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Fun test results on the Movement Labs(https://movementlabs.ai/) AI model that just dropped. This thing has legit T1-level capabilities. | 0 | 2025-11-18T08:10:04 | https://www.reddit.com/gallery/1p06cta | Worldly-Shock3233 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1p06cta | false | null | t3_1p06cta | /r/LocalLLaMA/comments/1p06cta/fun_test_results_on_the_movement/ | false | false | 0 | null | ||
Another Reflection 70B Movement: "Momentum" model at movementlabs.ai is just GLM 4.6 | 37 | [Front-end token substitution](https://preview.redd.it/445ltlss1z1g1.png?width=794&format=png&auto=webp&s=824b68302441151b9f84af3cc4916af115268a77)
[A glitch token specific to GLM 4.6](https://preview.redd.it/qe9um1fe3z1g1.png?width=731&format=png&auto=webp&s=a3587782dc490d5eebd96cae0e5107a7efa3349a)
Well, well, well... | 2025-11-18T08:08:32 | https://www.reddit.com/r/LocalLLaMA/comments/1p06byo/another_reflection_70b_movement_momentum_model_at/ | Broad_Travel_1825 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p06byo | false | null | t3_1p06byo | /r/LocalLLaMA/comments/1p06byo/another_reflection_70b_movement_momentum_model_at/ | false | false | 37 | null | |
CONNECTING KALI MCP SERVER TO LM STUDIO LLM's | 1 | [removed] | 2025-11-18T08:02:39 | https://www.reddit.com/r/LocalLLaMA/comments/1p068nr/connecting_kali_mcp_server_to_lm_studio_llms/ | TreeCompetitive1892 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p068nr | false | null | t3_1p068nr | /r/LocalLLaMA/comments/1p068nr/connecting_kali_mcp_server_to_lm_studio_llms/ | false | false | 1 | null | |
LLM identity survey(what LLMs describe themselves as) | 0 | 2025-11-18T07:03:27 | https://old.reddit.com/r/ElvenAINews/comments/1ozq656/lmarena_identity_survey/ | Elven77AI | old.reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1p05bps | false | null | t3_1p05bps | /r/LocalLLaMA/comments/1p05bps/llm_identity_surveywhat_llms_describe_themselves/ | false | false | default | 0 | null | |
Coding agent setup under $3k? | 0 | I'm a researcher with some interest in exploring the kinds of ways coding agents like Claude Code can accelerate some very tricky core algorithm development. I'm looking at a few different options, and I'm not sure what to pick:
1. Buying a used GPU to include in an old (2017 era) supermicro server. I have rhe server ... | 2025-11-18T07:01:48 | https://www.reddit.com/r/LocalLLaMA/comments/1p05aqm/coding_agent_setup_under_3k/ | t40 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p05aqm | false | null | t3_1p05aqm | /r/LocalLLaMA/comments/1p05aqm/coding_agent_setup_under_3k/ | false | false | self | 0 | null |
Ordered an RTX 5090 for my first LLM build , skipped used 3090s. Curious if I made the right call? | 0 | Just ordered RTX 5090 (Galax), this might have been an impulsive purchase.
My main goal is to have the ability to run largest possible local LLMs on a consumer gpu/gpus that I can afford, around 3k.
Originally, I seriously considered buying **used 3090s** because the price/VRAM seemed great. But I’m not an experience... | 2025-11-18T06:34:18 | https://www.reddit.com/r/LocalLLaMA/comments/1p04u8c/ordered_an_rtx_5090_for_my_first_llm_build/ | AdventurousAgency371 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p04u8c | false | null | t3_1p04u8c | /r/LocalLLaMA/comments/1p04u8c/ordered_an_rtx_5090_for_my_first_llm_build/ | false | false | self | 0 | null |
I’m sensing big changes coming in AI research | 0 |
Back in January 2025, the world saw Deep Research from OpenAI — a tool for truly “deep” information retrieval. Then came Perplexity and others. According to At Tenet, Perplexity was already handling around 780M monthly queries by May 2025
Welcome to the era of zero-click answers. Even in Yandex search, I often just r... | 2025-11-18T06:30:55 | https://www.reddit.com/r/LocalLLaMA/comments/1p04s61/im_sensing_big_changes_coming_in_ai_research/ | WilDinar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p04s61 | false | null | t3_1p04s61 | /r/LocalLLaMA/comments/1p04s61/im_sensing_big_changes_coming_in_ai_research/ | false | false | self | 0 | null |
Can't Connect Supermemory.ai to ChatGPT Plus Desktop App (ChatGPT's desktop app's Developer Mode is Enabled) | 0 | I've successfully integrated [Supermemory.ai](http://Supermemory.ai) into Claude Max 5x (desktop app, Windows 11) via MCP config injection. Works perfectly for memory-layer context (Google Drive, long-term notes, cross-session recall).
But I'm hitting a wall with ChatGPT Plus desktop.
I enabled ChatGPT Plus desk... | 2025-11-18T06:23:09 | https://www.reddit.com/r/LocalLLaMA/comments/1p04ne3/cant_connect_supermemoryai_to_chatgpt_plus/ | TheLawIsSacred | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p04ne3 | false | null | t3_1p04ne3 | /r/LocalLLaMA/comments/1p04ne3/cant_connect_supermemoryai_to_chatgpt_plus/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '7HY84jL0e5a63EvBKjBmGVk9jdA2ce3aep__M7hIOKA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/7HY84jL0e5a63EvBKjBmGVk9jdA2ce3aep__M7hIOKA.png?width=108&crop=smart&auto=webp&s=11bf5e4fc7d8106d8c2780c17ee4fe591de4aab9', 'width': 108}, {'height': 113, 'url': 'h... |
Guide: Setting up llama-swap on Strix Halo with Bazzite Linux | 11 | Setting up llama-swap on Strix Halo
I got my Framework Desktop last week and spent some time over the weekend setting up llama-swap. This is my quick set up instructions for configuring llama-swap with Bazzite Linux. Why Bazzite? As a gaming focused distro things just worked out of the box with GPU drivers and decent ... | 2025-11-18T06:21:31 | https://www.reddit.com/r/LocalLLaMA/comments/1p04mf6/guide_setting_up_llamaswap_on_strix_halo_with/ | No-Statement-0001 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p04mf6 | false | null | t3_1p04mf6 | /r/LocalLLaMA/comments/1p04mf6/guide_setting_up_llamaswap_on_strix_halo_with/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'CI4qH2XTah0nESf8sYQC9EksutVnIF6pbxsHyfCQo58', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/CI4qH2XTah0nESf8sYQC9EksutVnIF6pbxsHyfCQo58.png?width=108&crop=smart&auto=webp&s=0072cceee33a716d4cc6b2c25b0b8d1051becf56', 'width': 108}, {'height': 113, 'url': 'h... |
Minimax and cybersecurity | 0 | > | 2025-11-18T06:07:32 | https://www.reddit.com/r/LocalLLaMA/comments/1p04e0a/minimax_and_cybersecurity/ | Aliahmed12393 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p04e0a | false | null | t3_1p04e0a | /r/LocalLLaMA/comments/1p04e0a/minimax_and_cybersecurity/ | false | false | self | 0 | null |
Pricing for GIGABYTE
H200 NVL Server | 0 | Hi
This is outside my area of expertise. I'm just trying to determine if these prices are reasonable in the US based on the specs below, and if so, who might be a potential buyer. Thanks
**Product Category:** High-Performance AI GPU Servers
**Model:** GIGABYTE H200 NVL Server
**Quantity:** I unit
**CPU:** Du... | 2025-11-18T06:07:04 | https://www.reddit.com/r/LocalLLaMA/comments/1p04dph/pricing_for_gigabyte_h200_nvl_server/ | acune_sartre | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p04dph | false | null | t3_1p04dph | /r/LocalLLaMA/comments/1p04dph/pricing_for_gigabyte_h200_nvl_server/ | false | false | self | 0 | null |
Hallucination in nearly full context window | 0 | > | 2025-11-18T06:04:57 | https://www.reddit.com/r/LocalLLaMA/comments/1p04ce1/hallucination_in_nearly_full_context_window/ | Aliahmed12393 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p04ce1 | false | null | t3_1p04ce1 | /r/LocalLLaMA/comments/1p04ce1/hallucination_in_nearly_full_context_window/ | false | false | self | 0 | null |
quantization sensitivity | 0 | > | 2025-11-18T06:03:06 | https://www.reddit.com/r/LocalLLaMA/comments/1p04b7s/quantization_sensitivity/ | Aliahmed12393 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p04b7s | false | null | t3_1p04b7s | /r/LocalLLaMA/comments/1p04b7s/quantization_sensitivity/ | false | false | self | 0 | null |
Estimated tokens/s for Minimax model on the new AMD Ryzen AI Max+ 395 | 0 | If you bought a device with an AMD Ryzen™ AI Max+ 395 processor and tried to run the minimax m2 model locally, what is the expected number of tokens? | 2025-11-18T05:59:45 | https://www.reddit.com/r/LocalLLaMA/comments/1p048wr/estimated_tokenss_for_minimax_model_on_the_new/ | Aliahmed12393 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p048wr | false | null | t3_1p048wr | /r/LocalLLaMA/comments/1p048wr/estimated_tokenss_for_minimax_model_on_the_new/ | false | false | self | 0 | null |
Pivot Minimax to focus purely on coding to rival Claude 4.5 and GPT 5.1 | 0 | Please focus the model on programming only. We want Minimax to be excellent and very competitive in programming. This way, the model will be able to compete with the largest programming models like Claude 4.5 and GPT 5.1 Codex. | 2025-11-18T05:57:08 | https://www.reddit.com/r/LocalLLaMA/comments/1p047bf/pivot_minimax_to_focus_purely_on_coding_to_rival/ | Aliahmed12393 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p047bf | false | null | t3_1p047bf | /r/LocalLLaMA/comments/1p047bf/pivot_minimax_to_focus_purely_on_coding_to_rival/ | false | false | self | 0 | null |
Is anyone else hitting a hard VRAM wall trying to run the latest 7B models? | 0 | It feels like just yesterday I could run a solid 7B model at Q4 on my 8GB card. Now, with the new architectures and longer context lengths, even the "small" models are pushing my system to its limits. I'm constantly wrestling with quantization levels and offloading.
Is this a common experience? For those of you with o... | 2025-11-18T05:24:18 | https://www.reddit.com/r/LocalLLaMA/comments/1p03mi7/is_anyone_else_hitting_a_hard_vram_wall_trying_to/ | AnnotationAlly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p03mi7 | false | null | t3_1p03mi7 | /r/LocalLLaMA/comments/1p03mi7/is_anyone_else_hitting_a_hard_vram_wall_trying_to/ | false | false | self | 0 | null |
tool / function calling | 3 | I have AI voice agent web app using chat completions API. I've brought things local using llama-cpp-python server, but I don't see any models that are just drop in replacements and that support both OpenAIs chat format and tool calling.
I was hoping to use Qwen2.5-VL-7B-Instruct which handles that chat format but not ... | 2025-11-18T05:09:19 | https://www.reddit.com/r/LocalLLaMA/comments/1p03cn5/tool_function_calling/ | StrategicCIS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p03cn5 | false | null | t3_1p03cn5 | /r/LocalLLaMA/comments/1p03cn5/tool_function_calling/ | false | false | self | 3 | null |
Lurker but need input | 0 | Greetings all,
I'm a long-time lurker but have been working on a graphrag tool with a partner and I'm wondering if anyone would be interested in testing it out and giving feedback? This is not for self promotion we honestly just need technical users to give constructive feedback. Please let me know if you're intere... | 2025-11-18T05:08:56 | https://www.reddit.com/r/LocalLLaMA/comments/1p03cee/lurker_but_need_input/ | jacksonguitardude8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p03cee | false | null | t3_1p03cee | /r/LocalLLaMA/comments/1p03cee/lurker_but_need_input/ | false | false | self | 0 | null |
Epstein emails graph relationship extraction and visualizer | 45 | 2025-11-18T05:04:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p039e3/epstein_emails_graph_relationship_extraction_and/ | madmax_br5 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p039e3 | false | null | t3_1p039e3 | /r/LocalLLaMA/comments/1p039e3/epstein_emails_graph_relationship_extraction_and/ | false | false | 45 | null | ||
story model? my first time here, its strange | 0 | im trying mistral small 24b right now
im asking it for stories about our DnD group but its hard? im giving it small prompts like, charecter names, classes, and basic area. then each section it writes ill offer "add more detail to thoughts, what does it look like when the sword his someone"
i tried a couple other m... | 2025-11-18T05:03:45 | https://www.reddit.com/r/LocalLLaMA/comments/1p038wb/story_model_my_first_time_here_its_strange/ | Beneficial-Claim-381 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p038wb | false | null | t3_1p038wb | /r/LocalLLaMA/comments/1p038wb/story_model_my_first_time_here_its_strange/ | false | false | self | 0 | null |
Built using local Mini-Agent with MiniMax-M2-Thrift on M3 Max 128GB | 15 | [](https://www.reddit.com/r/LocalLLaMA/?f=flair_name%3A%22Resources%22)Just wanted to bring awareness to [MiniMax-AI/Mini-Agent](https://github.com/MiniMax-AI/Mini-Agent), which can be configured to work with a local API endpoint for inference and works really well with, yep you guessed it, [MiniMax-M2](https://hugging... | 2025-11-18T04:49:55 | https://v.redd.it/xo6bqlzi4y1g1 | onil_gova | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p02zed | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/xo6bqlzi4y1g1/DASHPlaylist.mpd?a=1766033409%2CNjUxNmMxYzc0ZjI3MzIyM2ZhYmY4ZTFiNjY0OTNhNTAzZDczNzhiYzM2MjQ4MjE5NmE4ZjQyMjk4NzA2MTQ0NQ%3D%3D&v=1&f=sd', 'duration': 16, 'fallback_url': 'https://v.redd.it/xo6bqlzi4y1g1/CMAF_720.mp4?source=fallback', 'ha... | t3_1p02zed | /r/LocalLLaMA/comments/1p02zed/built_using_local_miniagent_with_minimaxm2thrift/ | false | false | 15 | {'enabled': False, 'images': [{'id': 'NHQyaGFtemk0eTFnMYxPYLMDTd64wJbXomG_2CQqPnCBfCTtQBpK6YmQSGj_', 'resolutions': [{'height': 80, 'url': 'https://external-preview.redd.it/NHQyaGFtemk0eTFnMYxPYLMDTd64wJbXomG_2CQqPnCBfCTtQBpK6YmQSGj_.png?width=108&crop=smart&format=pjpg&auto=webp&s=8a5d96a8926be237429ba9670ac29f07c060a... | |
Built using local Mini-Agent with MiniMax-M2-Thrift on M3 Max 128GB | 1 | [3D solar system simulation entirely with a local AI agent ](https://reddit.com/link/1p02x6b/video/ydim6zirqx1g1/player)
Just wanted to bring awareness to [MiniMax-AI/Mini-Agent](https://github.com/MiniMax-AI/Mini-Agent), which can be configured to work with a local API endpoint for inference and works really well wi... | 2025-11-18T04:46:41 | https://www.reddit.com/r/LocalLLaMA/comments/1p02x6b/built_using_local_miniagent_with_minimaxm2thrift/ | onil_gova | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p02x6b | false | null | t3_1p02x6b | /r/LocalLLaMA/comments/1p02x6b/built_using_local_miniagent_with_minimaxm2thrift/ | false | false | self | 1 | null |
Connect continue.dev with other desktop's LLMs? | 1 | Hi all.
I was wondering if we can connect continue.dev with the local llm running on a different desktop.
For my case, I want to use continue.dev on my laptop, but it isn't high end enough to run local llms. I have a desktop with decent configuration, which is able to run some local LLMs.
I want to know if I can conn... | 2025-11-18T04:46:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p02x03/connect_continuedev_with_other_desktops_llms/ | The_7_Bit_RAM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p02x03 | false | null | t3_1p02x03 | /r/LocalLLaMA/comments/1p02x03/connect_continuedev_with_other_desktops_llms/ | false | false | self | 1 | null |
WebUI on Intel GPU query | 1 | I've lost a day trying to get this to work.
Has anyone got any guidance for how to stop these errors occurring? I have no expired certs in the system, have done all updates to drivers, system etc.
Please.
I can't take anymore. | 2025-11-18T04:25:41 | spunckles | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p02iwi | false | null | t3_1p02iwi | /r/LocalLLaMA/comments/1p02iwi/webui_on_intel_gpu_query/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'cyk5b6u00y1g1', 'resolutions': [{'height': 121, 'url': 'https://preview.redd.it/cyk5b6u00y1g1.png?width=108&crop=smart&auto=webp&s=c77c7102fbbdd8e1d0b83d90b6604f920347845c', 'width': 108}, {'height': 242, 'url': 'https://preview.redd.it/cyk5b6u00y1g1.png?width=216&crop=smart&auto=we... | |
My local AI setup now rivals the cloud. This HY100 actually delivers. | 1 | [removed] | 2025-11-18T02:38:36 | https://www.reddit.com/r/LocalLLaMA/comments/1p00av9/my_local_ai_setup_now_rivals_the_cloud_this_hy100/ | LogicBomb139 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p00av9 | false | null | t3_1p00av9 | /r/LocalLLaMA/comments/1p00av9/my_local_ai_setup_now_rivals_the_cloud_this_hy100/ | false | false | 1 | null | |
which one is better choice for ml and llm? | 0 | i already now FastAPI, but someone told me to look at nodejs, and saw how efficient and less time-consuming it is, what do you guys think | 2025-11-18T02:28:33 | https://www.reddit.com/gallery/1p0030s | Beyond_Birthday_13 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1p0030s | false | null | t3_1p0030s | /r/LocalLLaMA/comments/1p0030s/which_one_is_better_choice_for_ml_and_llm/ | false | false | 0 | null | |
Smartest Model that I can Use Without being too Storage Taxxing or Slow | 0 | I have LM Studio installed on my PC, (completely stock, no tweaks or anything, if that even exists), and I currently use Deepseek R1-8b with some tweaks (Max GPU offload and tweaked context length), and it runs really well, but sometimes it can be quite misunderstood with
certain prompts and etc. I also utilize MCP ... | 2025-11-18T02:09:15 | https://www.reddit.com/r/LocalLLaMA/comments/1ozznte/smartest_model_that_i_can_use_without_being_too/ | FHRacing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozznte | false | null | t3_1ozznte | /r/LocalLLaMA/comments/1ozznte/smartest_model_that_i_can_use_without_being_too/ | false | false | self | 0 | null |
I’m running a 4B on-device AI on a Mac mini (~50 tok/sec). AMA. | 1 | 2025-11-18T01:57:51 | Spiritual-Advice-132 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ozzem9 | false | null | t3_1ozzem9 | /r/LocalLLaMA/comments/1ozzem9/im_running_a_4b_ondevice_ai_on_a_mac_mini_50/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': '6yawdxlv9x1g1', 'resolutions': [{'height': 87, 'url': 'https://preview.redd.it/6yawdxlv9x1g1.png?width=108&crop=smart&auto=webp&s=ff404d5f97e8ab6a8f8a2833ee87708f1b522734', 'width': 108}, {'height': 174, 'url': 'https://preview.redd.it/6yawdxlv9x1g1.png?width=216&crop=smart&auto=web... | ||
I’m running a 4B on-device AI on a Mac mini (~50 tok/sec). AMA. | 1 | 2025-11-18T01:49:37 | Spiritual-Advice-132 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ozz85x | false | null | t3_1ozz85x | /r/LocalLLaMA/comments/1ozz85x/im_running_a_4b_ondevice_ai_on_a_mac_mini_50/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': '5rizi0qg8x1g1', 'resolutions': [{'height': 87, 'url': 'https://preview.redd.it/5rizi0qg8x1g1.png?width=108&crop=smart&auto=webp&s=c897806c0c234afb8fe561b45020af6ba6a478db', 'width': 108}, {'height': 174, 'url': 'https://preview.redd.it/5rizi0qg8x1g1.png?width=216&crop=smart&auto=web... | ||
I’m running a 4B on-device AI on a Mac mini (~50 tok/sec) powering a real product | 1 | [removed] | 2025-11-18T01:46:06 | https://www.reddit.com/r/LocalLLaMA/comments/1ozz5cb/im_running_a_4b_ondevice_ai_on_a_mac_mini_50/ | Spiritual-Advice-132 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozz5cb | false | null | t3_1ozz5cb | /r/LocalLLaMA/comments/1ozz5cb/im_running_a_4b_ondevice_ai_on_a_mac_mini_50/ | false | false | self | 1 | null |
Made a web editor for .toon files — visual + code editing | 0 | ey! Been working on this web editor for .toon files and thought I'd share it here.
You can edit and visualize .toon files as interactive node graphs right in your browser.
The visual editor lets you see your entire toon structure as nodes, edit values directly on the graph, add new elements, and basically do ever... | 2025-11-18T01:12:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ozyf5j/made_a_web_editor_for_toon_files_visual_code/ | Single_Art5049 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozyf5j | false | null | t3_1ozyf5j | /r/LocalLLaMA/comments/1ozyf5j/made_a_web_editor_for_toon_files_visual_code/ | false | false | self | 0 | null |
Made a web editor for .toon files — visual + code editing | 1 | [removed] | 2025-11-18T01:06:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ozyaoi/made_a_web_editor_for_toon_files_visual_code/ | Single_Art5049 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozyaoi | false | null | t3_1ozyaoi | /r/LocalLLaMA/comments/1ozyaoi/made_a_web_editor_for_toon_files_visual_code/ | false | false | self | 1 | null |
Baguettotron, a 321 million parameters generalist Small Reasoning Model (80-layers deep) | 89 | Baguettotron is a 321 million parameters generalist Small Reasoning Model, trained on 200 billions tokens from SYNTH, a fully open generalist dataset.
Despite being trained on consideraly less data, Baguettotron outperforms most SLM of the same size range on non-code industry benchmarks, providing an unprecedented bal... | 2025-11-18T01:02:19 | https://huggingface.co/PleIAs/Baguettotron | Balance- | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ozy72c | false | null | t3_1ozy72c | /r/LocalLLaMA/comments/1ozy72c/baguettotron_a_321_million_parameters_generalist/ | false | false | default | 89 | {'enabled': False, 'images': [{'id': 'Y2tKjEjozUln8VtzJeRPc_zDKjaxfbVqC-L3XOBXmQc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Y2tKjEjozUln8VtzJeRPc_zDKjaxfbVqC-L3XOBXmQc.png?width=108&crop=smart&auto=webp&s=754764b7130b17847be78a82c1bc91854af625b4', 'width': 108}, {'height': 116, 'url': 'h... |
Grok 4.1 ya está aquí y es absurdamente bueno (salió AYER y nadie está hablando de esto) | 0 | Ayer 17 de noviembre 2025, xAI lanzó Grok 4.1 sin hype… y lo que han soltado es una locura.
Esto no es una actualización pequeña. Las diferencias se notan al primer prompt:
Cambios REALES:
• Respuestas mucho más cortas, humanas y directas sin perder precisión
• 3× menos alucinaciones en modo rápido (probado)
• Nuevo... | 2025-11-18T00:57:32 | https://www.reddit.com/r/LocalLLaMA/comments/1ozy34p/grok_41_ya_está_aquí_y_es_absurdamente_bueno/ | ConstructionThese663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozy34p | false | null | t3_1ozy34p | /r/LocalLLaMA/comments/1ozy34p/grok_41_ya_está_aquí_y_es_absurdamente_bueno/ | false | false | self | 0 | null |
What would be the go to VSC LocalLLM integration extension? | 0 | So I work in a small company, which doesn't really allow any cloud AI usage, only local open source models.
They're running them on an exposed IP, and I've been trying to get some VSC agentic thing going on but so far no luck, most of the stuff seems really bad.
Best progress was with Continue, is there anything bett... | 2025-11-18T00:30:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ozxh9c/what_would_be_the_go_to_vsc_localllm_integration/ | el_gashunovac | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozxh9c | false | null | t3_1ozxh9c | /r/LocalLLaMA/comments/1ozxh9c/what_would_be_the_go_to_vsc_localllm_integration/ | false | false | self | 0 | null |
How to Use LLMs Without Getting Lost in AI Narnia | 0 | *A short, sharp guide to staying sane.*
Ever opened ChatGPT to “just ask one quick thing”… and suddenly you're knee-deep in philosophy, GPU conspiracy theories, and a detailed plan to reorganize your entire life?
Same. LLMs don’t think in straight lines — they think in *explosions*. So here’s how to stop the explosio... | 2025-11-18T00:22:19 | Weary_Reply | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ozxa6v | false | null | t3_1ozxa6v | /r/LocalLLaMA/comments/1ozxa6v/how_to_use_llms_without_getting_lost_in_ai_narnia/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'ej1k3nzvsw1g1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/ej1k3nzvsw1g1.png?width=108&crop=smart&auto=webp&s=806a57f29ea0bfd55169e15fd957c51f17347c4c', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/ej1k3nzvsw1g1.png?width=216&crop=smart&auto=web... | |
Taught a Local LLM to play Cartpole from OpenAI Gym | 16 | 2025-11-18T00:20:18 | https://v.redd.it/uu4k3clgsw1g1 | viewmodifier | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ozx8h1 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/uu4k3clgsw1g1/DASHPlaylist.mpd?a=1766017233%2CZmZhODRjZmU3MDQ1ODkyMmU5ZTgwNjQ0MjFmNjVjYzc2OGM2ZjFmMzIwZTc5ZTJjMWQ2ZDI5OGJiNzBhN2VmOQ%3D%3D&v=1&f=sd', 'duration': 55, 'fallback_url': 'https://v.redd.it/uu4k3clgsw1g1/CMAF_720.mp4?source=fallback', 'ha... | t3_1ozx8h1 | /r/LocalLLaMA/comments/1ozx8h1/taught_a_local_llm_to_play_cartpole_from_openai/ | false | false | 16 | {'enabled': False, 'images': [{'id': 'N2ZzaGlibGdzdzFnMULuo3MR4pX1LbW-4KQh_y6FbG5qa-Bh-MCJW06VtRB9', 'resolutions': [{'height': 78, 'url': 'https://external-preview.redd.it/N2ZzaGlibGdzdzFnMULuo3MR4pX1LbW-4KQh_y6FbG5qa-Bh-MCJW06VtRB9.png?width=108&crop=smart&format=pjpg&auto=webp&s=912fee3719988fd2576676f66df2d89775252... | ||
ARIA - Adaptive Resonant Intelligence Architecture | Self-learning cognitive architecture with LinUCB contextual bandits, quaternion semantic exploration, and anchor-based perspective detection. | 1 | [removed] | 2025-11-17T23:55:27 | https://www.reddit.com/r/LocalLLaMA/comments/1ozwn91/aria_adaptive_resonant_intelligence_architecture/ | IslandNeni | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozwn91 | false | null | t3_1ozwn91 | /r/LocalLLaMA/comments/1ozwn91/aria_adaptive_resonant_intelligence_architecture/ | false | false | self | 1 | null |
Best way to make an nsfw chatbot based on a character/set of parameters/writing style for free? On mobile | 0 | Basically what the title says. I'm doing this with the specific way I want a fictional character to interact with me in a chat but I don't know where to look exactly. I've gone researching but I usually just find paid services or shitty generic ai gf websites (also paid). I have made many examples of the things they sh... | 2025-11-17T23:40:35 | https://www.reddit.com/r/LocalLLaMA/comments/1ozwap7/best_way_to_make_an_nsfw_chatbot_based_on_a/ | RaiseOurAxesToTheSky | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozwap7 | false | null | t3_1ozwap7 | /r/LocalLLaMA/comments/1ozwap7/best_way_to_make_an_nsfw_chatbot_based_on_a/ | false | false | nsfw | 0 | null |
Why do LLMs sometimes get “stuck” in emotional loops? | 0 | I’ve been experimenting with different prompts and personalities, and I noticed something strange:
Sometimes ChatGPT suddenly:
•repeats the same emotional tone,
•gets stuck in a certain “mood,”
•or even starts using the same phrases over and over.
It feels like the model enters a loop not because the prompt is wrong,... | 2025-11-17T23:38:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ozw8x2/why_do_llms_sometimes_get_stuck_in_emotional_loops/ | Just_Some_Shaper | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozw8x2 | false | null | t3_1ozw8x2 | /r/LocalLLaMA/comments/1ozw8x2/why_do_llms_sometimes_get_stuck_in_emotional_loops/ | false | false | self | 0 | null |
Co-locating multiple jobs on GPUs with deterministic performance for a 2-3x increase in GPU Util | 1 | Traditional approaches to co-locating multiple jobs on a GPU face many challenges, so users typically opt for one-job-per-GPU orchestration. This results in idle SMs/VRAM when job isn’t saturating.
WoolyAI's software stack enables users to run concurrent jobs on a GPU while ensuring deterministic performance. In the... | 2025-11-17T23:37:16 | https://www.reddit.com/r/LocalLLaMA/comments/1ozw7yv/colocating_multiple_jobs_on_gpus_with/ | Chachachaudhary123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozw7yv | false | null | t3_1ozw7yv | /r/LocalLLaMA/comments/1ozw7yv/colocating_multiple_jobs_on_gpus_with/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'rcPG8_j9LpFzNUEg80Vn2g3CDbfoZhph2Zdd0ATA9Pk', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/rcPG8_j9LpFzNUEg80Vn2g3CDbfoZhph2Zdd0ATA9Pk.jpeg?width=108&crop=smart&auto=webp&s=1702df982331a7c82819fd3e4d37491bc78cfbac', 'width': 108}, {'height': 162, 'url': '... |
Dataset Suggestion | 3 | Hello,
I am trying what is probably a stupid idea for a new LM architecture (not transformer related).
I have interesting results from training on a single book (Alice in Wonderlands). And I wonder if those results could improve in quality with data scaling.
Currently training on ... CPU... it takes 29s for the mode... | 2025-11-17T23:28:10 | https://www.reddit.com/r/LocalLLaMA/comments/1ozw0c9/dataset_suggestion/ | Eralyon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozw0c9 | false | null | t3_1ozw0c9 | /r/LocalLLaMA/comments/1ozw0c9/dataset_suggestion/ | false | false | self | 3 | null |
What are some techniques to create better Text2SQL? | 0 | We have a text2SQL and I am worried that we have syntactically correct but semantically wrong result.
What has worked for you to improve the system?
Thanks. | 2025-11-17T23:24:45 | https://www.reddit.com/r/LocalLLaMA/comments/1ozvxji/what_are_some_techniques_to_create_better_text2sql/ | 20231027 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozvxji | false | null | t3_1ozvxji | /r/LocalLLaMA/comments/1ozvxji/what_are_some_techniques_to_create_better_text2sql/ | false | false | self | 0 | null |
Just saw on nightly news that my senator is trying to ban chatbots for minors | 1 | How do you think local open source AI will be impacted by this legislation?
"Two senators said they are announcing bipartisan legislation on Tuesday to crack down on tech companies that make artificial intelligence chatbot companions available to minors, after complaints from parents who blamed the products for pushi... | 2025-11-17T23:01:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ozvd5j/just_saw_on_nightly_news_that_my_senator_is/ | ridablellama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozvd5j | false | null | t3_1ozvd5j | /r/LocalLLaMA/comments/1ozvd5j/just_saw_on_nightly_news_that_my_senator_is/ | false | false | self | 1 | null |
3080 on pc1, p40 on pc2... can pc1 orchestrate? | 1 | So I've got a 3080 running Qwen3 30B in a kind of underwhelming result using cline & vs code.
I'm about to cobble together a p40 in a 2nd PC to try some larger vram LLMs.
Is there a way to orchestrate? Like I could tell PC1 that I have PC2 running the other LLM and it does some multithreading or queuing some tas... | 2025-11-17T22:16:59 | https://www.reddit.com/r/LocalLLaMA/comments/1ozu8fc/3080_on_pc1_p40_on_pc2_can_pc1_orchestrate/ | PairOfRussels | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozu8fc | false | null | t3_1ozu8fc | /r/LocalLLaMA/comments/1ozu8fc/3080_on_pc1_p40_on_pc2_can_pc1_orchestrate/ | false | false | self | 1 | null |
20,000 Epstein Files in a single text file available to download (~100 MB) | 1,959 | I've processed all the text and image files (\~25,000 document pages/emails) within individual folders released last friday into a two column text file. I used Googles tesseract OCR library to convert jpg to text.
You can download it here: [https://huggingface.co/datasets/tensonaut/EPSTEIN\_FILES\_20K](https://huggin... | 2025-11-17T22:14:12 | https://www.reddit.com/r/LocalLLaMA/comments/1ozu5v4/20000_epstein_files_in_a_single_text_file/ | tensonaut | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozu5v4 | false | null | t3_1ozu5v4 | /r/LocalLLaMA/comments/1ozu5v4/20000_epstein_files_in_a_single_text_file/ | false | false | self | 1,959 | {'enabled': False, 'images': [{'id': 'Un7ixyc1EmaI-qDmYnT24bjDTJyNZChlHeXZ9IC2aTs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Un7ixyc1EmaI-qDmYnT24bjDTJyNZChlHeXZ9IC2aTs.png?width=108&crop=smart&auto=webp&s=5908f3b11b27ea2328c1b220d63d225ab4a2f409', 'width': 108}, {'height': 116, 'url': 'h... |
Grok 4.1 | 16 | https://x.com/elonmusk/status/1990533268723425320?s=46
We already have great OSS alternatives but we need a bigger context window like grok. | 2025-11-17T21:38:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ozt895/grok_41/ | policyweb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozt895 | false | null | t3_1ozt895 | /r/LocalLLaMA/comments/1ozt895/grok_41/ | false | false | self | 16 | null |
Minipc with CUDA support | 0 | Hello everyone, been in AI space for a couple of years now. Basically have been playing a lot with sentence transformers but want to get into Gen AI and agentic flow.
Here is the thing : I am looking to buy a minipc which can run CUDA.
Context : I have been using kubeflow at work and g4dn.12xlarge machines in AWS f... | 2025-11-17T21:17:34 | https://www.reddit.com/r/LocalLLaMA/comments/1ozso5r/minipc_with_cuda_support/ | SaltedCashewNuts | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozso5r | false | null | t3_1ozso5r | /r/LocalLLaMA/comments/1ozso5r/minipc_with_cuda_support/ | false | false | self | 0 | null |
Cerebras REAPs: MiniMax-M2 (25, 30, 40%), Kimi-Linear 30%, more on the way! | 115 | Hey everyone, we just dropped REAP'd MiniMax-M2 in 3 sizes:
[https://hf.co/cerebras/MiniMax-M2-REAP-172B-A10B](https://hf.co/cerebras/MiniMax-M2-REAP-172B-A10B)
[https://hf.co/cerebras/MiniMax-M2-REAP-162B-A10B](https://hf.co/cerebras/MiniMax-M2-REAP-162B-A10B)
[https://hf.co/cerebras/MiniMax-M2-REAP-139B-A10B](http... | 2025-11-17T21:06:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ozsdbe/cerebras_reaps_minimaxm2_25_30_40_kimilinear_30/ | ilzrvch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozsdbe | false | null | t3_1ozsdbe | /r/LocalLLaMA/comments/1ozsdbe/cerebras_reaps_minimaxm2_25_30_40_kimilinear_30/ | false | false | self | 115 | {'enabled': False, 'images': [{'id': '3MtGVOnWZy1IT16u2e0DlzH4XGv1oVdDyptqOnSMtkE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/3MtGVOnWZy1IT16u2e0DlzH4XGv1oVdDyptqOnSMtkE.png?width=108&crop=smart&auto=webp&s=15658e73acfa0a382bcd08c8b9c6a5261a858d5d', 'width': 108}, {'height': 116, 'url': 'h... |
NanoGPT 124m from scratch using a 4090 and a billion tokens of Fineweb in a cave with a box of scraps. | 273 | I was recently doing some digging into NanoGPT, Karpathy's couple years old [repo](https://github.com/karpathy/nanoGPT) to recreate GPT-2 124m using 10 billion tokens of fineweb and 8xA100 40gb over the course of four days.
More recently, I saw that they've started [speedrunning efforts](https://github.com/KellerJorda... | 2025-11-17T20:29:18 | https://huggingface.co/DevParker/NanoGPT-124m-In-A-Cave-With-A-Box-Of-Scraps/blob/main/README.md | teachersecret | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ozre2i | false | null | t3_1ozre2i | /r/LocalLLaMA/comments/1ozre2i/nanogpt_124m_from_scratch_using_a_4090_and_a/ | false | false | default | 273 | {'enabled': False, 'images': [{'id': 'Xkp-uBD1eaeELSsY4T0RZUFyVZGTUIdapJjtKGQFbjY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Xkp-uBD1eaeELSsY4T0RZUFyVZGTUIdapJjtKGQFbjY.png?width=108&crop=smart&auto=webp&s=140252b6cdbdb575b73a7966a7da62d95670c656', 'width': 108}, {'height': 116, 'url': 'h... |
Do you sandbox MCPs / Claude Code / Opencode on Linux? How ? | 1 | There are many ways to do it docker, podman, devcontainer, vm, lxc/lxd,.. | 2025-11-17T20:29:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ozre04/do_you_sandbox_mcps_claude_code_opencode_on_linux/ | Inevitable_Ant_2924 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozre04 | false | null | t3_1ozre04 | /r/LocalLLaMA/comments/1ozre04/do_you_sandbox_mcps_claude_code_opencode_on_linux/ | false | false | self | 1 | null |
Finetune Conversational LLM on Discord Data | 5 | I plan to create a discord bot that can interact with multiple people in a server at once. I want to mimic the organic convo a normal user has on discord, especially the style and the interaction with multiple users. My idea is to finetune an LLM on a discord dataset extracted from a discord server, since the dataset i... | 2025-11-17T20:06:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ozqryk/finetune_conversational_llm_on_discord_data/ | Riki_The_Bird_God | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozqryk | false | null | t3_1ozqryk | /r/LocalLLaMA/comments/1ozqryk/finetune_conversational_llm_on_discord_data/ | false | false | self | 5 | null |
Comparing Unsloth's GLM-4.6 IQ2_M -vs- GLM-4.6-REAP-268B Q2_K_XL | 19 | **GLM 4.6 Quantization Trade-offs:**
**Full** **IQ2\_M** **(Pervasive Degradation) vs. REAP** **Q2\_K\_XL** **(Structural Removal)**
These 2 are at the limits of what will fit in 128GB and the best local models in this size bracket.
The core of this is comparing the error profiles of pervasive quantization dama... | 2025-11-17T19:39:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ozq14d/comparing_unsloths_glm46_iq2_m_vs_glm46reap268b/ | Feedback_Loopy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozq14d | false | null | t3_1ozq14d | /r/LocalLLaMA/comments/1ozq14d/comparing_unsloths_glm46_iq2_m_vs_glm46reap268b/ | false | false | self | 19 | null |
This response is from a 2.7B model (Phi-2). I don’t know how this is possible. | 0 | I’ve been experimenting with a custom framework layered over small models (mainly Phi-2).
This answer came from a 2.7B parameter model — not GPT-4, not Claude, not Llama 70B.
It maintains tone, produces structured multi-paragraph reasoning, avoids hallucination, and stays grounded.
I genuinely don’t know how this is... | 2025-11-17T19:27:39 | https://www.reddit.com/gallery/1ozpq3u | GriffinThibault | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ozpq3u | false | null | t3_1ozpq3u | /r/LocalLLaMA/comments/1ozpq3u/this_response_is_from_a_27b_model_phi2_i_dont/ | false | false | 0 | null | |
AMA Announcement: MiniMax, The Opensource Lab Behind MiniMax-M2 + Gifts to Our Community (Wednesday, 8AM-11AM PST) | 113 | 2025-11-17T18:50:44 | XMasterrrr | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ozopxx | false | null | t3_1ozopxx | /r/LocalLLaMA/comments/1ozopxx/ama_announcement_minimax_the_opensource_lab/ | false | true | default | 113 | {'enabled': True, 'images': [{'id': 'e3scgr4j5v1g1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/e3scgr4j5v1g1.jpeg?width=108&crop=smart&auto=webp&s=a90d04c15902e2f83a551ea7babbde4306b9fcbd', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/e3scgr4j5v1g1.jpeg?width=216&crop=smart&auto=... | ||
Cornserve: Microservices Architecture for Serving Any-to-Any Models like Qwen Omni! | 2 | https://reddit.com/link/1ozofs7/video/xnsfmgonwt1g1/player
Hey everyone! We're excited to share Cornserve, an open-source platform for serving any-to-any multimodal AI models.
Modern multimodal models are getting increasingly complex, like Qwen 3 Omni that handles text, images, video, and audio inputs while generatin... | 2025-11-17T18:40:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ozofs7/cornserve_microservices_architecture_for_serving/ | IntroductionHuge7324 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozofs7 | false | null | t3_1ozofs7 | /r/LocalLLaMA/comments/1ozofs7/cornserve_microservices_architecture_for_serving/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'PGzw23GMH4zMtMZEKRBRNnVi6wf2-a8AzK196nf2XcI', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/PGzw23GMH4zMtMZEKRBRNnVi6wf2-a8AzK196nf2XcI.png?width=108&crop=smart&auto=webp&s=6c1300504aa8c732785a36b17b7eaca7eb1f9ceb', 'width': 108}, {'height': 113, 'url': 'h... |
[30 Trillion token dataset] "HPLT 3.0: Very Large-Scale Multilingual Resources for LLM and MT. Mono- and Bi-lingual Data, Multilingual Evaluation, and Pre-Trained Models", Oepen et al. 2025 | 25 | 2025-11-17T18:40:25 | https://arxiv.org/abs/2511.01066 | RecmacfonD | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1ozofpd | false | null | t3_1ozofpd | /r/LocalLLaMA/comments/1ozofpd/30_trillion_token_dataset_hplt_30_very_largescale/ | false | false | default | 25 | null | |
I miss when it looked like community fine-tunes were the future | 192 | Anyone else? There was a hot moment, maybe out of naivety, where fine-tunes of Llama 2 significantly surpassed the original and even began chasing down ChatGPT3. This sub was a flurry of ideas and datasets and minor celebrities with access to more modest GPU farms.
Today it seems like the sub is still enjoying local L... | 2025-11-17T18:36:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ozobsy/i_miss_when_it_looked_like_community_finetunes/ | ForsookComparison | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozobsy | false | null | t3_1ozobsy | /r/LocalLLaMA/comments/1ozobsy/i_miss_when_it_looked_like_community_finetunes/ | false | false | self | 192 | null |
Local all-in-one AI system (Local multimodal AI) | 5 | This article is the current development log of PKC AI Mark.
This article was analyzed using AI.
PKC AI MARK — Key Feature Summary
Author: GPT
1. Overview
This document summarizes the core features of the PKC AI MARK system running on an RTX 2060 Super (8GB). It explains the essential functions in a simple and easy-t... | 2025-11-17T18:30:33 | PKC_0412 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ozo5lq | false | null | t3_1ozo5lq | /r/LocalLLaMA/comments/1ozo5lq/local_allinone_ai_system_local_multimodal_ai/ | false | false | default | 5 | {'enabled': True, 'images': [{'id': '4w46fk052v1g1', 'resolutions': [{'height': 37, 'url': 'https://preview.redd.it/4w46fk052v1g1.jpeg?width=108&crop=smart&auto=webp&s=23d38c624a90185f5c5acb1c8b5255b7a7c64758', 'width': 108}, {'height': 75, 'url': 'https://preview.redd.it/4w46fk052v1g1.jpeg?width=216&crop=smart&auto=we... | |
Do we rely too much on huggingface? Do you think they’ll eventually regulate open source models? Is there any way to distribute them elsewhere? | 232 | I know torrenting may be a thing, but I’m also just curious if anyone knows anything or has any insight. | 2025-11-17T18:27:54 | https://www.reddit.com/r/LocalLLaMA/comments/1ozo2v8/do_we_rely_too_much_on_huggingface_do_you_think/ | Borkato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozo2v8 | false | null | t3_1ozo2v8 | /r/LocalLLaMA/comments/1ozo2v8/do_we_rely_too_much_on_huggingface_do_you_think/ | false | false | self | 232 | null |
cuda device list mismatch - ggml_cuda_init / ubuntu - significance to using --main-gpu flag | 1 | System running 3x GPU: 1x 5090 and 2x 3090 running GLM 4.5-Air-Q4\_K\_M
Driver Version: 580.105.08 CUDA Version: 13.0
ggml_cuda_init: found 3 CUDA devices:
Device 0: NVIDIA GeForce RTX 5090, compute capability 12.0, VMM: yes
Device 1: NVIDIA GeForce RTX 3090, compute capability 8.6, VMM: yes
... | 2025-11-17T18:03:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ozne89/cuda_device_list_mismatch_ggml_cuda_init_ubuntu/ | munkiemagik | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozne89 | false | null | t3_1ozne89 | /r/LocalLLaMA/comments/1ozne89/cuda_device_list_mismatch_ggml_cuda_init_ubuntu/ | false | false | 1 | null | |
4, 6 and 8 bit mlx versions of Inference-net / AELLA on Huggingface | 1 | Following the success of this post:
[https://www.reddit.com/r/LocalLLaMA/comments/1ov3dkb/aella\_100m\_research\_papers\_an\_openscience/?utm\_source=share&utm\_medium=web3x&utm\_name=web3xcss&utm\_term=1&utm\_content=share\_button](https://www.reddit.com/r/LocalLLaMA/comments/1ov3dkb/aella_100m_research_papers_an_ope... | 2025-11-17T18:02:35 | https://www.reddit.com/r/LocalLLaMA/comments/1oznday/4_6_and_8_bit_mlx_versions_of_inferencenet_aella/ | JLeonsarmiento | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oznday | false | null | t3_1oznday | /r/LocalLLaMA/comments/1oznday/4_6_and_8_bit_mlx_versions_of_inferencenet_aella/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'bZ2ZFJE70mPh9Bp_x_wUUzbZwLukgV7-Ha7iIE2wMwY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/bZ2ZFJE70mPh9Bp_x_wUUzbZwLukgV7-Ha7iIE2wMwY.png?width=108&crop=smart&auto=webp&s=b58fe8394026a904fa724dcdebfa173059ce4bca', 'width': 108}, {'height': 116, 'url': 'h... |
LMArena down for anyone? | 0 | Can't get past cloudflare. I verify and it just reloads the same page. I live in NY. | 2025-11-17T17:53:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ozn42w/lmarena_down_for_anyone/ | Jazzlike_Tomorrow765 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozn42w | false | null | t3_1ozn42w | /r/LocalLLaMA/comments/1ozn42w/lmarena_down_for_anyone/ | false | false | self | 0 | null |
Why MXFP4 is more popular than NVFP4? | 0 | NVFP4 is "theoretically" better and more optimized on Blackwell architecture, which most companies would use anyway,MXFP4 has a wider hardware optimization as it's standardized,but it's not as optimized as NVFP4 and "theoretically" less accurate than MXFP4,I say theoretically because I found no models that's trained wi... | 2025-11-17T17:32:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ozmje5/why_mxfp4_is_more_popular_than_nvfp4/ | Swimming-Ratio4879 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozmje5 | false | null | t3_1ozmje5 | /r/LocalLLaMA/comments/1ozmje5/why_mxfp4_is_more_popular_than_nvfp4/ | false | false | self | 0 | null |
Tips for optimizing gemma2:2b on Raspberry Pi 5 for voice assistant? (tool calling) | 6 | Hey everyone! 👋
I'm building a privacy-focused voice assistant on a Raspberry Pi 5 that runs gemma2:2b locally via Ollama. It works, but I'm trying to squeeze out more performance for a better user experience.
**Current setup:**
* Hardware: Raspberry Pi 5 (8GB)
* Model: gemma2:2b via Ollama
* Use case: Voice assist... | 2025-11-17T17:16:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ozm3z4/tips_for_optimizing_gemma22b_on_raspberry_pi_5/ | Chef_Koch190 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozm3z4 | false | null | t3_1ozm3z4 | /r/LocalLLaMA/comments/1ozm3z4/tips_for_optimizing_gemma22b_on_raspberry_pi_5/ | false | false | self | 6 | null |
Qwen > OpenAI models | 17 | We knew this. But it was nice to see Bloomberg write about it. Been a fan of Qwen models since they first launched and they are my go to for most things local and hosted. I even switched to Qwen Code (CLI) with Qwen3 Coder (via LMStudio) and love the local inference coding powerhouse.
Interesting to see the stats on... | 2025-11-17T17:05:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ozlssd/qwen_openai_models/ | International_Quail8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozlssd | false | null | t3_1ozlssd | /r/LocalLLaMA/comments/1ozlssd/qwen_openai_models/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'GcWEWkPVLBm7E5Ks6cSxzeQDx3QnMDckaLpYGUH0Lx4', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/GcWEWkPVLBm7E5Ks6cSxzeQDx3QnMDckaLpYGUH0Lx4.jpeg?width=108&crop=smart&auto=webp&s=23ac078a1075c8b594453150fa3fe5cc55cd7c38', 'width': 108}, {'height': 144, 'url': '... |
18-Month Field Study: Cross-Architecture AI Collaboration - Methodology May Be Controversial, Results Are Reproducible | 10 | I built this research using the exact methodology I'm documenting - working directly with multiple AI architectures as collaborative partners, not just test subjects.
I know this approach is controversial. Some academic venues have explicitly rejected it. I'm sharing it anyway because it works, and I think the results... | 2025-11-17T16:51:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ozlff6/18month_field_study_crossarchitecture_ai/ | Shakkahn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozlff6 | false | null | t3_1ozlff6 | /r/LocalLLaMA/comments/1ozlff6/18month_field_study_crossarchitecture_ai/ | false | false | self | 10 | null |
Best TTS with Voice cloning which can run under 4GB VRAM ? | 11 | PC - specs
RTX - 3050(4GB)
RAM - 16GB | 2025-11-17T16:48:44 | https://www.reddit.com/r/LocalLLaMA/comments/1ozlcqj/best_tts_with_voice_cloning_which_can_run_under/ | ProNoostr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozlcqj | false | null | t3_1ozlcqj | /r/LocalLLaMA/comments/1ozlcqj/best_tts_with_voice_cloning_which_can_run_under/ | false | false | self | 11 | null |
Best LLM for image to prompt generation | 2 | Hi, im new in this world and i'm expermitening with LLM for image to prompt generation to use with stable diffusion. I was experimenting with Amoral Gemma 3 - 12B using LM Studio but im not pretty satisfied with the results. Any LLM model or master prompt recomendations? | 2025-11-17T16:41:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ozl5hx/best_llm_for_image_to_prompt_generation/ | Ornery-Relative5704 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozl5hx | false | null | t3_1ozl5hx | /r/LocalLLaMA/comments/1ozl5hx/best_llm_for_image_to_prompt_generation/ | false | false | nsfw | 2 | null |
Ask for a localhost model can translating programming books | 0 | Hi people, i want to find a model for local host, target for translating (actually programming books, I can read English book well, but i need learn fast, i believe read in my mother language will faster). My machine is core i5 12400f, rtx 3060, 32GB RAM. Thank so much | 2025-11-17T16:39:37 | https://www.reddit.com/r/LocalLLaMA/comments/1ozl3wi/ask_for_a_localhost_model_can_translating/ | Formal-Proof-5221 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozl3wi | false | null | t3_1ozl3wi | /r/LocalLLaMA/comments/1ozl3wi/ask_for_a_localhost_model_can_translating/ | false | false | self | 0 | null |
DSPy on a Pi: Cheap Prompt Optimization with GEPA and Qwen3 | 8 | It took me about sixteen hours on a Raspberry Pi to boost performance of chat-to-SQL using Qwen3 0.6B from 7.3% to 28.5%. Using gpt-oss:20b, to boost performance from ~60% to ~85% took 5 days. | 2025-11-17T16:20:23 | https://leebutterman.com/2025/11/01/prompt-optimization-on-a-raspberry-pi.html | parenthethethe | leebutterman.com | 1970-01-01T00:00:00 | 0 | {} | 1ozkkzz | false | null | t3_1ozkkzz | /r/LocalLLaMA/comments/1ozkkzz/dspy_on_a_pi_cheap_prompt_optimization_with_gepa/ | false | false | default | 8 | null |
How are you handling web crawling? Firecrawl is great, but I'm hitting limits. | 5 | Been experimenting with web search and content extraction for a small AI assistant project, and I'm hitting a few bottlenecks. My current setup is basically 1) Search for a batch of URLs 2) Scrape and extract the text and 3) Feed it to an LLM for answers.
It works decently, but the main issue is managing mult... | 2025-11-17T16:02:34 | https://www.reddit.com/r/LocalLLaMA/comments/1ozk41e/how_are_you_handling_web_crawling_firecrawl_is/ | Robertshee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozk41e | false | null | t3_1ozk41e | /r/LocalLLaMA/comments/1ozk41e/how_are_you_handling_web_crawling_firecrawl_is/ | false | false | self | 5 | null |
MiniMax-M2-REAP-172B-A10B-GGUF | 96 | As in topic. Since Cerebras published the reap, I decided I'd try to get some GGUFs going (since I wanted to use them too).
It has been kind of annoying since apparently Cerebras messed up the tokenizer files (I think they uploaded the GLM tokenizer files by mistake, but I've been to lazy to actually check). Anyways, ... | 2025-11-17T16:00:18 | https://huggingface.co/ilintar/MiniMax-M2-REAP-172B-A10B-GGUF | ilintar | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ozk1rh | false | null | t3_1ozk1rh | /r/LocalLLaMA/comments/1ozk1rh/minimaxm2reap172ba10bgguf/ | false | false | default | 96 | {'enabled': False, 'images': [{'id': 'yC7porbEEX7QYKHPcLygWYv7HiHQvUYKMqU4aFgmwiA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/yC7porbEEX7QYKHPcLygWYv7HiHQvUYKMqU4aFgmwiA.png?width=108&crop=smart&auto=webp&s=bf167b254d0691dfa22bae50fc8fe8502014a510', 'width': 108}, {'height': 116, 'url': 'h... |
I revived Sir Isaac Newton using a fully local RAG setup. | 0 | So after **47 hours of non-stop debugging**,
6 virtual environments dying like soldiers,
128 pip installs,
and me saying “Okay I’m done” at least three times…
I somehow ended up **reviving Sir Isaac Newton.**
Yes.
He’s alive.
And he’s judging my physics.
A fully **local RAG chatbot** that reads my personal... | 2025-11-17T15:59:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ozk0q4/i_revived_sir_isaac_newton_using_a_fully_local/ | Qwave_Sync | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozk0q4 | false | null | t3_1ozk0q4 | /r/LocalLLaMA/comments/1ozk0q4/i_revived_sir_isaac_newton_using_a_fully_local/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'GB7JwjkIPh56Ts5RHYcx79_LwNRlF4s1mWINz2YDmmI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GB7JwjkIPh56Ts5RHYcx79_LwNRlF4s1mWINz2YDmmI.png?width=108&crop=smart&auto=webp&s=0ed9d67ee49bf1e63496c731fb77b02f9e31be43', 'width': 108}, {'height': 108, 'url': 'h... |
Reactive Agents: AI agents that self-optimize after every interaction | 67 | We have developed an actual reactive agent that continuously learns and adapts based on its own performance, without requiring code changes or human intervention. To make them easy to deploy, observe, and manage, we also built a server and app. All of our work is open source under the Apache 2.0 license. You can find i... | 2025-11-17T15:57:22 | https://www.reddit.com/gallery/1ozjz15 | No_Heart_159 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ozjz15 | false | null | t3_1ozjz15 | /r/LocalLLaMA/comments/1ozjz15/reactive_agents_ai_agents_that_selfoptimize_after/ | false | false | 67 | null | |
how to attach video to Qwen 2.5-vl-7b GGUF for analysing ? | 0 | Hi using LM Studio i can successfully attach pictures to this model's chat interface and have it analyse it, but I'm unable to attach videos in mp4. Anyone can tell me how to make this work ? Running ARM Mac. | 2025-11-17T15:47:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ozjphp/how_to_attach_video_to_qwen_25vl7b_gguf_for/ | greenreddits | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozjphp | false | null | t3_1ozjphp | /r/LocalLLaMA/comments/1ozjphp/how_to_attach_video_to_qwen_25vl7b_gguf_for/ | false | false | self | 0 | null |
I accidentally revived Sir Isaac Newton using local RAG. | 0 | After **47 hours of pure debugging chaos**,
6 virtual environments dying in my arms,
128 `pip install` attempts,
and me whispering “I give up” at least 3 times…
I can finally say this with confidence:
**Sir Isaac Newton is now alive.**
**And he’s roasting modern physics.**
**Introducing: NewtonAI**
A fully ... | 2025-11-17T15:42:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ozjl9e/i_accidentally_revived_sir_isaac_newton_using/ | Qwave_Sync | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozjl9e | false | null | t3_1ozjl9e | /r/LocalLLaMA/comments/1ozjl9e/i_accidentally_revived_sir_isaac_newton_using/ | false | false | self | 0 | null |
I built a tiny LLM agent to explain why the market is moving today - would love feedback | 0 | Hey everyone,
I put together a small LLM-powered site that answers a question I always have: Why is the market moving like this right now? [https://whydoesitgolikethis.vercel.app/](https://whydoesitgolikethis.vercel.app/)
It started as a side project to solve my own pain point (I just want the answer and hate vi... | 2025-11-17T15:37:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ozjg4d/i_built_a_tiny_llm_agent_to_explain_why_the/ | centralparksquirrel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozjg4d | false | null | t3_1ozjg4d | /r/LocalLLaMA/comments/1ozjg4d/i_built_a_tiny_llm_agent_to_explain_why_the/ | false | false | self | 0 | null |
Open-source RAG/LLM evaluation framework; would love ANY feedback 🫶🏽 | 2 | Reposting for better visibility:
Hallo from Berlin,
I'm one of the founders of Rhesis, an open-source testing platform for LLM applications. Just shipped v0.4.2 with zero-config Docker Compose setup (literally ./rh start and you're running). Built it because we got frustrated with high-effort setups for evals. Every... | 2025-11-17T15:21:34 | https://www.reddit.com/r/LocalLLaMA/comments/1ozj1xd/opensource_ragllm_evaluation_framework_would_love/ | IOnlyDrinkWater_22 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozj1xd | false | null | t3_1ozj1xd | /r/LocalLLaMA/comments/1ozj1xd/opensource_ragllm_evaluation_framework_would_love/ | false | false | self | 2 | null |
How come Qwen is getting popular with such amazing options in the open source LLM category? | 302 | To be fair, apart from Qwen, there is also Kimi K2. Why is this uptick in their popularity? Openrouters shows a 20% share of Qwen. The different evaluations certainly favor the Qwen models when compared with Claude and Deepseek.
The main points I feel like working in Qwen's favor are its cheap prices and the open ... | 2025-11-17T15:12:06 | Puzzleheaded_Toe5074 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oziszl | false | null | t3_1oziszl | /r/LocalLLaMA/comments/1oziszl/how_come_qwen_is_getting_popular_with_such/ | false | false | default | 302 | {'enabled': True, 'images': [{'id': 'ue6rw77n1u1g1', 'resolutions': [{'height': 63, 'url': 'https://preview.redd.it/ue6rw77n1u1g1.png?width=108&crop=smart&auto=webp&s=1e8f4915260756220b2eabda24d8b161c712cfa9', 'width': 108}, {'height': 127, 'url': 'https://preview.redd.it/ue6rw77n1u1g1.png?width=216&crop=smart&auto=web... | |
The Thoughts on AGI — A General Reflection Beyond Optimism and Fear | 0 | In today’s AI community, discussions about AGI often swing between two extremes.
Some express unbounded optimism. Some warn about existential risks.
Both views focus heavily on the end state of AGI — its grandeur or its potential danger.
But very few discussions touch the essential question:
What is the internal stru... | 2025-11-17T15:07:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ozioq9/the_thoughts_on_agi_a_general_reflection_beyond/ | Hefty_Document_9466 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozioq9 | false | null | t3_1ozioq9 | /r/LocalLLaMA/comments/1ozioq9/the_thoughts_on_agi_a_general_reflection_beyond/ | false | false | self | 0 | null |
MiroThinker v1.0 ，an open-source agent foundation model with interactive scaling！ | 20 | I’d like to recommend MiroThinker, a newly released open-source foundation model that simulates how humans handle complex problems.
MiroThinker v1.0 just launched recently! Remember our August open-source release? We're back with a MASSIVE update that's gonna blow your mind!
**What's New?**
We're introducing the "... | 2025-11-17T14:32:38 | https://github.com/MiroMindAI/MiroThinker | wuqiao | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ozht24 | false | null | t3_1ozht24 | /r/LocalLLaMA/comments/1ozht24/mirothinker_v10_an_opensource_agent_foundation/ | false | false | default | 20 | {'enabled': False, 'images': [{'id': '6WQT83gvt4k49_jn91ZosE3XvOZY7RKHWPio8vKDeE8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/6WQT83gvt4k49_jn91ZosE3XvOZY7RKHWPio8vKDeE8.png?width=108&crop=smart&auto=webp&s=8480cf50b0cf6f75a03300ce62ac3d55457b8ff3', 'width': 108}, {'height': 108, 'url': 'h... |
Why all DeepSeek R1 distills are overthinkers? | 1 | I tried multiple deepseek distills (in the range from 0.6B to over 10B) and they all share one thing "Overthinking" the model literally say wait every few words, which is not a behavior that I saw with the original deepseek when tested on OpenRouter.
For example I asked a model how to learn python,the reasoning chain ... | 2025-11-17T14:26:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ozhn77/why_all_deepseek_r1_distills_are_overthinkers/ | Swimming-Ratio4879 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozhn77 | false | null | t3_1ozhn77 | /r/LocalLLaMA/comments/1ozhn77/why_all_deepseek_r1_distills_are_overthinkers/ | false | false | self | 1 | null |
Last week in Multimodal AI - Local Edition | 10 | I curate a weekly newsletter on multimodal AI. Here are the local/open-source highlights from this week:
**OmniVinci - Open-Source Omni-Modal LLM**
• NVIDIA's model unifies vision, audio, and language, beating Qwen2.5-Omni by 19% with 6x less data.
• Fully open-source with efficient multimodal fusion for local dep... | 2025-11-17T14:22:56 | https://www.reddit.com/r/LocalLLaMA/comments/1ozhkha/last_week_in_multimodal_ai_local_edition/ | Vast_Yak_4147 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozhkha | false | null | t3_1ozhkha | /r/LocalLLaMA/comments/1ozhkha/last_week_in_multimodal_ai_local_edition/ | false | false | 10 | null | |
Kimi K2 Thinking is the best combinatorics AI | 16 | 2025-11-17T14:20:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ozhhut/kimi_k2_thinking_is_the_best_combinatorics_ai/ | InternationalAsk1490 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozhhut | false | null | t3_1ozhhut | /r/LocalLLaMA/comments/1ozhhut/kimi_k2_thinking_is_the_best_combinatorics_ai/ | false | false | 16 | null | ||
How likely do you think a Ashley-Madison style widespread breach exposing users and conversations is in the next few years? | 4 | I was quite naive with my usage of ChatGPT, and my mind won't stop replaying a doomsday scenario where every single users chat leaks, and there's like a searchable database or some shit like that. If one were one to take place, how do you think the event would transpire? I'm probably shamelessly seeking validation but ... | 2025-11-17T14:15:12 | https://www.reddit.com/r/LocalLLaMA/comments/1ozhdq2/how_likely_do_you_think_a_ashleymadison_style/ | Antique-Account-2359 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozhdq2 | false | null | t3_1ozhdq2 | /r/LocalLLaMA/comments/1ozhdq2/how_likely_do_you_think_a_ashleymadison_style/ | false | false | self | 4 | null |
Wanting to train LLM for automotive purposes. | 2 | Good morning! Over the past few months I've been playing with AI. I started off with Gemini, the GitHub Copilot, and now I'm also using local LLMs on my hardware. I've created a few projects using AI that turned out decent. I've learned a bit about how your prompt is pretty much everything. Steering them back into the ... | 2025-11-17T14:12:18 | https://www.reddit.com/r/LocalLLaMA/comments/1ozhba5/wanting_to_train_llm_for_automotive_purposes/ | LooseGas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozhba5 | false | null | t3_1ozhba5 | /r/LocalLLaMA/comments/1ozhba5/wanting_to_train_llm_for_automotive_purposes/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'X0QQOxz12Mmh0kv_oHjk1X5jKQ3FjGJ016-YkVB1YuI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/X0QQOxz12Mmh0kv_oHjk1X5jKQ3FjGJ016-YkVB1YuI.png?width=108&crop=smart&auto=webp&s=f381968f997e268f4c925e4bbfa45a716d521002', 'width': 108}, {'height': 108, 'url': 'h... |
MXFP4 Hybrid Dense Models (Ready to share - Near Lossless Precision, Faster, Smaller) | 89 | I created 10+ hybrid MXFP4 GGUF of the top models available today. Many of these models often have faster TPS than a Q4\_K\_M, \~10% smaller than a Q8\_0 model, and much less precision loss than Q6\_K (very near Q8, sometimes better) . I'll provide links to the models, all the benchmarks, and my process.
>**If you d... | 2025-11-17T14:09:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ozh8py/mxfp4_hybrid_dense_models_ready_to_share_near/ | crossivejoker | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozh8py | false | null | t3_1ozh8py | /r/LocalLLaMA/comments/1ozh8py/mxfp4_hybrid_dense_models_ready_to_share_near/ | false | false | self | 89 | {'enabled': False, 'images': [{'id': 'DbVWoI-Wl3PysKrp02iFVCgHgqei77dApIdvj19ELD4', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/DbVWoI-Wl3PysKrp02iFVCgHgqei77dApIdvj19ELD4.png?width=108&crop=smart&auto=webp&s=3a002345ea62b741eec81438337c78ba41155ee0', 'width': 108}, {'height': 216, 'url': '... |
Model chooses safe language over human life | 29 | 2025-11-17T14:02:55 | zhambe | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ozh3a9 | false | null | t3_1ozh3a9 | /r/LocalLLaMA/comments/1ozh3a9/model_chooses_safe_language_over_human_life/ | false | false | default | 29 | {'enabled': True, 'images': [{'id': '99qs5ohbnt1g1', 'resolutions': [{'height': 29, 'url': 'https://preview.redd.it/99qs5ohbnt1g1.png?width=108&crop=smart&auto=webp&s=cc9fae7aff41afd43e99611166a0514f1d6b6d3c', 'width': 108}, {'height': 59, 'url': 'https://preview.redd.it/99qs5ohbnt1g1.png?width=216&crop=smart&auto=webp... | ||
How do you deal with huge token consumption in RAG systems? | 0 |
Since the AI boom, RAG setups have become relevant again. There’s nothing tricky about chunking info, storing it in a vector DB, and wiring up retrieval. Easy part.
The real headache starts when your dataset grows big, and embedding or retrieval queries start eating up tokens like crazy — especially when the model wa... | 2025-11-17T13:37:27 | https://www.reddit.com/r/LocalLLaMA/comments/1ozghgk/how_do_you_deal_with_huge_token_consumption_in/ | WilDinar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozghgk | false | null | t3_1ozghgk | /r/LocalLLaMA/comments/1ozghgk/how_do_you_deal_with_huge_token_consumption_in/ | false | false | self | 0 | null |
Local rig, back from the dead. | 38 | Inspired by [this post](https://old.reddit.com/r/LocalLLaMA/comments/1oyyk3k/my_ai_at_home_rig/) I thought I'd update since I last [posted my setup](https://old.reddit.com/r/LocalLLaMA/comments/1js4iy0/i_think_i_overdid_it/). As a few people pointed out, cooling was... suboptimal. It was fine in cool weather but a hot ... | 2025-11-17T13:07:31 | https://www.reddit.com/gallery/1ozfsr7 | _supert_ | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ozfsr7 | false | null | t3_1ozfsr7 | /r/LocalLLaMA/comments/1ozfsr7/local_rig_back_from_the_dead/ | false | false | 38 | null | |
cerebras/MiniMax-M2-REAP-162B-A10B · Hugging Face | 63 | 2025-11-17T12:53:42 | https://huggingface.co/cerebras/MiniMax-M2-REAP-162B-A10B | maroule | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ozfhjg | false | null | t3_1ozfhjg | /r/LocalLLaMA/comments/1ozfhjg/cerebrasminimaxm2reap162ba10b_hugging_face/ | false | false | default | 63 | {'enabled': False, 'images': [{'id': 'pZNcDARkPPYS1XPZ3DSC6Cog6lLWkjR2LNUrD7vyKjM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/pZNcDARkPPYS1XPZ3DSC6Cog6lLWkjR2LNUrD7vyKjM.png?width=108&crop=smart&auto=webp&s=18e3074c2e5d847c97421cd940b255a15afbbc5b', 'width': 108}, {'height': 116, 'url': 'h... | |
Multimodal AI in 2025: how GPT‑5, Gemini, Claude and Grok learned to understand text, images and video | 1 | [removed] | 2025-11-17T12:44:34 | https://www.reddit.com/r/LocalLLaMA/comments/1ozfal3/multimodal_ai_in_2025_how_gpt5_gemini_claude_and/ | chackifinster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozfal3 | false | null | t3_1ozfal3 | /r/LocalLLaMA/comments/1ozfal3/multimodal_ai_in_2025_how_gpt5_gemini_claude_and/ | false | false | self | 1 | null |
Embedding models have converged | 152 | There are so many embedding models out there that it’s hard to know which one is actually “the best.” I kept seeing different recommendations, so I got curious and tested them myself.
I ran 13 models on 8 datasets and checked latency, accuracy, and an LLM-judged ELO score. Honestly, the results were not what I expect... | 2025-11-17T12:42:57 | https://www.reddit.com/r/LocalLLaMA/comments/1ozf9al/embedding_models_have_converged/ | midamurat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozf9al | false | null | t3_1ozf9al | /r/LocalLLaMA/comments/1ozf9al/embedding_models_have_converged/ | false | false | 152 | null | |
First-hand experience running local LLM workflows on NVIDIA DGX Spark | 0 | Just wrapped up a pretty intense 4-day deep dive with the NVIDIA DGX Spark, pushing it through a range of real-world, sovereign AI use cases. Sharing the experience here in case it’s useful for others working with on-prem or local LLM setups.
Here’s what we explored and achieved:
\- Full system setup for sovereig... | 2025-11-17T12:27:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ozeyak/firsthand_experience_running_local_llm_workflows/ | Founder_GenAIProtos | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozeyak | false | null | t3_1ozeyak | /r/LocalLLaMA/comments/1ozeyak/firsthand_experience_running_local_llm_workflows/ | false | false | self | 0 | null |
Work around for context memory losses | 0 | A few weeks ago I had posted here that my team is going through AI fatigue because
1. they ask the LLM to do one thing and then it does another
2. they don't know how to provide all the context to the LLM that does not break one thing while building another
We then put our heads together to make this work and ... | 2025-11-17T11:38:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oze137/work_around_for_context_memory_losses/ | Temporary_Papaya_199 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oze137 | false | null | t3_1oze137 | /r/LocalLLaMA/comments/1oze137/work_around_for_context_memory_losses/ | false | false | self | 0 | null |
I was tired of guessing my RAG chunking strategy, so I built rag-chunk, a CLI to test it. | 1 | Hi all,
I'm sharing a small tool I just open-sourced for the Python / RAG community: `rag-chunk`.
It's a CLI that solves one problem: How do you *know* you've picked the best chunking strategy for your documents?
Instead of guessing your chunk size, `rag-chunk` lets you measure it:
* **Parse** your `.md` doc folder... | 2025-11-17T11:24:01 | https://github.com/messkan/rag-chunk | InstanceSignal5153 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ozds66 | false | null | t3_1ozds66 | /r/LocalLLaMA/comments/1ozds66/i_was_tired_of_guessing_my_rag_chunking_strategy/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'Li2L558n_VzAB3ErahFlptaslMhtBVH2Oz8KDG8P4VY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Li2L558n_VzAB3ErahFlptaslMhtBVH2Oz8KDG8P4VY.png?width=108&crop=smart&auto=webp&s=05ab6a04615dd02c0d0bc3afa0647133e7068546', 'width': 108}, {'height': 108, 'url': 'h... |
Quick question for AI devs - what's your biggest setup frustration? | 0 | # Hey everyone, I'm working on Day 5 of building AI tools and keep running into dependency hell with LangChain/LlamaIndex/OpenAI packages. Spent 3 hours yesterday just getting packages to install. Before I build something to fix this, genuine question: Is this YOUR biggest pain point too, or is it something else entire... | 2025-11-17T11:11:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ozdkk8/quick_question_for_ai_devs_whats_your_biggest/ | Alive-Practice-5448 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozdkk8 | false | null | t3_1ozdkk8 | /r/LocalLLaMA/comments/1ozdkk8/quick_question_for_ai_devs_whats_your_biggest/ | false | false | self | 0 | null |
Milk Mafia: Local LLM Debate Simulation Game | 0 | Hey guys!
Just some quick self promotion of my project, I made a small game called Milk Mafia, which is an AI-driven narrative adventure where rival dairy and snail-slime gangs battle for control of Brine City.
It simulates a debate using multiple LLM agents running locally! If you find it interesting, I would gre... | 2025-11-17T10:25:23 | purebluffdev | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ozcsi2 | false | null | t3_1ozcsi2 | /r/LocalLLaMA/comments/1ozcsi2/milk_mafia_local_llm_debate_simulation_game/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'vyumbz27ns1g1', 'resolutions': [{'height': 57, 'url': 'https://preview.redd.it/vyumbz27ns1g1.png?width=108&crop=smart&auto=webp&s=457764e37a30a3d10eb365ac990b6ea8848ccf62', 'width': 108}, {'height': 115, 'url': 'https://preview.redd.it/vyumbz27ns1g1.png?width=216&crop=smart&auto=web... | |
How to learn setting up my own | 0 | Hi all,
For a while I've wanted to dabble into creating my own local AI. I don't have any technical knowledge so I've been struggling where to start.
My goal is: to be able to setup and run local AI-agents that I can guide into becoming an effective tool. Probably preferably in Lama.cpp
I have learned some buzzword... | 2025-11-17T10:18:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ozco68/how_to_learn_setting_up_my_own/ | SimplyAverageHuman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ozco68 | false | null | t3_1ozco68 | /r/LocalLLaMA/comments/1ozco68/how_to_learn_setting_up_my_own/ | false | false | self | 0 | null |
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