cafedude
1,780,428,279
Makes me wonder what we'll be able to get for fairly cheap when the current generation of datacenter GPUs is retired.
116
null
null
1,789,195,082
batch-priority-2026-summer
opdm4p4
LocalLLaMA
1tuxy5f
opdkhhf
1
silenceimpaired
1,780,428,732
Not when… if. It’s closer to when now but don’t be surprised if it turns to if.
5
null
null
1,789,195,082
batch-priority-2026-summer
opdnhfp
LocalLLaMA
1tuxy5f
opdgdoq
2
Bulky-Priority6824
1,780,429,110
Do these snap on or you have to solder 
7
null
null
1,789,195,082
batch-priority-2026-summer
opdnnaf
LocalLLaMA
1tuxy5f
opdnhfp
3
tymscar
1,780,429,155
Snap. No soldering involved whatsoever.
13
null
null
1,789,195,082
batch-priority-2026-summer
opdp57w
LocalLLaMA
1tuxy5f
opdfm2a
1
tymscar
1,780,429,566
It's idiotic if you ask me. Especially considering when the card came out and how cheat VRAM was back then comparatively. As a card for half the price of the 4090, it serves me way better than half of a 4090, especially in games, so I don't regret it, but it's clear they've done it this way just to differentiate betwee...
29
null
null
1,789,195,082
batch-priority-2026-summer
opdr59m
LocalLLaMA
1tuxy5f
opdp57w
2
128G
1,780,430,115
You know what also has 16GB of VRAM? a used RX 7600 XT.
9
null
null
1,789,195,082
batch-priority-2026-summer
opdynr5
LocalLLaMA
1tuxy5f
1tuxy5f
0
ranjop
1,780,432,182
What an amazing write 👌🏻
1
null
null
1,789,195,082
batch-priority-2026-summer
opdyyv2
LocalLLaMA
1tuxy5f
opdm4p4
2
ranjop
1,780,432,266
Do you mean that due to the AI boom the current generation DC HW will be run very long until it’s technically EOL?
4
null
null
1,789,195,082
batch-priority-2026-summer
opdz9is
LocalLLaMA
1tuxy5f
1tuxy5f
0
libregrape
1,780,432,348
What a pleasure to read your blog! Finally not a bs AI slop, but an actually super interesting and insightful read..
4
null
null
1,789,195,082
batch-priority-2026-summer
ope16zr
LocalLLaMA
1tuxy5f
opdkhhf
1
Ell2509
1,780,432,885
This topic feels like the elephant in the room. Companies with no profits are taking on enormous debt to built datacenters with gpus that have a 6 year life at 24/7 use. Now with the right cooling etc, maybe they push to 8, but even at 8 years, replacing all these gpus will almost be the same capex spend as it is to bu...
141
null
null
1,789,195,082
batch-priority-2026-summer
ope46lt
LocalLLaMA
1tuxy5f
ope16zr
2
quantum_splicer
1,780,433,712
At end of life for the cards, what happens are they recycled or ? 
4
null
null
1,789,195,082
batch-priority-2026-summer
ope51d1
LocalLLaMA
1tuxy5f
1tuxy5f
0
XxBrando6xX
1,780,433,951
Great write up thank you for putting the time in to write this up for everyone. Question, you mentioned that these can be connected or used via nvlink even through the pcie adapter, Doesn’t this dramatically crush its speed though since they’re interfacing over pcie speed which I imagine is slower than nvlink over the...
1
null
null
1,789,195,082
batch-priority-2026-summer
ope5brk
LocalLLaMA
1tuxy5f
ope46lt
3
Ell2509
1,780,434,032
Mostly binned, in small operations. In the large ones, i would imagine they will depreciate the items off the balance sheets and then replace, retiring old gpus into secondary markets. But as I say, I don't think the business model will work with that level of capex spend.
6
null
null
1,789,195,082
batch-priority-2026-summer
ope5dji
LocalLLaMA
1tuxy5f
ope46lt
3
Think_Wing_1357
1,780,434,046
You can find a lot of liquidated DC gears on ebay today: chassis, Mobo, CPU, etc. I'm sure the same will be true with GPU eventually.
21
null
null
1,789,195,082
batch-priority-2026-summer
ope6mqj
LocalLLaMA
1tuxy5f
ope5brk
4
quantum_splicer
1,780,434,406
I'm just thinking it's not sustainable to basically dispose of graphics cards in those quantities, like I get some would go to reuse. But I'm thinking from natural resource utilisation, if at the terminal end of life for the cards if we aren't able to recycle and recover raw materials. Then we have a process where bas...
3
null
null
1,789,195,082
batch-priority-2026-summer
ope8fci
LocalLLaMA
1tuxy5f
1tuxy5f
0
Truantee
1,780,434,925
I think you can buy one on aliexpress with all of those stuffs packed.
1
null
null
1,789,195,082
batch-priority-2026-summer
ope90t2
LocalLLaMA
1tuxy5f
1tuxy5f
0
a_beautiful_rhind
1,780,435,098
About 2 years ago I was salivating over these things. At least the 32g variety. I think the P100s are a slightly better deal than the 16gb v100. Then again, nobody wrote P100 flash attention so you're trapped in llama.cpp
10
null
null
1,789,195,082
batch-priority-2026-summer