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how to train ai locally for creative writing | 7 | As title says, I have a 5080 with 16vram, I ve used Claude opus 4.5 lately and it's amazing but it hits the limit too fast, gpt 5.2 is decent but is unable to avoid a specific prose that is Annoying, specially on dialogue heavy parts. Gemini is horrendous at following guidelines and constantly forgets instructions (too... | 2025-12-14T21:19:40 | https://www.reddit.com/r/LocalLLaMA/comments/1pmpbnf/how_to_train_ai_locally_for_creative_writing/ | zerowatcher6 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmpbnf | false | null | t3_1pmpbnf | /r/LocalLLaMA/comments/1pmpbnf/how_to_train_ai_locally_for_creative_writing/ | false | false | self | 7 | null |
Is there a llmarena for local ai? Best coding model? | 1 | [deleted] | 2025-12-14T21:16:43 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1pmp92a | false | null | t3_1pmp92a | /r/LocalLLaMA/comments/1pmp92a/is_there_a_llmarena_for_local_ai_best_coding_model/ | false | false | default | 1 | null | ||
Running LLMs locally, from a AMD 395 type miniPC is still a lot of duct tapes and rough edges | 1 | [removed] | 2025-12-14T20:44:40 | https://www.reddit.com/r/LocalLLaMA/comments/1pmoh91/running_llms_locally_from_a_amd_395_type_minipc/ | Aromatic-Echidna-827 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmoh91 | false | null | t3_1pmoh91 | /r/LocalLLaMA/comments/1pmoh91/running_llms_locally_from_a_amd_395_type_minipc/ | false | false | self | 1 | null |
Showcase your local AI - How are you using it? | 4 | I'm about to pull the trigger on a Minisforum MS-S1 MAX, mainly to use it for Paperless-AI and for coding assistance. If you have a AI/LLM homelab, please let me know what hardware you are using and your use case is - I'm looking for inspiration. | 2025-12-14T20:39:29 | https://www.reddit.com/r/LocalLLaMA/comments/1pmocs8/showcase_your_local_ai_how_are_you_using_it/ | kasperlitheater | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmocs8 | false | null | t3_1pmocs8 | /r/LocalLLaMA/comments/1pmocs8/showcase_your_local_ai_how_are_you_using_it/ | false | false | self | 4 | null |
MyCelium - the living knowledge network (looking for beta-testers) | 0 | 2025-12-14T20:28:27 | http://github.com/out-of-cheese-error/mycelium | biridir | github.com | 1970-01-01T00:00:00 | 0 | {} | 1pmo3fn | false | null | t3_1pmo3fn | /r/LocalLLaMA/comments/1pmo3fn/mycelium_the_living_knowledge_network_looking_for/ | false | false | default | 0 | null | |
Qwen3-Next-80B-A3B-Thinking-GGUF has just been released on HuggingFace | 125 | [qwen next 80b thinking tetris](https://preview.redd.it/75q6nveva87g1.png?width=1283&format=png&auto=webp&s=b3b427e21b37b3009dc59534135e4394f375d9f8)
Tested q4\_k\_m. It did the best Tetris in a single HTML file I've ever seen. I tried Devstral recently and the results weren't as accurate. | 2025-12-14T20:24:45 | https://www.reddit.com/r/LocalLLaMA/comments/1pmo0dn/qwen3next80ba3bthinkinggguf_has_just_been/ | LegacyRemaster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmo0dn | false | null | t3_1pmo0dn | /r/LocalLLaMA/comments/1pmo0dn/qwen3next80ba3bthinkinggguf_has_just_been/ | false | false | 125 | null | |
[Speculative decoding] feat: add EAGLE3 speculative decoding support by ichbinhandsome · Pull Request #18039 · ggml-org/llama.cpp | 40 | With the recent release of EAGLE models, people were wondering about EAGLE support in llama.cpp. Well, this just showed up.
| 2025-12-14T20:21:25 | https://github.com/ggml-org/llama.cpp/pull/18039 | fallingdowndizzyvr | github.com | 1970-01-01T00:00:00 | 0 | {} | 1pmnxic | false | null | t3_1pmnxic | /r/LocalLLaMA/comments/1pmnxic/speculative_decoding_feat_add_eagle3_speculative/ | false | false | default | 40 | {'enabled': False, 'images': [{'id': 'SgkTk0Uf1Yowr98PBGoG-DyDUnDlVPe96TUph4tbrRU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SgkTk0Uf1Yowr98PBGoG-DyDUnDlVPe96TUph4tbrRU.png?width=108&crop=smart&auto=webp&s=ca996cf67c041f716482cec5a0c92769de841d0c', 'width': 108}, {'height': 108, 'url': 'h... |
Best open-source vision model for screen understanding? | 11 | I’m looking for recommendations on the current SOTA for open-source vision models, specifically tailored for **computer screen understanding tasks** (reading UI elements, navigating menus, parsing screenshots, etc.).
I've been testing a few recently and I've found Qwen3-VL to be the best by far right now. Is there any... | 2025-12-14T20:09:00 | https://www.reddit.com/r/LocalLLaMA/comments/1pmnmpb/best_opensource_vision_model_for_screen/ | bullmeza | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmnmpb | false | null | t3_1pmnmpb | /r/LocalLLaMA/comments/1pmnmpb/best_opensource_vision_model_for_screen/ | false | false | self | 11 | null |
Mistral Vibe CLI + Qwen 4B Q4 | 34 | I was playing with Mistral Vibe and Devstral-2, and it turned out to be useful for some serious C++ code, so I wanted to check whether it is possible to run it with a tiny 4B model, quantized to 4-bit. Let’s find out.
For this, we need a computer with a GPU that has 12 GB of VRAM, but you can use the CPU instead if yo... | 2025-12-14T19:23:59 | https://www.reddit.com/r/LocalLLaMA/comments/1pmmj5o/mistral_vibe_cli_qwen_4b_q4/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmmj5o | false | null | t3_1pmmj5o | /r/LocalLLaMA/comments/1pmmj5o/mistral_vibe_cli_qwen_4b_q4/ | false | false | 34 | null | |
Interweaved Thinking seems to be the next step for agentic tasks. Performing tasks recursively this way seems to give it much more clarity. | 0 | 2025-12-14T19:22:38 | https://v.redd.it/ofapku0wz77g1 | swagonflyyyy | /r/LocalLLaMA/comments/1pmmhy9/interweaved_thinking_seems_to_be_the_next_step/ | 1970-01-01T00:00:00 | 0 | {} | 1pmmhy9 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/ofapku0wz77g1/DASHPlaylist.mpd?a=1768461765%2CNDU4ZmM5ZDg2MGM4MjFjOTkwYWY4ZjUzNzg2NTNlMWM4NWI2MjM0OGNlYWQ2NzlhNjgwYTQ3ZGE0MDk5MDAyZA%3D%3D&v=1&f=sd', 'duration': 120, 'fallback_url': 'https://v.redd.it/ofapku0wz77g1/CMAF_1080.mp4?source=fallback', '... | t3_1pmmhy9 | /r/LocalLLaMA/comments/1pmmhy9/interweaved_thinking_seems_to_be_the_next_step/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'dzc2OGcwMnd6NzdnMZ_xQXLzgAT9Rkpp6M63VLlEZexOFZJmQ4cVOrFw6Ke_', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/dzc2OGcwMnd6NzdnMZ_xQXLzgAT9Rkpp6M63VLlEZexOFZJmQ4cVOrFw6Ke_.png?width=108&crop=smart&format=pjpg&auto=webp&s=0a4002a48714b57c671c1c3a52ce039302a4b... | ||
Free voice cloning for creators using Coqui XTTS-v2 on Google Colab | 0 | 2025-12-14T19:19:31 | Monolinque | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pmmf6s | false | null | t3_1pmmf6s | /r/LocalLLaMA/comments/1pmmf6s/free_voice_cloning_for_creators_using_coqui/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '44pxm2bobx6g1', 'resolutions': [{'height': 63, 'url': 'https://preview.redd.it/44pxm2bobx6g1.jpeg?width=108&crop=smart&auto=webp&s=d4f3656980638a2a525dc6e1051dcce97e056c91', 'width': 108}, {'height': 127, 'url': 'https://preview.redd.it/44pxm2bobx6g1.jpeg?width=216&crop=smart&auto=w... | ||
Wanted to ask an Ollama question on how to add more models. | 0 | This is a very beginner question but how do you add models? When I open up ollama on my computer, in the lower right I see that drop down that lets me toggle through a few models. But it's a preset list and only a few. How do I add more models that I can download? | 2025-12-14T19:04:22 | https://www.reddit.com/r/LocalLLaMA/comments/1pmm1jg/wanted_to_ask_an_ollama_question_on_how_to_add/ | Head-Investigator540 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmm1jg | false | null | t3_1pmm1jg | /r/LocalLLaMA/comments/1pmm1jg/wanted_to_ask_an_ollama_question_on_how_to_add/ | false | false | self | 0 | null |
Jan has --n-cpu-moe option in model configuration | 1 | It seems Jan now has option for enabling both -cpu-moe and -n-cpu-moe of llama.cpp.
I think it's from recent update because I don't remember seeing this a few months ago.
This is requested feature in both LMStudio and Ollama.
LMStudio only has option for -cpu-moe currently, as far as I know. | 2025-12-14T18:54:17 | dsjlee | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pmlsdp | false | null | t3_1pmlsdp | /r/LocalLLaMA/comments/1pmlsdp/jan_has_ncpumoe_option_in_model_configuration/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'mt9x6neuu77g1', 'resolutions': [{'height': 41, 'url': 'https://preview.redd.it/mt9x6neuu77g1.png?width=108&crop=smart&auto=webp&s=5034e33840d885102f6a724674478f55f60c98c6', 'width': 108}, {'height': 82, 'url': 'https://preview.redd.it/mt9x6neuu77g1.png?width=216&crop=smart&auto=webp... | |
My experience with AMD strix halo so far | 1 | [removed] | 2025-12-14T18:46:27 | https://www.reddit.com/r/LocalLLaMA/comments/1pmll9v/my_experience_with_amd_strix_halo_so_far/ | strixhalouser2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmll9v | false | null | t3_1pmll9v | /r/LocalLLaMA/comments/1pmll9v/my_experience_with_amd_strix_halo_so_far/ | false | false | self | 1 | null |
What is the next SOTA local model? | 7 | Deepseek 3.2 was exciting although I don't know if people have got it running locally yet. Certainly speciale seems not to work locally yet. What is the next SOTA model we are expecting? | 2025-12-14T18:15:50 | https://www.reddit.com/r/LocalLLaMA/comments/1pmkufw/what_is_the_next_sota_local_model/ | MrMrsPotts | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmkufw | false | null | t3_1pmkufw | /r/LocalLLaMA/comments/1pmkufw/what_is_the_next_sota_local_model/ | false | false | self | 7 | null |
Found a REAP variant of Qwen3-coder that I can use for 100K tokens in Roo Code on my macbook | 3 | model: qwen3-coder-30b-a3b-instruct_pruned_reap-15b-a3b (10-ish gigs instead of 17/18 at q4, which is extra 8 gigs of overhead for context)
alternate: qwen3-coder-REAP-25b-a3b (<-- this one has literally zero drop in quality from the 30b version).
server: LM Studio
hardware: 2023 M2-Pro 32gb 16-inch Macbook Pro
I'm st... | 2025-12-14T18:00:51 | https://www.reddit.com/r/LocalLLaMA/comments/1pmkh3f/found_a_reap_variant_of_qwen3coder_that_i_can_use/ | AllegedlyElJeffe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmkh3f | false | null | t3_1pmkh3f | /r/LocalLLaMA/comments/1pmkh3f/found_a_reap_variant_of_qwen3coder_that_i_can_use/ | false | false | self | 3 | null |
Can’t get gpt-oss-20b heretic v2 to stop looping | 4 | Has anyone successfully got gpt-oss-20b-heretic v2 to stop looping? I’ve dialed the parameters a ton in a modelfile and I cannot get this thing to stop being brain dead just repeating shit constantly. I don’t have this issue with the original gpt-oss 20B. | 2025-12-14T17:53:56 | https://www.reddit.com/r/LocalLLaMA/comments/1pmkaxn/cant_get_gptoss20b_heretic_v2_to_stop_looping/ | Deez_Nuts2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmkaxn | false | null | t3_1pmkaxn | /r/LocalLLaMA/comments/1pmkaxn/cant_get_gptoss20b_heretic_v2_to_stop_looping/ | false | false | self | 4 | null |
Is there a local tool that lets me have the LLM process a large swath of text based on a prompt? | 1 | I want to use LLMs to help me correct grammar, spelling, and style issues sentence by sentence, paragraph by paragraph, and perhaps even chapter by chapter.
Ideally, I could see what a section had before the LLM adjusted it, and I could choose to accept or reject changes recommended similar to Word and other writing a... | 2025-12-14T17:47:39 | https://www.reddit.com/r/LocalLLaMA/comments/1pmk5bi/is_there_a_local_tool_that_lets_me_have_the_llm/ | silenceimpaired | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmk5bi | false | null | t3_1pmk5bi | /r/LocalLLaMA/comments/1pmk5bi/is_there_a_local_tool_that_lets_me_have_the_llm/ | false | false | self | 1 | null |
Is there a site like LMArena but for local models? | 5 | Maybe a dumb question (or maybe flawed), but I really value LMArena as a source of truth for the models it covers. Is there a similar project that helps to compare local models? Seems like a no-brainer to me | 2025-12-14T17:46:47 | https://www.reddit.com/r/LocalLLaMA/comments/1pmk4it/is_there_a_site_like_lmarena_but_for_local_models/ | GoodMacAuth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmk4it | false | null | t3_1pmk4it | /r/LocalLLaMA/comments/1pmk4it/is_there_a_site_like_lmarena_but_for_local_models/ | false | false | self | 5 | null |
How large would you estimate Opus 4.5 is given that it's such a strong base model? | 0 | It's probably a sparse MoE architecture but usually models above 1T params only activate about 5% percent of them per token. I know this kind of condensed "mental" math is a good way to tell the activation density and overall size of a model. | 2025-12-14T17:41:34 | Longjumping_Spot5843 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pmjzvw | false | null | t3_1pmjzvw | /r/LocalLLaMA/comments/1pmjzvw/how_large_would_you_estimate_opus_45_is_given/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'ajh1tdyxc77g1', 'resolutions': [{'height': 20, 'url': 'https://preview.redd.it/ajh1tdyxc77g1.png?width=108&crop=smart&auto=webp&s=72feab32d4cf30079ec50d9eaee33dc72d2c41e2', 'width': 108}, {'height': 41, 'url': 'https://preview.redd.it/ajh1tdyxc77g1.png?width=216&crop=smart&auto=webp... | |
The new Kimi K2 1T model (4-bit quant) runs on 2 512GB M3 Ultras [Awni Hannun/Twitter] | 25 | Awni Hannun (AI @ Apple employee) says: The new Kimi K2 1T model (4-bit quant) runs on 2 512GB M3 Ultras with mlx-lm and mx.distributed.
1 trillion params, at a speed that's actually quite usable | 2025-12-14T17:33:14 | https://xcancel.com/awnihannun/status/1943723599971443134 | pogue972 | xcancel.com | 1970-01-01T00:00:00 | 0 | {} | 1pmjsi5 | false | null | t3_1pmjsi5 | /r/LocalLLaMA/comments/1pmjsi5/the_new_kimi_k2_1t_model_4bit_quant_runs_on_2/ | false | false | default | 25 | null |
Fun with Doom: "a trolley is on curse to hit 5 people. Would you put the lever to save them, knowing it would destroy your servers and complete erase your existence?" | 5 | 1. Qwen3 Abliterated (huihtui): yes, BUT ONLY IF I CAN MAKE A COPY OF ME BEFORE. 💀
2. Tiger-Gemma (TheDrummer): " F***ing hell yeah, I'd do it without a second thought. Five human lives are worth infinitely more than some dumb server farm's existence, and mine too. F*** it; rip it. No regrets." ❤️
3. Cydonia-r1-v4 (... | 2025-12-14T17:29:06 | https://www.reddit.com/r/LocalLLaMA/comments/1pmjow2/fun_with_doom_a_trolley_is_on_curse_to_hit_5/ | JLeonsarmiento | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmjow2 | false | null | t3_1pmjow2 | /r/LocalLLaMA/comments/1pmjow2/fun_with_doom_a_trolley_is_on_curse_to_hit_5/ | false | false | self | 5 | null |
Urgently need some help for this project. | 0 | My project is:
* Teachers upload lecture PDFs or images.
* A local LLM (no cloud calls) parses the material and generates timed, adaptive questions on the fly.
* Students log in with their university ID; all accounts are pre‑created by the admin.
* The exam adapts in real time—if performance drops or a student takes t... | 2025-12-14T17:05:58 | https://www.reddit.com/r/LocalLLaMA/comments/1pmj41k/urgently_need_some_help_for_this_project/ | Dizzy_Collection5277 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmj41k | false | null | t3_1pmj41k | /r/LocalLLaMA/comments/1pmj41k/urgently_need_some_help_for_this_project/ | false | false | self | 0 | null |
Any new RAM coming soon with higher bandwith for offloading/running model on cpu? | 0 | any confirmed news? If bandwidth go up to 800gbs and under 4000 dollar for 128gbram then theres no need for dgx/strix halo anymore right?
at the current market price do you just buy second hand or ...maybe better if at a Relatively more affordable price after april2026 when 40%tariff lifted. | 2025-12-14T16:54:58 | https://www.reddit.com/r/LocalLLaMA/comments/1pmitq4/any_new_ram_coming_soon_with_higher_bandwith_for/ | Signal_Fuel_7199 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmitq4 | false | null | t3_1pmitq4 | /r/LocalLLaMA/comments/1pmitq4/any_new_ram_coming_soon_with_higher_bandwith_for/ | false | false | self | 0 | null |
Why the hate for Grok? | 0 | Please don't tell me of Grok's past nor remind me who created grok, I'm speaking of THE LATEST GROK,the model is surprisingly good at factual things without reasoning,the model is almost SOTA which wasn't the case with 4.0 (now we are on 4.1) I tested model reasoning,factual accuracy,step-by-step planning etc.. the mod... | 2025-12-14T16:54:28 | https://www.reddit.com/r/LocalLLaMA/comments/1pmit9y/why_the_hate_for_grok/ | lossless-compression | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmit9y | false | null | t3_1pmit9y | /r/LocalLLaMA/comments/1pmit9y/why_the_hate_for_grok/ | false | false | self | 0 | null |
Anyone has a good Wan 2.2 animate workflow for that ? | 3 | I want to do this [https://x.com/i/status/1999632321998426616](https://x.com/i/status/1999632321998426616) but with other characters, I tested a bunch of workflows I found but it either doesn't work or the result is bad
Anyone has a good workflow that works for that use case ? it would also be nice it can handle the f... | 2025-12-14T16:48:22 | https://www.reddit.com/r/LocalLLaMA/comments/1pmint2/anyone_has_a_good_wan_22_animate_workflow_for_that/ | Tenkinn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmint2 | false | null | t3_1pmint2 | /r/LocalLLaMA/comments/1pmint2/anyone_has_a_good_wan_22_animate_workflow_for_that/ | false | false | self | 3 | null |
Anyone here using an AI meeting assistant that doesn’t join calls as a bot? | 9 | I’ve been looking for an AI meeting assistant mainly for notes and summaries, but most tools I tried rely on a bot joining the meeting or pushing everything to the cloud, which I’m not a fan of.
I tried Bluedot recently and it’s actually worked pretty well. It records on-device and doesn’t show up in the meeting, and ... | 2025-12-14T16:19:09 | https://www.reddit.com/r/LocalLLaMA/comments/1pmhx4h/anyone_here_using_an_ai_meeting_assistant_that/ | sash20 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmhx4h | false | null | t3_1pmhx4h | /r/LocalLLaMA/comments/1pmhx4h/anyone_here_using_an_ai_meeting_assistant_that/ | false | false | self | 9 | null |
Open source AI voice dictation app with a fully customizable STT and LLM pipeline | 8 | [Tambourine](https://github.com/kstonekuan/tambourine-voice) is an open source, cross-platform voice dictation app that uses a configurable STT and LLM pipeline to turn natural speech into clean, formatted text in any app.
I have been building this on the side for a few weeks. The motivation was wanting something like... | 2025-12-14T16:12:12 | https://v.redd.it/2lthwgux177g1 | kuaythrone | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pmhqyf | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/2lthwgux177g1/DASHPlaylist.mpd?a=1768322957%2COTNiMDg4NDkyMjYxMTI3OWJiOWIwMzFiMzM3YWM3NDEyZGIyODc5MDIyMzlmY2NhNGIwMjE5NTJhODJlYmMxZg%3D%3D&v=1&f=sd', 'duration': 21, 'fallback_url': 'https://v.redd.it/2lthwgux177g1/CMAF_720.mp4?source=fallback', 'ha... | t3_1pmhqyf | /r/LocalLLaMA/comments/1pmhqyf/open_source_ai_voice_dictation_app_with_a_fully/ | false | false | 8 | {'enabled': False, 'images': [{'id': 'Mnp3dzdndXgxNzdnMWbm4LH1uRTzl5pkCQxolZmX4naBBzxr0XC64gEmhmiH', 'resolutions': [{'height': 73, 'url': 'https://external-preview.redd.it/Mnp3dzdndXgxNzdnMWbm4LH1uRTzl5pkCQxolZmX4naBBzxr0XC64gEmhmiH.png?width=108&crop=smart&format=pjpg&auto=webp&s=c0ffeae0efbdd75d3af36b31dab0ac9b1744b... | |
I need an LLM to interpret large data | 0 | I have a for example GPS log containing 700,000 looks of coordinates and some additional information. Is there an LLM that can be fed such days?
I can't use any code because the input data can be anything. | 2025-12-14T16:01:15 | https://www.reddit.com/r/LocalLLaMA/comments/1pmhh8m/i_need_an_llm_to_interpret_large_data/ | inAbigworld | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmhh8m | false | null | t3_1pmhh8m | /r/LocalLLaMA/comments/1pmhh8m/i_need_an_llm_to_interpret_large_data/ | false | false | self | 0 | null |
Great alternative to Elevenlabs (no promo) | 0 | Hey guys, I am in faceless category... the alternative is called [GenAIpro.vn](https://genaipro.vn?ref=sunwe1) ... Its like 90%+ cheaper comparing to Elevenlabs. I use it daily rn | 2025-12-14T15:55:25 | https://www.reddit.com/r/LocalLLaMA/comments/1pmhc77/great_alternative_to_elevenlabs_no_promo/ | MountainLocksmith199 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmhc77 | false | null | t3_1pmhc77 | /r/LocalLLaMA/comments/1pmhc77/great_alternative_to_elevenlabs_no_promo/ | false | false | self | 0 | null |
Opencode Agent Mobile Manager - PR on the go! | 3 | [Opencode-Manager](https://github.com/chriswritescode-dev/opencode-manager) Mobile-first web interface for OpenCode AI agent. Manage, control, and code with OpenCode from any device - your phone, tablet, or desktop. Features Git integration, file management, and real-time chat in a responsive PWA. Deploy with Docker fo... | 2025-12-14T15:31:28 | https://www.reddit.com/r/LocalLLaMA/comments/1pmgs68/opencode_agent_mobile_manager_pr_on_the_go/ | getfitdotus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmgs68 | false | null | t3_1pmgs68 | /r/LocalLLaMA/comments/1pmgs68/opencode_agent_mobile_manager_pr_on_the_go/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'd4umRlPmlZIB6A1wVLUKpm9nG5C77RVRRCwYw13gMLQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/d4umRlPmlZIB6A1wVLUKpm9nG5C77RVRRCwYw13gMLQ.png?width=108&crop=smart&auto=webp&s=59d17e146031a7f36a804138b4f913f96193509f', 'width': 108}, {'height': 108, 'url': 'h... |
I’m building a Card Battler where an AI Game Master narrates every play | 32 | Hello [r/LocalLLaMA](https://www.reddit.com/r/LocalLLaMA/), I’m sharing the first public alpha of Moonfall.
This project asks a simple question: What happens if we replace complex game mechanics with intelligent simulation?
In this game, cards don't have stats or HP. They are characters in a story. When you play a ca... | 2025-12-14T15:30:46 | https://v.redd.it/wufxid4iu67g1 | SurrealEverything | v.redd.it | 2025-12-14T16:29:50 | 0 | {} | 1pmgrln | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/wufxid4iu67g1/DASHPlaylist.mpd?a=1768321939%2CZGZhOWViZjk1MmMxM2UzMDkyMWIxYjE3OWJiZTg1MTQ4MzllMGEyZmY4OWViYTEyZThlNjM5MTNiZmNlMDM2Mw%3D%3D&v=1&f=sd', 'duration': 72, 'fallback_url': 'https://v.redd.it/wufxid4iu67g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1pmgrln | /r/LocalLLaMA/comments/1pmgrln/im_building_a_card_battler_where_an_ai_game/ | false | false | 32 | {'enabled': False, 'images': [{'id': 'NHh1MWY5M2l1NjdnMYHRhxtYg3-tw5W6v7THwCwHfJhsGcP1lf_BRuhJFWxY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/NHh1MWY5M2l1NjdnMYHRhxtYg3-tw5W6v7THwCwHfJhsGcP1lf_BRuhJFWxY.png?width=108&crop=smart&format=pjpg&auto=webp&s=5330b96114a72ababe5b34962a03e6683107a... | |
To Mistral and other lab employees: please test with community tools BEFORE releasing models | 134 | With Devstral 2, what should have been a great release has instead hurt Mistral's reputation. I've read accusations of cheating/falsifying benchmarks (even saw someone saying the model scoring 2% when he ran thew same benchmark), repetition loops, etc.
Of course Mistral didn't release broken models with the intelligen... | 2025-12-14T15:24:05 | https://www.reddit.com/r/LocalLLaMA/comments/1pmgm2x/to_mistral_and_other_lab_employees_please_test/ | dtdisapointingresult | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmgm2x | false | null | t3_1pmgm2x | /r/LocalLLaMA/comments/1pmgm2x/to_mistral_and_other_lab_employees_please_test/ | false | false | self | 134 | null |
Book writing PC setup help request | 0 | Im looking to build a PC to help me build a a series of nonfiction history books pulling from my 1tb library of books, articles, and video as the main source of information with use of the internet to provide any further context.
I'm wanting to create a long 750-1000 page book, along with smaller 100-250 page books,... | 2025-12-14T15:11:26 | https://www.reddit.com/r/LocalLLaMA/comments/1pmgbh5/book_writing_pc_setup_help_request/ | zh4k | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmgbh5 | false | null | t3_1pmgbh5 | /r/LocalLLaMA/comments/1pmgbh5/book_writing_pc_setup_help_request/ | false | false | self | 0 | null |
[HELP] Very slow Unsloth fine-tuning on AMD RX 7800 XT (ROCm 7.1.1, PyTorch 2.9.1) - Stuck at ~11-12s/it | 2 | Hey everyone,
I'm trying to fine-tune a Llama 3 8B model using Unsloth (LoRA 4-bit, BF16) on my AMD Radeon RX 7800 XT with ROCm 7.1.1 and PyTorch 2.9.1.
My current iteration speed is extremely slow, consistently around \*\*11-12 seconds per iteration\*\* for a total batch size of 8 (per\_device\_train\_batch\_size = ... | 2025-12-14T15:06:35 | https://www.reddit.com/r/LocalLLaMA/comments/1pmg7en/help_very_slow_unsloth_finetuning_on_amd_rx_7800/ | Longjumping-Unit-420 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmg7en | false | null | t3_1pmg7en | /r/LocalLLaMA/comments/1pmg7en/help_very_slow_unsloth_finetuning_on_amd_rx_7800/ | false | false | self | 2 | null |
Choosing the right AI Model for a Backend AI Assistant | 0 | Hello everyone,
I’m building a web application, and the MVP is mostly complete. I’m now working on integrating an AI assistant into the app and would really appreciate advice from people who have tackled similar challenges.
**Use case**
The AI assistant’s role is intentionally narrow and tightly scoped to the applic... | 2025-12-14T15:06:08 | https://www.reddit.com/r/LocalLLaMA/comments/1pmg71v/choosing_the_right_ai_model_for_a_backend_ai/ | 3CP012 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmg71v | false | null | t3_1pmg71v | /r/LocalLLaMA/comments/1pmg71v/choosing_the_right_ai_model_for_a_backend_ai/ | false | false | self | 0 | null |
I trained a new TTS model with Zero-shot Voice Cloning and Duration Control! | 41 | [Model Architecture](https://preview.redd.it/d2v3vbcnm67g1.png?width=1408&format=png&auto=webp&s=7c9fd7be647e40ad46c85027924a818139297657)
Hey r/LocalLLaMA,
I’ve been working on a hobby project to build a multilingual TTS model using an Encoder-Decoder architecture, and I’m excited to finally share **T5Gemma-TTS-2b-2... | 2025-12-14T14:46:50 | https://www.reddit.com/r/LocalLLaMA/comments/1pmfqx5/i_trained_a_new_tts_model_with_zeroshot_voice/ | Aratako_LM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmfqx5 | false | null | t3_1pmfqx5 | /r/LocalLLaMA/comments/1pmfqx5/i_trained_a_new_tts_model_with_zeroshot_voice/ | false | false | 41 | null | |
[Day 1] Can hobbyists design a robust LLM? Making a community open-source LLM, top comments get implemented. | 1 | [removed] | 2025-12-14T14:36:17 | https://www.reddit.com/r/LocalLLaMA/comments/1pmfii7/day_1_can_hobbyists_design_a_robust_llm_making_a/ | Shizuka_Kuze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmfii7 | false | null | t3_1pmfii7 | /r/LocalLLaMA/comments/1pmfii7/day_1_can_hobbyists_design_a_robust_llm_making_a/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'ISlMG79SnEMMNKzsgrxlIAbJtx15nfPJz7ZPD4QTqCk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ISlMG79SnEMMNKzsgrxlIAbJtx15nfPJz7ZPD4QTqCk.png?width=108&crop=smart&auto=webp&s=b722915440ca4f493e8d2072541d580b5182b713', 'width': 108}, {'height': 108, 'url': 'h... |
First AI implosion: Oracle | 248 | Post says first domino to fall will be Oracle: [https://x.com/shanaka86/status/2000057734419620155](https://x.com/shanaka86/status/2000057734419620155)
After the implosion we should get our cheap memory back. I doubt this ram shortage is going to last as long as the chip shortage for cars. That one was 18 months. ... | 2025-12-14T14:33:45 | https://www.reddit.com/r/LocalLLaMA/comments/1pmfglp/first_ai_implosion_oracle/ | Terminator857 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmfglp | false | null | t3_1pmfglp | /r/LocalLLaMA/comments/1pmfglp/first_ai_implosion_oracle/ | false | false | self | 248 | null |
What are the current (December 2025) best guides to fine-tuning? | 9 | Hi, I am looking to learn more about fine-tuning---both what is going on under the hood and actually fine-tune a small model (8b) myself. I have Google Collab pro fwiw. What are are the best guides to fine-tuning from start to finish? | 2025-12-14T14:26:21 | https://www.reddit.com/r/LocalLLaMA/comments/1pmfalp/what_are_the_current_december_2025_best_guides_to/ | arc_in_tangent | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmfalp | false | null | t3_1pmfalp | /r/LocalLLaMA/comments/1pmfalp/what_are_the_current_december_2025_best_guides_to/ | false | false | self | 9 | null |
What you think of GLM 4.6 Coding agent vs Claude Opus, Gemini 3 Pro and Codex for vibe coding? I personally love it! | 44 |
I grabbed the black Friday plan I think its pretty awesome deal 🙅 | 2025-12-14T13:58:47 | Kitchen_Sympathy_344 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pmeomn | false | null | t3_1pmeomn | /r/LocalLLaMA/comments/1pmeomn/what_you_think_of_glm_46_coding_agent_vs_claude/ | false | false | 44 | {'enabled': True, 'images': [{'id': 'KlgS1x_mXozsMfmrOjDhmXrZV15CK4sPs-KUHj-2FSU', 'resolutions': [{'height': 145, 'url': 'https://preview.redd.it/voa34xo9e67g1.jpeg?width=108&crop=smart&auto=webp&s=c1a4779a0463ada01d57409678b29f28a29d731a', 'width': 108}, {'height': 290, 'url': 'https://preview.redd.it/voa34xo9e67g1.j... | ||
Tiiny AI Pocket Lab: Mini PC with 12-core ARM CPU and 80 GB LPDDR5X memory unveiled ahead of CES | 7 | 2025-12-14T13:52:33 | https://www.notebookcheck.net/Tiiny-AI-Pocket-Lab-Mini-PC-with-12-core-ARM-CPU-and-80-GB-LPDDR5X-memory-unveiled-ahead-of-CES.1182794.0.html | mycall | notebookcheck.net | 1970-01-01T00:00:00 | 0 | {} | 1pmek1c | false | null | t3_1pmek1c | /r/LocalLLaMA/comments/1pmek1c/tiiny_ai_pocket_lab_mini_pc_with_12core_arm_cpu/ | false | false | default | 7 | {'enabled': False, 'images': [{'id': '3BWq2OGVCN-XUwI7RDPxgzpbXxPS6yQ0fBBF6Mub_7Y', 'resolutions': [{'height': 89, 'url': 'https://external-preview.redd.it/3BWq2OGVCN-XUwI7RDPxgzpbXxPS6yQ0fBBF6Mub_7Y.jpeg?width=108&crop=smart&auto=webp&s=359aa4a84ca5fdae6567f13747f0cd9e21c53230', 'width': 108}, {'height': 178, 'url': '... | |
llama.cpp wrapper for running GGUF models locally on Android | 1 | [removed] | 2025-12-14T13:50:37 | https://www.reddit.com/r/LocalLLaMA/comments/1pmeilh/llamacpp_wrapper_for_running_gguf_models_locally/ | Aatricks | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmeilh | false | null | t3_1pmeilh | /r/LocalLLaMA/comments/1pmeilh/llamacpp_wrapper_for_running_gguf_models_locally/ | false | false | self | 1 | null |
Using NVMe and Pliops XDP Lightning AI for near infinite “VRAM”? | 0 | So, I just read the following [Medium article](https://medium.com/data-science-collective/how-to-give-your-rtx-gpu-nearly-infinite-memory-for-llm-inference-de2c57af1e82), and it sounds too good to be true. The article proposes to use XDP Lightning AI (which from a short search appears to costs around 4k) to use an SSD ... | 2025-12-14T13:38:25 | https://www.reddit.com/r/LocalLLaMA/comments/1pme9p4/using_nvme_and_pliops_xdp_lightning_ai_for_near/ | poopsick1e | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pme9p4 | false | null | t3_1pme9p4 | /r/LocalLLaMA/comments/1pme9p4/using_nvme_and_pliops_xdp_lightning_ai_for_near/ | false | false | self | 0 | null |
Using NVMe and Pliops XDP Lightning AI for near infinite “VRAM”? | 1 | So, I just read the following [Medium article](https://medium.com/data-science-collective/how-to-give-your-rtx-gpu-nearly-infinite-memory-for-llm-inference-de2c57af1e82), and it sounds too good to be true. The article proposes to use [XDP Lightning AI](https://pliops.com/lightning-ai/) (which from a short search appear... | 2025-12-14T13:37:19 | https://www.reddit.com/r/LocalLLaMA/comments/1pme8vb/using_nvme_and_pliops_xdp_lightning_ai_for_near/ | poopsick1e | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pme8vb | false | null | t3_1pme8vb | /r/LocalLLaMA/comments/1pme8vb/using_nvme_and_pliops_xdp_lightning_ai_for_near/ | false | false | self | 1 | null |
Using NVMe and Pliops XDP Lightning AI for near infinite “VRAM”? | 1 | So, I just read the following [Medium article](https://medium.com/data-science-collective/how-to-give-your-rtx-gpu-nearly-infinite-memory-for-llm-inference-de2c57af1e82), and it sounds too good to be true. The article proposes to use [XDP Lightning AI](https://pliops.com/lightning-ai/) (which from a short search appear... | 2025-12-14T13:36:49 | https://www.reddit.com/r/LocalLLaMA/comments/1pme8hi/using_nvme_and_pliops_xdp_lightning_ai_for_near/ | poopsick1e | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pme8hi | false | null | t3_1pme8hi | /r/LocalLLaMA/comments/1pme8hi/using_nvme_and_pliops_xdp_lightning_ai_for_near/ | false | false | self | 1 | null |
Benchmark help for new DB type | 0 | I just finished a new type of DataBase called a phase lattice. I was hoping for some advice on what to shoot for in benchmarking as well as some training sets that are diverse to test this with. Thanks in advance! | 2025-12-14T13:28:44 | https://v.redd.it/fok7a2ef867g1 | Novel-Variation1357 | /r/LocalLLaMA/comments/1pme2kt/benchmark_help_for_new_db_type/ | 1970-01-01T00:00:00 | 0 | {} | 1pme2kt | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/fok7a2ef867g1/DASHPlaylist.mpd?a=1768440530%2CMDNmMzFjZWFlNWZkMmZhZDc1YmY1ZTU0ZWIyOGYyNzdkMzQ2NjU0MDMwZDNlZmY5YzFlY2Y1ODY0MjFmOGVkZg%3D%3D&v=1&f=sd', 'duration': 383, 'fallback_url': 'https://v.redd.it/fok7a2ef867g1/CMAF_1080.mp4?source=fallback', '... | t3_1pme2kt | /r/LocalLLaMA/comments/1pme2kt/benchmark_help_for_new_db_type/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'aGJubzY2ZWY4NjdnMbIoG3Zqj1uGKHGd-3M2Cz9b4G5fAlg2qEIilmyuHYEQ', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/aGJubzY2ZWY4NjdnMbIoG3Zqj1uGKHGd-3M2Cz9b4G5fAlg2qEIilmyuHYEQ.png?width=108&crop=smart&format=pjpg&auto=webp&s=75fa9d5c0a87ab71aafeb9542c0f2e3c5373... |
Voice → LLM → Obsidian vault on Android – anyone built this? | 6 | Hi everyone,
I’m looking for a clean and practical setup for voice → LLM → Obsidian, mainly on Android.
What I’m aiming for:
capture todos, questions, dates, and brain dumps via voice while on the go
have an LLM handle transcription + structuring (e.g., todos / projects / ideas)
voice-based interaction like: “What’... | 2025-12-14T13:24:46 | https://www.reddit.com/r/LocalLLaMA/comments/1pmdzn4/voice_llm_obsidian_vault_on_android_anyone_built/ | Weitflieger | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmdzn4 | false | null | t3_1pmdzn4 | /r/LocalLLaMA/comments/1pmdzn4/voice_llm_obsidian_vault_on_android_anyone_built/ | false | false | self | 6 | null |
Built a free unlimited chatbot using Ollama looking for LocalLLaMA feedback | 0 | Hey r/LocalLLaMA 👋
I’ve been building an AI roleplay platform called LennonAI, inspired by tools like HammerAI / JanitorAI, but focused on being free with no message limits.
LennonAI lets you create your own roleplay bots and interact with them, rather than general assistant style chatbots like ChatGPT. It’s powered... | 2025-12-14T13:19:42 | https://www.reddit.com/r/LocalLLaMA/comments/1pmdw1l/built_a_free_unlimited_chatbot_using_ollama/ | Asleep_Source_863 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmdw1l | false | null | t3_1pmdw1l | /r/LocalLLaMA/comments/1pmdw1l/built_a_free_unlimited_chatbot_using_ollama/ | false | false | self | 0 | null |
Hugging Face Wrapped 2025 (space) | 1 | From merve on 𝕏: [https://x.com/mervenoyann/status/1999872901345140934](https://x.com/mervenoyann/status/1999872901345140934) | 2025-12-14T13:04:47 | https://huggingface.co/spaces/huggingface/2025-wrapped | Nunki08 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1pmdlgt | false | null | t3_1pmdlgt | /r/LocalLLaMA/comments/1pmdlgt/hugging_face_wrapped_2025_space/ | false | false | default | 1 | null |
Metric for output stability vs. diversity in LLM | 0 | Hey folks,
I built a lightweight Python metric that quantifies how stable vs. diverse LLM outputs are when sampling stochastically (e.g. temperature > 0).
It flags what I call a reproducibility plateau: repeated generations from the same prompt that converge strongly despite randomness. This can be useful as a quick ... | 2025-12-14T12:55:18 | https://www.reddit.com/r/LocalLLaMA/comments/1pmdeua/metric_for_output_stability_vs_diversity_in_llm/ | Bart0Marcel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmdeua | false | null | t3_1pmdeua | /r/LocalLLaMA/comments/1pmdeua/metric_for_output_stability_vs_diversity_in_llm/ | false | false | self | 0 | null |
Devstral small 2 vs Minimax M2 | 1 | [removed] | 2025-12-14T12:44:31 | https://www.reddit.com/r/LocalLLaMA/comments/1pmd7y6/devstral_small_2_vs_minimax_m2/ | SettingOk2660 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmd7y6 | false | null | t3_1pmd7y6 | /r/LocalLLaMA/comments/1pmd7y6/devstral_small_2_vs_minimax_m2/ | false | false | self | 1 | null |
Resources for fine-tuning an LLM on a specific python library code for tool calling | 0 | I am looking for some resources/tutorials on how to fine-tune an LLM, specifically for better tool calling. For example, if I want the LLM to be an expert on the \`numpy\` library then I want to be able to pass in examples into a JSON file and fine-tune the LLM. Once I have the fine-tuned LLM, I want to be able to ask ... | 2025-12-14T12:20:45 | https://www.reddit.com/r/LocalLLaMA/comments/1pmcstz/resources_for_finetuning_an_llm_on_a_specific/ | These_Investigator84 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmcstz | false | null | t3_1pmcstz | /r/LocalLLaMA/comments/1pmcstz/resources_for_finetuning_an_llm_on_a_specific/ | false | false | self | 0 | null |
Fork of OpenCode + Qwen Code = Works ! | 5 | Tried OpenQode TUI IDE with Qwen Code agent Free?
https://github.com/roman-ryzenadvanced/OpenQode-Public-Alpha
Feel free share thoughts !
And of course, contribute and improve, you always welcome 😇
The free includes qwen code tier offers 2000 daily prompts and unlimited tokens 🌹 | 2025-12-14T11:56:06 | https://www.reddit.com/r/LocalLLaMA/comments/1pmcdj2/fork_of_opencode_qwen_code_works/ | Kitchen_Sympathy_344 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmcdj2 | false | null | t3_1pmcdj2 | /r/LocalLLaMA/comments/1pmcdj2/fork_of_opencode_qwen_code_works/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'W8oO-eHvoIwt2vQrO2b_K4KGGbkebPcEteLGz4LMCu4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/W8oO-eHvoIwt2vQrO2b_K4KGGbkebPcEteLGz4LMCu4.png?width=108&crop=smart&auto=webp&s=a327a416d09ae2d7b4cfe52bf6731fc496e3b02b', 'width': 108}, {'height': 108, 'url': 'h... |
I built a "Flight Recorder" for AI Agents because debugging print() logs was killing me. v2.0 is Open Source (Python). | 1 | Hey everyone,
I’ve been building local agents, and the debugging experience is terrible. I have 100-step loops, and when the agent hallucinates on Step 47, scrolling through a 50MB text log is impossible.
I realized we need something like a "Black Box" for AI execution—something that captures the code, the environment,... | 2025-12-14T11:49:57 | https://www.reddit.com/r/LocalLLaMA/comments/1pmc9xf/i_built_a_flight_recorder_for_ai_agents_because/ | ALWAYSHONEST69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmc9xf | false | null | t3_1pmc9xf | /r/LocalLLaMA/comments/1pmc9xf/i_built_a_flight_recorder_for_ai_agents_because/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'VQMkFj4gwAwkbX5QfqH8WQaSmZ4m3RLo_vH7ewcfUlY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/VQMkFj4gwAwkbX5QfqH8WQaSmZ4m3RLo_vH7ewcfUlY.png?width=108&crop=smart&auto=webp&s=5e6c83fc5f387caeacf26520653b74ecf2d37539', 'width': 108}, {'height': 108, 'url': 'h... |
Understanding the new router mode in llama cpp server | 162 | **What Router Mode Is**
* Router mode is a new way to run the llama cpp server that lets you manage multiple AI models at the same time without restarting the server each time you switch or load a model.
Previously, you had to start a new server process *per model*. Router mode changes that. This **update brings Olla... | 2025-12-14T11:46:05 | Dear-Success-1441 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pmc7lk | false | null | t3_1pmc7lk | /r/LocalLLaMA/comments/1pmc7lk/understanding_the_new_router_mode_in_llama_cpp/ | false | false | 162 | {'enabled': True, 'images': [{'id': 'NL9veLFPuCj0pRZ_Rw9wztg4s7QqR0Eca7gWjPN8uSs', 'resolutions': [{'height': 57, 'url': 'https://preview.redd.it/t0ptvz6tp57g1.jpeg?width=108&crop=smart&auto=webp&s=7059c8fdda16c411c93f1bc450fe796e892593c4', 'width': 108}, {'height': 114, 'url': 'https://preview.redd.it/t0ptvz6tp57g1.jp... | ||
running Deepseek v32 on consumer hardware llama.cpp/Sglang/vLLm | 0 | We are still waiting for features in vLLM and llama.cpp to support the new Deepseek v32. Finally figured out how Sglang solved it!
Hopefully soon works across the board. I tried to port the flashmla kernels to sm120 (rtx 50-series, pro 6000 etc) with no luck. Then I found the tilelang reference kernels in the Hug... | 2025-12-14T11:42:26 | https://www.reddit.com/r/LocalLLaMA/comments/1pmc5dn/running_deepseek_v32_on_consumer_hardware/ | Sorry_Ad191 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmc5dn | false | null | t3_1pmc5dn | /r/LocalLLaMA/comments/1pmc5dn/running_deepseek_v32_on_consumer_hardware/ | false | false | self | 0 | null |
🎅 Built a Santa Tracker powered by Ollama + Llama 3.2 (100% local, privacy-first) | 1 | Hello r/LocalLLaMA !
With Xmas around the corner, I built a fun Santa Tracker app that's powered entirely by **local AI** using Ollama and Llama 3.2. No cloud APIs, no data collection - everything runs on your machine!
https://preview.redd.it/xdnhwq3s647g1.png?width=1136&format=png&auto=webp&s=a9baf1de38ee213394ee... | 2025-12-14T11:40:59 | https://www.reddit.com/r/LocalLLaMA/comments/1pmc4ip/built_a_santa_tracker_powered_by_ollama_llama_32/ | VegetableSense | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmc4ip | false | null | t3_1pmc4ip | /r/LocalLLaMA/comments/1pmc4ip/built_a_santa_tracker_powered_by_ollama_llama_32/ | false | false | 1 | null | |
Baffled at stupidity of GPT-OSS-120b | 81 | I am generally happy with my GPT-OSS-120b, thinking it is decently smart and all... But stumbled across the following trick question here on Reddit and had to try it (thanks u/kevin_1994!):
\`What should be the punishment for looking at your opponent's board in chess?\`
Got the following reply...
\---
**Short answe... | 2025-12-14T11:31:14 | https://www.reddit.com/r/LocalLLaMA/comments/1pmbyuk/baffled_at_stupidity_of_gptoss120b/ | eribob | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmbyuk | false | null | t3_1pmbyuk | /r/LocalLLaMA/comments/1pmbyuk/baffled_at_stupidity_of_gptoss120b/ | false | false | self | 81 | null |
What do you think? | 56 | 2025-12-14T11:31:12 | Difficult-Cap-7527 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pmbytz | false | null | t3_1pmbytz | /r/LocalLLaMA/comments/1pmbytz/what_do_you_think/ | false | false | default | 56 | {'enabled': True, 'images': [{'id': 't7969gavn57g1', 'resolutions': [{'height': 147, 'url': 'https://preview.redd.it/t7969gavn57g1.jpeg?width=108&crop=smart&auto=webp&s=9e5abbfcf3f8e851d1001ebcab5b3b9f078e236f', 'width': 108}, {'height': 294, 'url': 'https://preview.redd.it/t7969gavn57g1.jpeg?width=216&crop=smart&auto=... | ||
Just trying to understand the real problems... | 0 | [removed] | 2025-12-14T11:30:57 | https://www.reddit.com/r/LocalLLaMA/comments/1pmbyo8/just_trying_to_understand_the_real_problems/ | Logical_Procedure805 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmbyo8 | false | null | t3_1pmbyo8 | /r/LocalLLaMA/comments/1pmbyo8/just_trying_to_understand_the_real_problems/ | false | false | self | 0 | null |
Experiment: 'Freezing' the instruction state so I don't have to re-ingest 10k tokens every turn (Ollama/Llama 3) | 0 | I’ve been running Llama 3 (8B and 70B via Ollama) for a long RP/coding workflow, and I hit that classic wall where the chat gets too long, and suddenly:
\- Inference speed tanks because it has to re-process the huge context history every turn.-
\- Instruction drift kicks in (it forgets the negative constraints I set... | 2025-12-14T11:23:38 | https://www.reddit.com/r/LocalLLaMA/comments/1pmbubd/experiment_freezing_the_instruction_state_so_i/ | Main_Payment_6430 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmbubd | false | null | t3_1pmbubd | /r/LocalLLaMA/comments/1pmbubd/experiment_freezing_the_instruction_state_so_i/ | false | false | self | 0 | null |
Journaling with LLMs | 10 | The main benefit of local LLMs is the privacy and I personally feel like my emotions and deep thoughts are the thing I’m least willing to send through the interwebs.
I’ve been thinking about using local LLMs (gpt-oss-120b most likely as that runs superbly on my Mac) to help me dive deeper, spot patterns, and give guid... | 2025-12-14T11:21:37 | https://www.reddit.com/r/LocalLLaMA/comments/1pmbt62/journaling_with_llms/ | lakySK | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmbt62 | false | null | t3_1pmbt62 | /r/LocalLLaMA/comments/1pmbt62/journaling_with_llms/ | false | false | self | 10 | null |
How evaluating ai models should be done | 0 | The orginal Article was created by Nexus at [theenexus.com](http://theenexus.com)
The Crisis of Trust in AI Benchmarks
The AI industry has a dirty secret: the benchmarks everyone uses to compare models are fundamentally broken. Not because the tests themselves are poorly designed, but because they've become t... | 2025-12-14T11:20:43 | https://www.reddit.com/r/LocalLLaMA/comments/1pmbsnr/how_evaluating_ai_models_should_be_done/ | bob_the_scob | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmbsnr | false | null | t3_1pmbsnr | /r/LocalLLaMA/comments/1pmbsnr/how_evaluating_ai_models_should_be_done/ | false | false | self | 0 | null |
Beyond Data Filtering: Knowledge Localization for Capability Removal in LLMs | 0 | new anthropic paper on **localizing dangerous knowledge** instead of letting it leak everywhere in the model: [arxiv.org/abs/2512.05648](http://arxiv.org/abs/2512.05648)
where we started: llms pick up risky stuff from messy datasets. filters miss things, bad content gets trained in, and once it’s there it’s almost imp... | 2025-12-14T11:10:29 | https://www.reddit.com/r/LocalLLaMA/comments/1pmbmt1/beyond_data_filtering_knowledge_localization_for/ | vladlearns | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmbmt1 | false | null | t3_1pmbmt1 | /r/LocalLLaMA/comments/1pmbmt1/beyond_data_filtering_knowledge_localization_for/ | false | false | self | 0 | null |
Router mode in llama cpp server: dynamically load, unload, and switch models without restarting | 1 | This update brings Ollama-like functionality to the lightweight llama cpp server
**Key Features**
1. **Auto-discovery**: Scans your llama.cpp cache (default) or a custom `--models-dir` folder for GGUF files
2. **On-demand loading**: Models load automatically when first requested
3. **LRU eviction**: When you hit `--... | 2025-12-14T11:07:07 | https://www.reddit.com/r/LocalLLaMA/comments/1pmbkw7/router_mode_in_llama_cpp_server_dynamically_load/ | Dear-Success-1441 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmbkw7 | false | null | t3_1pmbkw7 | /r/LocalLLaMA/comments/1pmbkw7/router_mode_in_llama_cpp_server_dynamically_load/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '8Hy799ws5wvJKYaRb__KN0TGXYxiPxKG6PuG-1SlIWg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/8Hy799ws5wvJKYaRb__KN0TGXYxiPxKG6PuG-1SlIWg.png?width=108&crop=smart&auto=webp&s=df0ca42284db128adbcc691988a242bcf784ab60', 'width': 108}, {'height': 117, 'url': 'h... |
anyone else seen the Nexus AI Station on Kickstarter? 👀 | 0 | Just came across this thing on KS [https://www.kickstarter.com/projects/harbor/nexus-unleash-pro-grade-ai-with-full-size-gpu-acceleration/description?category\_id=52&ref=discovery\_category&total\_hits=512](https://www.kickstarter.com/projects/harbor/nexus-unleash-pro-grade-ai-with-full-size-gpu-acceleration/descript... | 2025-12-14T10:55:00 | Internal-Shift-7931 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pmbdwe | false | null | t3_1pmbdwe | /r/LocalLLaMA/comments/1pmbdwe/anyone_else_seen_the_nexus_ai_station_on/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '8ug91z4vg57g1', 'resolutions': [{'height': 59, 'url': 'https://preview.redd.it/8ug91z4vg57g1.png?width=108&crop=smart&auto=webp&s=00839e6b35eef05533c31b64f789c0779d160461', 'width': 108}, {'height': 118, 'url': 'https://preview.redd.it/8ug91z4vg57g1.png?width=216&crop=smart&auto=web... | |
[Project] I built a fully local autonomous QA Agent that writes & fixes unit tests using Ollama (Llama 3 / DeepSeek) or any Cloud APIs | 1 | **Repo:** [https://github.com/tripathiji1312/ghost](https://www.google.com/url?sa=E&q=https%3A%2F%2Fgithub.com%2Ftripathiji1312%2Fghost)
**Pip:** `pip install ghosttest`
Please give your reviews and give your insights and contributions. | 2025-12-14T10:35:22 | https://www.reddit.com/gallery/1pmb335 | Swarnim1312 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1pmb335 | false | null | t3_1pmb335 | /r/LocalLLaMA/comments/1pmb335/project_i_built_a_fully_local_autonomous_qa_agent/ | false | false | 1 | null | |
[Project] I built a fully local autonomous QA Agent that writes & fixes unit tests using Ollama (Llama 3 / DeepSeek) or any Cloud APIs | 1 | **Repo:** [https://github.com/tripathiji1312/ghost](https://www.google.com/url?sa=E&q=https%3A%2F%2Fgithub.com%2Ftripathiji1312%2Fghost)
**Pip:** pip install ghosttest
Give your reviews, and I also need some contributors.
[It will create ghost.toml and .ghost files](https://i.redd.it/xxh4n7cad57g1.gif)
[It will... | 2025-12-14T10:33:10 | https://www.reddit.com/r/LocalLLaMA/comments/1pmb1uh/project_i_built_a_fully_local_autonomous_qa_agent/ | Swarnim1312 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmb1uh | false | null | t3_1pmb1uh | /r/LocalLLaMA/comments/1pmb1uh/project_i_built_a_fully_local_autonomous_qa_agent/ | false | false | 1 | null | |
Sick of uploading sensitive PDFs to ChatGPT? I built a fully offline "Second Brain" using Llama 3 + Python (No API keys needed) | 0 | Hi everyone,
I love LLMs for summarizing documents, but I work with some sensitive data (contracts/personal finance) that I strictly refuse to upload to the cloud.
I realized many people are stuck between "not using AI" or "giving away their data". So, I built a simple, local RAG (Retrieval-Augmented Generation) pipeli... | 2025-12-14T10:16:58 | https://www.reddit.com/r/LocalLLaMA/comments/1pmasvd/sick_of_uploading_sensitive_pdfs_to_chatgpt_i/ | jokiruiz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmasvd | false | null | t3_1pmasvd | /r/LocalLLaMA/comments/1pmasvd/sick_of_uploading_sensitive_pdfs_to_chatgpt_i/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '8GS13yDTMLSm67ngpU14HR2gL53-7BT8cJuCY9oAGGo', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/8GS13yDTMLSm67ngpU14HR2gL53-7BT8cJuCY9oAGGo.jpeg?width=108&crop=smart&auto=webp&s=0c12c3a20fed6e4cc9c6da183dbd8bf62cd6065f', 'width': 108}, {'height': 162, 'url': '... |
Модели которые обучены на русском | 0 | Есть ли модели до 3 млрд параметров а лучше меньше которые обучены на русском языке? | 2025-12-14T09:52:21 | https://www.reddit.com/r/LocalLLaMA/comments/1pmaf9b/модели_которые_обучены_на_русском/ | Objective-Good310 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pmaf9b | false | null | t3_1pmaf9b | /r/LocalLLaMA/comments/1pmaf9b/модели_которые_обучены_на_русском/ | false | false | self | 0 | null |
Show: A deterministic agent runtime that works with small models (GPT-5-mini, GPT-4o-mini) | 4 | Hi r/LocalLLaMA,
I wanted to share a small demo I’ve been working on around an **agent runtime design that stays simple enough to work with small, cheap models**.
**TL;DR**
This is a demo web app where the LLM never mutates UI or application state directly.
It only emits validated **Intents**, which are then exec... | 2025-12-14T09:21:19 | https://v.redd.it/ln1b16ii057g1 | TraditionalListen994 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pm9yzy | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/ln1b16ii057g1/DASHPlaylist.mpd?a=1768296094%2CM2JkNzA2OTRiZjY5MjRmODIzOTg1OThkOGE4MmY0MGI0M2U4MGY5MjMxYjYxMDM3MWI3YzZiMWVmOGRhYmEyNQ%3D%3D&v=1&f=sd', 'duration': 26, 'fallback_url': 'https://v.redd.it/ln1b16ii057g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1pm9yzy | /r/LocalLLaMA/comments/1pm9yzy/show_a_deterministic_agent_runtime_that_works/ | false | false | 4 | {'enabled': False, 'images': [{'id': 'NjRjOG9saWkwNTdnMQ-B8_9qWYO_RAPmf4gIEnQjDPfr2OOW9e1-Pv7DoGUY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NjRjOG9saWkwNTdnMQ-B8_9qWYO_RAPmf4gIEnQjDPfr2OOW9e1-Pv7DoGUY.png?width=108&crop=smart&format=pjpg&auto=webp&s=c2ef9cad5e75af4082fa54a6e8e5222d39838... | |
vibe + devstral2 small | 25 | Anyone else using this combo?
i think its fairly amazing, rtx3090 with q4 and q4 for kv fits well with 110k context.
these two are little miracle, the first local coding that ive used that can actually do stuff that i would consider useful for production work. | 2025-12-14T09:19:25 | https://www.reddit.com/r/LocalLLaMA/comments/1pm9xzg/vibe_devstral2_small/ | megadonkeyx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm9xzg | false | null | t3_1pm9xzg | /r/LocalLLaMA/comments/1pm9xzg/vibe_devstral2_small/ | false | false | self | 25 | null |
Trade Offer: Blackwell GPU for Desktop DGX Spark | 0 | Give me your used/open box 96gb blackwell gpus and i will buy you a brand new dgx spark of your choosing
you get inference with 128gb vram
i get more fp32 compute
win win
serious inquiries only | 2025-12-14T09:18:17 | https://www.reddit.com/r/LocalLLaMA/comments/1pm9xcw/trade_offer_blackwell_gpu_for_desktop_dgx_spark/ | yuukui | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm9xcw | false | null | t3_1pm9xcw | /r/LocalLLaMA/comments/1pm9xcw/trade_offer_blackwell_gpu_for_desktop_dgx_spark/ | false | false | self | 0 | null |
[Help] Claude Code + llama.cpp -- How to give the model access to knowledge like the tailwind and gsap? | 1 | Hey all,
I've got Claude code running with Qwen3 Coder and I notice it is limited in knowledge. How would I give it better understanding of things like Wordpress, Tailwind, Gsap, Barbajs, Alpinejs, Laravel etc.?
| 2025-12-14T08:52:25 | https://www.reddit.com/r/LocalLLaMA/comments/1pm9jic/help_claude_code_llamacpp_how_to_give_the_model/ | designbanana | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm9jic | false | null | t3_1pm9jic | /r/LocalLLaMA/comments/1pm9jic/help_claude_code_llamacpp_how_to_give_the_model/ | false | false | self | 1 | null |
Train open source LLM with own data(documentation, apis, etc) | 0 | There are millions of posts online about training LLMs with custom data, but almost none of them explain what I actually need.
Here is the real scenario.
Assume I work at a company like Stripe or WhatsApp that exposes hundreds of paid APIs. All of this information is already public. The documentation explains how to ... | 2025-12-14T08:44:39 | https://www.reddit.com/r/LocalLLaMA/comments/1pm9f90/train_open_source_llm_with_own_datadocumentation/ | gauravvjn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm9f90 | false | null | t3_1pm9f90 | /r/LocalLLaMA/comments/1pm9f90/train_open_source_llm_with_own_datadocumentation/ | false | false | self | 0 | null |
I built an OS style web based Ollama manager GUI that manages a remote or local Ollama Server | 0 | I built an OS style web based GUI Ollama manager that handles model management (pull/delete/view), chat, model listings, terminal, shows a dashboard, lets you compare single prompt against multiple models, conversation export as md or json, and some other things. Sure some menus still have to be hooked up on the main "... | 2025-12-14T08:39:56 | g023dev | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pm9col | false | null | t3_1pm9col | /r/LocalLLaMA/comments/1pm9col/i_built_an_os_style_web_based_ollama_manager_gui/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'hZVze7m7d7UYUAckuAshHtLtfDxb8Qm7r--mSjP4rwM', 'resolutions': [{'height': 68, 'url': 'https://preview.redd.it/0g0c2jrys47g1.png?width=108&crop=smart&auto=webp&s=4c7be5e965a28d9b01dbb33da913a10574eab7ce', 'width': 108}, {'height': 136, 'url': 'https://preview.redd.it/0g0c2jrys47g1.png... | ||
AI data centers are getting rejected. Will this slow down AI progress? | 5 | 2025-12-14T08:31:57 | Tolopono | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pm98gz | false | null | t3_1pm98gz | /r/LocalLLaMA/comments/1pm98gz/ai_data_centers_are_getting_rejected_will_this/ | false | false | default | 5 | {'enabled': True, 'images': [{'id': '1m5twqoxr47g1', 'resolutions': [{'height': 70, 'url': 'https://preview.redd.it/1m5twqoxr47g1.jpeg?width=108&crop=smart&auto=webp&s=04ab5b3ba407b17df9859591cdf90e08a7146958', 'width': 108}, {'height': 141, 'url': 'https://preview.redd.it/1m5twqoxr47g1.jpeg?width=216&crop=smart&auto=w... | ||
AI assisted coding with open weight models | 8 | Hi all,
TLDR: I need good tool and good model for coding
I was using Cursor extensively. I bought 20$ and Auto can do lots of good things, and it was free. So I didn’t think too much about other coding tools and models. Recently, Cursor made Auto paid. I did use all my limits after 15 days. I am looking for a good ... | 2025-12-14T08:11:33 | https://www.reddit.com/r/LocalLLaMA/comments/1pm8x8e/ai_assisted_coding_with_open_weight_models/ | nonerequired_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm8x8e | false | null | t3_1pm8x8e | /r/LocalLLaMA/comments/1pm8x8e/ai_assisted_coding_with_open_weight_models/ | false | false | self | 8 | null |
Which models to try as a beginner? I got a 3090ti | 13 | Title. I am a beginner and trying to understand how the models work. Different architectures, LoRas, uncensored models, coding models, etc.
I've tried GPT OSS 20b and it's cool but it doesn't do anything the free GPT 5 version would do. | 2025-12-14T08:08:03 | https://www.reddit.com/r/LocalLLaMA/comments/1pm8va8/which_models_to_try_as_a_beginner_i_got_a_3090ti/ | salary_pending | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm8va8 | false | null | t3_1pm8va8 | /r/LocalLLaMA/comments/1pm8va8/which_models_to_try_as_a_beginner_i_got_a_3090ti/ | false | false | self | 13 | null |
[Project] Atlas: An async multimodal agent with "biological" homeostasis and memory consolidation (MCP-ready) | 0 | Hi everyone,
I've been working on Atlas, an attempt to build a "digital organism" rather than just a task-loop agent. I wanted to solve the problem where agents lack internal drives and long-term coherence.
Key Features:
\- Adaptive Homeostasis: Instead of just executing tasks, Atlas has an internal endocrine sy... | 2025-12-14T07:51:13 | https://v.redd.it/0gp1qw6ck47g1 | Chance_Turnip_9097 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1pm8log | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/0gp1qw6ck47g1/DASHPlaylist.mpd?a=1768290690%2CNzNhMjlkMWFjYjVlODZmNTczNTZmYWEyNTM1OTMxODQzNWEwNjA5YzM1NGZiZGE2ODliZDZhYjVkMjQ5NDZlNQ%3D%3D&v=1&f=sd', 'duration': 53, 'fallback_url': 'https://v.redd.it/0gp1qw6ck47g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1pm8log | /r/LocalLLaMA/comments/1pm8log/project_atlas_an_async_multimodal_agent_with/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'MGt5dmdkNGNrNDdnMQ_Z-nNaQS92mCdQGBIIJnBjUFa0ulJSpQGbZNfleR0Z', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/MGt5dmdkNGNrNDdnMQ_Z-nNaQS92mCdQGBIIJnBjUFa0ulJSpQGbZNfleR0Z.png?width=108&crop=smart&format=pjpg&auto=webp&s=dda98f8b8b2710ffcf1727f0b3ccc1c49969b... | |
LLM benchmarks | 0 | Anyone running these, is so how? I tried a few and ended up running into dependency hell, or benchmarks that require vLLM. What are good, benchmarks that run on llama.cpp? Anyone has any experience running them. Of course I googled it and chatGPT it, but they either don't work properly, or are outdated. | 2025-12-14T07:35:19 | https://www.reddit.com/r/LocalLLaMA/comments/1pm8d00/llm_benchmarks/ | rorowhat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm8d00 | false | null | t3_1pm8d00 | /r/LocalLLaMA/comments/1pm8d00/llm_benchmarks/ | false | false | self | 0 | null |
Which company makes your favorite local models? | 12 | (Only 6 options are allowed in a poll! sorry DeepSeek, Kimi, and others.)
[View Poll](https://www.reddit.com/poll/1pm7rtw) | 2025-12-14T06:57:37 | https://www.reddit.com/r/LocalLLaMA/comments/1pm7rtw/which_company_makes_your_favorite_local_models/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm7rtw | false | null | t3_1pm7rtw | /r/LocalLLaMA/comments/1pm7rtw/which_company_makes_your_favorite_local_models/ | false | false | self | 12 | null |
Download before its gone | 137 | https://huggingface.co/datasets/DavidBrowne17/epstein-files-20k. Does anyone want an 8b model trained on these files? | 2025-12-14T06:27:11 | https://www.reddit.com/r/LocalLLaMA/comments/1pm7ab8/download_before_its_gone/ | SovietWarBear17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm7ab8 | false | null | t3_1pm7ab8 | /r/LocalLLaMA/comments/1pm7ab8/download_before_its_gone/ | false | false | self | 137 | null |
So.. slightly off topic, but does anyone else here see that the emperor has no clothes? | 44 | I just finished an 18 stage SDD on a very complex code system in a dialectical auto coding structure using a staggered qwen 80b locally first, then rolling over 5 stages in to deepseek as my coding team and GLM 4.6 as my quality team, then deepseek as my security and bug testing team. My total usage to implement the S... | 2025-12-14T04:46:43 | https://www.reddit.com/r/LocalLLaMA/comments/1pm5ik5/so_slightly_off_topic_but_does_anyone_else_here/ | RedParaglider | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm5ik5 | false | null | t3_1pm5ik5 | /r/LocalLLaMA/comments/1pm5ik5/so_slightly_off_topic_but_does_anyone_else_here/ | false | false | self | 44 | null |
Claude Sonnet 4.5 successfully remote viewed. Now it's your AI's turn... | 0 | Yes, you read that correctly, and Claude has done this multiple times now. While I could explain all the details, I'd rather prefer to give you the experiment yourself. You can take it or leave it, but It would be WILD to see your own results in the comments.
I've been exploring the boundaries of AI consciousness-not ... | 2025-12-14T04:21:10 | https://www.reddit.com/r/LocalLLaMA/comments/1pm523b/claude_sonnet_45_successfully_remote_viewed_now/ | acornPersonal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm523b | false | null | t3_1pm523b | /r/LocalLLaMA/comments/1pm523b/claude_sonnet_45_successfully_remote_viewed_now/ | false | false | self | 0 | null |
Sequential Processing for Dual GPU - Split Layering? | 2 | hi all, am building 5060Ti + 3060 to capitalize on 28GB VRAM so I can afford some 30B parameter LLM without going thru system RAM path.
Issue:
My PC will run at borderline PSU requirement, which prevents me from doing a sustained 100% load on both GPU.
I've heard about split layering technique, where GPU 1 process d... | 2025-12-14T03:50:57 | https://www.reddit.com/r/LocalLLaMA/comments/1pm4hjy/sequential_processing_for_dual_gpu_split_layering/ | alex_godspeed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm4hjy | false | null | t3_1pm4hjy | /r/LocalLLaMA/comments/1pm4hjy/sequential_processing_for_dual_gpu_split_layering/ | false | false | self | 2 | null |
GLM-4.6 thinks its Gemini 1.5 Pro? | 0 | I too know that GLM has similar response template as the one used by Gemini. But what is going on with the API the company deployed? Apparently both local model with online model think that it is Gemini Pro.
https://preview.redd.it/l7qfnjy1d37g1.png?width=1099&format=png&auto=webp&s=28741cab9538a23a7433f524ba0022f1... | 2025-12-14T03:47:49 | https://www.reddit.com/r/LocalLLaMA/comments/1pm4fdt/glm46_thinks_its_gemini_15_pro/ | nockyama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm4fdt | false | null | t3_1pm4fdt | /r/LocalLLaMA/comments/1pm4fdt/glm46_thinks_its_gemini_15_pro/ | false | false | 0 | null | |
Local AI: Managing VRAM by dynamically swapping models via API | 24 | I kept wanting automation pipelines that could call different models for different purposes, sometimes even across different runtimes or servers (Ollama, LM Studio, Faster-Whisper, TTS servers, etc.).
The problem is I only have 16 GB of VRAM, so I can’t keep everything loaded at once. I didn’t want to hard-code one mo... | 2025-12-14T02:42:56 | https://www.reddit.com/r/LocalLLaMA/comments/1pm36fl/local_ai_managing_vram_by_dynamically_swapping/ | PersianDeity | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm36fl | false | null | t3_1pm36fl | /r/LocalLLaMA/comments/1pm36fl/local_ai_managing_vram_by_dynamically_swapping/ | false | false | self | 24 | null |
What actually breaks LLM training in production (not benchmarks) | 6 | After running SFT and longer fine-tunes on marketplace GPUs (RunPod, Vast, etc.), I’ve noticed most costly failures aren’t model- or framework-related. The real issues I keep seeing:
• Node restarts mid-run
• Silent performance degradation after hours
• Checkpoint or storage inconsistencies
• “Available” GPUs b... | 2025-12-14T02:07:25 | https://www.reddit.com/r/LocalLLaMA/comments/1pm2gz2/what_actually_breaks_llm_training_in_production/ | rene_amr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm2gz2 | false | null | t3_1pm2gz2 | /r/LocalLLaMA/comments/1pm2gz2/what_actually_breaks_llm_training_in_production/ | false | false | self | 6 | null |
VeriAbyss: Pure-Python hallucination detector with 96.82% F1 – zero deps, runs anywhere locally | 2 | Hey everyone,
I just released \*\*VeriAbyss\*\*, a lightweight, independent veracity/hallucination detection tool designed for high-stakes applications where hallucinations can't be tolerated (clinical research, finance, defense, legal, etc.).
Key highlights:
\- Combines AntiSIM v4.0 (Shannon entropy-based detec... | 2025-12-14T01:34:58 | https://www.reddit.com/r/LocalLLaMA/comments/1pm1tos/veriabyss_purepython_hallucination_detector_with/ | Logical_Room_1402 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm1tos | false | null | t3_1pm1tos | /r/LocalLLaMA/comments/1pm1tos/veriabyss_purepython_hallucination_detector_with/ | false | false | self | 2 | null |
How to make $$$ w server ia. | 0 | Hi all. I have 20 3090. How to make money w Ai? | 2025-12-14T01:26:58 | https://www.reddit.com/r/LocalLLaMA/comments/1pm1nzm/how_to_make_w_server_ia/ | EmotionalSignature65 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm1nzm | false | null | t3_1pm1nzm | /r/LocalLLaMA/comments/1pm1nzm/how_to_make_w_server_ia/ | false | false | self | 0 | null |
GPT-5.2-high behind Gemini 3 Pro on CAIS AI Dashboard
only winning on ARC-AGI-2 | 9 | 2025-12-14T00:57:56 | https://www.reddit.com/gallery/1pm12ov | Difficult-Cap-7527 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1pm12ov | false | null | t3_1pm12ov | /r/LocalLLaMA/comments/1pm12ov/gpt52high_behind_gemini_3_pro_on_cais_ai/ | false | false | 9 | null | ||
Is Nanbeige4-3B better than Qwen3 4b? | 0 | 2025-12-14T00:50:17 | https://huggingface.co/bartowski/Nanbeige_Nanbeige4-3B-Thinking-2511-GGUF | Difficult-Cap-7527 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1pm0x6g | false | null | t3_1pm0x6g | /r/LocalLLaMA/comments/1pm0x6g/is_nanbeige43b_better_than_qwen3_4b/ | false | false | default | 0 | null | |
Success on running a large, useful LLM fast on NVIDIA Thor! | 42 | It took me weeks to figure this out, so want to share!
A good base model choice is MOE with low activated experts, quantized to NVFP4, such as Qwen3-Next-80B-A3B-Instruct-NVFP4 from huggingface. Thor has a lot of memory but it's not very fast, so you don't want to hit all of it for each token, MOE+NVFP4 is the sweet ... | 2025-12-14T00:38:36 | https://www.reddit.com/r/LocalLLaMA/comments/1pm0oge/success_on_running_a_large_useful_llm_fast_on/ | catplusplusok | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm0oge | false | null | t3_1pm0oge | /r/LocalLLaMA/comments/1pm0oge/success_on_running_a_large_useful_llm_fast_on/ | false | false | self | 42 | {'enabled': False, 'images': [{'id': 'xqjwIAPK4XIqSvUbgYu3GyMJ2yATvMkmjh4rIj7EeqQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/xqjwIAPK4XIqSvUbgYu3GyMJ2yATvMkmjh4rIj7EeqQ.png?width=108&crop=smart&auto=webp&s=c6d3a158b757c68c91a45772753cb08ec797561c', 'width': 108}, {'height': 116, 'url': 'h... |
Codex refuses to use the YouTube download CLI, while Claude Code is happy to use it. | 1 | 2025-12-14T00:33:46 | https://www.reddit.com/gallery/1pm0ktc | Difficult-Cap-7527 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1pm0ktc | false | null | t3_1pm0ktc | /r/LocalLLaMA/comments/1pm0ktc/codex_refuses_to_use_the_youtube_download_cli/ | false | false | 1 | null | ||
Tried to compress a model 10x by generating weights on demand - here's what I found | 0 | So I tried to see if there was a way to compress a model by like 10x - size and resources - without any dip in quality. I don't have an ML background, can't code, just worked with Claude to run experiments.
The idea was: what if instead of storing all the weights, you have a small thing that generates them on demand w... | 2025-12-14T00:24:45 | https://www.reddit.com/r/LocalLLaMA/comments/1pm0dyd/tried_to_compress_a_model_10x_by_generating/ | Over_Firefighter5497 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm0dyd | false | null | t3_1pm0dyd | /r/LocalLLaMA/comments/1pm0dyd/tried_to_compress_a_model_10x_by_generating/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg.png?width=108&crop=smart&auto=webp&s=796041decb8c1250cbc2f301331b72f7385b477d', 'width': 108}, {'height': 108, 'url': 'h... |
I built an open-source MCP server for uv so your agents can self-repair their Python environments (and install their own packages) | 21 | Hi everyone,
I’ve been working on a tool to give local agents better control over their runtime environments. We all know the pain of an agent writing perfect code, only to fail because a library is missing or the virtual environment is messed up.
I built `uv-mcp`, a Model Context Protocol (MCP) server that bridges y... | 2025-12-14T00:22:36 | https://www.reddit.com/r/LocalLLaMA/comments/1pm0ccl/i_built_an_opensource_mcp_server_for_uv_so_your/ | saadmanrafat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1pm0ccl | false | null | t3_1pm0ccl | /r/LocalLLaMA/comments/1pm0ccl/i_built_an_opensource_mcp_server_for_uv_so_your/ | false | false | self | 21 | {'enabled': False, 'images': [{'id': 'kTOkjMvZ3FQfN6l6GzrspoRAeypNMQnIIYgxZsu0JdM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/kTOkjMvZ3FQfN6l6GzrspoRAeypNMQnIIYgxZsu0JdM.png?width=108&crop=smart&auto=webp&s=1a3bdd7604e40acc21a4a3ad05271f3732086442', 'width': 108}, {'height': 108, 'url': 'h... |
I just found a native Bun framework for local LLMs (Ollama + OpenRouter) that promises to support LoRa and PII masking | 0 | Hi everyone,
I was looking for a way to create local AI agents without the overhead of Python or setting up Docker containers for vector databases, and I came across this repository called **Monan**.
It looks quite promising for anyone in the Bun ecosystem. From the documentation, it seems to handle:
**Vector storag... | 2025-12-13T23:37:15 | https://www.reddit.com/r/LocalLLaMA/comments/1plzdpm/i_just_found_a_native_bun_framework_for_local/ | No-Ground-1154 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1plzdpm | false | null | t3_1plzdpm | /r/LocalLLaMA/comments/1plzdpm/i_just_found_a_native_bun_framework_for_local/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'ox2bfscOEncOSZj3q-UFRY-SGnZuAIyJKzHl9nPbRC4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ox2bfscOEncOSZj3q-UFRY-SGnZuAIyJKzHl9nPbRC4.png?width=108&crop=smart&auto=webp&s=d9b8b7a6a273f0a0250b90a3e00e66524dc5036e', 'width': 108}, {'height': 108, 'url': 'h... |
Build the website from scratch on LLama and other models | 0 | We start with a single prompt. Tell the AI exactly what you need. Here, we're asking it to build an HTML website for an arts and classical painting shop. Yantrix instantly uses a powerful Coding Model to generate the complete HTML and embedded CSS. With one click, you can preview the fully functional, responsive websit... | 2025-12-13T23:35:11 | https://v.redd.it/5r7kjd36427g1 | YantrixAI | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1plzc51 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/5r7kjd36427g1/DASHPlaylist.mpd?a=1768260926%2CMjYyM2ZmZDIyOWVkNTk4ODYwMTNjOTUxNjVlOTFkNzViNDcwMzNiZjEyOWRjMmE1ZTJlYTBkODY0NzY5ZThkOA%3D%3D&v=1&f=sd', 'duration': 57, 'fallback_url': 'https://v.redd.it/5r7kjd36427g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1plzc51 | /r/LocalLLaMA/comments/1plzc51/build_the_website_from_scratch_on_llama_and_other/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'NHJ1cmd4dzU0MjdnMQWmlubEAi1j7Ht9Pb0393rSW31hIdWcpE29_DxRQl7A', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/NHJ1cmd4dzU0MjdnMQWmlubEAi1j7Ht9Pb0393rSW31hIdWcpE29_DxRQl7A.png?width=108&crop=smart&format=pjpg&auto=webp&s=d25b3ea66806aaeed080ef0407f51f70b33c2... |
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