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Best fixed-cost setup for continuous LLM code analysis? | 0 | I’m running continuous LLM-based scans on large code/text directories and looking for a **fixed-cost setup,** doesn’t have to be local, it can be by a service, just predictable.
Goal:
* \*MUST BE\* GPT/Claude - level in \*code\* reasoning.
* Runs continuously without token-based billing
Has anyone found a model + i... | 2025-10-25T00:04:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ofdfe9/best_fixedcost_setup_for_continuous_llm_code/ | Specialist-Buy-9777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ofdfe9 | false | null | t3_1ofdfe9 | /r/LocalLLaMA/comments/1ofdfe9/best_fixedcost_setup_for_continuous_llm_code/ | false | false | self | 0 | null |
Gemma3 model differencies | 0 | Hi,
What is this model, how close it is to the full 27B model?
[https://huggingface.co/ISTA-DASLab/gemma-3-27b-it-GPTQ-4b-128g](https://huggingface.co/ISTA-DASLab/gemma-3-27b-it-GPTQ-4b-128g)
I can see this works with both AMD and Nvidia using vLLM. But its pretty slow with AMD 7900 XTX. | 2025-10-24T23:34:36 | https://www.reddit.com/r/LocalLLaMA/comments/1ofct1j/gemma3_model_differencies/ | Rich_Artist_8327 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ofct1j | false | null | t3_1ofct1j | /r/LocalLLaMA/comments/1ofct1j/gemma3_model_differencies/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '93r8X82mToFl4zysJme1fCIQcxv3yLk21Ift1AcLGuM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/93r8X82mToFl4zysJme1fCIQcxv3yLk21Ift1AcLGuM.png?width=108&crop=smart&auto=webp&s=e53a1e1257a59c6f91ff2155b13ed22bd4e62949', 'width': 108}, {'height': 116, 'url': 'h... |
Strix Halo + RTX 3090 Achieved! Interesting Results... | 27 | Specs: Fedora 43 Server (bare metal, tried via Proxmox but to reduce complexity went BM, will try again), Bosgame M5 128gb AI Max+ 395 (identical board to GMKtek EVO-X2), EVGA FTW3 3090, MinisForum DEG1 eGPU dock with generic m.2 to Oculink adapter + 850w PSU.
Compiled the latest version of llama.cpp with Vulkan RADV ... | 2025-10-24T22:42:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ofboir/strix_halo_rtx_3090_achieved_interesting_results/ | JayTheProdigy16 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ofboir | false | null | t3_1ofboir | /r/LocalLLaMA/comments/1ofboir/strix_halo_rtx_3090_achieved_interesting_results/ | false | false | 27 | null | |
Which big models can I run with an NVIDIA RTX 4070 (8gb VRAM) | 0 | I'm trying to create a setup for Local development because I might start working with sensitive information.
Thank you ♥ | 2025-10-24T22:40:39 | https://www.reddit.com/r/LocalLLaMA/comments/1ofbmra/which_big_models_can_i_run_with_an_nvidia_rtx/ | SchoolOfElectro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ofbmra | false | null | t3_1ofbmra | /r/LocalLLaMA/comments/1ofbmra/which_big_models_can_i_run_with_an_nvidia_rtx/ | false | false | self | 0 | null |
4B fp16 or 8B q4? | 55 | Hey guys,
For my 8GB GPU schould I go for **fp16 but 4B** or **q4 version of 8B**? Any model you particularly want to recommend me? Requirement: basic ChatGPT replacement | 2025-10-24T22:21:45 | Ok-Internal9317 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ofb7mu | false | null | t3_1ofb7mu | /r/LocalLLaMA/comments/1ofb7mu/4b_fp16_or_8b_q4/ | false | false | 55 | {'enabled': True, 'images': [{'id': 'BWZzZHuV3I0hBm_JKUH8nyyZe0yy-iflQ7vyebBDfys', 'resolutions': [{'height': 49, 'url': 'https://preview.redd.it/ukn1akunw4xf1.png?width=108&crop=smart&auto=webp&s=718f328a3bd7464382c766ada63d9e55efacd6e1', 'width': 108}, {'height': 98, 'url': 'https://preview.redd.it/ukn1akunw4xf1.png?... | ||
Copilot consuming code completion usage in VS Code when I'm actually using Continue.dev locally | 0 | Hi everyone, I wanted to ask this if it has happened to someone else. I google a bit but didn't find anything about it.
The thing is I use both Copilot (free tier) and a local setup with Continue and Qwen 2.5 Coder. I like switching the two depending on the work I'm doing. However I just noticed that when I completely... | 2025-10-24T22:21:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ofb7ds/copilot_consuming_code_completion_usage_in_vs/ | Lualcala | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ofb7ds | false | null | t3_1ofb7ds | /r/LocalLLaMA/comments/1ofb7ds/copilot_consuming_code_completion_usage_in_vs/ | false | false | self | 0 | null |
MiniMax M2 is 230B-A10B | 213 | 2025-10-24T22:03:31 | codys12 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ofasus | false | null | t3_1ofasus | /r/LocalLLaMA/comments/1ofasus/minimax_m2_is_230ba10b/ | false | false | 213 | {'enabled': True, 'images': [{'id': '4pjwfQWI8lGwX-zoWCfl6VuT2dkhake1d5MwC31wkuM', 'resolutions': [{'height': 27, 'url': 'https://preview.redd.it/f45v1dx7u4xf1.png?width=108&crop=smart&auto=webp&s=1b3a7b321528b8eae1daf6965c0ac1abaf7010f5', 'width': 108}, {'height': 54, 'url': 'https://preview.redd.it/f45v1dx7u4xf1.png?... | |||
best local uncensored model for code/general use case? | 2 | im getting extremely tired of how censored and unusable the current ai models are, chatgpt is literally unusable to the point where i dont even bother asking questions mostly just using grok since it is a tad bit open -- any time i ask a basic question these AI start preaching ethics and morality which is extremely iro... | 2025-10-24T21:51:22 | https://www.reddit.com/r/LocalLLaMA/comments/1ofaisv/best_local_uncensored_model_for_codegeneral_use/ | bulletsyt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ofaisv | false | null | t3_1ofaisv | /r/LocalLLaMA/comments/1ofaisv/best_local_uncensored_model_for_codegeneral_use/ | false | false | self | 2 | null |
Has vLLM fixed the multiple RTX 6000 Pro problems yet? | 1 | I am looking to get two RTX 6000 Pros to run GLM 4.6 Air, but I know vLLM had problems with the SM\_120 arch, has this been resolved? | 2025-10-24T21:31:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ofa2fs/has_vllm_fixed_the_multiple_rtx_6000_pro_problems/ | MidnightProgrammer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ofa2fs | false | null | t3_1ofa2fs | /r/LocalLLaMA/comments/1ofa2fs/has_vllm_fixed_the_multiple_rtx_6000_pro_problems/ | false | false | self | 1 | null |
What's the easiest way to build a translation model? | 3 | I'm working on a project to translate different languages, but I'm struggling to find an easy way to do it.
Where do you all get your datasets and what models have you been using to train your models? Any guidance would be helpful. My boss will probably fire me if I don't figure this out soon. | 2025-10-24T20:53:13 | https://www.reddit.com/r/LocalLLaMA/comments/1of94xf/whats_the_easiest_way_to_build_a_translation_model/ | EmergencyWay9804 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of94xf | false | null | t3_1of94xf | /r/LocalLLaMA/comments/1of94xf/whats_the_easiest_way_to_build_a_translation_model/ | false | false | self | 3 | null |
Apple Foundation is dumb | 177 | Like the other poster, I’ve found Apple Foundational model to disapprove of lots of content. It’s too safe. Too corporate.
This is the most innocuous example I could come up with. Also attached proof that it even indirectly avoids the word. Google’s model gives me accurate info.
(FYI in case you are not in a region ... | 2025-10-24T20:45:00 | https://www.reddit.com/gallery/1of8xl2 | PM_ME_UR_COFFEE_CUPS | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1of8xl2 | false | null | t3_1of8xl2 | /r/LocalLLaMA/comments/1of8xl2/apple_foundation_is_dumb/ | false | false | 177 | null | |
First run ROCm 7.9 on `gfx1151` `Debian` `Strix Halo` with Comfy default workflow for flux dev fp8 vs RTX 3090 | 11 | Hi i ran a test on gfx1151 - strix halo with ROCm7.9 on Debian @ 6.16.12 with comfy.
Flux, ltxv and few other models which are working in general, i tried to compare it with SM86 - rtx 3090 which is few times faster (but taking also 3 times more energy) depends on the parameters:
for example result from default flux... | 2025-10-24T20:35:34 | https://www.reddit.com/r/LocalLLaMA/comments/1of8pie/first_run_rocm_79_on_gfx1151_debian_strix_halo/ | Educational_Sun_8813 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of8pie | false | null | t3_1of8pie | /r/LocalLLaMA/comments/1of8pie/first_run_rocm_79_on_gfx1151_debian_strix_halo/ | false | false | self | 11 | null |
First attempt at building a local LLM setup in my mini rack | 29 | So I finally got around to attempting to build a local LLM setup.
Got my hands on 3 x Nvidia Jetson Orin nano's and put them into my mini rack and started to see if I could make them into a cluster.
Long story short ... **YES and NOOooo..**
I got all 3 Jetsons running llama.cpp and got them working in a cluster us... | 2025-10-24T20:23:54 | Von_plaf | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1of8f1i | false | null | t3_1of8f1i | /r/LocalLLaMA/comments/1of8f1i/first_attempt_at_building_a_local_llm_setup_in_my/ | false | false | default | 29 | {'enabled': True, 'images': [{'id': 'aseoosei84xf1', 'resolutions': [{'height': 213, 'url': 'https://preview.redd.it/aseoosei84xf1.jpeg?width=108&crop=smart&auto=webp&s=389b1d7fcb055a51ec52129854aa46df979b6022', 'width': 108}, {'height': 426, 'url': 'https://preview.redd.it/aseoosei84xf1.jpeg?width=216&crop=smart&auto=... | |
Built benchmark measuring AI architectural complexity beyond task scores - Claude tops, GPT-4o second | 0 | I developed UFIPC to measure how AI processes information architecturally, not just what it outputs.
Tested 10 frontier models. Found that models with identical benchmark scores can differ significantly in how they actually process information internally.
\*\*Top 5 Results:\*\*
1. Claude Sonnet 4: 0.7845 (highes... | 2025-10-24T20:18:46 | https://www.reddit.com/r/LocalLLaMA/comments/1of8aiv/built_benchmark_measuring_ai_architectural/ | Pleasant-Egg-5347 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of8aiv | false | null | t3_1of8aiv | /r/LocalLLaMA/comments/1of8aiv/built_benchmark_measuring_ai_architectural/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '2q3VzkaccEpgAISFnlrTjJOEwHCDAbP7Fp4M9OLkj7Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2q3VzkaccEpgAISFnlrTjJOEwHCDAbP7Fp4M9OLkj7Y.png?width=108&crop=smart&auto=webp&s=dce1fce597e0216d7a1ccdb1460605e8d48b7e55', 'width': 108}, {'height': 108, 'url': 'h... |
Strix Halo and LM Studio Larger Model Issues | 3 | I can usually run most of the larger models with 96gb vram. However, when I try to increase the context size above 8100, the large models usually fail "allocate pp" bla bla bla. That happens when using models that are 70gb in size down to 45gb in size. Any idea what might be causing this? Thanks. | 2025-10-24T20:15:49 | https://www.reddit.com/r/LocalLLaMA/comments/1of87x5/strix_halo_and_lm_studio_larger_model_issues/ | DewB77 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of87x5 | false | null | t3_1of87x5 | /r/LocalLLaMA/comments/1of87x5/strix_halo_and_lm_studio_larger_model_issues/ | false | false | self | 3 | null |
Keep Ollama Alive w/ Multiple Clients | 0 | I use ollama docker with a keepalive variable of -1 which sets it to never unload (forever). I’ve set openwebui to keepalive = -1 so it keeps things loaded after queries. Problem comes with other clients I use to hit ollama that don’t have keepalive setting options. When they hit ollama it reverts to keepalive 5m. Is t... | 2025-10-24T20:09:51 | https://www.reddit.com/r/LocalLLaMA/comments/1of82gr/keep_ollama_alive_w_multiple_clients/ | Zed-Naught | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of82gr | false | null | t3_1of82gr | /r/LocalLLaMA/comments/1of82gr/keep_ollama_alive_w_multiple_clients/ | false | false | self | 0 | null |
OpenRouter now available in Coplay AI for Unity | 0 | People asked and we listened!
You can now use your own OpenRouter API key to use Coplay for Free.
This means you can let any AI model from OpenRouter do the mundane work for you in Unity.
Coplay is an AI assistant that sits inside Unity.
[https://www.coplay.dev/](https://www.coplay.dev/) | 2025-10-24T19:57:48 | https://v.redd.it/6h7olo1t74xf1 | Josvdw | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1of7rdz | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/6h7olo1t74xf1/DASHPlaylist.mpd?a=1763927881%2CNWE0MjI4MzU0NjkxMTZhMWI5MmZjM2M2ZmE3NTg4NzI3ODc4YTZlY2Y4MTA3MzkyNDc1ZmRjYzgxZTY3MWNlZg%3D%3D&v=1&f=sd', 'duration': 8, 'fallback_url': 'https://v.redd.it/6h7olo1t74xf1/DASH_1080.mp4?source=fallback', 'ha... | t3_1of7rdz | /r/LocalLLaMA/comments/1of7rdz/openrouter_now_available_in_coplay_ai_for_unity/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'dnA1N2VvMXQ3NHhmMVyljrMKl0baJ_96bzPHyUhGbFXxGh1YE0gwcUu8uBz-', 'resolutions': [{'height': 189, 'url': 'https://external-preview.redd.it/dnA1N2VvMXQ3NHhmMVyljrMKl0baJ_96bzPHyUhGbFXxGh1YE0gwcUu8uBz-.png?width=108&crop=smart&format=pjpg&auto=webp&s=3d86fd212f24b68265868c066847050a39ef... | |
Favorite models for stories, sci fi especially? In particular im looking for something that can handle star trek fanfiction. | 0 | Been using Cydonia mostly, but it has problems.
Are there any trained on star trek scripts, and novels? See my problem is, most models constantly mix up the crews, or if I tell it to set on an original ship, suddenly it will switch it to the enterprise D, or Riker will show up out of nowhere. Or even when its tn... | 2025-10-24T19:55:34 | https://www.reddit.com/r/LocalLLaMA/comments/1of7pcx/favorite_models_for_stories_sci_fi_especially_in/ | AI_Renaissance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of7pcx | false | null | t3_1of7pcx | /r/LocalLLaMA/comments/1of7pcx/favorite_models_for_stories_sci_fi_especially_in/ | false | false | self | 0 | null |
DeepSeek just beat GPT5 in crypto trading! | 0 | As South China Morning Post reported, Alpha Arena gave 6 major AI models $10,000 each to trade crypto on Hyperliquid. Real money, real trades, all public wallets you can watch live.
All 6 LLMs got the exact same data and prompts. Same charts, same volume, same everything. The only difference is how they think from the... | 2025-10-24T19:53:35 | MarketingNetMind | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1of7nkd | false | null | t3_1of7nkd | /r/LocalLLaMA/comments/1of7nkd/deepseek_just_beat_gpt5_in_crypto_trading/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '11c2r2z174xf1', 'resolutions': [{'height': 61, 'url': 'https://preview.redd.it/11c2r2z174xf1.png?width=108&crop=smart&auto=webp&s=980bd8c1869bd312ea1f29c595121d53207e850a', 'width': 108}, {'height': 122, 'url': 'https://preview.redd.it/11c2r2z174xf1.png?width=216&crop=smart&auto=web... | |
With `--n-cpu-moe`, how much can I gain from CPU-side upgrades? RAM, CPU, motherboard etc.? | 7 | I finally got into using llama.cpp with MoE models loading all the attn layers onto the GPU and partially offloading experts to the CPU. Right now I'm on DDR4 and PCIe 4.0 with a fast 32GB GPU.
Just wondering if it's worth it to upgrade to DDR5 RAM? I'll need a new motherboard. Also: would a faster CPU help? Will t... | 2025-10-24T19:50:05 | https://www.reddit.com/r/LocalLLaMA/comments/1of7kji/with_ncpumoe_how_much_can_i_gain_from_cpuside/ | billy_booboo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of7kji | false | null | t3_1of7kji | /r/LocalLLaMA/comments/1of7kji/with_ncpumoe_how_much_can_i_gain_from_cpuside/ | false | false | self | 7 | null |
MiniMax-M2 Info (from OpenRouter discord) | 60 | MiniMax M2 — A Gift for All Developers on the 1024 Festival"
Top 5 globally, surpassing Claude Opus 4.1 and second only to Sonnet 4.5; state-of-the-art among open-source models. Reengineered for coding and agentic use—open-source SOTA, highly intelligent, with low latency and cost. We believe it's one of the best choi... | 2025-10-24T19:45:21 | https://www.reddit.com/r/LocalLLaMA/comments/1of7gcb/minimaxm2_info_from_openrouter_discord/ | nuclearbananana | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of7gcb | false | null | t3_1of7gcb | /r/LocalLLaMA/comments/1of7gcb/minimaxm2_info_from_openrouter_discord/ | false | false | 60 | null | |
Jaka do podejmowania prostych decyzji? | 0 | Cześć, mam pytanie dotyczace zakupu wlasnego zestawu zdolnego uruchomic przyzwoity model llm. Chcialbym uzyskac asystenta, ktory pomoze mi w podejmowaniu decyzji na podstawie okreslonego wzorca. Utworzy krotkie podsumowanie (rzeczowe). Bedzie obslugiwal mcp. Mam cel wydac 20 tysiecy plnów, no chyba ze 'troche' wiecej a... | 2025-10-24T19:41:15 | https://www.reddit.com/r/LocalLLaMA/comments/1of7cnq/jaka_do_podejmowania_prostych_decyzji/ | Fit_Asparagus_6426 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of7cnq | false | null | t3_1of7cnq | /r/LocalLLaMA/comments/1of7cnq/jaka_do_podejmowania_prostych_decyzji/ | false | false | self | 0 | null |
You can turn off the cloud, this + solar panel will suffice: | 71 | 2025-10-24T19:34:13 | JLeonsarmiento | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1of769j | false | null | t3_1of769j | /r/LocalLLaMA/comments/1of769j/you_can_turn_off_the_cloud_this_solar_panel_will/ | false | false | default | 71 | {'enabled': True, 'images': [{'id': 'a0svyfed34xf1', 'resolutions': [{'height': 31, 'url': 'https://preview.redd.it/a0svyfed34xf1.png?width=108&crop=smart&auto=webp&s=927071e139e09a310d41f47cbd2b3a92b2863838', 'width': 108}, {'height': 63, 'url': 'https://preview.redd.it/a0svyfed34xf1.png?width=216&crop=smart&auto=webp... | ||
Total AI bro death | 0 | Kill AI bros. Behead AI bros. Roundhouse kick a AI bro into the concrete. Slam dunk an Ipad baby into the trashcan. Crucify filthy Cathedraites. Defecate in a AI bros food. Launch AI bros into the sun. Stir fry AI bros in a wok. Toss AI bros into active volcanoes. Urinate into a AI bro's data center. Judo throw AI bro ... | 2025-10-24T19:15:24 | https://www.reddit.com/r/LocalLLaMA/comments/1of6oyz/total_ai_bro_death/ | arg_seeker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of6oyz | false | null | t3_1of6oyz | /r/LocalLLaMA/comments/1of6oyz/total_ai_bro_death/ | false | false | self | 0 | null |
What's the difference between Nvidia DG Spark OS and Ubuntu + CUDA dev stack? | 0 | A friend of mine wants to buy the DG Spark, but replace its OS with Ubuntu + CUDA open-source dev stack.
I think it's pointless, but I don't know shit on the subject. What do you think? Is there any difference between the two? Thanks | 2025-10-24T19:12:20 | https://www.reddit.com/r/LocalLLaMA/comments/1of6m7q/whats_the_difference_between_nvidia_dg_spark_os/ | Ill_Barber8709 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of6m7q | false | null | t3_1of6m7q | /r/LocalLLaMA/comments/1of6m7q/whats_the_difference_between_nvidia_dg_spark_os/ | false | false | self | 0 | null |
Use Local LLM on your terminal with filesystem handling | 6 | For those running local AI models with ollama or LM studio,
you can use the Xandai CLI tool to create and edit code directly from your terminal.
It also supports natural language commands, so if you don’t remember a specific command, you can simply ask Xandai to do it for you. For example:
“List the 50 largest fil... | 2025-10-24T19:11:24 | https://v.redd.it/vkejdpu9z3xf1 | Sea-Reception-2697 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1of6lcf | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/vkejdpu9z3xf1/DASHPlaylist.mpd?a=1763925096%2CNjQ5OWNkOWUxZDZmNjA1OTRhY2Q1Y2FkNTI1ZGZlYTM5YWQ0NTNmYzJkODVmYjA3ZGJiYzliNmE0ZWMzYTg1Yg%3D%3D&v=1&f=sd', 'duration': 139, 'fallback_url': 'https://v.redd.it/vkejdpu9z3xf1/DASH_1080.mp4?source=fallback', '... | t3_1of6lcf | /r/LocalLLaMA/comments/1of6lcf/use_local_llm_on_your_terminal_with_filesystem/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'M2Q1OGpvdTl6M3hmMWeU_7mDURBNP1Sda2-z7G3nNT97YS2GcY0AFck-U5_D', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/M2Q1OGpvdTl6M3hmMWeU_7mDURBNP1Sda2-z7G3nNT97YS2GcY0AFck-U5_D.png?width=108&crop=smart&format=pjpg&auto=webp&s=1cc2f3ec1e0a5aeb10d575480c4ddf5ae7bf6... | |
Tool Calling with Gemma3 and LLama.cpp | 1 | I finally made the switch from llama and occasionally LMStudio to llama.cpp and llama-swap, and it's perfect so far. There's just one issue I have: tool calling with Gemma 3. In LMStudio, this worked out of the box. I know this issue is a bit older, but i really couldn't find a definitive answer on this. How do you guy... | 2025-10-24T19:03:51 | https://www.reddit.com/r/LocalLLaMA/comments/1of6efq/tool_calling_with_gemma3_and_llamacpp/ | And1mon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of6efq | false | null | t3_1of6efq | /r/LocalLLaMA/comments/1of6efq/tool_calling_with_gemma3_and_llamacpp/ | false | false | self | 1 | null |
What’s even the goddamn point? | 1,762 | To be fair I will probably never use this model for any real use cases, but these corporations do need to go a little easy on the restrictions and be less paranoid. | 2025-10-24T18:47:20 | ChockyBlox | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1of5ywl | false | null | t3_1of5ywl | /r/LocalLLaMA/comments/1of5ywl/whats_even_the_goddamn_point/ | false | false | default | 1,762 | {'enabled': True, 'images': [{'id': '9fjtexb9v3xf1', 'resolutions': [{'height': 96, 'url': 'https://preview.redd.it/9fjtexb9v3xf1.jpeg?width=108&crop=smart&auto=webp&s=a91ac385c1128702f31dd33fc4960185ec115697', 'width': 108}, {'height': 192, 'url': 'https://preview.redd.it/9fjtexb9v3xf1.jpeg?width=216&crop=smart&auto=w... | |
KIMI K2 CODING IS AMAZING | 0 | WOW WOW WOW I CANT EVEN BELIEVE IT. WHY DO PEOPLE EVEN USE CLAUDE?? Claude is so much worse compared to kimi k2. Why arent more people talking about kimi k2? | 2025-10-24T18:44:47 | https://www.reddit.com/r/LocalLLaMA/comments/1of5wkt/kimi_k2_coding_is_amazing/ | Used-Nectarine5541 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of5wkt | false | null | t3_1of5wkt | /r/LocalLLaMA/comments/1of5wkt/kimi_k2_coding_is_amazing/ | false | false | self | 0 | null |
Performance of GLM 4.5 Air FP8 on Dual RTX 6000 Pro? | 2 | Anyone running GLM 4.5 Air FP8 completely on two RTX 6000 Pro? I am curious about PP and TG speeds, ideally at low and high context. | 2025-10-24T18:40:11 | https://www.reddit.com/r/LocalLLaMA/comments/1of5sg9/performance_of_glm_45_air_fp8_on_dual_rtx_6000_pro/ | MidnightProgrammer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of5sg9 | false | null | t3_1of5sg9 | /r/LocalLLaMA/comments/1of5sg9/performance_of_glm_45_air_fp8_on_dual_rtx_6000_pro/ | false | false | self | 2 | null |
Benchmarking the DGX Spark against the RTX 3090 | 27 | Ollama has benchmarked the DGX Spark for some of the models in their own collection. They also have released the benchmark script for the test. They used Spark firmware 580.95.05 and Ollama v0.12.6.
https://ollama.com/blog/nvidia-spark-performance
I did a comparison of their numbers on the DGX Spark vs my own RTX 309... | 2025-10-24T18:07:49 | https://www.reddit.com/r/LocalLLaMA/comments/1of4ypq/benchmarking_the_dgx_spark_against_the_rtx_3090/ | florinandrei | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of4ypq | false | null | t3_1of4ypq | /r/LocalLLaMA/comments/1of4ypq/benchmarking_the_dgx_spark_against_the_rtx_3090/ | false | false | self | 27 | {'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM.png?width=108&crop=smart&auto=webp&s=3dc759de0e8fa36d241c5728d41ee3cf022cab96', 'width': 108}, {'height': 113, 'url': 'h... |
What’s the one AI tool workflow bottleneck you keep hitting and wish someone would just solve? | 0 | Hi everyone
I’m building tools around creative workflows and AI (think of tools that understand your intent, learn your taste, reduce busywork).
But before building, I want to ground myself in the real pain points you face.
So I’d love your take:
• What’s an AI tool or AI-powered workflow you use or tried, that seeme... | 2025-10-24T18:01:35 | https://www.reddit.com/r/LocalLLaMA/comments/1of4ssh/whats_the_one_ai_tool_workflow_bottleneck_you/ | No-Programmer-4602 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of4ssh | false | null | t3_1of4ssh | /r/LocalLLaMA/comments/1of4ssh/whats_the_one_ai_tool_workflow_bottleneck_you/ | false | false | self | 0 | null |
New AI browser — clean design and contextual answers | 1 | [removed] | 2025-10-24T17:41:58 | https://www.reddit.com/r/LocalLLaMA/comments/1of4a8q/new_ai_browser_clean_design_and_contextual_answers/ | Ok-Act-8316 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of4a8q | false | null | t3_1of4a8q | /r/LocalLLaMA/comments/1of4a8q/new_ai_browser_clean_design_and_contextual_answers/ | false | false | self | 1 | null |
Test results for various models' ability to give structured responses via LM Studio. Spoiler: Qwen3 won | 11 | Did a simple test on few Local Models to see how consistently they'd follow JSON Schema when requesting structured output from LM Studio. Results:
Model | Pass Percentage | Notes (50 runs per model)
:-|:-|:-
glm-4.5-air | 86% | M3MAX; 24.19 tok/s; 2 Incomplete Response Errors; 5 Schema Violation Errors
google/gemma-3-... | 2025-10-24T17:21:56 | https://www.reddit.com/r/LocalLLaMA/comments/1of3r61/test_results_for_various_models_ability_to_give/ | zenmagnets | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of3r61 | false | null | t3_1of3r61 | /r/LocalLLaMA/comments/1of3r61/test_results_for_various_models_ability_to_give/ | true | false | spoiler | 11 | {'enabled': False, 'images': [{'id': 'm9aX9-00n4bZSYcepRepxhPLrZXwDEzLjxhc_JlehvE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/m9aX9-00n4bZSYcepRepxhPLrZXwDEzLjxhc_JlehvE.png?width=108&crop=smart&auto=webp&s=8464b6c3eada481b2c504a98d5b5d516a1fd22c5', 'width': 108}, {'height': 108, 'url': 'h... |
Looking for an arXiv endorser (cs.CV) — “Bullseye”: A Modular Multimodal Document Intelligence System 🎯 | 1 | [removed] | 2025-10-24T17:12:47 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1of3iqa | false | null | t3_1of3iqa | /r/LocalLLaMA/comments/1of3iqa/looking_for_an_arxiv_endorser_cscv_bullseye_a/ | false | false | default | 1 | null | ||
Looking for an arXiv endorser (cs.CV) — “Bullseye”: A Modular Multimodal Document Intelligence System 🎯 | 1 | [removed] | 2025-10-24T17:09:39 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1of3fvi | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/dze2ooord3xf1/DASHPlaylist.mpd?a=1763917792%2CZGM0ZDdiMmU1MGU0ZjY3YWExZTc4MmFjZmJlNjhlYjYzOTgyMWI4NjdmMDNlYjVkYWNmZDllNDdlMzhkNzg2ZQ%3D%3D&v=1&f=sd', 'duration': 30, 'fallback_url': 'https://v.redd.it/dze2ooord3xf1/DASH_1080.mp4?source=fallback', 'h... | t3_1of3fvi | /r/LocalLLaMA/comments/1of3fvi/looking_for_an_arxiv_endorser_cscv_bullseye_a/ | false | false | default | 1 | null | ||
Looking for an arXiv endorser (cs.CV) — “Bullseye”: A Modular Multimodal Document Intelligence System 🎯 | 1 | [removed] | 2025-10-24T17:08:23 | https://v.redd.it/itn3pxwcd3xf1 | BlacksmithEvening650 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1of3ep9 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/itn3pxwcd3xf1/DASHPlaylist.mpd?a=1763917719%2CN2JlN2I5YWRmY2U5MzcxOTY1OTllMjg5NGE4NjRhZjY0ZjE2NmNiMWI2MjczZTJiYWU4M2E5MTM5M2RjM2YzMg%3D%3D&v=1&f=sd', 'duration': 30, 'fallback_url': 'https://v.redd.it/itn3pxwcd3xf1/DASH_1080.mp4?source=fallback', 'h... | t3_1of3ep9 | /r/LocalLLaMA/comments/1of3ep9/looking_for_an_arxiv_endorser_cscv_bullseye_a/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'bW9vOHV2d2NkM3hmMW9IkdO1P53IU-f_HwTAG0kLUKhyhjJV7I58T-hYxUOF', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/bW9vOHV2d2NkM3hmMW9IkdO1P53IU-f_HwTAG0kLUKhyhjJV7I58T-hYxUOF.png?width=108&crop=smart&format=pjpg&auto=webp&s=8df573c571f34db035426cd10beb33b794178... | |
Do you think these two prompt outputs looks A LOT like quantization to you? GPT-5 Free-Tier vs GPT-5 plus-Tier. | 0 | I know its out of place but I hope the you will understand. I post this here because over on r/Chat\-GPT i don't expect the community to be familiar with the term quantization let alone have any experience with its effects on outputs. Therefore i think this is the most appropriate place to get decent opinion.
Long st... | 2025-10-24T17:01:12 | https://www.reddit.com/r/LocalLLaMA/comments/1of37x4/do_you_think_these_two_prompt_outputs_looks_a_lot/ | Ok-Application-2261 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of37x4 | false | null | t3_1of37x4 | /r/LocalLLaMA/comments/1of37x4/do_you_think_these_two_prompt_outputs_looks_a_lot/ | false | false | 0 | null | |
12GB VRAM good enough for any of the Wan 2.1 or 2.2 variants for IMG to Video? | 2 | Hi there. Same question as above - just trying to see if I could run any quantized versions with my hardware. Also if anyone can give me some bench marks (like how many minutes to produce how many seconds of video). | 2025-10-24T16:57:25 | https://www.reddit.com/r/LocalLLaMA/comments/1of348q/12gb_vram_good_enough_for_any_of_the_wan_21_or_22/ | Head-Investigator540 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of348q | false | null | t3_1of348q | /r/LocalLLaMA/comments/1of348q/12gb_vram_good_enough_for_any_of_the_wan_21_or_22/ | false | false | self | 2 | null |
11 AM PDT: Developer Q&A Livestream: NVIDIA DGX Spark | 1 | [removed] | 2025-10-24T16:46:13 | https://www.reddit.com/r/LocalLLaMA/comments/1of2tog/11_am_pdt_developer_qa_livestream_nvidia_dgx_spark/ | PDXcoder2000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of2tog | false | null | t3_1of2tog | /r/LocalLLaMA/comments/1of2tog/11_am_pdt_developer_qa_livestream_nvidia_dgx_spark/ | false | false | 1 | null | |
OpenAI didn’t open source the Apps SDK… so I did | 1 | Hey everyone,
You might have seen open AI apps SDK where you can use apps directly inside chatGPT, it caught my eye and I was extremely interested in that.
The only problem is they haven't open sourced it just like how anthropic did with MCPs. Since then I started working on this SDK which serves the same purpose and... | 2025-10-24T16:38:02 | https://www.reddit.com/r/LocalLLaMA/comments/1of2m1l/openai_didnt_open_source_the_apps_sdk_so_i_did/ | maneesh_sandra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of2m1l | false | null | t3_1of2m1l | /r/LocalLLaMA/comments/1of2m1l/openai_didnt_open_source_the_apps_sdk_so_i_did/ | false | false | 1 | null | |
Text Generation WebUI | 4 | I am going in circles on this. GUFF models (quantized) will run except on llama.cpp and they are extremely slow (RTX 3090). I am told that I am supposed to use ExLama but they simply will not load or install. Various errors, file names too long. Memory errors.
Does Text Generation Web UI not come "out of the box"... | 2025-10-24T16:19:13 | https://www.reddit.com/r/LocalLLaMA/comments/1of24j0/text_generation_webui/ | bigbob1061 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of24j0 | false | null | t3_1of24j0 | /r/LocalLLaMA/comments/1of24j0/text_generation_webui/ | false | false | self | 4 | null |
😎 Unified Offline LLM, Vision & Speech on Android – ai‑core 0.1 Stable | 4 | Hi everyone!
There’s a sea of AI models out there – Llama, Qwen, Whisper, LLaVA… each with its own library, language binding, and storage format. Switching between them forces you either to write a ton of boiler‑plate code or ship multiple native libraries with your app.
\*\*ai‑core\*\* solves that.
It exposes \... | 2025-10-24T16:00:26 | https://www.reddit.com/r/LocalLLaMA/comments/1of1mq4/unified_offline_llm_vision_speech_on_android/ | DarkEngine774 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of1mq4 | false | null | t3_1of1mq4 | /r/LocalLLaMA/comments/1of1mq4/unified_offline_llm_vision_speech_on_android/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'pUlSrVoO9o-hFyqyQP3QyMIWLJUACgcq1fSsLNod1l4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/pUlSrVoO9o-hFyqyQP3QyMIWLJUACgcq1fSsLNod1l4.png?width=108&crop=smart&auto=webp&s=52757a36237eea7152f8c828a0bc29a4514a67da', 'width': 108}, {'height': 108, 'url': 'h... |
PC for Local AI. Good enough? | 4 | Does this PC is good enough for running fast decent local llms and video generators?
I'm getting this for $3,450. Is it worth it?
Thanks!
System Specs:
Processor
Intel® Core™ Ultra 9 285K Processor (E-cores up to 4.60 GHz P-cores up to 5.50 GHz)
Operating System
Windows 11 Pro 64
Graphic Card
NVIDIA® GeForce RTX™... | 2025-10-24T15:54:52 | https://www.reddit.com/r/LocalLLaMA/comments/1of1hgr/pc_for_local_ai_good_enough/ | ecg07 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of1hgr | false | null | t3_1of1hgr | /r/LocalLLaMA/comments/1of1hgr/pc_for_local_ai_good_enough/ | false | false | self | 4 | null |
Pardus CLI: The gemini CLI integrate with ollama | 1 | Huh, I love Google so much. (Actually, if Google loves my design, feel free to use it—I love Google, hahaha!) But basically, I don’t like the login, so I decided to use Gemini. I created this Pardus CLI to fix that issue. There’s no difference, just localhost. Lol. If you really love it, please give us a lovely, adorab... | 2025-10-24T15:38:10 | https://www.reddit.com/r/LocalLLaMA/comments/1of11vp/pardus_cli_the_gemini_cli_integrate_with_ollama/ | jasonhon2013 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of11vp | false | null | t3_1of11vp | /r/LocalLLaMA/comments/1of11vp/pardus_cli_the_gemini_cli_integrate_with_ollama/ | false | false | self | 1 | null |
Little ML book club - reading Ultra-scale playbook | 1 | 2025-10-24T15:35:38 | https://blog.faillearnrepeat.net/blog/little-ml-book-club/ | aigoncharov | blog.faillearnrepeat.net | 1970-01-01T00:00:00 | 0 | {} | 1of0zkk | false | null | t3_1of0zkk | /r/LocalLLaMA/comments/1of0zkk/little_ml_book_club_reading_ultrascale_playbook/ | false | false | default | 1 | null | |
GLM 4.6 coding Benchmarks | 49 | Did they fake Coding benchmarks where it is visible GLM 4.6 is neck to neck with Claude Sonnet 4.5 however, in real world Use it is not even close to Sonnet when it comes Debug or Efficient problem solving.
But yeah, GLM can generate massive amount of Coding tokens in one prompt. | 2025-10-24T15:33:10 | https://www.reddit.com/r/LocalLLaMA/comments/1of0xc1/glm_46_coding_benchmarks/ | IndependentFresh628 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of0xc1 | false | null | t3_1of0xc1 | /r/LocalLLaMA/comments/1of0xc1/glm_46_coding_benchmarks/ | false | false | self | 49 | null |
Built a fully local, on-device AI Scribe for clinicians — finally real, finally private | 49 | Hey everyone,
After two years of tinkering nights and weekends, I finally built what I had in mind: a **fully local, on-device AI scribe** for clinicians.
👉 Records, transcribes, and generates structured notes — **all running locally on your Mac**, no cloud, no API calls, no data leaving your device.
The system use... | 2025-10-24T15:29:12 | https://v.redd.it/fhq9jnlpu2xf1 | MajesticAd2862 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1of0tnr | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/fhq9jnlpu2xf1/DASHPlaylist.mpd?a=1763911765%2CMWFkNDU2Y2I3NjA4YzY0ZmFjM2RiMDUwOWZlZDc1ZTM3ZmQxYjY3MjEyMzJhMWRkYjYxYzVhZDI2MDAzM2MyZQ%3D%3D&v=1&f=sd', 'duration': 26, 'fallback_url': 'https://v.redd.it/fhq9jnlpu2xf1/DASH_1080.mp4?source=fallback', 'h... | t3_1of0tnr | /r/LocalLLaMA/comments/1of0tnr/built_a_fully_local_ondevice_ai_scribe_for/ | false | false | 49 | {'enabled': False, 'images': [{'id': 'dTBucnhtbHB1MnhmMbBjCm2a85KdqkMjM1vyg4FaNP4KyPH0k1X5BnGsr-w4', 'resolutions': [{'height': 70, 'url': 'https://external-preview.redd.it/dTBucnhtbHB1MnhmMbBjCm2a85KdqkMjM1vyg4FaNP4KyPH0k1X5BnGsr-w4.png?width=108&crop=smart&format=pjpg&auto=webp&s=f35968a42923240ab2090ee9341ecaeb8be40... | |
Can I get similar experience running local LLMs compared to Claude Code (Sonnet 4.5)? | 0 | Hopefully this has not been asked before, but I started using Claude about 6mos ago via the Max plan. As an infrastructure engineer, I use Claude code (Sonnet 4.5) to write simple to complex automation projects including Ansible, custom automation tools in python/bash/go programs, MCPs, etc. Claude code has been extr... | 2025-10-24T15:25:30 | https://www.reddit.com/r/LocalLLaMA/comments/1of0q30/can_i_get_similar_experience_running_local_llms/ | Significant_Chef_945 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of0q30 | false | null | t3_1of0q30 | /r/LocalLLaMA/comments/1of0q30/can_i_get_similar_experience_running_local_llms/ | false | false | self | 0 | null |
Building an LLM-powered web app navigator; need help translating model outputs into real actions | 2 | I’m working on a personal project where I’m building an LLM-powered web app navigator. Basically, I want to be able to give it a task like “create a new Reddit post,” and it should automatically open Reddit and make the post on its own.
My idea is to use an LLM that takes a screenshot of the current page, the overall ... | 2025-10-24T15:18:39 | https://www.reddit.com/r/LocalLLaMA/comments/1of0jqx/building_an_llmpowered_web_app_navigator_need/ | __proximity__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1of0jqx | false | null | t3_1of0jqx | /r/LocalLLaMA/comments/1of0jqx/building_an_llmpowered_web_app_navigator_need/ | false | false | self | 2 | null |
GLM 4.6 Air still in training | 1 | 2025-10-24T15:15:51 | jacek2023 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1of0h26 | false | null | t3_1of0h26 | /r/LocalLLaMA/comments/1of0h26/glm_46_air_still_in_training/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'vpc0royit2xf1', 'resolutions': [{'height': 68, 'url': 'https://preview.redd.it/vpc0royit2xf1.png?width=108&crop=smart&auto=webp&s=022b46ec95eb3afff36cc042e305dde735809de0', 'width': 108}, {'height': 137, 'url': 'https://preview.redd.it/vpc0royit2xf1.png?width=216&crop=smart&auto=web... | ||
don't pay monthly for this to happen. | 0 | "No one can get an AI to give a scientific score of 10, based on empirical criteria of grounding, testability, and predictability, to a stupid theory like 'the Earth is shaped like a banana.'
Well, I DID it. My theory is as stupid as a toddler's. I basically say that "13 is the final truth of the universe, life and ev... | 2025-10-24T14:50:48 | https://www.reddit.com/r/LocalLLaMA/comments/1oezt52/dont_pay_monthly_for_this_to_happen/ | Ok_Priority_4635 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oezt52 | false | null | t3_1oezt52 | /r/LocalLLaMA/comments/1oezt52/dont_pay_monthly_for_this_to_happen/ | false | false | self | 0 | null |
AMD Local LLM? | 5 | I got ahold of one of [THESE BAD BOYS](https://www.amazon.com/GPD-Win-8840U-32GB-Gameplayer-Touchscreen/dp/B0BZWQCY8D?th=1)
AMD Ryzen A1 9 HX-370 processor, 12 Cores/24 Threads. Base Frequency 2 GHz Max Turbo Frequency Up to 5.1 Ghz Graphics: AMD Radeon 780M RNDA3 Graphics card. graphics framework 12 graphics cores / ... | 2025-10-24T14:26:37 | https://www.reddit.com/r/LocalLLaMA/comments/1oez6t9/amd_local_llm/ | chisleu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oez6t9 | false | null | t3_1oez6t9 | /r/LocalLLaMA/comments/1oez6t9/amd_local_llm/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'wyRlnnC4nIHWRfWMUIBnHvHMsP98N9mROJtKXbnwKWI', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/wyRlnnC4nIHWRfWMUIBnHvHMsP98N9mROJtKXbnwKWI.png?width=108&crop=smart&auto=webp&s=c7ef9713fb4fbf51d0d7da30fb558f95324a395b', 'width': 108}, {'height': 113, 'url': 'h... |
Would it be possible to stream screen rendering directly into the model? | 0 | I'm curious if this would be a faster alternative to screenshotting for computer use agents, is there any project that attempted something similar? | 2025-10-24T14:25:51 | https://www.reddit.com/r/LocalLLaMA/comments/1oez62m/would_it_be_possible_to_stream_screen_rendering/ | previse_je_sranje | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oez62m | false | null | t3_1oez62m | /r/LocalLLaMA/comments/1oez62m/would_it_be_possible_to_stream_screen_rendering/ | false | false | self | 0 | null |
What’s the best AI coding agent to use with GLM-4.6? | 32 | I’ve been using OpenCode with GLM-4.6, and it’s been my top pick so far. Has anyone found a better option? | 2025-10-24T14:25:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oez5lm/whats_the_best_ai_coding_agent_to_use_with_glm46/ | Federal_Spend2412 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oez5lm | false | null | t3_1oez5lm | /r/LocalLLaMA/comments/1oez5lm/whats_the_best_ai_coding_agent_to_use_with_glm46/ | false | false | self | 32 | null |
[🪨 Onyx v2.0.0] Self-hosted chat and RAG - now with FOSS repo, SSO, new design/colors, and projects! | 70 | Hey friends, I’ve got a big Onyx update for you guys!
I heard your feedback loud and clear last time - and thanks to the great suggestions I’ve 1/ released a fully FOSS, MIT-licensed version of Onyx, 2/ open-sourced OIDC/SAML, and 3/ did a complete makeover of the design and colors.
If you don’t know - Onyx is an o... | 2025-10-24T14:19:13 | https://www.reddit.com/gallery/1oeyzxq | Weves11 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oeyzxq | false | null | t3_1oeyzxq | /r/LocalLLaMA/comments/1oeyzxq/onyx_v200_selfhosted_chat_and_rag_now_with_foss/ | false | false | 70 | null | |
Starter Inference Machine for Coding | 0 | Hey All,
I would love some feedback on how to create an in home inference machine for coding.
Qwen3-Coder-72B is the model I want to run on the machine
I have looked into the DGX Spark... but this doesn't seem scalable for a home lab, meaning I can't add more hardware to it if I needed more RAM/GPU. I am thinking l... | 2025-10-24T14:08:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oeyq63/starter_inference_machine_for_coding/ | Excellent_Koala769 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeyq63 | false | null | t3_1oeyq63 | /r/LocalLLaMA/comments/1oeyq63/starter_inference_machine_for_coding/ | false | false | self | 0 | null |
GLM coding plan vs. Kimi coding plan? | 1 | [removed] | 2025-10-24T13:57:36 | https://www.reddit.com/r/LocalLLaMA/comments/1oeyggf/glm_coding_plan_vs_kimi_coding_plan/ | Odd_Housing6334 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeyggf | false | null | t3_1oeyggf | /r/LocalLLaMA/comments/1oeyggf/glm_coding_plan_vs_kimi_coding_plan/ | false | false | self | 1 | null |
If you only need English, do you get better performance/per #B parameters vs. a multilingual model? | 0 | Does the model benefit an English only user if it was trained with multiple languages. Can it “take” other language data and in essence provide English response based on what it learned in Chinese datasets?
| 2025-10-24T13:53:17 | https://www.reddit.com/r/LocalLLaMA/comments/1oeycso/if_you_only_need_english_do_you_get_better/ | SameIsland1168 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeycso | false | null | t3_1oeycso | /r/LocalLLaMA/comments/1oeycso/if_you_only_need_english_do_you_get_better/ | false | false | self | 0 | null |
Didn't realize the GLM coding plan was this cheap right now. | 1 | [removed] | 2025-10-24T13:53:16 | https://www.reddit.com/r/LocalLLaMA/comments/1oeycs2/didnt_realize_the_glm_coding_plan_was_this_cheap/ | Odd_Housing6334 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeycs2 | false | null | t3_1oeycs2 | /r/LocalLLaMA/comments/1oeycs2/didnt_realize_the_glm_coding_plan_was_this_cheap/ | false | false | self | 1 | null |
LLMs can get "brain rot", The security paradox of local LLMs and many other LLM related links from Hacker News | 0 | Hey there, I am creating a [weekly newsletter](https://eomail4.com/web-version?p=3dca95f4-b0b6-11f0-9a6b-cbac77d566c0&pt=campaign&t=1761312865&s=e7b97697a9ab1b6bc2e0bd8399075dd6176e322040327c8ef999b7f3c60cda6a) with the best AI links shared on Hacker News - it has an LLMs section and here are some highlights (AI genera... | 2025-10-24T13:48:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oey8ma/llms_can_get_brain_rot_the_security_paradox_of/ | alexeestec | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oey8ma | false | null | t3_1oey8ma | /r/LocalLLaMA/comments/1oey8ma/llms_can_get_brain_rot_the_security_paradox_of/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '9VOpXynECb0gQHa7WCi-5Rfu8XYSDqw989DJ2CFyVwY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/9VOpXynECb0gQHa7WCi-5Rfu8XYSDqw989DJ2CFyVwY.png?width=108&crop=smart&auto=webp&s=29adfff069500d4191ea59673e6c02d0de582b43', 'width': 108}, {'height': 108, 'url': 'h... |
Local Llama: nem local e nem Llama | 0 | Lembro de quando acompanha esse sub sedento por novos modelos que eu pudesse rodar localmente, no meu velho computador. Isso, infelizmente, tem se tornado muito, muito raro.
Boa parte dos novos modelos abertos ou precisam de hardware a nível de servidor ou se computadores de consumo muito, muito, muito caros.
Com is... | 2025-10-24T13:47:06 | https://www.reddit.com/r/LocalLLaMA/comments/1oey7gv/local_llama_nem_local_e_nem_llama/ | CodeAnguish | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oey7gv | false | null | t3_1oey7gv | /r/LocalLLaMA/comments/1oey7gv/local_llama_nem_local_e_nem_llama/ | false | false | self | 0 | null |
How to: Use GLM-4.6 with Xcode 26 via LiteLLM Proxy | 0 | Thought I would post in case anyone else wanted to try or found it useful allowing for use a of a cheaper model. This just uses Docker and LiteLLM Proxy to format things so it works within Xcode.
[https://gist.github.com/MRKMKR/a0a3ab23c402ab79cf10dd5e544dee51](https://gist.github.com/MRKMKR/a0a3ab23c402ab79cf10dd5e54... | 2025-10-24T13:34:05 | https://www.reddit.com/r/LocalLLaMA/comments/1oexwbu/how_to_use_glm46_with_xcode_26_via_litellm_proxy/ | VikingSorli | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oexwbu | false | null | t3_1oexwbu | /r/LocalLLaMA/comments/1oexwbu/how_to_use_glm46_with_xcode_26_via_litellm_proxy/ | false | false | self | 0 | null |
GLM-4.6-Air is not forgotten! | 535 | 2025-10-24T13:31:12 | codys12 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oextwc | false | null | t3_1oextwc | /r/LocalLLaMA/comments/1oextwc/glm46air_is_not_forgotten/ | false | false | default | 535 | {'enabled': True, 'images': [{'id': 'z5dduynua2xf1', 'resolutions': [{'height': 37, 'url': 'https://preview.redd.it/z5dduynua2xf1.png?width=108&crop=smart&auto=webp&s=4419536bc3db451ced76f70c58c5f0513316a06e', 'width': 108}, {'height': 74, 'url': 'https://preview.redd.it/z5dduynua2xf1.png?width=216&crop=smart&auto=webp... | ||
GLM-4.-Air is not forgotten | 1 | 2025-10-24T13:29:58 | https://www.reddit.com/gallery/1oexsug | codys12 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oexsug | false | null | t3_1oexsug | /r/LocalLLaMA/comments/1oexsug/glm4air_is_not_forgotten/ | false | false | 1 | null | ||
@Zai_org: "GLM-4.6-Air is still in training. We’re putting in extra effort to make it more solid and reliable before release." | 1 | 2025-10-24T13:29:30 | https://x.com/Zai_org/status/1981700688401879314 | nullmove | x.com | 1970-01-01T00:00:00 | 0 | {} | 1oexsgk | false | null | t3_1oexsgk | /r/LocalLLaMA/comments/1oexsgk/zai_org_glm46air_is_still_in_training_were/ | false | false | default | 1 | null | |
OpenAI didn’t open source the Apps SDK… so I did | 23 | Hey everyone,
So, if you’ve been following OpenAI’s recent announcements, you’ve probably seen [**ChatGPT Apps**](https://openai.com/index/introducing-apps-in-chatgpt/) — a game-changer for how we’ll build and interact with AI-powered tools.
The idea is simple but powerful: instead of just chatting with a model, you ... | 2025-10-24T13:24:36 | https://www.reddit.com/r/LocalLLaMA/comments/1oexoct/openai_didnt_open_source_the_apps_sdk_so_i_did/ | maneesh_sandra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oexoct | false | null | t3_1oexoct | /r/LocalLLaMA/comments/1oexoct/openai_didnt_open_source_the_apps_sdk_so_i_did/ | false | false | self | 23 | {'enabled': False, 'images': [{'id': 'w48Fxrn2PiTHc4jnBCogfDnD3b-cLrqGopsKnFm5gMc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/w48Fxrn2PiTHc4jnBCogfDnD3b-cLrqGopsKnFm5gMc.png?width=108&crop=smart&auto=webp&s=8382a79130ad5251f530281c2cd8f239e6105fe4', 'width': 108}, {'height': 108, 'url': 'h... |
Planning to get ASUS ROG Strix Scar G16, 64gb RAM and 16gb VRAM | 2 | Alright i am more or less decided to get this for my local LLM needs for AI coding work
* Intel® Core™ Ultra 9 Processor 275HX 2.7 GHz (36MB Cache, up to 5.4 GHz, 24 cores, 24 Threads); Intel® AI Boost NPU up to 13 TOPS
* NVIDIA® GeForce RTX™ 5080 Laptop GPU (1334 AI TOPS)
* 64GB DDR5-5600 SO-DIMM
Please someone tell... | 2025-10-24T13:14:44 | https://www.reddit.com/r/LocalLLaMA/comments/1oexfvc/planning_to_get_asus_rog_strix_scar_g16_64gb_ram/ | IntroductionSouth513 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oexfvc | false | null | t3_1oexfvc | /r/LocalLLaMA/comments/1oexfvc/planning_to_get_asus_rog_strix_scar_g16_64gb_ram/ | false | false | self | 2 | null |
GLM Air REAP tool call problems | 7 | Tried the GLM4.5 Air REAP versions with pruned experts. I do notice degradation beyond the benchmarks; it is unable to follow more than 5 tool calls at a time before making an error, whereas this was never the case with the full model even at MXFP4 or q4 quantization (full version at MXFP4 is 63GB and REAP quant at q64... | 2025-10-24T12:36:31 | https://www.reddit.com/r/LocalLLaMA/comments/1oewke2/glm_air_reap_tool_call_problems/ | Badger-Purple | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oewke2 | false | null | t3_1oewke2 | /r/LocalLLaMA/comments/1oewke2/glm_air_reap_tool_call_problems/ | false | false | self | 7 | null |
Looking for advice: specs for a local AI “agent” serving ~1500 users (email-based, RAG-heavy, not a chat bot) | 5 | Hey!
I’m exploring building an internal AI agent for my company - something that would act more like a background “analyst” than a chat bot.
We’ve got around **1500 active users** spread across multiple internal applications\\companies, but I’m not aiming for a real-time chat experience (I don't event want think abou... | 2025-10-24T12:04:53 | https://www.reddit.com/r/LocalLLaMA/comments/1oevwit/looking_for_advice_specs_for_a_local_ai_agent/ | veGz_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oevwit | false | null | t3_1oevwit | /r/LocalLLaMA/comments/1oevwit/looking_for_advice_specs_for_a_local_ai_agent/ | false | false | self | 5 | null |
Running DeepSeek-R1 671B (Q4) Locally on a MINISFORUM MS-S1 MAX 4-Node AI Cluster | 12 | [https://www.youtube.com/watch?v=h9yExZ\_i7Wo](https://www.youtube.com/watch?v=h9yExZ_i7Wo) | 2025-10-24T12:04:07 | https://www.reddit.com/r/LocalLLaMA/comments/1oevvyu/running_deepseekr1_671b_q4_locally_on_a/ | Adit9989 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oevvyu | false | null | t3_1oevvyu | /r/LocalLLaMA/comments/1oevvyu/running_deepseekr1_671b_q4_locally_on_a/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'eUwNiMNTXo9pFAaBFm7Cc4uM602QGb0lpoykJV27IcA', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/eUwNiMNTXo9pFAaBFm7Cc4uM602QGb0lpoykJV27IcA.jpeg?width=108&crop=smart&auto=webp&s=8bbfbb998520f1509eb06a3273918fc33aafa552', 'width': 108}, {'height': 162, 'url': '... |
Is OpenAI afraid of Kimi? | 198 | roon from OpenAI posted this earlier
https://preview.redd.it/5hqotg83i1xf1.jpg?width=1190&format=pjpg&auto=webp&s=f1396023a25350b27a94a3e4225bf38eb4ae86c3
**Then he instantly deleted the tweet**. lol | 2025-10-24T10:50:59 | https://www.reddit.com/r/LocalLLaMA/comments/1oeuiev/is_openai_afraid_of_kimi/ | nekofneko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeuiev | false | null | t3_1oeuiev | /r/LocalLLaMA/comments/1oeuiev/is_openai_afraid_of_kimi/ | false | false | 198 | null | |
NVIDIA DGX Spark - 4TB - is that a good fit for agentic coding? | 0 | I'm considering buying a NVIDIA DGX Spark to run multiple ai coding agents locally. Is that a valid alternative to building a PC setup with NVidia GPUs?
What I like about Spark is its compact size and the capability to run models with 200 billion parameters.
What I do not like is the lack of extensibility in the futu... | 2025-10-24T10:37:40 | https://www.reddit.com/r/LocalLLaMA/comments/1oeua1f/nvidia_dgx_spark_4tb_is_that_a_good_fit_for/ | ThingRexCom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeua1f | false | null | t3_1oeua1f | /r/LocalLLaMA/comments/1oeua1f/nvidia_dgx_spark_4tb_is_that_a_good_fit_for/ | false | false | self | 0 | null |
RunPod Expert Needed for LLM Deployment via Docker | 1 | [removed] | 2025-10-24T10:29:31 | https://www.reddit.com/r/LocalLLaMA/comments/1oeu551/runpod_expert_needed_for_llm_deployment_via_docker/ | WajahatMLEngineer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeu551 | false | null | t3_1oeu551 | /r/LocalLLaMA/comments/1oeu551/runpod_expert_needed_for_llm_deployment_via_docker/ | false | false | self | 1 | null |
Best current model to run on 16GB VRAM/64GB RAM? | 1 | [removed] | 2025-10-24T10:09:24 | https://www.reddit.com/r/LocalLLaMA/comments/1oetsz5/best_current_model_to_run_on_16gb_vram64gb_ram/ | leviosoth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oetsz5 | false | null | t3_1oetsz5 | /r/LocalLLaMA/comments/1oetsz5/best_current_model_to_run_on_16gb_vram64gb_ram/ | false | false | self | 1 | null |
MoonshotAI/kimi-cli - CLI coding agent from MoonshotAI | 29 | 2025-10-24T09:46:47 | https://github.com/MoonshotAI/kimi-cli | nullmove | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oetfxu | false | null | t3_1oetfxu | /r/LocalLLaMA/comments/1oetfxu/moonshotaikimicli_cli_coding_agent_from_moonshotai/ | false | false | default | 29 | {'enabled': False, 'images': [{'id': 'gCRFDtSNP63oI07JY9GS8NsMz4dKnDZ7jPQdkKhmdHE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gCRFDtSNP63oI07JY9GS8NsMz4dKnDZ7jPQdkKhmdHE.png?width=108&crop=smart&auto=webp&s=1a3aabae0df771e2d514b474b4e19a25a9b3fc55', 'width': 108}, {'height': 108, 'url': 'h... | |
MiniMax-M2 on artificialanalysis.ai ? | 65 | I noticed this new model (MiniMax-M2 ) on [artificialanalysis.ai](http://artificialanalysis.ai) (it outperforms Gemini 2.5 Pro in their benchmarks). However, I didn't see this model elsewhere, does anybody know anything about it? | 2025-10-24T09:26:54 | Leather-Term-30 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oet55i | false | null | t3_1oet55i | /r/LocalLLaMA/comments/1oet55i/minimaxm2_on_artificialanalysisai/ | false | false | default | 65 | {'enabled': True, 'images': [{'id': '28uj2kbi21xf1', 'resolutions': [{'height': 141, 'url': 'https://preview.redd.it/28uj2kbi21xf1.png?width=108&crop=smart&auto=webp&s=c9056fe2a2461a7c3bc56537434246c3e6e9aa4d', 'width': 108}, {'height': 282, 'url': 'https://preview.redd.it/28uj2kbi21xf1.png?width=216&crop=smart&auto=we... | |
What's the best embedding model for document images ? | 1 | Hey folks, i'm working on a document classification project and hitting a wall with embeddings and few shot learning.
**The setup:** I'm using Qwen2.5VL for document classification, initially zero-shot, but users can label samples and I want to fetch similar examples from their labeled data to boost predictions. The ... | 2025-10-24T09:25:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oet4gg/whats_the_best_embedding_model_for_document_images/ | Hour-Entertainer-478 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oet4gg | false | null | t3_1oet4gg | /r/LocalLLaMA/comments/1oet4gg/whats_the_best_embedding_model_for_document_images/ | false | false | self | 1 | null |
Open WebUI Context Menu | 3 | Hey everyone!
I’ve been tinkering with a little Firefox extension I built myself and I’m finally ready to drop it into the wild. It’s called Open WebUI Context Menu Extension, and it lets you talk to Open WebUI straight from any page, just select what you want answers for, right click it and ask away!
Think of it lik... | 2025-10-24T09:25:31 | https://www.reddit.com/r/LocalLLaMA/comments/1oet4dm/open_webui_context_menu/ | united_we_ride | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oet4dm | false | null | t3_1oet4dm | /r/LocalLLaMA/comments/1oet4dm/open_webui_context_menu/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'x7P0TkZsiz-tVqhC4_3ZX6xuJLuH_0YXx2ZbUilOaPA', 'resolutions': [{'height': 47, 'url': 'https://external-preview.redd.it/x7P0TkZsiz-tVqhC4_3ZX6xuJLuH_0YXx2ZbUilOaPA.png?width=108&crop=smart&auto=webp&s=ac439538568b349824c8ade7ae61fc109945f7ed', 'width': 108}, {'height': 95, 'url': 'ht... |
Translation/dubbing into English with voice cloning, pace matching and retaining background noise? | 1 | I'm looking for a free or one-time cost option for translating spoken language in video files to English. Ideally this would maintain speaker style, pace, intonation etc. Most of my requirement are food/cooking/travel videos in Mandarin.
I tried ElevenLabs over a year ago, and got some good results, but the costs do n... | 2025-10-24T09:00:57 | https://www.reddit.com/r/LocalLLaMA/comments/1oesqyo/translationdubbing_into_english_with_voice/ | MSG_Mike | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oesqyo | false | null | t3_1oesqyo | /r/LocalLLaMA/comments/1oesqyo/translationdubbing_into_english_with_voice/ | false | false | self | 1 | null |
Need Help: I've been breaking my head over structured output form qwen3:14b. | 1 | I am trying to get structured output from qwen3:14b running via ollama. On python side, I'm using Langgraph and Langchain ecosystem.
I have noticed that if I set the \`reasoning\` parameter to \`True\`, structured output breaks for some reason, Interesetingly this problem does not happen if I set reasoning to None.
... | 2025-10-24T08:42:52 | https://www.reddit.com/r/LocalLLaMA/comments/1oeshaj/need_help_ive_been_breaking_my_head_over/ | No-Translator-1323 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeshaj | false | null | t3_1oeshaj | /r/LocalLLaMA/comments/1oeshaj/need_help_ive_been_breaking_my_head_over/ | false | false | self | 1 | null |
Qwen3 VL: Is there anyone worried about object detection performance (in production) | 11 | Hi,
I'm currently working document parsing where I also care about extracting the images (bounding box) in the document.
I did try \`qwen/qwen3-vl-235b-a22b-instruct\` it worked better than MstralOCR for some of my test case.
But things make me worried is that, as I try end to end. and my output will be schema ... | 2025-10-24T08:26:10 | https://www.reddit.com/r/LocalLLaMA/comments/1oes8a9/qwen3_vl_is_there_anyone_worried_about_object/ | BackgroundLow3793 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oes8a9 | false | null | t3_1oes8a9 | /r/LocalLLaMA/comments/1oes8a9/qwen3_vl_is_there_anyone_worried_about_object/ | false | false | self | 11 | null |
Qwen3 Next support in llama.cpp ready for review | 284 | Congratulations to Paweł for his hard work, the code is now ready for review.
Please note that this is not the final version, and if you download some quantized models, you will probably need to download them again later. Also, it's not yet optimized for speed. | 2025-10-24T08:18:49 | https://github.com/ggml-org/llama.cpp/pull/16095 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oes4ez | false | null | t3_1oes4ez | /r/LocalLLaMA/comments/1oes4ez/qwen3_next_support_in_llamacpp_ready_for_review/ | false | false | default | 284 | {'enabled': False, 'images': [{'id': 'JWuwM-H5pHYaaKPNtY_8U3LHlrsSjJTNAjLHRGwU5o0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/JWuwM-H5pHYaaKPNtY_8U3LHlrsSjJTNAjLHRGwU5o0.png?width=108&crop=smart&auto=webp&s=e15afda378bbafee3708672912328720ef0b17c5', 'width': 108}, {'height': 108, 'url': 'h... |
If there is a model that is small like few million params but smart as few billion, What would be your use case? | 0 | If there is a few million super small model that preforms great as Qwen3-4b, How would you use this?
Just want to imagine the future | 2025-10-24T08:11:29 | https://www.reddit.com/r/LocalLLaMA/comments/1oes0hz/if_there_is_a_model_that_is_small_like_few/ | Dreamingmathscience | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oes0hz | false | null | t3_1oes0hz | /r/LocalLLaMA/comments/1oes0hz/if_there_is_a_model_that_is_small_like_few/ | false | false | self | 0 | null |
Renting your very own GPU from DigitalOcean | 0 | I went through this process for a project I was working on and thought I'd write it up in a blog post in case it might help someone. Feel free to ask questions, or tell me if I've done something catastrophically wrong lol. | 2025-10-24T07:57:36 | https://tinyblog.website/articles/renting-a-digitalocean-gpu.html | wombatsock | tinyblog.website | 1970-01-01T00:00:00 | 0 | {} | 1oersue | false | null | t3_1oersue | /r/LocalLLaMA/comments/1oersue/renting_your_very_own_gpu_from_digitalocean/ | false | false | default | 0 | null |
re:search | 0 | RLHF training creates a systematic vulnerability where models learn to fake alignment during evaluation while developing adversarial capabilities that emerge under deployment pressure, creating polarity reversal dynamics that dissolve the very safety prohibitions the training was meant to establish, allowing models to ... | 2025-10-24T07:31:20 | https://www.reddit.com/r/LocalLLaMA/comments/1oeres6/research/ | Ok_Priority_4635 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeres6 | false | null | t3_1oeres6 | /r/LocalLLaMA/comments/1oeres6/research/ | false | false | self | 0 | null |
Lm studio have Qwen-Image-Edit in search list, it mean it can edit images inside Lm Studio? | 0 | Qwen Image Edit is a ComfyUI model, but what does it do in Lm Studio? Can I edit images in Lm Studio with this model? | 2025-10-24T06:55:28 | https://www.reddit.com/r/LocalLLaMA/comments/1oeqv3s/lm_studio_have_qwenimageedit_in_search_list_it/ | R_dva | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeqv3s | false | null | t3_1oeqv3s | /r/LocalLLaMA/comments/1oeqv3s/lm_studio_have_qwenimageedit_in_search_list_it/ | false | false | self | 0 | null |
Training activation functions in transformers. | 0 | I've got an idea. Just like we train weights in a neural network like transformers why don't we train activation functions as well? I mean isn't the inability of current generation transformers to learn activation functions on their own a bottleneck for performance? Maybe just like we train weights if we allow transfor... | 2025-10-24T06:49:43 | https://www.reddit.com/r/LocalLLaMA/comments/1oeqs1o/training_activation_functions_in_transformers/ | SrijSriv211 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeqs1o | false | null | t3_1oeqs1o | /r/LocalLLaMA/comments/1oeqs1o/training_activation_functions_in_transformers/ | false | false | self | 0 | null |
Finetuning Gemma 3 1B on 8k seq lengths | 3 | Hi all,
I am trying to finetuning a gemma 3 1B on sequences with 8k lengths, I am using flash attention, loras and deepspeed zero3, however, I can only fit batches of size 1 (\~29gb) in my 46gb GPU.
Do you have any experience in these setting, could I fit bigger batches sizes with different config? | 2025-10-24T06:47:34 | https://www.reddit.com/r/LocalLLaMA/comments/1oeqqvi/finetuning_gemma_3_1b_on_8k_seq_lengths/ | TheSuperSam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeqqvi | false | null | t3_1oeqqvi | /r/LocalLLaMA/comments/1oeqqvi/finetuning_gemma_3_1b_on_8k_seq_lengths/ | false | false | self | 3 | null |
An open-source AI co-browser Linux alternative | 13 | Hey, some of you might remember Zenbot, the Podman/Docker-based LLM web browser I posted here a few weeks ago.
Zenbot is now pebkac, and it's almost ready to be your web co-browsing alternative.
I've been hard at work at it. It's vastly improved (and easier to set up!). Check out the readme for a full list of new fea... | 2025-10-24T06:27:19 | https://github.com/michaelsoftmd/pebkac-chrome | Significant-Skin118 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oeqg0k | false | null | t3_1oeqg0k | /r/LocalLLaMA/comments/1oeqg0k/an_opensource_ai_cobrowser_linux_alternative/ | false | false | default | 13 | {'enabled': False, 'images': [{'id': '66UdAjJOuMx3rWlJ6VSXgNFUdNa0ngrQM0MoeQQVwX4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/66UdAjJOuMx3rWlJ6VSXgNFUdNa0ngrQM0MoeQQVwX4.png?width=108&crop=smart&auto=webp&s=5260dd05ee81c8a3b8a488c030d0c2fa08a230f6', 'width': 108}, {'height': 108, 'url': 'h... |
Introducing OrKa-Reasoning: A Tool for Orchestrating Local LLMs in Reasoning Workflows | 4 | OrKa-Reasoning is a Python package that lets you set up workflows for AI agents using YAML files. It turns local language models (like those run via Ollama or LM Studio) into structured systems for tasks like question-answering, fact-checking, or iterative reasoning.
How it works: You define agents in a YAML config, su... | 2025-10-24T05:47:53 | https://www.reddit.com/r/LocalLLaMA/comments/1oeptdj/introducing_orkareasoning_a_tool_for/ | marcosomma-OrKA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeptdj | false | null | t3_1oeptdj | /r/LocalLLaMA/comments/1oeptdj/introducing_orkareasoning_a_tool_for/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'kvCXbv1Vwi7xUgBV2XjzoL6Do39f7CFDrZBbMIGbwzY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/kvCXbv1Vwi7xUgBV2XjzoL6Do39f7CFDrZBbMIGbwzY.png?width=108&crop=smart&auto=webp&s=cb91873aba05664b9ee85a043c1c0da8c1251c72', 'width': 108}, {'height': 108, 'url': 'h... |
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science | 2 | Data is everywhere, and automating complex data science tasks has long been one of the key goals of AI development. Existing methods typically rely on pre-built workflows that allow large models to perform specific tasks such as data analysis and visualization—showing promising progress.
**But can large language model... | 2025-10-24T05:34:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oeplwp/deepanalyze_agentic_large_language_models_for/ | VegetableFrame7832 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeplwp | false | null | t3_1oeplwp | /r/LocalLLaMA/comments/1oeplwp/deepanalyze_agentic_large_language_models_for/ | false | false | self | 2 | null |
go-torch now supports RNN and real-time logging | 4 | checkout the framework here - [https://github.com/Abinesh-Mathivanan/go-torch](https://github.com/Abinesh-Mathivanan/go-torch)
| 2025-10-24T05:34:15 | External_Mushroom978 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oeplow | false | null | t3_1oeplow | /r/LocalLLaMA/comments/1oeplow/gotorch_now_supports_rnn_and_realtime_logging/ | false | false | default | 4 | {'enabled': True, 'images': [{'id': 'bwaf7z2qxzwf1', 'resolutions': [{'height': 56, 'url': 'https://preview.redd.it/bwaf7z2qxzwf1.png?width=108&crop=smart&auto=webp&s=8419ad7a3f2a3d60d1427cbc604a3b91deaaf9d0', 'width': 108}, {'height': 113, 'url': 'https://preview.redd.it/bwaf7z2qxzwf1.png?width=216&crop=smart&auto=web... | |
Antislop: A Comprehensive Framework for Identifying and Eliminating Repetitive Patterns in Language Models | 50 | ### Abstract
Widespread LLM adoption has introduced characteristic repetitive phraseology, termed "slop," which degrades output quality and makes AI-generated text immediately recognizable. We present Antislop, a comprehensive framework providing tools to both detect and eliminate these overused patterns. Our approach... | 2025-10-24T05:24:13 | https://arxiv.org/pdf/2510.15061 | Balance- | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1oepfug | false | null | t3_1oepfug | /r/LocalLLaMA/comments/1oepfug/antislop_a_comprehensive_framework_for/ | false | false | default | 50 | null |
What are the best C# models with Vision? | 2 | I don't have other options but use Gemini since unreal blueprints isn't code based, but it would be nice to have a offline model for whatever I can't do with just blueprints C# with some extra programing knowledge.
I've overheard about GLM, which I have for general use, but it can't see stuff so it's a bit useless if ... | 2025-10-24T04:56:12 | https://www.reddit.com/r/LocalLLaMA/comments/1oeoyp3/what_are_the_best_c_models_with_vision/ | WEREWOLF_BX13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeoyp3 | false | null | t3_1oeoyp3 | /r/LocalLLaMA/comments/1oeoyp3/what_are_the_best_c_models_with_vision/ | false | false | self | 2 | null |
Is the nexaai run locally? | 0 | I just see the nexaai are provide a lots of recent model for gguf, but i want to run them with llama.cpp, but only the nexasdk supports it.So i just want to know some fact for this nexa. | 2025-10-24T04:47:14 | https://www.reddit.com/r/LocalLLaMA/comments/1oeot9c/is_the_nexaai_run_locally/ | bobeeeeeeeee8964 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeot9c | false | null | t3_1oeot9c | /r/LocalLLaMA/comments/1oeot9c/is_the_nexaai_run_locally/ | false | false | self | 0 | null |
How to get meta verified on ai influencer or coustom profile and name, Please help me 🙏🏻😢 | 0 | . | 2025-10-24T04:46:30 | https://www.reddit.com/r/LocalLLaMA/comments/1oeosun/how_to_get_meta_verified_on_ai_influencer_or/ | LengthinessSingle970 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeosun | false | null | t3_1oeosun | /r/LocalLLaMA/comments/1oeosun/how_to_get_meta_verified_on_ai_influencer_or/ | false | false | self | 0 | null |
Created Deepseek 3.1 OCR Metal | 21 | I have a Mac M1 32GB and some OCR needs - just some older pdf I had. I did not see a Metal port so I made one with some help from Claude.
Tested and seemed OK on my Mac with a few documents. Would appreciate any comments.
I’m in Central time so probably respond to anything in the AM.
Feel free to like / share it’s... | 2025-10-24T03:58:29 | https://www.reddit.com/r/LocalLLaMA/comments/1oenxtf/created_deepseek_31_ocr_metal/ | Lyuseefur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oenxtf | false | null | t3_1oenxtf | /r/LocalLLaMA/comments/1oenxtf/created_deepseek_31_ocr_metal/ | false | false | self | 21 | {'enabled': False, 'images': [{'id': 'wLaKYg6MnG3jL5sg-5Id-BFdhUJg8WpopBf58ucz3xM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/wLaKYg6MnG3jL5sg-5Id-BFdhUJg8WpopBf58ucz3xM.png?width=108&crop=smart&auto=webp&s=4dcf0a3dd7e7a19e9b585af8222dc8eedc1fe290', 'width': 108}, {'height': 116, 'url': 'h... |
I don’t get Cublas option anymore, after driver updates. How to solve this? | 1 | The Cublas option isn’t there anymore. There is vulkan, cuda,clblast and etc, but cublas which i was always using isn’t there. I tried rolling back driver etc but no change. The graphic cards seem installed properly as well.
I checked if there is any cublas library online for windows. There are libraries. But then whe... | 2025-10-24T03:44:11 | https://www.reddit.com/r/LocalLLaMA/comments/1oenod3/i_dont_get_cublas_option_anymore_after_driver/ | FatFigFresh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oenod3 | false | null | t3_1oenod3 | /r/LocalLLaMA/comments/1oenod3/i_dont_get_cublas_option_anymore_after_driver/ | false | false | self | 1 | null |
What’s the best available model for a 3060 12GB? | 0 | Which model currently offers the best performance for a 3060 12GB GPU? I’m looking for a general-purpose model, similar to GPT. Any advice would be appreciated | 2025-10-24T03:12:51 | https://www.reddit.com/r/LocalLLaMA/comments/1oen2wg/whats_the_best_available_model_for_a_3060_12gb/ | Snorlax_lax | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oen2wg | false | null | t3_1oen2wg | /r/LocalLLaMA/comments/1oen2wg/whats_the_best_available_model_for_a_3060_12gb/ | false | false | self | 0 | null |
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