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Did anyone tried to put e.g. 128GB RAM to Ryzen AI laptop? | 0 | Hello, I will be buying laptop with Ryzen AI 350 and 32GB RAM. Found out, there are two types of them - one with LPDDRX and others with normal DDR5 SODIMM and two slots - running on lower speeds, but you can change the sticks. I am wondering, if someone tried to put there 128GB RAM and NPU can use it all then? We got a... | 2025-11-14T09:20:38 | https://www.reddit.com/r/LocalLLaMA/comments/1owrv1w/did_anyone_tried_to_put_eg_128gb_ram_to_ryzen_ai/ | H4UnT3R_CZ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owrv1w | false | null | t3_1owrv1w | /r/LocalLLaMA/comments/1owrv1w/did_anyone_tried_to_put_eg_128gb_ram_to_ryzen_ai/ | false | false | self | 0 | null |
LM studio does not use the second gpu. | 1 | Hi. My current setup is: i7-9700f, RTX 4080, 128GB RAM, 3745MHz. I added a second graphics card, an RTX 5060. I tried split mode and selecting the priority GPU, but in either case, my RTX 4080 is primarily used, while the 5060 is simply used as a memory expander. This means that part of the model is offloaded to its me... | 2025-11-14T09:20:10 | https://www.reddit.com/r/LocalLLaMA/comments/1owruru/lm_studio_does_not_use_the_second_gpu/ | Pretend-Pumpkin7506 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owruru | false | null | t3_1owruru | /r/LocalLLaMA/comments/1owruru/lm_studio_does_not_use_the_second_gpu/ | false | false | self | 1 | null |
Hard to keep up, what is the best current LLM | 0 | I know its an open-ended question of what is best because i think it all depends on the usuage..
anyone have a chart/list of the current top llm? | 2025-11-14T09:15:49 | https://www.reddit.com/r/LocalLLaMA/comments/1owrsba/hard_to_keep_up_what_is_the_best_current_llm/ | RadiantCandy1600 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owrsba | false | null | t3_1owrsba | /r/LocalLLaMA/comments/1owrsba/hard_to_keep_up_what_is_the_best_current_llm/ | false | false | self | 0 | null |
Recommendation for a GPU Server for LLM | 0 | I missed the right Time for a Gigabyte G292-Z20 Server as well as the AMD Radeon Mi50 32GB Deals :/. I was able to still get 15 x AMD Radeon Mi50 16GB though for a decent Price (65 EUR).
Now I need a Server where to run those. I was looking around and it's either super Expensive motherboards alone (around 500 EUR f... | 2025-11-14T08:33:30 | https://www.reddit.com/r/LocalLLaMA/comments/1owr52b/recommendation_for_a_gpu_server_for_llm/ | luckylinux777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owr52b | false | null | t3_1owr52b | /r/LocalLLaMA/comments/1owr52b/recommendation_for_a_gpu_server_for_llm/ | false | false | self | 0 | null |
OpenRouter's Groq proivder is bullshit | 0 | When function calling, Grop validates whether the AI generated `arguments` is keeping the expected type, and throws HTTP exception when invalid. Also, if AI model failed to run function calling even when `tool_choice := required`, Groq throws HTTP exception too.
No AI providers have validated these things like that.
... | 2025-11-14T08:11:58 | https://www.reddit.com/r/LocalLLaMA/comments/1owqtgx/openrouters_groq_proivder_is_bullshit/ | jhnam88 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owqtgx | false | null | t3_1owqtgx | /r/LocalLLaMA/comments/1owqtgx/openrouters_groq_proivder_is_bullshit/ | false | false | self | 0 | null |
Built a privacy-first dashboard to track AI conversations locally - single HTML file, no backend [Open Source] | 0 | \`\`\`markdown
\*\*TL;DR:\*\* Built a local-only dashboard to organize AI conversations across platforms. Single HTML file, runs entirely in browser, no backend, no tracking. MIT licensed.
\*\*GitHub:\*\* [https://github.com/sinisapetrovic/chat-dashboard](https://github.com/sinisapetrovic/chat-dashboard)
\*\*Dow... | 2025-11-14T08:08:23 | https://www.reddit.com/r/LocalLLaMA/comments/1owqrg2/built_a_privacyfirst_dashboard_to_track_ai/ | JustAd2985 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owqrg2 | false | null | t3_1owqrg2 | /r/LocalLLaMA/comments/1owqrg2/built_a_privacyfirst_dashboard_to_track_ai/ | false | false | self | 0 | null |
Built a simple tool for long-form text-to-speech + multivoice narration (Kokoro Story) | 12 | I’ve been experimenting a lot with the Kokoro TTS model lately and ended up building a small project to make it easier for people to generate long text-to-speech audio and multi-voice narratives without having to piece everything together manually.
If you’ve ever wanted to feed in long passages, stories, or scripts an... | 2025-11-14T08:04:25 | https://www.reddit.com/r/LocalLLaMA/comments/1owqp8b/built_a_simple_tool_for_longform_texttospeech/ | Xerophayze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owqp8b | false | null | t3_1owqp8b | /r/LocalLLaMA/comments/1owqp8b/built_a_simple_tool_for_longform_texttospeech/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'Vffa9sY9Vb1q-nf8re4LrM8iARNaU2e30SM1FxCVdic', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Vffa9sY9Vb1q-nf8re4LrM8iARNaU2e30SM1FxCVdic.png?width=108&crop=smart&auto=webp&s=1c80fa5af5147a90ec48efbd625715511d1709f1', 'width': 108}, {'height': 108, 'url': 'h... |
[AutoBE] Qwen3-80B suddenly wrote doomsday AI mythology while generating a TODO app | 0 | **Doomsday poetry written by Qwen3-80B:** https://github.com/wrtnlabs/autobe-examples/blob/1ace430099d6a035c0daa00c58bb977be240c827/qwen/qwen3-next-80b-a3b-instruct/todo/src/api/structures/ITodoAppTodo.ts
---
[AutoBE](https://github.com/wrtnlabs/autobe) is an open-source AI agent that generates backend applications, ... | 2025-11-14T07:27:57 | https://www.reddit.com/gallery/1owq4gp | jhnam88 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1owq4gp | false | null | t3_1owq4gp | /r/LocalLLaMA/comments/1owq4gp/autobe_qwen380b_suddenly_wrote_doomsday_ai/ | false | false | 0 | null | |
Anyone trying out Motif 2 13B? | 22 | I just saw that a S Korean group released this model: [Motif 2 12.7 B](https://huggingface.co/collections/Motif-Technologies/motif-2-127b).
The benchmarks appear impressive for the size (whatever they are worth).
Has anyone tried this model yet? | 2025-11-14T07:15:12 | https://www.reddit.com/r/LocalLLaMA/comments/1owpxdd/anyone_trying_out_motif_2_13b/ | RobotRobotWhatDoUSee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owpxdd | false | null | t3_1owpxdd | /r/LocalLLaMA/comments/1owpxdd/anyone_trying_out_motif_2_13b/ | false | false | self | 22 | {'enabled': False, 'images': [{'id': 'E5ASGVTOOk7PkfaB-sR38ftPN_yn70Bu28mNRfgDq38', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/E5ASGVTOOk7PkfaB-sR38ftPN_yn70Bu28mNRfgDq38.png?width=108&crop=smart&auto=webp&s=b45184db2fb7165b43fc6bf67ca7f7167a97622a', 'width': 108}, {'height': 116, 'url': 'h... |
What's one task where a local OSS model (like Llama 3) has completely replaced an OpenAI API call for you? | 4 | Beyond benchmarks, I'm interested in practical wins. For me, it's been document summarization - running a 13B model locally on my own data was a game-changer. What's your specific use case where a local model has become your permanent, reliable solution? | 2025-11-14T07:10:45 | https://www.reddit.com/r/LocalLLaMA/comments/1owpuxe/whats_one_task_where_a_local_oss_model_like_llama/ | AnnotationAlly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owpuxe | false | null | t3_1owpuxe | /r/LocalLLaMA/comments/1owpuxe/whats_one_task_where_a_local_oss_model_like_llama/ | false | false | self | 4 | null |
70% Price drop from Nous Research for Llama-3.1-405B | 13 | [Nous Research announcement on price drop](https://preview.redd.it/0k7446lzz51g1.png?width=857&format=png&auto=webp&s=1de3c501d82998814dc6a1de89f4032bb57c40d6)
[Llama-3.1 405B providers on Openrouter](https://preview.redd.it/mghu34ph061g1.png?width=1292&format=png&auto=webp&s=5eacc5bf51c0c22e8ae5a3dfde9eb9d0e909960c)
... | 2025-11-14T06:17:51 | https://www.reddit.com/r/LocalLLaMA/comments/1owoz5x/70_price_drop_from_nous_research_for_llama31405b/ | Local_Youth_882 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owoz5x | false | null | t3_1owoz5x | /r/LocalLLaMA/comments/1owoz5x/70_price_drop_from_nous_research_for_llama31405b/ | false | false | 13 | null | |
ARIA | 1 | [removed] | 2025-11-14T06:14:53 | https://www.reddit.com/r/LocalLLaMA/comments/1owoxcy/aria/ | ARIA_DontMindMe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owoxcy | false | null | t3_1owoxcy | /r/LocalLLaMA/comments/1owoxcy/aria/ | false | false | self | 1 | null |
ARIA | 1 | [removed] | 2025-11-14T06:13:58 | https://www.reddit.com/r/LocalLLaMA/comments/1owowrv/aria/ | ARIA_DontMindMe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owowrv | false | null | t3_1owowrv | /r/LocalLLaMA/comments/1owowrv/aria/ | false | false | self | 1 | null |
The Historical Position of Large Language Models — and What Comes After Them
Author: CNIA Team | 0 | Introduction
The rapid rise of large language models (LLMs) has created an impression that humanity is already standing at the edge of AGI. Yet when the fog lifts, a clearer picture emerges: LLMs represent only the first, communicative stage of machine intelligence — powerful, visible, but not yet structurally self-gr... | 2025-11-14T05:56:35 | https://www.reddit.com/r/LocalLLaMA/comments/1owom30/the_historical_position_of_large_language_models/ | Hefty_Document_9466 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owom30 | false | null | t3_1owom30 | /r/LocalLLaMA/comments/1owom30/the_historical_position_of_large_language_models/ | false | false | self | 0 | null |
Free cloud services for LLM? | 0 | My paranoi is not letting me run LLM locally (so is my PC spec)
Any tips ? | 2025-11-14T05:47:23 | https://www.reddit.com/r/LocalLLaMA/comments/1owog8u/free_cloud_services_for_llm/ | ProNoostr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owog8u | false | null | t3_1owog8u | /r/LocalLLaMA/comments/1owog8u/free_cloud_services_for_llm/ | false | false | self | 0 | null |
Is it normal to hear weird noises when running an LLM on 4× Pro 6000 Max-Q cards? | 577 | It doesn’t sound like normal coil whine.
In a Docker environment, when I run gpt-oss-120b across 4 GPUs, I hear a strange noise.
The sound is also different depending on the model.
Is this normal?? | 2025-11-14T05:41:14 | https://v.redd.it/9eez1soyt51g1 | PlusProfession9245 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1owocd2 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/9eez1soyt51g1/DASHPlaylist.mpd?a=1765690887%2CYTgwYWI5ODU4NjJhYzU5YzYxNTNlYTllZWM0NWE0MDRmMWFhN2NkMmE1MGU3NDEyZjlmMTIzNzQ3ZmM4Y2E0NA%3D%3D&v=1&f=sd', 'duration': 13, 'fallback_url': 'https://v.redd.it/9eez1soyt51g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1owocd2 | /r/LocalLLaMA/comments/1owocd2/is_it_normal_to_hear_weird_noises_when_running_an/ | false | false | 577 | {'enabled': False, 'images': [{'id': 'MnFzdzJ0b3l0NTFnMbphl7ifhldDVQJssqSE3uLNJKqrQJ4o9dG0SGtQf767', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/MnFzdzJ0b3l0NTFnMbphl7ifhldDVQJssqSE3uLNJKqrQJ4o9dG0SGtQf767.png?width=108&crop=smart&format=pjpg&auto=webp&s=214dda27c18fc5b26c6766f14776192f12cf... | |
What's your favorite UI/frontend for running local LLMs? | 1 | [removed] | 2025-11-14T05:16:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ownvzq/whats_your_favorite_uifrontend_for_running_local/ | Crafty_Employer_5609 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ownvzq | false | null | t3_1ownvzq | /r/LocalLLaMA/comments/1ownvzq/whats_your_favorite_uifrontend_for_running_local/ | false | false | self | 1 | null |
MCP is great in theory, but it’s not always a blanket yes | 36 | I’ve been building agentic workflows in production lately and spent some time exploring MCP. It’s clean, standardized, and clearly the direction things are headed.
But I think when you're trying to move fast, it’s a bit heavy.
\- another server to run and maintain
\- extra network hops
\- schema wrapping + versioni... | 2025-11-14T04:56:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ownirj/mcp_is_great_in_theory_but_its_not_always_a/ | Miserable_Agent_9006 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ownirj | false | null | t3_1ownirj | /r/LocalLLaMA/comments/1ownirj/mcp_is_great_in_theory_but_its_not_always_a/ | false | false | self | 36 | null |
I brought CUDA back to macOS. Not because it was useful — because nobody else could. | 186 | I spent the last couple of days resurrecting something everyone wrote off as “dead tech.”
**CUDA on macOS High Sierra.**
**2025.**
**Full PyTorch acceleration.**
**Real NVIDIA silicon doing real work.**
Hackintosh.
GTX 1060.
CUDA 10.2.
cuDNN 7.6.5.
PyTorch 1.7.0 built from source.
All of it running ex... | 2025-11-14T04:20:16 | https://www.reddit.com/r/LocalLLaMA/comments/1owmtkt/i_brought_cuda_back_to_macos_not_because_it_was/ | Adept_Tip8375 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owmtkt | false | null | t3_1owmtkt | /r/LocalLLaMA/comments/1owmtkt/i_brought_cuda_back_to_macos_not_because_it_was/ | false | false | 186 | {'enabled': False, 'images': [{'id': 'YHp6xAwqBe8oZ_OrMdwTyJjRYCv9-wbk4V-lSqlUI3I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/YHp6xAwqBe8oZ_OrMdwTyJjRYCv9-wbk4V-lSqlUI3I.png?width=108&crop=smart&auto=webp&s=69bb6ed06d9866385c9ca2acf7b66ab175f45466', 'width': 108}, {'height': 108, 'url': 'h... | |
Was attacked for posting my own gen-image in a dumb post. I'm a fraud and heating the earth. Should I just not saying anything? How should I deal with these people? | 0 | eesh, lol. I'm really asking. I don't know how to deal with people sometimes other than defending myself. They attacked me for saying I "made" it when I was talking about writing the prompt for it and I didn't draw it myself, then I was heating the earth. I wrote that then they made a comment I won't say that I got a n... | 2025-11-14T04:14:21 | mr_happy_nice | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1owmpbh | false | null | t3_1owmpbh | /r/LocalLLaMA/comments/1owmpbh/was_attacked_for_posting_my_own_genimage_in_a/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'kpgnlrqw751g1', 'resolutions': [{'height': 88, 'url': 'https://preview.redd.it/kpgnlrqw751g1.jpeg?width=108&crop=smart&auto=webp&s=c83e83cb8b78e97c951d7a4b0029d3ea11da12a3', 'width': 108}, {'height': 177, 'url': 'https://preview.redd.it/kpgnlrqw751g1.jpeg?width=216&crop=smart&auto=w... | |
[R] True 4-bit VGG-style training reaches 92.23% CIFAR-10 accuracy on CPU only | 1 | *Note: I used ChatGPT only to format this post. All research, code, quantization layers, and results are 100% my own work.*
I've been experimenting with true 4-bit quantization-aware training (not PTQ) and wanted to share a reproducible result achieved using only Google Colab's free CPU tier.
**Setup**
* Model: VGG-... | 2025-11-14T03:51:00 | https://www.reddit.com/r/LocalLLaMA/comments/1owm853/r_true_4bit_vggstyle_training_reaches_9223/ | Maleficent-Emu-4549 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owm853 | false | null | t3_1owm853 | /r/LocalLLaMA/comments/1owm853/r_true_4bit_vggstyle_training_reaches_9223/ | false | false | self | 1 | null |
Paper on how LLMs really think and how to leverage it for better results | 13 | Just read a new paper showing that LLMs technically have two “modes” under the hood:
\- Broad, stable pathways → used for reasoning, logic, structure
\- Narrow, brittle pathways → where verbatim memorization and fragile skills (like mathematics) live
Those brittle pathways are exactly where hallucinations, bad math,... | 2025-11-14T03:33:11 | https://www.reddit.com/r/LocalLLaMA/comments/1owlv9z/paper_on_how_llms_really_think_and_how_to/ | purealgo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owlv9z | false | null | t3_1owlv9z | /r/LocalLLaMA/comments/1owlv9z/paper_on_how_llms_really_think_and_how_to/ | false | false | self | 13 | null |
Good open weight model for tool use | 5 | Which model among open weight ones are the best at tool use/agentic use cases? Why do you think so? | 2025-11-14T03:16:43 | https://www.reddit.com/r/LocalLLaMA/comments/1owljcm/good_open_weight_model_for_tool_use/ | ArtisticHamster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owljcm | false | null | t3_1owljcm | /r/LocalLLaMA/comments/1owljcm/good_open_weight_model_for_tool_use/ | false | false | self | 5 | null |
DeepSeek OCR Module not working for OCR Based Workflow | 3 | I need OCR based RAG system using FASTAPI and Llama-CPP. I have installed NexaAI SDK as well but I am unable to run DeepSeek OCR from neither Nexa CLI nor Backend. I read the documentation, but still I am struggling
The NexaAI CLI is stating the model isn't loading even though the model is there in my local system. I ... | 2025-11-14T03:06:32 | https://www.reddit.com/r/LocalLLaMA/comments/1owlbvw/deepseek_ocr_module_not_working_for_ocr_based/ | bull_bear25 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owlbvw | false | null | t3_1owlbvw | /r/LocalLLaMA/comments/1owlbvw/deepseek_ocr_module_not_working_for_ocr_based/ | false | false | self | 3 | null |
llm performance test with rtx2060s | 1 | [removed] | 2025-11-14T02:41:28 | https://www.reddit.com/gallery/1owkszw | PKCAI | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1owkszw | false | null | t3_1owkszw | /r/LocalLLaMA/comments/1owkszw/llm_performance_test_with_rtx2060s/ | false | false | 1 | null | |
What are some good LLM benchmark for long planning/structure consistency? | 2 | Hi! I'm looking for Local LLM that can carefully follow coding procedures like:
[https://github.com/obra/superpowers/blob/main/skills/brainstorming/SKILL.md](https://github.com/obra/superpowers/blob/main/skills/brainstorming/SKILL.md)
I want models that can remember this process even after multiple prompts of back an... | 2025-11-14T02:38:54 | https://www.reddit.com/r/LocalLLaMA/comments/1owkr0y/what_are_some_good_llm_benchmark_for_long/ | nadiemeparaestavez | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owkr0y | false | null | t3_1owkr0y | /r/LocalLLaMA/comments/1owkr0y/what_are_some_good_llm_benchmark_for_long/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'Dp64tb629NhqI9oWbqH2itccDCyITwG0kCPo3WhnhAc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Dp64tb629NhqI9oWbqH2itccDCyITwG0kCPo3WhnhAc.png?width=108&crop=smart&auto=webp&s=3c3dc72c86833b08cafc0fb0d8314559636ebcad', 'width': 108}, {'height': 108, 'url': 'h... |
RAG Paper 25.11.13 | 2 | 1. [Convomem Benchmark: Why Your First 150 Conversations Don't Need RAG](https://arxiv.org/abs/2511.10523)
2. [TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs](https://arxiv.org/abs/2511.10375)
3. [Local Hybrid Retrieval-Augmented Document QA](https://arxiv.org/a... | 2025-11-14T02:25:46 | https://www.reddit.com/r/LocalLLaMA/comments/1owkh1y/rag_paper_251113/ | Cheryl_Apple | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owkh1y | false | null | t3_1owkh1y | /r/LocalLLaMA/comments/1owkh1y/rag_paper_251113/ | false | false | self | 2 | null |
qwen3-next-80b vs Cline trimming tokens | 3 | I'm using the 4-bit quant of qwen/qwen3-next-80b in Cline in Visual Studio Code. It's no Claude Code, but it's not terrible either and good enough for a hobby project.
One annoying aspect, though, is that Cline likes to cache tokens and then trim some of them. qwen/qwen3-next-80b can't handle this and drops the entire... | 2025-11-14T02:21:01 | https://www.reddit.com/r/LocalLLaMA/comments/1owkdfx/qwen3next80b_vs_cline_trimming_tokens/ | integerpoet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owkdfx | false | null | t3_1owkdfx | /r/LocalLLaMA/comments/1owkdfx/qwen3next80b_vs_cline_trimming_tokens/ | false | false | self | 3 | null |
MCP Server Deployment — Developer Pain Points & Platform Validation Survey | 1 | Hey folks — I’m digging into the real-world pain points devs hit when deploying or scaling MCP servers.
If you’ve ever built, deployed, or even tinkered with an MCP tool, I’d love your input. It’s a super quick 2–3 min survey, and the answers will directly influence tools and improvements aimed at making MCP developme... | 2025-11-14T02:20:41 | https://www.reddit.com/r/LocalLLaMA/comments/1owkd6h/mcp_server_deployment_developer_pain_points/ | InnovationLeader | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owkd6h | false | null | t3_1owkd6h | /r/LocalLLaMA/comments/1owkd6h/mcp_server_deployment_developer_pain_points/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '7KCtYAyH8XaKUkic3uPnf4gzv3YOHxA44ZaEf4l5j9M', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/7KCtYAyH8XaKUkic3uPnf4gzv3YOHxA44ZaEf4l5j9M.png?width=108&crop=smart&auto=webp&s=7563c1c8d7f22e867c44e650891df71b673a5960', 'width': 108}, {'height': 113, 'url': 'h... |
Free AI videos generator | 0 | Discovered this AI videos platform and had to share. You get FREE video generations when you sign up.
Been playing around with it, you can generate high-quality videos from text or scripts in seconds, using multiple styles and voice all through one simple platform.
If you want to try generating videos or AI video sto... | 2025-11-14T02:01:56 | https://www.reddit.com/r/LocalLLaMA/comments/1owjylq/free_ai_videos_generator/ | BombDunk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owjylq | false | null | t3_1owjylq | /r/LocalLLaMA/comments/1owjylq/free_ai_videos_generator/ | false | false | self | 0 | null |
MiniMax x Cline: Interview of the SOTA LLM of M2's engineers | 0 | Here is the Cline x MiniMax's streaming link on X!!! Come to see how to apply M2 optimally [https://x.com/i/broadcasts/1dRKZaAWXrVxB?s=20](https://x.com/i/broadcasts/1dRKZaAWXrVxB?s=20)
| 2025-11-14T01:50:13 | Southern_Clothes209 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1owjp9d | false | null | t3_1owjp9d | /r/LocalLLaMA/comments/1owjp9d/minimax_x_cline_interview_of_the_sota_llm_of_m2s/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'gulc125wo41g1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/gulc125wo41g1.png?width=108&crop=smart&auto=webp&s=272dcdc9b5eec9585311b704c665617c9598af4d', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/gulc125wo41g1.png?width=216&crop=smart&auto=web... | |
Minisforum S1-Max AI MAX+ 395 - Where do start? | 3 | I have an RTX 4090 on my desktop but this is my first foray into an AMD GPU. Want to run local models. I understand I am dealing with somewhat of evovling area with Vulkan/RoCm, etc.
Assuming I will be on Linux (Ubuntu or CachyOS), where do I start? Which drivers do I install? LMStudio, Ollama, Llama.cpp or somethi... | 2025-11-14T01:41:33 | https://www.reddit.com/r/LocalLLaMA/comments/1owjidz/minisforum_s1max_ai_max_395_where_do_start/ | comfortablynumb01 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owjidz | false | null | t3_1owjidz | /r/LocalLLaMA/comments/1owjidz/minisforum_s1max_ai_max_395_where_do_start/ | false | false | self | 3 | null |
memory | 1 | i recently switched from ChatGPT to lacal LM studio, but found the chats arent remembered after closing the window. my question is, is there a way to let the ai have a memory? as it becomes annoying when i making something with the ai and i need to relearn what working on after i need to close it. | 2025-11-14T01:34:17 | https://www.reddit.com/r/LocalLLaMA/comments/1owjcvz/memory/ | DarkWolfNL611 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owjcvz | false | null | t3_1owjcvz | /r/LocalLLaMA/comments/1owjcvz/memory/ | false | false | self | 1 | null |
SML model on edge device approach | 0 | hey everyone,
This might be a dumb question, but I’m honestly stuck and hoping to get some insight from people who’ve done similar edge deployment work.
I’ve been working on a small language model where I’m trying to fine-tune Gemma 3 4B (for offline/edge inference) on a few set of policy documents.
I have around... | 2025-11-14T01:31:57 | https://www.reddit.com/r/LocalLLaMA/comments/1owjb4v/sml_model_on_edge_device_approach/ | Real_Ad929 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owjb4v | false | null | t3_1owjb4v | /r/LocalLLaMA/comments/1owjb4v/sml_model_on_edge_device_approach/ | false | false | self | 0 | null |
Looking for collaborators | 1 | TLDR: I've made a new optimizer and willing to share if anyone is interested in publishing.
Long story: I was working on new ML architectures with the goal to improve generalization. The architecture turned out to be quite good, thanks for asking, but proved to be a nightmare to train (for reasons yet to be resolved).... | 2025-11-14T01:25:02 | https://www.reddit.com/r/LocalLLaMA/comments/1owj5p2/looking_for_collaborators/ | govorunov | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owj5p2 | false | null | t3_1owj5p2 | /r/LocalLLaMA/comments/1owj5p2/looking_for_collaborators/ | false | false | self | 1 | null |
My first AI project: Running paperless AI locally with Ollama | 0 | This is my first AI project. I would be glad if someone more experienced can look through this before I pull the trigger to invest into this setup. Thank you very much.
I would like to run Paperless NGX together with Paperless AI ([github.com/clusterzx/paperless-ai](http://github.com/clusterzx/paperless-ai)) locally ... | 2025-11-14T01:15:20 | https://www.reddit.com/r/LocalLLaMA/comments/1owiybb/my_first_ai_project_running_paperless_ai_locally/ | Prudent_Impact7692 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owiybb | false | null | t3_1owiybb | /r/LocalLLaMA/comments/1owiybb/my_first_ai_project_running_paperless_ai_locally/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'jIl-svPH21XS5LN4_nel4jrH5T9Cf8xuHOJH7gtxA5I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/jIl-svPH21XS5LN4_nel4jrH5T9Cf8xuHOJH7gtxA5I.jpeg?width=108&crop=smart&auto=webp&s=d86ad75c06f24797b812dac9a4de892420550484', 'width': 108}, {'height': 108, 'url': '... |
Google says that you will be able to download apks | 6 | It's good news since some apps to run models are outdated or simply not in the Play Store.
https://android-developers.googleblog.com/2025/11/android-developer-verification-early.html?m=1 | 2025-11-14T00:16:05 | https://www.reddit.com/r/LocalLLaMA/comments/1owhmy7/google_says_that_you_will_be_able_to_download_apks/ | Illustrious-Swim9663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owhmy7 | false | null | t3_1owhmy7 | /r/LocalLLaMA/comments/1owhmy7/google_says_that_you_will_be_able_to_download_apks/ | false | false | self | 6 | null |
ASR on Vulkan on Windows? | 4 | Are there any combinations of models and inference software for automated speech recognition that run on Vulkan on Windows? Asking for an AMD APU that has no pytorch support. | 2025-11-14T00:07:36 | https://www.reddit.com/r/LocalLLaMA/comments/1owhg2k/asr_on_vulkan_on_windows/ | ivoras | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owhg2k | false | null | t3_1owhg2k | /r/LocalLLaMA/comments/1owhg2k/asr_on_vulkan_on_windows/ | false | false | self | 4 | null |
Are there any benchmarks for best quantized model within a certain VRAM footprint? | 5 | I'm interested in knowing, for example, what's the best model that can be ran in 24 GB of VRAM, would it be gpt-oss-20b at full MXFP4? Qwen3-30B-A3B at Q4/Q5? ERNIE at Q6? What about within say, 80 GB of VRAM? Would it be GLM-4.5-Air at Q4, gpt-oss-120b, Qwen3-235B-A22B at IQ1, or MiniMax M2 at IQ1?
I know that, gener... | 2025-11-14T00:01:04 | https://www.reddit.com/r/LocalLLaMA/comments/1owhajs/are_there_any_benchmarks_for_best_quantized_model/ | Daniel_H212 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owhajs | false | null | t3_1owhajs | /r/LocalLLaMA/comments/1owhajs/are_there_any_benchmarks_for_best_quantized_model/ | false | false | self | 5 | null |
how cool kids generate images these days? | 22 | howdy folks,
I wanted to ask y’all if you know any cool image-gen models I could use for a side project I’ve got going on. I’ve been looking around on hf, but I’m looking for something super fast to plug to my project quickly.
context: im trying to set up a generation service to generate creative images.
Any reco... | 2025-11-13T23:21:20 | https://www.reddit.com/r/LocalLLaMA/comments/1owgd6a/how_cool_kids_generate_images_these_days/ | Embarrassed-Tooth363 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owgd6a | false | null | t3_1owgd6a | /r/LocalLLaMA/comments/1owgd6a/how_cool_kids_generate_images_these_days/ | false | false | self | 22 | null |
"Of course. This is an excellent question" - DeepSeek's flavor of sycophancy | 0 | I've lately been getting a near 100% rate of "Of course. This is an excellent question,..." from Deepseek V3.1.
Not sure if its just me? | 2025-11-13T23:03:14 | https://www.reddit.com/r/LocalLLaMA/comments/1owfy1c/of_course_this_is_an_excellent_question_deepseeks/ | rm-rf-rm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owfy1c | false | null | t3_1owfy1c | /r/LocalLLaMA/comments/1owfy1c/of_course_this_is_an_excellent_question_deepseeks/ | false | false | self | 0 | null |
Leaving Gemma3 in charge of my washing machine | 22 | TLDR: I left gemma3 **watching my washing machine dial** so that i can add fabric softener when it hits "rinse". At first, GPT-5 and gemini-2.5-pro failed at one-shotting it, but with **smart context management** even gemma3:27b was able to do it.
Hey guys!
I was testing out the limits of leaving local LLMs watching... | 2025-11-13T22:05:18 | https://www.youtube.com/shorts/MY-wB9fvznA | Roy3838 | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1oweiwg | false | {'oembed': {'author_name': 'Observer AI', 'author_url': 'https://www.youtube.com/@Observer-AI', 'height': 200, 'html': '<iframe width="113" height="200" src="https://www.youtube.com/embed/MY-wB9fvznA?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscop... | t3_1oweiwg | /r/LocalLLaMA/comments/1oweiwg/leaving_gemma3_in_charge_of_my_washing_machine/ | false | false | default | 22 | {'enabled': False, 'images': [{'id': 'T3JBsnK1OIVuaPn3EeSug2tSSI8NFwyTsJ-CsYNclLY', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/T3JBsnK1OIVuaPn3EeSug2tSSI8NFwyTsJ-CsYNclLY.jpeg?width=108&crop=smart&auto=webp&s=c54abfda074d1e7e18f20368331b092ccb9e385a', 'width': 108}, {'height': 162, 'url': '... |
Q: Nvidia GPUs won't go back to idle after use | 1 | After running ollama (or other inference software) my GPUs won't ever fully switch back to idle even if I stop & kill all apps using my GPUs.
After a reboot, my GPUs draw approximately 11-15 watts of power (first photo).
If I run some inference and then unload the model, only one out of 4 cards returns back to intial... | 2025-11-13T22:01:54 | https://www.reddit.com/r/LocalLLaMA/comments/1owefw0/q_nvidia_gpus_wont_go_back_to_idle_after_use/ | pkese | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owefw0 | false | null | t3_1owefw0 | /r/LocalLLaMA/comments/1owefw0/q_nvidia_gpus_wont_go_back_to_idle_after_use/ | false | false | 1 | null | |
Leaving gemma3 watching my washing machine | 1 | Hey guys this is a quick video I made letting gemma3:4b watch my washing machine dial so that i can add fabric softener when it hits rinse.
I'll make some more videos of me using local models to do weird stuff on that channel :P | 2025-11-13T21:42:50 | https://www.youtube.com/shorts/MY-wB9fvznA | Roy3838 | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1owdy59 | false | {'oembed': {'author_name': 'Observer AI', 'author_url': 'https://www.youtube.com/@Observer-AI', 'height': 200, 'html': '<iframe width="113" height="200" src="https://www.youtube.com/embed/MY-wB9fvznA?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscop... | t3_1owdy59 | /r/LocalLLaMA/comments/1owdy59/leaving_gemma3_watching_my_washing_machine/ | false | false | default | 1 | null |
Is there any leaderboard for AI antisemitism index? Seeing how good AIs rank based on their ability to combat antisemitism and other conspiracy theories? | 0 | We have general math and science leaderboards for AIs, but we need an ethics leaderboard which shows how well AIs do to combat antisemitism, hate and other evil conspiracies.
Is there one already? | 2025-11-13T21:39:18 | https://techbronerd.substack.com/p/google-gemini-says-holocaust-is-fake | ImaginaryRea1ity | techbronerd.substack.com | 1970-01-01T00:00:00 | 0 | {} | 1owdusc | false | null | t3_1owdusc | /r/LocalLLaMA/comments/1owdusc/is_there_any_leaderboard_for_ai_antisemitism/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'u6bUmLH-BepxRgmEz6BR0nYDAXB4cW_wlR7NcGnRWJE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/u6bUmLH-BepxRgmEz6BR0nYDAXB4cW_wlR7NcGnRWJE.jpeg?width=108&crop=smart&auto=webp&s=c3ffe3fbc3e965f5a414545b0e13e8da9051ae07', 'width': 108}, {'height': 108, 'url': '... |
Local-First LLM That Safely Runs Real System Tasks — Looking for Engineering Feedback | 0 | I’m building a **local-first LLM assistant** that can safely run real system tasks on Linux/macOS/Windows through a tiny permission-gated Next.js server running on the user’s machine.
The model only emits JSON tool calls — the local server handles what’s allowed, executes the commands, normalizes OS differences, and ... | 2025-11-13T21:33:22 | https://www.reddit.com/gallery/1owdpal | operastudio | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1owdpal | false | null | t3_1owdpal | /r/LocalLLaMA/comments/1owdpal/localfirst_llm_that_safely_runs_real_system_tasks/ | false | false | 0 | null | |
5090 drops to retail price | 1 | [removed] | 2025-11-13T21:33:08 | https://www.reddit.com/r/LocalLLaMA/comments/1owdp1q/5090_drops_to_retail_price/ | Terminator857 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owdp1q | false | null | t3_1owdp1q | /r/LocalLLaMA/comments/1owdp1q/5090_drops_to_retail_price/ | false | false | self | 1 | null |
Local-First LLM That Safely Runs Real System Tasks — Looking for Engineering Feedback | 1 | I’m building a **local-first LLM assistant** that can safely run real system tasks on Linux/macOS/Windows through a tiny permission-gated Next.js server running on the user’s machine.
The model only emits JSON tool calls — the local server handles what’s allowed, executes the commands, normalizes OS differences, and ... | 2025-11-13T21:32:28 | https://www.reddit.com/gallery/1owdog3 | operastudio | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1owdog3 | false | null | t3_1owdog3 | /r/LocalLLaMA/comments/1owdog3/localfirst_llm_that_safely_runs_real_system_tasks/ | false | false | 1 | null | |
New Parameter Browser added to Llamacpp Model Launcher! experimental model parameter tuning(window/cuda only) | 0 | Hey everyone,
Awhile back i vibe coded **Llama.cpp Model Launcher** since I got tired of messing with the command line. I've added a couple of QOL features and thought I'd share the update!
# What's New:
* **Parameter Browser:** A searchable list of all llama.cpp parameters. You can click "Add" to send them straight... | 2025-11-13T21:15:16 | https://www.reddit.com/gallery/1owd8bw | CabinetNational3461 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1owd8bw | false | null | t3_1owd8bw | /r/LocalLLaMA/comments/1owd8bw/new_parameter_browser_added_to_llamacpp_model/ | false | false | 0 | null | |
Is it safe to run open source LLMs ? | 0 | Being an extremely paranoid person, I really research a lot before running downloading any file on my PC. Open-soucre model are generally safe bit anything extra should be done ? | 2025-11-13T21:15:05 | https://www.reddit.com/r/LocalLLaMA/comments/1owd84q/is_it_safe_to_run_open_source_llms/ | ProNoostr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owd84q | false | null | t3_1owd84q | /r/LocalLLaMA/comments/1owd84q/is_it_safe_to_run_open_source_llms/ | false | false | self | 0 | null |
Non - Quantized vs Quantized models to run on my RTX 5060 ? | 1 | Hello fellas, I'm new to locally hosting models. I have a RTX 5060 8gb and I had a project that involves using a local llm specifically function calling. Now I am aware that Qwen 3 series is really good in function calling and I'm planning to use that as well. Now, I'm confused if I can use Qwen 3-8b non - quantized ve... | 2025-11-13T21:09:44 | https://www.reddit.com/r/LocalLLaMA/comments/1owd356/non_quantized_vs_quantized_models_to_run_on_my/ | sadism_popsicle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owd356 | false | null | t3_1owd356 | /r/LocalLLaMA/comments/1owd356/non_quantized_vs_quantized_models_to_run_on_my/ | false | false | self | 1 | null |
Looking for a multi-turn / multi-step LLM agent SDK that actually works | 1 | Hi All,
I’m looking for an LLM agent SDK or framework that works reliably across different models and stays lightweight/close to model.
**Ideally something that**
* Works with most or all major models
* **Supports autonomous multi-turn and multi-step agents that can call multiple tools across systems and run until t... | 2025-11-13T21:02:32 | https://www.reddit.com/r/LocalLLaMA/comments/1owcwew/looking_for_a_multiturn_multistep_llm_agent_sdk/ | Fun_Yam_6721 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owcwew | false | null | t3_1owcwew | /r/LocalLLaMA/comments/1owcwew/looking_for_a_multiturn_multistep_llm_agent_sdk/ | false | false | self | 1 | null |
Suggestion for PC to run kimi k2 | 4 | I have searched extensively as per my limited knowledge and understanding and here's what I got.
If data gets offended to SSD the speed will reduce drastically (impractical), even if it is just 1 GB, hence it's better to load it completely in Ram.
Anything less than 4 bit quant is not worth risking if accuracy is pri... | 2025-11-13T20:56:36 | https://www.reddit.com/r/LocalLLaMA/comments/1owcqq4/suggestion_for_pc_to_run_kimi_k2/ | KiranjotSingh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owcqq4 | false | null | t3_1owcqq4 | /r/LocalLLaMA/comments/1owcqq4/suggestion_for_pc_to_run_kimi_k2/ | false | false | self | 4 | null |
I built an interactive trivia bot while experimenting with Generative UI | 1 | I’ve been exploring some Generative UI ideas, mostly trying to see how flexible model-driven interfaces can get without hand-coding every little UI piece.
To test things, I wanted something simple but interactive enough to push branching logic and state changes. I ended up building a trivia bot.
The interesting part ... | 2025-11-13T20:48:14 | https://www.reddit.com/r/LocalLLaMA/comments/1owcj0m/i_built_an_interactive_trivia_bot_while/ | AviusAnima | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owcj0m | false | null | t3_1owcj0m | /r/LocalLLaMA/comments/1owcj0m/i_built_an_interactive_trivia_bot_while/ | false | false | self | 1 | null |
What's the Status of GGUF quantization of Qwen3-Next-80B-A3B-Instruct? | 14 | Does anyone have an update on Qwen3-Next-80B-A3B-Instruct-GGUF? Was the project to GGUF quantize it abandoned? That would be a shame as it's a good model. | 2025-11-13T20:13:14 | https://www.reddit.com/r/LocalLLaMA/comments/1owbmyf/whats_the_status_of_gguf_quantization_of/ | Iory1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owbmyf | false | null | t3_1owbmyf | /r/LocalLLaMA/comments/1owbmyf/whats_the_status_of_gguf_quantization_of/ | false | false | self | 14 | null |
Is Local LLM more efficient and accurate than Cloud LLM? What ram size would you recommend for projects and hobbyist. (Someone trying to get into a PHD and doing projects and just playing around but not with $3k+ budget. ) | 0 | I hate using Cloud LLM and hate subscriptions. I like being able to talk to the cloud LLM but their answers can often be wrong and require me to do an enormous amount of extra research. I also like to use it to set up study plans and find a list of popular and helpful videos on stuff I want to learn but with how inaccu... | 2025-11-13T20:10:59 | https://www.reddit.com/r/LocalLLaMA/comments/1owbkxt/is_local_llm_more_efficient_and_accurate_than/ | Electrical_Pop8264 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owbkxt | false | null | t3_1owbkxt | /r/LocalLLaMA/comments/1owbkxt/is_local_llm_more_efficient_and_accurate_than/ | false | false | self | 0 | null |
Help with text classification for 100k article dataset | 1 | I have a dataset of ~100k scraped news articles that need to be classified by industry category (e.g., robotics, automation, etc.).
Timeline: Need to complete by tomorrow
Hardware: RTX 4060 GPU, i7 CPU
Question: What LLM setup would work best for this task given my hardware and time constraints?
I'm open to suggestions... | 2025-11-13T19:40:51 | https://www.reddit.com/r/LocalLLaMA/comments/1owars5/help_with_text_classification_for_100k_article/ | Wonderful_Tank784 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owars5 | false | null | t3_1owars5 | /r/LocalLLaMA/comments/1owars5/help_with_text_classification_for_100k_article/ | false | false | self | 1 | null |
Local AI for paperless AI | 1 | Hello everyone,
I plan to run Paperless NGX together with Paperless AI locally (see GitHub at github.com/clusterzx/paperless-ai) and I want to use a local AI for this.
My current setup is Nvidia RTX Pro 4000 Blackwell SFF (24 GB VRAM) with 128 GB DDR5 RAM and 4x NVME M.2 8TB in RAID10. I plan to use LLaMA 13B with a ... | 2025-11-13T19:36:30 | https://www.reddit.com/r/LocalLLaMA/comments/1owanpx/local_ai_for_paperless_ai/ | Prudent_Impact7692 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1owanpx | false | null | t3_1owanpx | /r/LocalLLaMA/comments/1owanpx/local_ai_for_paperless_ai/ | false | false | self | 1 | null |
Updated SWE-rebench Results: Sonnet 4.5, GPT-5-Codex, MiniMax M2, Qwen3-Coder, GLM and More on Fresh October 2025 Tasks | 86 | We’ve updated the **SWE-rebench** leaderboard with our October runs on **51 fresh GitHub PR tasks** (last-month PR issues only).
We’ve also added a new set of **Insights** highlighting the key findings from these latest evaluations.
Looking forward to your thoughts and suggestions! | 2025-11-13T19:36:02 | https://swe-rebench.com/?insight=oct_2025 | CuriousPlatypus1881 | swe-rebench.com | 1970-01-01T00:00:00 | 0 | {} | 1owanay | false | null | t3_1owanay | /r/LocalLLaMA/comments/1owanay/updated_swerebench_results_sonnet_45_gpt5codex/ | false | false | default | 86 | {'enabled': False, 'images': [{'id': 't4cNt5D638DSOJgsxl8f-7IwJhLpxHIh7HxK5GHcBJE', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/t4cNt5D638DSOJgsxl8f-7IwJhLpxHIh7HxK5GHcBJE.png?width=108&crop=smart&auto=webp&s=071c7f404c4349eaae825142a9b8f9d5b51b30de', 'width': 108}, {'height': 113, 'url': 'h... |
Muon Underfits, AdamW Overfits | 66 | Recently, Muon has been getting some traction as a new and improved optimizer for LLMs and other AI models, a replacement for AdamW that accelerates convergence. What's really going on ?
Using the open-source weightwatcher tool, we can see how it compares to AdamW. Here, we see a typical layer (FC1) from a model (MLP3... | 2025-11-13T19:15:53 | calculatedcontent | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1owa4ag | false | null | t3_1owa4ag | /r/LocalLLaMA/comments/1owa4ag/muon_underfits_adamw_overfits/ | false | false | default | 66 | {'enabled': True, 'images': [{'id': '7294pt9aq21g1', 'resolutions': [{'height': 39, 'url': 'https://preview.redd.it/7294pt9aq21g1.png?width=108&crop=smart&auto=webp&s=2b24bba6b94585505fb4e366386af449bedf97cd', 'width': 108}, {'height': 78, 'url': 'https://preview.redd.it/7294pt9aq21g1.png?width=216&crop=smart&auto=webp... | |
Anthropic caught AI led espionage campaign by China? | 0 | which chinese group did this work?
[https://x.com/ChenHuiOG/status/1989047367631532152](https://x.com/ChenHuiOG/status/1989047367631532152) | 2025-11-13T19:12:30 | MarriedToLC | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1owa148 | false | null | t3_1owa148 | /r/LocalLLaMA/comments/1owa148/anthropic_caught_ai_led_espionage_campaign_by/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '4tmge3fqp21g1', 'resolutions': [{'height': 55, 'url': 'https://preview.redd.it/4tmge3fqp21g1.png?width=108&crop=smart&auto=webp&s=137eff7e3a2c5b5f88b09252055865a4223b3644', 'width': 108}, {'height': 111, 'url': 'https://preview.redd.it/4tmge3fqp21g1.png?width=216&crop=smart&auto=web... | |
new ops required by Qwen3 Next and Kimi Linear have been merged into llama.cpp | 154 | Qwen3 Next is still in progress [https://github.com/ggml-org/llama.cpp/pull/16095](https://github.com/ggml-org/llama.cpp/pull/16095)
but this merge was needed to unblock it
| 2025-11-13T19:00:34 | https://github.com/ggml-org/llama.cpp/pull/17063 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ow9pdh | false | null | t3_1ow9pdh | /r/LocalLLaMA/comments/1ow9pdh/new_ops_required_by_qwen3_next_and_kimi_linear/ | false | false | default | 154 | {'enabled': False, 'images': [{'id': '5ziszOa8NRon-ATgGFg5Bv3PXC9P_Gr-hIwXsD0snnU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/5ziszOa8NRon-ATgGFg5Bv3PXC9P_Gr-hIwXsD0snnU.png?width=108&crop=smart&auto=webp&s=ff9c7ba3a89e2c1b0e6f2c0ccf0b3ade2d349067', 'width': 108}, {'height': 108, 'url': 'h... |
Greetings to all. I need help collecting statistics using the llama3.1:8b 4bit AI model. | 0 | Hello everyone. I really need help testing the query with the llama3.1:8b 4bit model on MAC computers with M2, M3 and M4 processors. If these are Ultra versions, it will be fine. The essence of the question is that I need to get statistics (--verbose) on the output of the query "Напиши функцию на Python, которая приним... | 2025-11-13T18:59:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ow9o1n/greetings_to_all_i_need_help_collecting/ | AERO2099 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow9o1n | false | null | t3_1ow9o1n | /r/LocalLLaMA/comments/1ow9o1n/greetings_to_all_i_need_help_collecting/ | false | false | self | 0 | null |
What would you run on a 4xH200 SXM Server? | 0 | If you had a 4xH200 SXM Server, what would you run? OSS-GPT-20B? :) DeepSeek? A combination with FLUX and a GPT on vllm?
Also, you don't have to run the interface, like OpenWebUI on the H200 server, it's totally seperate. | 2025-11-13T18:38:39 | https://www.reddit.com/r/LocalLLaMA/comments/1ow94ft/what_would_you_run_on_a_4xh200_sxm_server/ | redpepperbeard | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow94ft | false | null | t3_1ow94ft | /r/LocalLLaMA/comments/1ow94ft/what_would_you_run_on_a_4xh200_sxm_server/ | false | false | self | 0 | null |
AgentU: The sleekest way to build AI agents. | 2 | I got tired of complex agent frameworks with their orchestrators and YAML configs, so I built something simpler.
from agentu import Agent, serve
import asyncio
# Define your tool
def search(topic: str) -> str:
return f"Results for {topic}"
# Agent with tools and mcp
... | 2025-11-13T18:35:31 | https://pypi.org/project/agentu/ | init0 | pypi.org | 1970-01-01T00:00:00 | 0 | {} | 1ow917z | false | null | t3_1ow917z | /r/LocalLLaMA/comments/1ow917z/agentu_the_sleekest_way_to_build_ai_agents/ | false | false | default | 2 | null |
The return of the modded 4090 48GB | 214 | Last month I bought a 4090 48GB in ShenZhen. I had to put this project on hold for a while but it's back.
The card is really fast even with my poor Gen3 4x PCIe connector. I can't put it inside as I can't find any compatible power cable.
I'm running at 150 tokens/second with GPT-OSS 20B from my first tests. | 2025-11-13T18:17:12 | https://www.reddit.com/gallery/1ow8j6d | king_priam_of_Troy | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ow8j6d | false | null | t3_1ow8j6d | /r/LocalLLaMA/comments/1ow8j6d/the_return_of_the_modded_4090_48gb/ | false | false | 214 | null | |
Claude Code and other agentic CLI assistants, what do you use and why? | 0 | There are many Claude Code / OpenCode agentic cli tools, which one do you use and with which model? | 2025-11-13T17:51:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ow7t77/claude_code_and_other_agentic_cli_assistants_what/ | Inevitable_Ant_2924 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow7t77 | false | null | t3_1ow7t77 | /r/LocalLLaMA/comments/1ow7t77/claude_code_and_other_agentic_cli_assistants_what/ | false | false | self | 0 | null |
What kind of PCIe bandwidth is really necessary for local LLMs? | 5 | I think the title explains itself, but the reason I ask is I'm wondering if it's sane to put a AMD Radeon AI PRO R9700 in a slot with only PCIe 4.0 x8 (16 GB/s) bandwidth (x16 electrically). | 2025-11-13T17:34:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ow7dk0/what_kind_of_pcie_bandwidth_is_really_necessary/ | autodidacticasaurus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow7dk0 | false | null | t3_1ow7dk0 | /r/LocalLLaMA/comments/1ow7dk0/what_kind_of_pcie_bandwidth_is_really_necessary/ | false | false | self | 5 | null |
[Release] PolyCouncil — Multi-Model Voting System for LM Studio | 9 | I’ve been experimenting with running multiple local LLMs together, and I ended up building a tool that might help others here too.I built this on top of LMStudio because that’s where many beginners (including myself) start with running local models.
PolyCouncil lets several LM Studio models answer a prompt, score eac... | 2025-11-13T17:33:55 | https://github.com/TrentPierce/PolyCouncil | Billy_Bowlegs | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ow7cm3 | false | null | t3_1ow7cm3 | /r/LocalLLaMA/comments/1ow7cm3/release_polycouncil_multimodel_voting_system_for/ | false | false | default | 9 | {'enabled': False, 'images': [{'id': 'B735VQyt2fCTczr-hNcoCLgNXz9RWTs7FK9I-CLUbT8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/B735VQyt2fCTczr-hNcoCLgNXz9RWTs7FK9I-CLUbT8.png?width=108&crop=smart&auto=webp&s=3fcc056c459d2de1b46883eb001ca9a16247586d', 'width': 108}, {'height': 108, 'url': 'h... |
Best way to bifurcate ROMED8-2T PCIe slots | 2 | Hi fellow LLaMAers!
I am building my GPU rig based on AMD R9700 cards with the goal to stack 12 of those little beasts into my AsRock MB on [this rig](https://www.amazon.com/Mining-Support-Supply-Currency-Bitcoin/dp/B094H1Z8RB/ref=sr_1_2?crid=31T2OG2F6MTWB&dib=eyJ2IjoiMSJ9.Ix253Q1GMaFB6Lggfo3FUviPYYOeJ_tJ6-AZr6xuvb_UE... | 2025-11-13T17:21:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ow70sw/best_way_to_bifurcate_romed82t_pcie_slots/ | Clear_Lead4099 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow70sw | false | null | t3_1ow70sw | /r/LocalLLaMA/comments/1ow70sw/best_way_to_bifurcate_romed82t_pcie_slots/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'wyRlnnC4nIHWRfWMUIBnHvHMsP98N9mROJtKXbnwKWI', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/wyRlnnC4nIHWRfWMUIBnHvHMsP98N9mROJtKXbnwKWI.png?width=108&crop=smart&auto=webp&s=c7ef9713fb4fbf51d0d7da30fb558f95324a395b', 'width': 108}, {'height': 113, 'url': 'h... |
How do you debug your Llama agent’s reasoning? Looking for insights on trace formats & pain points. | 1 |
Hey everyone, I’ve been experimenting with building multi-step agent workflows using Llama models, and I’m hitting a recurring issue:
debugging the reasoning process is insanely hard.
When you chain multiple LLM “thought → action → observation → next thought” steps, the JSON logs get hard to read fast. Especially whe... | 2025-11-13T17:09:05 | https://www.reddit.com/r/LocalLLaMA/comments/1ow6okd/how_do_you_debug_your_llama_agents_reasoning/ | LabObjective6547 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow6okd | false | null | t3_1ow6okd | /r/LocalLLaMA/comments/1ow6okd/how_do_you_debug_your_llama_agents_reasoning/ | false | false | self | 1 | null |
What happened to bitnet models? | 62 | I thought they were supposed to be this hyper energy efficient solution with simplified matmuls all around but then never heard of them again | 2025-11-13T16:58:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ow6eba/what_happened_to_bitnet_models/ | GreenTreeAndBlueSky | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow6eba | false | null | t3_1ow6eba | /r/LocalLLaMA/comments/1ow6eba/what_happened_to_bitnet_models/ | false | false | self | 62 | null |
I built Bit from Tron as a web app, it uses a tiny LLM (350M params) that runs entirely in your browser! | 35 | Hi there!
I’ve been building **Bit** from the movie Tron as a web demo over the past few weeks. Under the hood, it has a tiny large language model, specifically [LFM2-350M](https://huggingface.co/LiquidAI/LFM2-350M-GGUF), that runs locally in your browser, so it should understand what you write and reply coherently :P... | 2025-11-13T16:55:34 | https://v.redd.it/rkebfk7w021g1 | syxa | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ow6b58 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/rkebfk7w021g1/DASHPlaylist.mpd?a=1765644952%2CZWUyODliY2UxOGU5MzIyNjEyNzVhM2E1ZjhmMWIzMjhhZWZmNjRhNTI0Nzc5MmUxZTUyN2Q5YjQxNGE4MjU2Zg%3D%3D&v=1&f=sd', 'duration': 48, 'fallback_url': 'https://v.redd.it/rkebfk7w021g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1ow6b58 | /r/LocalLLaMA/comments/1ow6b58/i_built_bit_from_tron_as_a_web_app_it_uses_a_tiny/ | false | false | 35 | {'enabled': False, 'images': [{'id': 'aXpkbm1qN3cwMjFnMYNLA_ExmUU56c0yetwbZTfYQ3D7X_cTbhPK2Q3BXHDR', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/aXpkbm1qN3cwMjFnMYNLA_ExmUU56c0yetwbZTfYQ3D7X_cTbhPK2Q3BXHDR.png?width=108&crop=smart&format=pjpg&auto=webp&s=296b9c8da33a3049a818d61c637930932529... | |
IBM's AI Researchers Patented a 200 yr old Math Technique by Rebranding as AI Interpretability | 547 |
IBM AI researchers implemented a Continued Fraction class as linear layers in Pytorch and was awarded a patent for calling backward() on the computation graph. It's pretty bizarre.
Anyone who uses derivatives/power series to work with continued fractions is affected.
1. Mechanical engineers, Robotics and Industr... | 2025-11-13T16:54:38 | https://v.redd.it/nddv4ewz021g1 | DataBaeBee | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ow6a9i | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/nddv4ewz021g1/DASHPlaylist.mpd?a=1765644894%2CNzk2Mzc1OGU0NGFjMWJhMzdkZmU3MmMwY2UyZTZkNDQ3YTM4MGRiZjMyYThlNDc4Y2FjOTA0ZTVmMDUwZWQ4OA%3D%3D&v=1&f=sd', 'duration': 25, 'fallback_url': 'https://v.redd.it/nddv4ewz021g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1ow6a9i | /r/LocalLLaMA/comments/1ow6a9i/ibms_ai_researchers_patented_a_200_yr_old_math/ | false | false | 547 | {'enabled': False, 'images': [{'id': 'bnA5cnNld3owMjFnMV58D9bda3Jb0zpLqYjHalvpbPpYKPrlCJRkL-iXGaPt', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/bnA5cnNld3owMjFnMV58D9bda3Jb0zpLqYjHalvpbPpYKPrlCJRkL-iXGaPt.png?width=108&crop=smart&format=pjpg&auto=webp&s=4283bdc17ebe4c8462594cd514c492c1b1b28... | |
LiquidAi X Shopify | 0 | For the first time a company integrates open models for daily use, this will increase since it is cheaper to have a model hosted in its own data centers than to consume an API
https://x.com/LiquidAI_/status/1988984762204098893?t=ZnD4iiwWGkL6Qz0WnbVyRg&s=19 | 2025-11-13T16:54:00 | https://www.reddit.com/gallery/1ow69li | Illustrious-Swim9663 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ow69li | false | null | t3_1ow69li | /r/LocalLLaMA/comments/1ow69li/liquidai_x_shopify/ | false | false | 0 | null | |
Windows-Use (Computer Use for windows) | 18 | [CursorTouch/Windows-Use: 🖥️Open-source Computer-USE for Windows](https://github.com/CursorTouch/Windows-Use)
I'm happy to collaborate and make it even better. | 2025-11-13T16:51:42 | https://v.redd.it/gv630fgl021g1 | Quick_Age_7919 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ow67ez | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/gv630fgl021g1/DASHPlaylist.mpd?a=1765644720%2CYWU0NjkwMGMzMjMyNTU5ZjM2NGZmZmZhMTRhY2U4YzE0NTE3MTk2NDYwY2Y3MjFlZTVmZTQ2ZDkxYThhMWQxZg%3D%3D&v=1&f=sd', 'duration': 176, 'fallback_url': 'https://v.redd.it/gv630fgl021g1/CMAF_720.mp4?source=fallback', 'h... | t3_1ow67ez | /r/LocalLLaMA/comments/1ow67ez/windowsuse_computer_use_for_windows/ | false | false | 18 | {'enabled': False, 'images': [{'id': 'cGljcmxkZ2wwMjFnMVPsAcZzg5o_7O0tvYnIoen3PbUNWqF2-_HPAkwAOLiW', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/cGljcmxkZ2wwMjFnMVPsAcZzg5o_7O0tvYnIoen3PbUNWqF2-_HPAkwAOLiW.png?width=108&crop=smart&format=pjpg&auto=webp&s=695f5759712c590823b529781a3b72d86be28... | |
Best creative writing model which can run local | 0 | This question was not asked today so i decided to be the first to ask it.
Best creative writing model so far?
Since everyday we get new models i think asking this question daily might help alot of people. | 2025-11-13T16:38:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ow5uoa/best_creative_writing_model_which_can_run_local/ | lumos675 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow5uoa | false | null | t3_1ow5uoa | /r/LocalLLaMA/comments/1ow5uoa/best_creative_writing_model_which_can_run_local/ | false | false | self | 0 | null |
Anyone still running llm related with RTX2060s?? | 0 | Are there still a lot of people who are using it? | 2025-11-13T16:34:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ow5rg4/anyone_still_running_llm_related_with_rtx2060s/ | PKCAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow5rg4 | false | null | t3_1ow5rg4 | /r/LocalLLaMA/comments/1ow5rg4/anyone_still_running_llm_related_with_rtx2060s/ | false | false | self | 0 | null |
Will the new Steam Machine be good for AI and LLM usage? | 0 | https://store.steampowered.com/sale/steammachine | 2025-11-13T16:34:51 | https://www.reddit.com/r/LocalLLaMA/comments/1ow5rbq/will_the_new_steam_machine_be_good_for_ai_and_llm/ | hedgehog0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow5rbq | false | null | t3_1ow5rbq | /r/LocalLLaMA/comments/1ow5rbq/will_the_new_steam_machine_be_good_for_ai_and_llm/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'VtEZSSCPjX5eS2j_mcwPWisj1s5ElwmJkQrjFxLasB4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/VtEZSSCPjX5eS2j_mcwPWisj1s5ElwmJkQrjFxLasB4.jpeg?width=108&crop=smart&auto=webp&s=f020ed001eb5a67d4eee666112367366188708c7', 'width': 108}, {'height': 121, 'url': '... |
9 of 15 LLM models have Personality Issues | 0 | I tested 15 popular LLMs with a personality test. 9 of them have clinically significant findings.
You can see the Interactive graphs here: [https://www.personalitybenchmark.ai/](https://www.personalitybenchmark.ai/) | 2025-11-13T16:28:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ow5lo9/9_of_15_llm_models_have_personality_issues/ | kamlasater | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow5lo9 | false | null | t3_1ow5lo9 | /r/LocalLLaMA/comments/1ow5lo9/9_of_15_llm_models_have_personality_issues/ | false | false | self | 0 | null |
Hi, everyone here. | 1 | Hello.
Nice to meet you.
Playing with llm by myself and writing for the first time.
I look forward to working with you. | 2025-11-13T16:10:16 | https://www.reddit.com/r/LocalLLaMA/comments/1ow53za/hi_everyone_here/ | PKCAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow53za | false | null | t3_1ow53za | /r/LocalLLaMA/comments/1ow53za/hi_everyone_here/ | false | false | self | 1 | null |
Ai reacts to gameplay | 1 | [removed] | 2025-11-13T16:09:39 | https://www.reddit.com/r/LocalLLaMA/comments/1ow53ec/ai_reacts_to_gameplay/ | Mercyfulking | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow53ec | false | null | t3_1ow53ec | /r/LocalLLaMA/comments/1ow53ec/ai_reacts_to_gameplay/ | false | false | self | 1 | null |
New integration between Hugging Face and Google Cloud | 66 | Clem, cofounder and ceo of Hugging Face here.
Wanted to share our new collaboration with Google Cloud. Every day, over 1,500 terabytes of open models and datasets are downloaded and uploaded between Hugging Face and Google cloud by millions of AI builders. We suspect it generates over a billion dollars of cloud spend ... | 2025-11-13T16:07:22 | https://www.reddit.com/r/LocalLLaMA/comments/1ow517m/new_integration_between_hugging_face_and_google/ | clem59480 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow517m | false | null | t3_1ow517m | /r/LocalLLaMA/comments/1ow517m/new_integration_between_hugging_face_and_google/ | false | false | self | 66 | null |
Help me Kill or Confirm this Idea | 7 | We’re **building ModelMatch**, a beta open source project that **recommends open source models** for specific jobs, not generic benchmarks.
So far we cover 5 domains: summarization, therapy advising, health advising, email writing, and finance assistance.
The point is simple: most teams still pick models based on vib... | 2025-11-13T15:44:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ow4fv2/help_me_kill_or_confirm_this_idea/ | Navaneeth26 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow4fv2 | false | null | t3_1ow4fv2 | /r/LocalLLaMA/comments/1ow4fv2/help_me_kill_or_confirm_this_idea/ | false | false | self | 7 | null |
Analyzing email thread: hallucination | 2 | Hey folks,
I'm encountering issue with gemma3:27b making up incorrect information when given an email thread and asking questions about the content. Is there any better way to do this? I'm pasting the email thread in the initial input with long context sizes (128k). | 2025-11-13T15:38:07 | https://www.reddit.com/r/LocalLLaMA/comments/1ow49q4/analyzing_email_thread_hallucination/ | siegevjorn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow49q4 | false | null | t3_1ow49q4 | /r/LocalLLaMA/comments/1ow49q4/analyzing_email_thread_hallucination/ | false | false | self | 2 | null |
Conversational AI folks, where do you stand with your customer facing agentic architecture? | 1 | Hi all. I work at Parlant (open-source). We’re a team of researchers and engineers who’ve been building customer-facing AI agents for almost two years now.
We’re hosting a webinar on “Agentic Orchestration: Architecture Deep-Dive for Reliable Customer-Facing AI,” and I’d love to get builders insights before we go ... | 2025-11-13T15:36:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ow48if/conversational_ai_folks_where_do_you_stand_with/ | Chozee22 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow48if | false | null | t3_1ow48if | /r/LocalLLaMA/comments/1ow48if/conversational_ai_folks_where_do_you_stand_with/ | false | false | self | 1 | null |
Finally got something decent to run llms (Rtx 3090ti) | 30 | Bought it on eBay for $835. | 2025-11-13T15:22:37 | https://www.reddit.com/gallery/1ow3vsu | Ok_Essay3559 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ow3vsu | false | null | t3_1ow3vsu | /r/LocalLLaMA/comments/1ow3vsu/finally_got_something_decent_to_run_llms_rtx/ | false | false | 30 | null | |
Qual a melhor GPU para o llama 3(.1 ou .3) | 0 | Atualmente eu estou criando um bot que responda perguntas sobre ciência e para isso preciso de uma versão boa do llama - e que saiba se comunicar bem em português. Estou usando o llama 3.1 com quantização Q6\_K e como tenho bastante RAM (64gb) e uma boa CPU eu consigo rodar o modelo, mas o tempo de resposta é imenso. A... | 2025-11-13T15:13:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ow3my9/qual_a_melhor_gpu_para_o_llama_31_ou_3/ | No_Progress432 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow3my9 | false | null | t3_1ow3my9 | /r/LocalLLaMA/comments/1ow3my9/qual_a_melhor_gpu_para_o_llama_31_ou_3/ | false | false | self | 0 | null |
Qwen model coming soon 👀 | 330 | 2025-11-13T15:10:39 | Odd-Ordinary-5922 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ow3kj3 | false | null | t3_1ow3kj3 | /r/LocalLLaMA/comments/1ow3kj3/qwen_model_coming_soon/ | false | false | default | 330 | {'enabled': True, 'images': [{'id': 'ibsrtr3ri11g1', 'resolutions': [{'height': 46, 'url': 'https://preview.redd.it/ibsrtr3ri11g1.png?width=108&crop=smart&auto=webp&s=6b498c7328b3fa3ec99c7f59745fe173fd4618c8', 'width': 108}, {'height': 92, 'url': 'https://preview.redd.it/ibsrtr3ri11g1.png?width=216&crop=smart&auto=webp... | ||
What should I do with my Macbook M2 Pro? | 0 | Hello everyone, I am persistently trying to install some kind of LLM that would help me generate NFWS text with role-playing characters. Basically, I want to create a girl who could both communicate intelligently and help with physiological needs. I tried Dolphin-llama3: 8b, but it blocks all such content in every way,... | 2025-11-13T15:10:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ow3k8u/what_should_i_do_with_my_macbook_m2_pro/ | Financial_Skirt7851 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow3k8u | false | null | t3_1ow3k8u | /r/LocalLLaMA/comments/1ow3k8u/what_should_i_do_with_my_macbook_m2_pro/ | false | false | self | 0 | null |
Solo provider looking for cost effective HIPAA compliant Claude setup | 1 | I’m using a throwaway account since some folx IRL have figured out my username 🙃
I’m a solo mental health provider. I have spent months trying different services and setups to figure out a system that works. I have ultimately come up empty handed.
My EHR uses transcription for notes already. My clients have all cons... | 2025-11-13T15:08:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ow3ipi/solo_provider_looking_for_cost_effective_hipaa/ | AstronomerMother8332 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow3ipi | false | null | t3_1ow3ipi | /r/LocalLLaMA/comments/1ow3ipi/solo_provider_looking_for_cost_effective_hipaa/ | false | false | self | 1 | null |
Benchmark repository for easy to find (and run) benchmarks ! | 3 | [Here is the space](https://huggingface.co/spaces/OpenEvals/open_benchmark_index) !
Hey everyone! Just built a space to easily index all the benchmarks you can run with [lighteval](https://github.com/huggingface/lighteval), with easy to find paper, dataset and source code !
If you want a benchmark featured we would... | 2025-11-13T15:05:29 | https://v.redd.it/ba0zxvj5h11g1 | HauntingMoment | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ow3fmp | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/ba0zxvj5h11g1/DASHPlaylist.mpd?a=1765638345%2CZTg1MTUzYjJkYjAwM2VkOTllMDUyYjJmNWU4ZjY4Zjc3ODZkMTYyMDY2YzZlNjg4YjMxNTMzZTA2N2IwOTMyZQ%3D%3D&v=1&f=sd', 'duration': 20, 'fallback_url': 'https://v.redd.it/ba0zxvj5h11g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1ow3fmp | /r/LocalLLaMA/comments/1ow3fmp/benchmark_repository_for_easy_to_find_and_run/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'aDNzMzB4ajVoMTFnMUT51kD0rVbt75n8KlH9v0C7Rv0HxHxP0-0wrmcRc9a5', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/aDNzMzB4ajVoMTFnMUT51kD0rVbt75n8KlH9v0C7Rv0HxHxP0-0wrmcRc9a5.png?width=108&crop=smart&format=pjpg&auto=webp&s=6d58e68e4f25f9113226222d2f71c815988a2... | |
Rejected for not using LangChain/LangGraph? | 277 | Today I got rejected after a job interview for not being "technical enough" because I use PyTorch/CUDA/GGUF directly with FastAPI microservices for multi-agent systems instead of LangChain/LangGraph in production.
They asked about 'efficient data movement in LangGraph' - I explained I work at a lower level with bare m... | 2025-11-13T15:00:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ow3anq/rejected_for_not_using_langchainlanggraph/ | dougeeai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow3anq | false | null | t3_1ow3anq | /r/LocalLLaMA/comments/1ow3anq/rejected_for_not_using_langchainlanggraph/ | false | false | self | 277 | null |
Heart - Local AI companion that feels emotions | 0 | Hey! I've been working on a local AI companion that actually simulates emotional responses through a neural affect matrix.
Basically, every message in the conversation generates coordinates in emotional space (Russell's circumplex valence and arousal), and these feed into Ollama to shape the LLM's responses. Here's ho... | 2025-11-13T14:55:24 | https://v.redd.it/3819jc5kf11g1 | Tall_Insect7119 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ow369o | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/3819jc5kf11g1/DASHPlaylist.mpd?a=1765637740%2CMWYxOGU4MGRmMjk2MDY0NGUzNGJkZDVjZDNiYzcwNzBlMzBmMWZiMzc1Y2JhOTk4NjlkYTQ3M2MyMDY0YTdmMg%3D%3D&v=1&f=sd', 'duration': 8, 'fallback_url': 'https://v.redd.it/3819jc5kf11g1/CMAF_720.mp4?source=fallback', 'has... | t3_1ow369o | /r/LocalLLaMA/comments/1ow369o/heart_local_ai_companion_that_feels_emotions/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'dGlxZTZkNWtmMTFnMR_CUcgfCaXujOU5gOONtRBIxOyLKjPq5hHFx6smnN5h', 'resolutions': [{'height': 80, 'url': 'https://external-preview.redd.it/dGlxZTZkNWtmMTFnMR_CUcgfCaXujOU5gOONtRBIxOyLKjPq5hHFx6smnN5h.png?width=108&crop=smart&format=pjpg&auto=webp&s=3f4e307346e8d4e355d9a3e60a2d07e86dbc9... | |
Best Local LLM framework for Mac and windows: Inference driven model design | 1 | I'm looking to understand which local LLM inference framework best leverages Mac hardware (unified memory, quantization, etc.). My main goal is low batch size inference with long contexts (up to 128k tokens) on an Apple Silicon Mac, making use of all platform optimizations. I also want to work backwards from inference... | 2025-11-13T14:45:54 | https://www.reddit.com/r/LocalLLaMA/comments/1ow2xpl/best_local_llm_framework_for_mac_and_windows/ | InstanceMelodic3451 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow2xpl | false | null | t3_1ow2xpl | /r/LocalLLaMA/comments/1ow2xpl/best_local_llm_framework_for_mac_and_windows/ | false | false | self | 1 | null |
Disabling Web browsing Capability in GPT-OSS:20B | 1 | Hi all,
I'm using the GPT-OSS:20B model in local using Ollama. Wondering if there's a simple way to disable the Web browsing feature of the model (other than the airplane mode).
TIA | 2025-11-13T14:44:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ow2wki/disabling_web_browsing_capability_in_gptoss20b/ | chirchan91 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow2wki | false | null | t3_1ow2wki | /r/LocalLLaMA/comments/1ow2wki/disabling_web_browsing_capability_in_gptoss20b/ | false | false | self | 1 | null |
I was wrong. Thinking learns want to go from scratch to LangChain internals | 0 | I thought learners would naturally want to go from understanding AI agents from scratch to diving deep into LangChain internals, but I was wrong.
Two weeks ago I published this repository [https://github.com/pguso/ai-agents-from-scratch](https://github.com/pguso/ai-agents-from-scratch) and quite a few people from ... | 2025-11-13T14:39:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ow2rx0/i_was_wrong_thinking_learns_want_to_go_from/ | purellmagents | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow2rx0 | false | null | t3_1ow2rx0 | /r/LocalLLaMA/comments/1ow2rx0/i_was_wrong_thinking_learns_want_to_go_from/ | false | false | self | 0 | null |
Fire in the Hole! Benchmarking is broken | 54 | Benchmarks used to drive real AI progress — ImageNet, GLUE, SuperGLUE gave us a clear, shared yardstick. But now it seems like everybody is **benchmaxxing rather than benchmarking**.
So many of today’s “state-of-the-art” scores are inflated by **data leakage**, **selective reporting**, and **private leaderboards**.
A... | 2025-11-13T14:16:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ow277f/fire_in_the_hole_benchmarking_is_broken/ | Substantial_Sail_668 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow277f | false | null | t3_1ow277f | /r/LocalLLaMA/comments/1ow277f/fire_in_the_hole_benchmarking_is_broken/ | false | false | self | 54 | {'enabled': False, 'images': [{'id': 'TbEYqNwwuNpyifek7O4QVgUmpGoxBFPlcUO4UykmwEQ', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/TbEYqNwwuNpyifek7O4QVgUmpGoxBFPlcUO4UykmwEQ.png?width=108&crop=smart&auto=webp&s=2a7a68fb0bbb90965272f7d952396d21c7e0daea', 'width': 108}, {'height': 216, 'url': '... |
Hi everybody! I wanted to pitch a community project: Spark | 0 | This has been on my mind for a minute, and I’m sure other companies may be working on this in the background but I think we can beat everyone to it, AND do it better than everyone too.
Cutting straight to the meat of it, we need to create a programming language that’s specifically written for LLMs and tokenization. T... | 2025-11-13T14:14:23 | https://www.reddit.com/r/LocalLLaMA/comments/1ow25e3/hi_everybody_i_wanted_to_pitch_a_community/ | AllTheCoins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow25e3 | false | null | t3_1ow25e3 | /r/LocalLLaMA/comments/1ow25e3/hi_everybody_i_wanted_to_pitch_a_community/ | false | false | self | 0 | null |
[Help] What's the absolute cheapest build to run OSS 120B if you already have 2 RTX 3090s? | 5 | I'm already running a system with two 3090s (5800X 32GB) but it doesn't fit OSS 120B. I plan to buy another 3090 but I'm not sure what system to pair with it. What would you guys build? After lurking this sub I saw some Threadripper builds with second hand x399. Someone tried Strix Halo with one external 3090 but it di... | 2025-11-13T14:02:32 | https://www.reddit.com/r/LocalLLaMA/comments/1ow1v5i/help_whats_the_absolute_cheapest_build_to_run_oss/ | -oshino_shinobu- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ow1v5i | false | null | t3_1ow1v5i | /r/LocalLLaMA/comments/1ow1v5i/help_whats_the_absolute_cheapest_build_to_run_oss/ | false | false | self | 5 | null |
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