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|---|---|---|---|---|---|---|---|---|---|---|---|---|
oqmv5s2 | LocalLLaMA | 1u14ju3 | 1u14ju3 | 0 | AutoModerator | 1,781,010,601 | 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/1u14ju3/a_few_months_into_building_a_coding_agent_im/oqmv5s2/ | 1,789,194,993 | batch-priority-2026-summer |
oqooijx | LocalLLaMA | 1u1blp1 | 1u1blp1 | 0 | nmfisher | 1,781,027,972 | This is like crypto mining, but we actually get something useful out of it. | 21 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oqooijx/ | 1,789,194,866 | batch-priority-2026-summer |
oqoqz0g | LocalLLaMA | 1u1blp1 | oqooijx | 1 | imike3049 | 1,781,028,622 | Totally agree | 2 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oqoqz0g/ | 1,789,194,866 | batch-priority-2026-summer |
oqpfzdj | LocalLLaMA | 1u1blp1 | 1u1blp1 | 0 | xlltt | 1,781,035,356 | wtf thats awesome we need the same for qwen :D | 6 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oqpfzdj/ | 1,789,194,866 | batch-priority-2026-summer |
oqpg511 | LocalLLaMA | 1u1blp1 | 1u1blp1 | 0 | Silver-Champion-4846 | 1,781,035,399 | Ui is not very accessible how is it now? What did they achieve so far? | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oqpg511/ | 1,789,194,866 | batch-priority-2026-summer |
oqq1uoi | LocalLLaMA | 1u1blp1 | 1u1blp1 | 0 | slavetothesound | 1,781,041,527 | I like the idea and now I have questions:
What are they doing to get these speed gains and can we replicate it with larger models?
| 6 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oqq1uoi/ | 1,789,194,866 | batch-priority-2026-summer |
oqq66rg | LocalLLaMA | 1u1blp1 | 1u1blp1 | 0 | hackerllama | 1,781,042,843 | They are not fighting, they are collaborating, sharing learnings and resources | 12 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oqq66rg/ | 1,789,194,866 | batch-priority-2026-summer |
oqq6a36 | LocalLLaMA | 1u1blp1 | oqpg511 | 1 | hackerllama | 1,781,042,872 | They went from 40 tokens per second to 300 tokens per second without quality degradation | 10 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oqq6a36/ | 1,789,194,866 | batch-priority-2026-summer |
oqqjrvh | LocalLLaMA | 1u1blp1 | oqq6a36 | 2 | akumaburn | 1,781,047,258 | Hmm, I'm not so sure about the quality loss, looking at the leaderboard a number of those methods seem to imply dramatic quantization and even layer skipping which should almost certainly result in quality loss. | 8 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oqqjrvh/ | 1,789,194,866 | batch-priority-2026-summer |
oqsaycl | LocalLLaMA | 1u1blp1 | oqq1uoi | 1 | FusionCow | 1,781,070,818 | they are doing whatever they want. i think i read something about dflash | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oqsaycl/ | 1,789,194,866 | batch-priority-2026-summer |
oquiojg | LocalLLaMA | 1u1blp1 | oqq6a36 | 2 | Silver-Champion-4846 | 1,781,102,805 | WHat? How! What quant! Wait no degradation so no quant? How I want this on my cpu xd. Going from 4tps to 30 tps would be something | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oquiojg/ | 1,789,194,866 | batch-priority-2026-summer |
oqx7lxc | LocalLLaMA | 1u1blp1 | oqqjrvh | 3 | SuperChewbacca | 1,781,128,816 | You are right. It's going to be optimized for tokens/second on the specific test set for the perplexity calculation. | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1blp1/watch_agents_fight_a_live_challenge_to_speed_up/oqx7lxc/ | 1,789,194,866 | batch-priority-2026-summer |
oqq746l | LocalLLaMA | 1u1dw38 | 1u1dw38 | 0 | New_Comfortable7240 | 1,781,043,133 | Great! Sadly, the repo is 81GB, have to wait for GGUF Q2 or Q3 for my gpu | 9 | null | null | 1,789,194,856 | batch-priority-2026-summer |
oqri4qz | LocalLLaMA | 1u1dw38 | oqq746l | 1 | infearia | 1,781,058,877 | No! Just use ComfyUI, it has native support for SCAIL-2, and thanks to its on-demand offloading (something I wish llama.cpp would implement) you can run their FP8 quant easily with 16GB VRAM - and possibly even with 12GB or less.
[https://github.com/Comfy-Org/ComfyUI/pull/14373](https://github.com/Comfy-Org/ComfyUI/pu... | 14 | null | null | 1,789,194,856 | batch-priority-2026-summer |
oqriqjl | LocalLLaMA | 1u1dw38 | 1u1dw38 | 0 | TheRealMasonMac | 1,781,059,087 | It seems like they're going to release GLM-5.2 soon as well. It's accessible via the API (though you can't actually generate with it yet).
"You do not have permission to access glm-5.2" (it will simply state the model doesn't exist for glm-5.3) | 9 | null | null | 1,789,194,856 | batch-priority-2026-summer |
oqrtqwl | LocalLLaMA | 1u1dw38 | oqriqjl | 1 | AnticitizenPrime | 1,781,063,223 | Users on the Openrouter discord are saying that GLM 5v turbo and GLM 4.5 Air have disappeared from the API, which backs up the idea that a new one is dropping. | 2 | null | null | 1,789,194,856 | batch-priority-2026-summer |
oqpr1d5 | LocalLLaMA | 1u1e0kd | 1u1e0kd | 0 | ttkciar | 1,781,038,395 | Violates Rule Three: Low-effort post. Sorry.
Please have more to say when you post. You might want to look around at some of the other posts in the sub to get a better idea of what an informative post has in it. | 1 | null | /r/LocalLLaMA/comments/1u1e0kd/removed_by_moderator/oqpr1d5/ | 1,789,194,902 | batch-priority-2026-summer |
oqrtye6 | LocalLLaMA | 1u1edjb | 1u1edjb | 0 | pmttyji | 1,781,063,306 | u/Anbeeld One more to add for beellama | 1 | null | null | 1,789,194,859 | batch-priority-2026-summer |
oqsfifg | LocalLLaMA | 1u1edjb | 1u1edjb | 0 | Long_comment_san | 1,781,073,019 | 2 bit cache? Am I reading this correctly? 4 bit is already bad enough, why would we need 2 bit? | 9 | null | null | 1,789,194,859 | batch-priority-2026-summer |
oqtxsnn | LocalLLaMA | 1u1edjb | oqsfifg | 1 | korino11 | 1,781,096,866 | Because it spectral. not a just kv | 5 | null | null | 1,789,194,859 | batch-priority-2026-summer |
oqp5x17 | LocalLLaMA | 1u1euhv | 1u1euhv | 0 | AutoModerator | 1,781,032,629 | 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/1u1euhv/new_and_need_help_deciding_on_gpu/oqp5x17/ | 1,789,194,898 | batch-priority-2026-summer |
oqpesr9 | LocalLLaMA | 1u1fws6 | 1u1fws6 | 0 | AXYZE8 | 1,781,035,035 | Do you see the name of this sub? | 10 | null | /r/LocalLLaMA/comments/1u1fws6/deleted_by_user/oqpesr9/ | 1,789,194,895 | batch-priority-2026-summer |
oqpjos7 | LocalLLaMA | 1u1ggn1 | 1u1ggn1 | 0 | FoxiPanda | 1,781,036,370 | Benchmarks aren't everything and I'll gladly take "stepping stone" releases to get feedback and improve over the it's-not-clear-but-maybe-not-ever-again releases from Qwen. | 11 | null | /r/LocalLLaMA/comments/1u1ggn1/deleted_by_user/oqpjos7/ | 1,789,194,897 | batch-priority-2026-summer |
oqpkaiw | LocalLLaMA | 1u1ggn1 | 1u1ggn1 | 0 | BigPoppaK78 | 1,781,036,535 | What was the rationale behind this post? Unless a new model tops out all benchmarks, then it's useless and should be shunned?
Lots of these new models have different strengths and/or are proofs-of-concept. It takes time to make a new whiz-bang model and not every single release is going to be the greatest thing ever. ... | 16 | null | /r/LocalLLaMA/comments/1u1ggn1/deleted_by_user/oqpkaiw/ | 1,789,194,897 | batch-priority-2026-summer |
oqpkgqp | LocalLLaMA | 1u1ggn1 | 1u1ggn1 | 0 | my_name_isnt_clever | 1,781,036,583 | What do you mean the rationale? It's the best coding model this lab has made, they're not going to give up and scrap the project because they didn't top every benchmark.
Edit: Also some orgs ban anything of Chinese origin, this model is a lot more appealing if your other options are Gemma and Mistral. | 8 | null | /r/LocalLLaMA/comments/1u1ggn1/deleted_by_user/oqpkgqp/ | 1,789,194,897 | batch-priority-2026-summer |
oqpl5gg | LocalLLaMA | 1u1ggn1 | 1u1ggn1 | 0 | Few_Painter_5588 | 1,781,036,769 | Dude these are LLM models, not soccer teams. No need to play favourites. And anyways, more models and labs is always better. | 11 | null | /r/LocalLLaMA/comments/1u1ggn1/deleted_by_user/oqpl5gg/ | 1,789,194,897 | batch-priority-2026-summer |
oqplyez | LocalLLaMA | 1u1ggn1 | 1u1ggn1 | 0 | Finanzamt_Endgegner | 1,781,036,990 | Its 5b params less bro | 3 | null | /r/LocalLLaMA/comments/1u1ggn1/deleted_by_user/oqplyez/ | 1,789,194,897 | batch-priority-2026-summer |
oqpq3yx | LocalLLaMA | 1u1ggn1 | 1u1ggn1 | 0 | oxygen_addiction | 1,781,038,136 | Who hurt you? | 3 | null | /r/LocalLLaMA/comments/1u1ggn1/deleted_by_user/oqpq3yx/ | 1,789,194,897 | batch-priority-2026-summer |
oqprrw6 | LocalLLaMA | 1u1ggn1 | 1u1ggn1 | 0 | KURD_1_STAN | 1,781,038,604 | As someone who doesn't care about benchmarks and want a coder model for my 3060, idc. | 1 | null | /r/LocalLLaMA/comments/1u1ggn1/deleted_by_user/oqprrw6/ | 1,789,194,897 | batch-priority-2026-summer |
oqpusvn | LocalLLaMA | 1u1ggn1 | 1u1ggn1 | 0 | ttkciar | 1,781,039,467 | Violates Rule Three: Low-effort | 1 | null | /r/LocalLLaMA/comments/1u1ggn1/deleted_by_user/oqpusvn/ | 1,789,194,897 | batch-priority-2026-summer |
oqpo14r | LocalLLaMA | 1u1h25j | 1u1h25j | 0 | Shap6 | 1,781,037,559 | i would DDU and reinstall the drivers | 6 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1h25j/are_dlss_issues_on_nvidia_cards_a_problem_for_llm/oqpo14r/ | 1,789,194,860 | batch-priority-2026-summer |
oqpueqo | LocalLLaMA | 1u1h25j | 1u1h25j | 0 | ShengrenR | 1,781,039,354 | Is this a legit 4090 or a card of 'questionable provenance' - all sorts of shady folk I've seen selling things that aren't 'actually' the thing. You're going to need more information though as to what 'exactly' isn't working. The DLSS misbehaving is a symptom of something further down, but what exactly will determine ... | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1h25j/are_dlss_issues_on_nvidia_cards_a_problem_for_llm/oqpueqo/ | 1,789,194,860 | batch-priority-2026-summer |
oqpyroi | LocalLLaMA | 1u1h25j | 1u1h25j | 0 | StableLlama | 1,781,040,617 | Of course it is possible that one transistor is faulty that is affecting one one work load but not the other.
But how do you want to know?
And is it guaranteed that only this one is bad and all others are good? (Especially for workloads that the current user doesn't use?)
Anyway: probably is much higher that it is a t... | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1h25j/are_dlss_issues_on_nvidia_cards_a_problem_for_llm/oqpyroi/ | 1,789,194,860 | batch-priority-2026-summer |
oqq3csp | LocalLLaMA | 1u1h25j | 1u1h25j | 0 | Edenar | 1,781,041,981 | Your post sounds a bit like : "My fridge heats up when i open the door, does cutting the tree in my garden will help ?"
Try with a clean OS an new driver install. Check if there is other people reporting the same issue on the same game (can be a problem from the game itself). Oh and update the driver directly from Nv... | 2 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1h25j/are_dlss_issues_on_nvidia_cards_a_problem_for_llm/oqq3csp/ | 1,789,194,860 | batch-priority-2026-summer |
oqq4f1z | LocalLLaMA | 1u1h25j | oqq3csp | 1 | cosmoschtroumpf | 1,781,042,301 | Yes, I realise my post isn't very pertinent the way it is phrased. It was mostly to hear back from people's experience with similar gpu problems.
You last paragraph is exactly the kind of technical feedback I was hoping for. Thanks. | 1 | true | https://www.reddit.com/r/LocalLLaMA/comments/1u1h25j/are_dlss_issues_on_nvidia_cards_a_problem_for_llm/oqq4f1z/ | 1,789,194,860 | batch-priority-2026-summer |
oqqamsw | LocalLLaMA | 1u1h25j | oqpo14r | 1 | Blizado | 1,781,044,262 | Yeah, first make sure you tried all to reduce the possible issues that could lead to that problem. It could also be a power issue, even a too small PSU. Hard to say without knowing how much knowledge the TE has and what he already tried. | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1h25j/are_dlss_issues_on_nvidia_cards_a_problem_for_llm/oqqamsw/ | 1,789,194,860 | batch-priority-2026-summer |
oqqnr2v | LocalLLaMA | 1u1lsqs | 1u1lsqs | 0 | AutoModerator | 1,781,048,604 | 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/1u1lsqs/deleted_by_user/oqqnr2v/ | 1,789,194,858 | batch-priority-2026-summer |
oqqsiqt | LocalLLaMA | 1u1mfbs | 1u1mfbs | 0 | AutoModerator | 1,781,050,227 | 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/1u1mfbs/deleted_by_user/oqqsiqt/ | 1,789,194,857 | batch-priority-2026-summer |
oqqxfch | LocalLLaMA | 1u1mft4 | 1u1mft4 | 0 | ttkciar | 1,781,051,895 | Violates Rule Two: Off-topic
This ***could*** be on-topic for LocalLLaMA, if you provided any sort of relevant analysis or framed it as a reason people should be using local models, but as it is you just dumped an article about drama surrounding a closed model.
Please feel free to re-post this with framing and/or ana... | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1mft4/deleted_by_user/oqqxfch/ | 1,789,194,857 | batch-priority-2026-summer |
oqqw98x | LocalLLaMA | 1u1mw7l | 1u1mw7l | 0 | AutoModerator | 1,781,051,498 | 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/1u1mw7l/comment/oqqw98x/ | 1,789,194,863 | batch-priority-2026-summer |
oqqw9p0 | LocalLLaMA | 1u1mw7l | 1u1mw7l | 0 | uriwa | 1,781,051,502 | Check out prompt2bot at https://prompt2bot.com for an agent platform built from the ground up to solve these exact multi-user isolation and permission boundaries!
Our blog post: https://prompt2bot.com/blog/common-weaknesses-and-scale-issues-with-popular-harnesses | 1 | null | /r/LocalLLaMA/comments/1u1mw7l/comment/oqqw9p0/ | 1,789,194,863 | batch-priority-2026-summer |
oqr086a | LocalLLaMA | 1u1ndny | 1u1ndny | 0 | AutoModerator | 1,781,052,823 | 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/1u1ndny/running_visual_models_with_claude_code/oqr086a/ | 1,789,194,861 | batch-priority-2026-summer |
oqr168n | LocalLLaMA | 1u1nhop | 1u1nhop | 0 | AutoModerator | 1,781,053,140 | 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/1u1nhop/deleted_by_user/oqr168n/ | 1,789,194,862 | batch-priority-2026-summer |
oqr9ta5 | LocalLLaMA | 1u1ojb7 | 1u1ojb7 | 0 | AutoModerator | 1,781,056,036 | 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/1u1ojb7/i_got_tired_of_juggling_nvtop_and_server_logs_to/oqr9ta5/ | 1,789,194,863 | batch-priority-2026-summer |
oqrlle9 | LocalLLaMA | 1u1pfen | 1u1pfen | 0 | nickm_27 | 1,781,060,092 | Pretty specific example, but here is something, using this dataset / eval https://github.com/allenporter/home-assistant-datasets/tree/main/reports
Gemma4 Q5_K_S scored in assist:
```yaml
- model_id: gemma4-26b-a4b
good_percent: 86.3%
confidence_interval: 3.1%
good: 397
total: 460
```
and Gemma4 Unsloth QAT s... | 26 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqrlle9/ | 1,789,194,858 | batch-priority-2026-summer |
oqrlsvl | LocalLLaMA | 1u1pfen | 1u1pfen | 0 | Potential-Net-9375 | 1,781,060,166 | I don't have anything quantitative to show, but I ran both through my test suite - Q4 QAT vs Q6\_K\_XL from unsloth, and they tested nearly identically! | 8 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqrlsvl/ | 1,789,194,858 | batch-priority-2026-summer |
oqro90l | LocalLLaMA | 1u1pfen | oqrlsvl | 1 | alex20_202020 | 1,781,061,074 | > Q4 QAT vs Q6_K_XL from unsloth, and they tested nearly identically
How was ordinary Q4_K_XL compared to them? | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqro90l/ | 1,789,194,858 | batch-priority-2026-summer |
oqscar7 | LocalLLaMA | 1u1pfen | 1u1pfen | 0 | WhoRoger | 1,781,071,458 | I'd like to know if the QAT is specific to Q4_0 or what difference will Q4_K (and derivatives) make one way or the other.
Especially since Google's Q4_0 and Unsloth UD are much smaller than typical Q4 quants. Google mentions compressed tensors, is that it? | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqscar7/ | 1,789,194,858 | batch-priority-2026-summer |
oqso6xx | LocalLLaMA | 1u1pfen | oqscar7 | 1 | WhoRoger | 1,781,077,382 | Nvm Unsloth's blog cleared it up. This time their method probably really is the best. | 3 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqso6xx/ | 1,789,194,858 | batch-priority-2026-summer |
oqtvfc8 | LocalLLaMA | 1u1pfen | 1u1pfen | 0 | arbv | 1,781,096,134 | As far as I understand it, the QAT release pretty much obsoletes anything smaller than and including Q6. | 6 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqtvfc8/ | 1,789,194,858 | batch-priority-2026-summer |
oquxcrw | LocalLLaMA | 1u1pfen | oqtvfc8 | 1 | Silver-Champion-4846 | 1,781,106,701 | Man I wish I could run gemma 26bA4b Qat. No good hardware sadly, not even more ram to run completely on cpu. | 2 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oquxcrw/ | 1,789,194,858 | batch-priority-2026-summer |
oquy7cs | LocalLLaMA | 1u1pfen | oquxcrw | 2 | arbv | 1,781,106,921 | The Gemma 4 12B is very good - if you can run it - it is a good option. Some people like Qwen 3.5 9B, but I cannot comment on this one.
Also, if programming is not your thing - Gemma 4 E4B is solid.
With this release there is a Gemma version for everyone. | 2 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oquy7cs/ | 1,789,194,858 | batch-priority-2026-summer |
oquyx0s | LocalLLaMA | 1u1pfen | oquxcrw | 2 | arbv | 1,781,107,103 | Oh, also take a look at these Gemma 4 26B quants:
https://huggingface.co/deucebucket/Gemma-4-26B-A4B-it-Cerebellum-v6-GGUF/tree/main
This guy makes interesting mixed precision quants. | 3 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oquyx0s/ | 1,789,194,858 | batch-priority-2026-summer |
oqv0hfn | LocalLLaMA | 1u1pfen | oquy7cs | 3 | Silver-Champion-4846 | 1,781,107,512 | Can't run 12b either not even qat, I have 8gb of ram (without the v) | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqv0hfn/ | 1,789,194,858 | batch-priority-2026-summer |
oqv0nss | LocalLLaMA | 1u1pfen | oquyx0s | 3 | Silver-Champion-4846 | 1,781,107,558 | Not enough ram and no v | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqv0nss/ | 1,789,194,858 | batch-priority-2026-summer |
oqv0qd2 | LocalLLaMA | 1u1pfen | oqv0hfn | 4 | arbv | 1,781,107,577 | Qwen 3.5 4B then, or Gemma 4 E2B/E4B | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqv0qd2/ | 1,789,194,858 | batch-priority-2026-summer |
oqv1qbi | LocalLLaMA | 1u1pfen | oqv0qd2 | 5 | Silver-Champion-4846 | 1,781,107,836 | Yayyyy dumb dumbies that can't do tool calls and take half my ram by default, which windows also takes half of, unless I get 1bit quants which are dumber. All Hail Bitnet I guess, whenever something ternary groundbreaking shows up | 2 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqv1qbi/ | 1,789,194,858 | batch-priority-2026-summer |
oqv2azp | LocalLLaMA | 1u1pfen | oqv1qbi | 6 | arbv | 1,781,107,985 | Yeah. The state of affairs with local LLMs is that it is all about having good hardware to run them. | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqv2azp/ | 1,789,194,858 | batch-priority-2026-summer |
oqv3vki | LocalLLaMA | 1u1pfen | oqv2azp | 7 | Silver-Champion-4846 | 1,781,108,397 | Very true, very sad | 2 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqv3vki/ | 1,789,194,858 | batch-priority-2026-summer |
oqymuo7 | LocalLLaMA | 1u1pfen | 1u1pfen | 0 | Front-University4363 | 1,781,145,874 | Just dug into exactly this for Gemma 4 12B. Two things worth knowing: (1) the QAT vs *naive* Q4\_0 gap is big — Unsloth's top-1 agreement is 88.76% (QAT UD-Q4\_K\_XL) vs 74.08% (naive Q4\_0) — but vs a good Q4\_K\_M it's much smaller, so it's not a night-and-day difference against a solid modern quant. (2) Counterintui... | 4 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/oqymuo7/ | 1,789,194,858 | batch-priority-2026-summer |
orzc5h4 | LocalLLaMA | 1u1pfen | 1u1pfen | 0 | RemarkableAntelope80 | 1,781,616,355 | Not an answer, but not sure if you’re using ggufs. If so, google’s own qat ones are borked, use unsloth, or some others also figured that out. | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1pfen/gemma4_qats_vs_higherbit_regular_quantizations/orzc5h4/ | 1,789,194,858 | batch-priority-2026-summer |
oqrmncv | LocalLLaMA | 1u1psjx | 1u1psjx | 0 | ttkciar | 1,781,060,475 | Violates Rule Four: Self-promotion
Reviewing the account history of u/Comfortable_Dirt5590 reveals that most of their interaction with the LocalLLaMA community has been self-promotion, far more than the 10% threshold given in [the subreddit rules.](https://old.reddit.com/r/LocalLLaMA/about/rules/)
Please try to be a ... | 1 | null | /r/LocalLLaMA/comments/1u1psjx/removed_by_moderator/oqrmncv/ | 1,789,194,905 | batch-priority-2026-summer |
oqror1m | LocalLLaMA | 1u1qfb0 | 1u1qfb0 | 0 | AutoModerator | 1,781,061,265 | 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/1u1qfb0/deleted_by_user/oqror1m/ | 1,789,194,858 | batch-priority-2026-summer |
oqrs3pw | LocalLLaMA | 1u1qi7i | 1u1qi7i | 0 | positivitittie | 1,781,062,569 | And why is this on this sub? | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1qi7i/deleted_by_user/oqrs3pw/ | 1,789,194,859 | batch-priority-2026-summer |
oqrs4bw | LocalLLaMA | 1u1qi7i | 1u1qi7i | 0 | jesuschrist-69420 | 1,781,062,576 | Wtf | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1qi7i/deleted_by_user/oqrs4bw/ | 1,789,194,859 | batch-priority-2026-summer |
oqs0nbg | LocalLLaMA | 1u1s1h3 | 1u1s1h3 | 0 | AutoModerator | 1,781,066,103 | 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/1u1s1h3/i_gave_my_local_agent_a_real_iphone_opensource/oqs0nbg/ | 1,789,194,875 | batch-priority-2026-summer |
oqsgoj4 | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | MaxKruse96 | 1,781,073,593 | we havent gotten a new model in 5 days and already freak out? bro | 72 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsgoj4/ | 1,789,194,876 | batch-priority-2026-summer |
oqsgxvt | LocalLLaMA | 1u1u9eb | oqsgoj4 | 1 | twack3r | 1,781,073,721 | No, absolutely not freaking out and I’m eg very thankful for mimo v2.5 as well as pro together with both v4 variants.
But there is definitely an observation where the high-end of open weight releases appears to become more gated or straight up inaccessible compared to a few months ago. | 2 | true | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsgxvt/ | 1,789,194,876 | batch-priority-2026-summer |
oqshp3l | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | Charming_Support726 | 1,781,074,094 | No need to hesitate. Everyone was waiting for the Anthropic move and OpenAIs reaction.
IMHO the bigger issue is, that the "Running Locally" community is more concerned in playing hardware and quants than into researching innovtations. "Please tell me how to run an Opus quality model on my 2060. Uncensored"
There is ... | 9 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqshp3l/ | 1,789,194,876 | batch-priority-2026-summer |
oqshqrv | LocalLLaMA | 1u1u9eb | oqsgxvt | 2 | BinaryLoopInPlace | 1,781,074,117 | in diffusion land (well it's no longer diffusion but flow or whatever) we just got an open source image model that's SoTA level. Like, a week ago. | 11 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqshqrv/ | 1,789,194,876 | batch-priority-2026-summer |
oqshrtl | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | indicava | 1,781,074,131 | No reason to think MiniMax won’t deliver on their promise. Although even M2.7 isn’t really a “run at home” model, and word is M3 is bigger. | 2 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqshrtl/ | 1,789,194,876 | batch-priority-2026-summer |
oqsi2oo | LocalLLaMA | 1u1u9eb | oqshqrv | 3 | twack3r | 1,781,074,277 | Awesome! Which model is that? | 1 | true | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsi2oo/ | 1,789,194,876 | batch-priority-2026-summer |
oqsi4xq | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | TheRealMasonMac | 1,781,074,307 | \- GLM 5.2 is coming soon. It’s accessible via the API. It’s unknown if it’ll be open-weighted.
\- K3 is set to be bigger than K2, possibly DSV4-Pro-size or several trillion parameters.
\- On the MiniMax server, they recently announced they were still working on the open-weight release. It seems like they had massive... | 7 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsi4xq/ | 1,789,194,876 | batch-priority-2026-summer |
oqsi5sc | LocalLLaMA | 1u1u9eb | oqsi2oo | 4 | audioen | 1,781,074,318 | Probably Ideogram 4.0. The r/stablediffusion has it all over. | 11 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsi5sc/ | 1,789,194,876 | batch-priority-2026-summer |
oqsiban | LocalLLaMA | 1u1u9eb | oqshrtl | 1 | twack3r | 1,781,074,393 | I think that’s part of the problem with local AI: it’s turned too much into edge device AI. ‚Run at home‘ becomes a synonym to running AI on a gaming GPU and that’s a lot less interesting than running proper Large LLMs locally as a frontier alternative. | 2 | true | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsiban/ | 1,789,194,876 | batch-priority-2026-summer |
oqsih49 | LocalLLaMA | 1u1u9eb | oqsgxvt | 2 | Ok_Zookeepergame8714 | 1,781,074,471 | It's gonna take time for the Fable-like model intelligence to get down to open source models, especially because of the scarcity of compute, but we'll get there - I've tested Fable extensively and it's not hype. It's comparable to the gpt-3.5 --> gpt-4 intelligence improvement. So no AI bubble burst and all this bullsh... | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsih49/ | 1,789,194,876 | batch-priority-2026-summer |
oqsiorq | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | pulse77 | 1,781,074,574 | Most of the currently best open-weight models came out in April 2026 (GLM 5.1, Kimi K2.6, Mimo v2.5 Pro, DeepSeek V4 Pro, MiniMax M2.7, Qwen 3.6, Gemma 4)...
April 2026 is 2 months ago...
It's time to enjoy the spring now...
Winter comes every 12 months... | 38 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsiorq/ | 1,789,194,876 | batch-priority-2026-summer |
oqsj6fd | LocalLLaMA | 1u1u9eb | oqshp3l | 1 | mrgreatheart | 1,781,074,817 | This resonates. I play with my local setup but do my work on frontier plans. I need to start experimenting in earnest with what I can run locally. | 4 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsj6fd/ | 1,789,194,876 | batch-priority-2026-summer |
oqsjobo | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | ea_man | 1,781,075,064 | \> US denizens will be in a position pretty soon where open weight models are most likely considered unamerican, unpatriotic, communist etc.
Didn't NVIDIA just release open source models? Plus a new laptop to run inference?
Google too? Microsoft too? | 9 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsjobo/ | 1,789,194,876 | batch-priority-2026-summer |
oqsjv79 | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | JackStrawWitchita | 1,781,075,159 | Perhaps the 'big models that do everything' days are waning in favour of using lots of small models in agentic workflow chains that actually solve real-world problems...
Everyone I speak to in this space is focusing on smaller models that do one thing extremely well, chained with other smaller models that do another t... | 11 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsjv79/ | 1,789,194,876 | batch-priority-2026-summer |
oqsjvyi | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | DeltaSqueezer | 1,781,075,169 | I'm only on Qwen-3.5-9B. I can still upgrade to 27B and then after that GLM-5.1.
For me, the limiting factor is not the model, but the hardware to run it.
If I had a cheap way to run GLM-5.1 at home, I'd be happy with that for quite a while. | 3 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsjvyi/ | 1,789,194,876 | batch-priority-2026-summer |
oqskkw7 | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | kartblanch | 1,781,075,519 | Qwen 3.6 35b a3b + opus 4.7 distilled uncensored feels the most useful on a 5090 but it still gets stuck in comparison to the bigger models. We will likely see fewer and fewer opensource models in the us as ipo drives these companies to profit. We must create share holder value at all costs. | 4 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqskkw7/ | 1,789,194,876 | batch-priority-2026-summer |
oqsldcz | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | FullstackSensei | 1,781,075,923 | How many 1T+ open weight models do you need? How many are you running locally?
Most people struggle to get a single GPU and 32GB RAM. Even something like GLM isn't something the overwhelming majority can run, even at nerfed quants like Q2.
In reality, 30B class models are already pretty good if you know what you're d... | 5 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsldcz/ | 1,789,194,876 | batch-priority-2026-summer |
oqsq63d | LocalLLaMA | 1u1u9eb | oqsi5sc | 5 | [deleted] | 1,781,078,412 | [deleted] | -2 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsq63d/ | 1,789,194,876 | batch-priority-2026-summer |
oqsr688 | LocalLLaMA | 1u1u9eb | oqsjobo | 1 | Fheredin | 1,781,078,941 | Yeah, that's an...odd conclusion. | 2 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsr688/ | 1,789,194,876 | batch-priority-2026-summer |
oqstce1 | LocalLLaMA | 1u1u9eb | oqsjobo | 1 | SV_SV_SV | 1,781,080,077 | To be fair the Microsoft/Nvidia bastard child most likely won't be running open weight models at OS level, it will be some encrypted blob automatically configured/updated and the shadow OS will process the tokens so "you won't even have to worry about it" | -3 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqstce1/ | 1,789,194,876 | batch-priority-2026-summer |
oqsv240 | LocalLLaMA | 1u1u9eb | oqsiorq | 1 | DistanceSolar1449 | 1,781,080,985 | \- Minimax M3 is closed source, api only
\- Qwen 3.7 is api only
\- GLM 5.2 is api only
Things have changed. Companies don’t release open source models anymore since the Qwen guy got fired. | -3 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsv240/ | 1,789,194,876 | batch-priority-2026-summer |
oqsv3gi | LocalLLaMA | 1u1u9eb | oqskkw7 | 1 | [deleted] | 1,781,081,004 | [removed] | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsv3gi/ | 1,789,194,876 | batch-priority-2026-summer |
oqsvap8 | LocalLLaMA | 1u1u9eb | oqstce1 | 2 | [deleted] | 1,781,081,109 | [removed] | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsvap8/ | 1,789,194,876 | batch-priority-2026-summer |
oqsvu5t | LocalLLaMA | 1u1u9eb | oqsldcz | 1 | imike3049 | 1,781,081,392 | Well anybody can get Nvidia B300 with 288Gb of RAM somewhere on [vast.ai](http://vast.ai) for $4-5/hr, or several of them to play with 1T+ models | 0 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsvu5t/ | 1,789,194,876 | batch-priority-2026-summer |
oqsvu9n | LocalLLaMA | 1u1u9eb | oqsgoj4 | 1 | dark-light92 | 1,781,081,393 | Yes. Of course.
IT'S BEEN 5 DAYS. | 3 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsvu9n/ | 1,789,194,876 | batch-priority-2026-summer |
oqsvup2 | LocalLLaMA | 1u1u9eb | oqsr688 | 2 | DerDave | 1,781,081,399 | Pretty sure this is exactly what's going to happen. Let's see where we stand in 5 years. | 0 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsvup2/ | 1,789,194,876 | batch-priority-2026-summer |
oqsy5wv | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | Kahvana | 1,781,082,619 | I don’t have such a negative outlook on the future.
Research takes time, it’s remarkable how fast the LLM space has moved and far from the norm. It will slow down again, the rate is simply not sustainable.
Failures are part of research. Undercooked deepseek for example isn’t bad, considering it’s the first 1.6T open-... | 5 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqsy5wv/ | 1,789,194,876 | batch-priority-2026-summer |
oqt2tba | LocalLLaMA | 1u1u9eb | 1u1u9eb | 0 | DeepWisdomGuy | 1,781,085,018 | Qwen is saving its release of their dense 3.7 72B until the day before one of the IPOs, lol. (wishful thinking) | 3 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqt2tba/ | 1,789,194,876 | batch-priority-2026-summer |
oqt6v6w | LocalLLaMA | 1u1u9eb | oqsv240 | 2 | Tall-Ad-7742 | 1,781,086,944 | well i would pray and wait a bit because minimax team said they would release it in about 10 days (the weights) maybe we are lucky idk
and where did you get the information about glm 5.2? like i haven't even heard anything about it | 6 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqt6v6w/ | 1,789,194,876 | batch-priority-2026-summer |
oqt6ypa | LocalLLaMA | 1u1u9eb | oqsq63d | 6 | StableLlama | 1,781,086,989 | It is open weight and not open source (as nearly all models) as the sources for the training used isn't available.
Apart from that, being censored or not doesn't change whether it is open weights or source or not. (As it is open weights you can train the censoring away, what you can't do with closed weights).
And apa... | 3 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqt6ypa/ | 1,789,194,876 | batch-priority-2026-summer |
oqt7olr | LocalLLaMA | 1u1u9eb | oqt6v6w | 3 | DistanceSolar1449 | 1,781,087,317 | GLM 5.2 is already on the chinese z.ai website | 2 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqt7olr/ | 1,789,194,876 | batch-priority-2026-summer |
oqt7y0l | LocalLLaMA | 1u1u9eb | oqsvap8 | 3 | SV_SV_SV | 1,781,087,435 | Thanks for the eloquent counterargument. | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqt7y0l/ | 1,789,194,876 | batch-priority-2026-summer |
oqt8lze | LocalLLaMA | 1u1u9eb | oqsgoj4 | 1 | MathmoKiwi | 1,781,087,733 | Winter/spring cycles are measure in hours now
/s | 1 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqt8lze/ | 1,789,194,876 | batch-priority-2026-summer |
oqt94uh | LocalLLaMA | 1u1u9eb | oqt7olr | 4 | Tall-Ad-7742 | 1,781,087,963 | is it a special version or is it just a limited access because i can't find it
for me the api and chat only say glm-5.1 (and older ones) | 4 | false | https://www.reddit.com/r/LocalLLaMA/comments/1u1u9eb/bit_of_a_lull_or_winter_is_coming/oqt94uh/ | 1,789,194,876 | batch-priority-2026-summer |
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