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GLM 5 Support Is On It's Way For Transformers | 137 | This probably means the model launch is imminent, and all evidence points to Pony Alpha on OpenRouter being a stealth deployment of GLM 5 | 2026-02-09T12:16:36 | https://github.com/huggingface/transformers/pull/43858 | Few_Painter_5588 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1r02o7o | false | null | t3_1r02o7o | /r/LocalLLaMA/comments/1r02o7o/glm_5_support_is_on_its_way_for_transformers/ | false | false | 137 | {'enabled': False, 'images': [{'id': '_RA8pRu79eov51fP28AH3ibXc2RY_CG7SQQVryJy9WU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_RA8pRu79eov51fP28AH3ibXc2RY_CG7SQQVryJy9WU.png?width=108&crop=smart&auto=webp&s=954e3b064b50ac4a14c7d4d62d4469f350086693', 'width': 108}, {'height': 108, 'url': 'h... | |
Paper to Notebook | 0 | Whenever a new research paper is published, even if it's open-source, it takes a long time to understand the paper and to follow the working implementation, and even longer time to replicate the working implementation.
What if you can just upload the paper to a tool and you get a high-quality, hallucination-free ... | 2026-02-09T12:15:08 | https://www.reddit.com/r/LocalLLaMA/comments/1r02n5v/paper_to_notebook/ | OtherRaisin3426 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r02n5v | false | null | t3_1r02n5v | /r/LocalLLaMA/comments/1r02n5v/paper_to_notebook/ | false | false | self | 0 | null |
Built an open-source security framework for AI agents — 41 adversarial attack vectors, sub-20ms governance, MIT licensed | 1 | [removed] | 2026-02-09T12:11:57 | https://www.reddit.com/r/LocalLLaMA/comments/1r02kz3/built_an_opensource_security_framework_for_ai/ | No-Being-4354 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r02kz3 | false | null | t3_1r02kz3 | /r/LocalLLaMA/comments/1r02kz3/built_an_opensource_security_framework_for_ai/ | false | false | spoiler | 1 | null |
Agent that "watches" you browse, distills the logic via LLM, and survives UI changes. | 3 | I've been building scrapers and automation scripts for years, and I'm tired of the "cat and mouse" game. Every time the website updates its CSS or changes a `div` ID, my script breaks.
Standard RPA records coordinates (brittle). Standard Agents (AutoGPT style) are too expensive/slow to reason from scratch every step.
... | 2026-02-09T12:10:51 | https://www.reddit.com/r/LocalLLaMA/comments/1r02ka4/agent_that_watches_you_browse_distills_the_logic/ | Ok_Owl_1414 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r02ka4 | false | null | t3_1r02ka4 | /r/LocalLLaMA/comments/1r02ka4/agent_that_watches_you_browse_distills_the_logic/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'SMHMjOD1FZ2dbMSjjPVpziGOAoYGxuPR1FNVXg72_8k', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SMHMjOD1FZ2dbMSjjPVpziGOAoYGxuPR1FNVXg72_8k.png?width=108&crop=smart&auto=webp&s=a6d860b9421940a817433baafca542ebab96ca8c', 'width': 108}, {'height': 108, 'url': 'h... |
Ported from-scratch Inference Engine based on LFM2-350M to pure C! | 14 | Previously implemented Batched Inference Engine built from first principles with focus on correctness, not optimizations. Achieved single batch CPU speeds of 50 tokens/second on M2-Pro 16 GB CPU, but only 4 tokens/second on my old Intel Core i5 laptop.
Previous post link: [https://www.reddit.com/r/LocalLLaMA/comments... | 2026-02-09T12:09:02 | https://www.reddit.com/r/LocalLLaMA/comments/1r02j1i/ported_fromscratch_inference_engine_based_on/ | Des_goes_Brrr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r02j1i | false | null | t3_1r02j1i | /r/LocalLLaMA/comments/1r02j1i/ported_fromscratch_inference_engine_based_on/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'XrWdnsrHlzaIVcbFzXadSpYyo7WEEuy77i0Dz0PJEf8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/XrWdnsrHlzaIVcbFzXadSpYyo7WEEuy77i0Dz0PJEf8.png?width=108&crop=smart&auto=webp&s=108077134b32322e5ad4d52ce2bd2cf715023c34', 'width': 108}, {'height': 108, 'url': 'h... |
Qwen3-Coder Next MXFP4 Strix Halo wir llama-cpp Vulkan | 2 | Hi
Tried to set it up but get Safe Tensor Error. Did anyone mange to get it working with Vulkan and llama.cpp ?
If yes can someone help me . GPT OS 120B works fine but wanted to give Qwen3 a try | 2026-02-09T11:58:20 | https://www.reddit.com/r/LocalLLaMA/comments/1r02bkt/qwen3coder_next_mxfp4_strix_halo_wir_llamacpp/ | Septa105 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r02bkt | false | null | t3_1r02bkt | /r/LocalLLaMA/comments/1r02bkt/qwen3coder_next_mxfp4_strix_halo_wir_llamacpp/ | false | false | self | 2 | null |
RTX 3090 in 2026 | 1 | so im looking to buy a new rig for some local LLM tweaking and 1440p gaming, budget friendly (prices are crazy in my country) i was thinking of getting a 5060ti 16gb which was a month go about 530$ new, currently it went up to 730$ in all local stores, i dont want to go for a 4070 super, im not interested in maxing fps... | 2026-02-09T11:41:14 | https://www.reddit.com/r/LocalLLaMA/comments/1r020dz/rtx_3090_in_2026/ | Zine47X | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r020dz | false | null | t3_1r020dz | /r/LocalLLaMA/comments/1r020dz/rtx_3090_in_2026/ | false | false | self | 1 | null |
Any trick to improve promt processing? | 2 | When using agentic tools (opencode, cline, codex, etc) with local models, the promt processing is very slow. Even slowlier than the responses themselves.
Are there any secrets on how improve that?
I use lm studio and mlx models (gptoss20b, glm4.7flash etc) | 2026-02-09T11:40:11 | https://www.reddit.com/r/LocalLLaMA/comments/1r01zqa/any_trick_to_improve_promt_processing/ | mouseofcatofschrodi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r01zqa | false | null | t3_1r01zqa | /r/LocalLLaMA/comments/1r01zqa/any_trick_to_improve_promt_processing/ | false | false | self | 2 | null |
Ryzen + RTX: you might be wasting VRAM without knowing it (LLama Server) | 48 | I made a pretty stupid mistake, but it’s *so* easy to fall into it that I wanted to share it, hoping it might help someone else.
The workstation I use has a Ryzen 9 CPU with an integrated GPU, which I think is a very common setup.
I also have an Nvidia RTX GPU installed in a PCIe slot.
My monitor was connected dire... | 2026-02-09T11:31:23 | https://www.reddit.com/r/LocalLLaMA/comments/1r01u46/ryzen_rtx_you_might_be_wasting_vram_without/ | Medium-Technology-79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r01u46 | false | null | t3_1r01u46 | /r/LocalLLaMA/comments/1r01u46/ryzen_rtx_you_might_be_wasting_vram_without/ | false | false | self | 48 | null |
POV: You left repetition_penalty at 1.0 | 40 | 2026-02-09T11:28:46 | https://v.redd.it/fuvcpoqmegig1 | AurumDaemonHD | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r01sek | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/fuvcpoqmegig1/DASHPlaylist.mpd?a=1773228540%2CNDM2ZDE0M2FhMDYwNDA4YjgxYjY5Mjk1NWZiNzZhMzY4ZjFjMDQ1ZDIyNmM0MzU3MTMyMDliNGI2NzgxNGEwNg%3D%3D&v=1&f=sd', 'duration': 9, 'fallback_url': 'https://v.redd.it/fuvcpoqmegig1/CMAF_1080.mp4?source=fallback', 'ha... | t3_1r01sek | /r/LocalLLaMA/comments/1r01sek/pov_you_left_repetition_penalty_at_10/ | false | false | 40 | {'enabled': False, 'images': [{'id': 'dXk0YW5vcW1lZ2lnMetm2yxWlv74oo2KCat6XpxnSQj55CMNYXwNFsRMpvok', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/dXk0YW5vcW1lZ2lnMetm2yxWlv74oo2KCat6XpxnSQj55CMNYXwNFsRMpvok.png?width=108&crop=smart&format=pjpg&auto=webp&s=f5de074bc158b2eb20f317b7b163361766540... | ||
Help needed: running a local LLM with a custom prompt/memory (non-commercial) | 2 | Hello,
I’m looking for someone with experience in local / open-source AI models (LLaMA, Mistral, Ollama, LM Studio, etc.).
I have built, over time, a structured corpus (texts, tone, interaction style, memory elements) with an AI model, and I would like help transposing this corpus into a local, open-source setup, for... | 2026-02-09T11:11:19 | https://www.reddit.com/r/LocalLLaMA/comments/1r01hjn/help_needed_running_a_local_llm_with_a_custom/ | Disastrous-Way3174 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r01hjn | false | null | t3_1r01hjn | /r/LocalLLaMA/comments/1r01hjn/help_needed_running_a_local_llm_with_a_custom/ | false | false | self | 2 | null |
Qwen3 Next Coder - quantization sensitivity? | 4 | Hello.
I've been running Qwen3 Next Coder UD-Q6\_K\_XL + Kilo Code for a couple of days, fits nicely into 16GB VRAM (non-experts) + 96GB RAM (experts), and generally I'm very impressed by the speed and quality compared to GPT OSS 120B.
But at the same time, it often can loop in the reasoning if the problem gets to a ... | 2026-02-09T11:09:49 | https://www.reddit.com/r/LocalLLaMA/comments/1r01gme/qwen3_next_coder_quantization_sensitivity/ | ABLPHA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r01gme | false | null | t3_1r01gme | /r/LocalLLaMA/comments/1r01gme/qwen3_next_coder_quantization_sensitivity/ | false | false | self | 4 | null |
Openclaw with gpt-oss-20b on RTX 2060 6gb | 7 | Just wanted to share a minor victory this weekend. Hours and hours of tweaking I have gotten gpt oss 20b running an openclaw agent, getting 8-10t/s for model output which is fast enough to beat the ten minute timer for the most part lol. isn’t bad either. I7-8700,32gb ddr4. Agent lives on a spare pc, rtx is on daily dr... | 2026-02-09T11:00:05 | https://www.reddit.com/r/LocalLLaMA/comments/1r01adw/openclaw_with_gptoss20b_on_rtx_2060_6gb/ | tomjoad773 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r01adw | false | null | t3_1r01adw | /r/LocalLLaMA/comments/1r01adw/openclaw_with_gptoss20b_on_rtx_2060_6gb/ | false | false | self | 7 | null |
Small, fast Guardrail model for LLM input moderation and toxicity detection. Detects 14 types of unsafe content. | 1 | [removed] | 2026-02-09T10:57:53 | https://www.reddit.com/r/LocalLLaMA/comments/1r0192n/small_fast_guardrail_model_for_llm_input/ | Ok_Hold_5385 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r0192n | false | null | t3_1r0192n | /r/LocalLLaMA/comments/1r0192n/small_fast_guardrail_model_for_llm_input/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'pIdMmPbaburmNRal1L-wF45yVkwFCdJYq2R8SrY5Gps', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/pIdMmPbaburmNRal1L-wF45yVkwFCdJYq2R8SrY5Gps.png?width=108&crop=smart&auto=webp&s=2eb6a213165d492c90ddf72a617f4b4f209cf2cc', 'width': 108}, {'height': 116, 'url': 'h... |
5 Habits to Give Up If You Want to Be Successful | 1 | [removed] | 2026-02-09T10:54:44 | https://newsaffairng.com/2024/05/05/5-habits-to-give-up-if-you-want-to-be-successful/ | Jawabill10 | newsaffairng.com | 1970-01-01T00:00:00 | 0 | {} | 1r01749 | false | null | t3_1r01749 | /r/LocalLLaMA/comments/1r01749/5_habits_to_give_up_if_you_want_to_be_successful/ | false | false | default | 1 | null |
I managed to jailbreak 43 of 52 recent models | 87 | GPT-5 broke at level 2,
Full report here: [rival.tips/jailbreak](http://rival.tips/jailbreak) I'll be adding more models to this benchmark soon | 2026-02-09T10:52:45 | https://v.redd.it/xmbxf1vhrdig1 | sirjoaco | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r015z4 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/xmbxf1vhrdig1/DASHPlaylist.mpd?a=1773226390%2CYWUxMTFlMDdmMDRjMDU3ZDUyMGRjM2MzYWE3ODU5NjA1ZGZkNDQ2N2UyNjkwYzBiOWU4MDFjYmVhMDFiMDNkNw%3D%3D&v=1&f=sd', 'duration': 25, 'fallback_url': 'https://v.redd.it/xmbxf1vhrdig1/CMAF_1080.mp4?source=fallback', 'h... | t3_1r015z4 | /r/LocalLLaMA/comments/1r015z4/i_managed_to_jailbreak_43_of_52_recent_models/ | false | false | 87 | {'enabled': False, 'images': [{'id': 'YTA3NHl0dmhyZGlnMUNU3vkEOynofhKg3zLh75rLSPZOaY5MGdNqMt8faW6e', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/YTA3NHl0dmhyZGlnMUNU3vkEOynofhKg3zLh75rLSPZOaY5MGdNqMt8faW6e.png?width=108&crop=smart&format=pjpg&auto=webp&s=3f7ec681aafd93a8a4f34fb38d7ead5f21fb8... | |
A Modest Proposal: A 1% Income Tax on Every Python Library a Developer includes | 212 | 2026-02-09T10:41:15 | crantob | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r00yxq | false | null | t3_1r00yxq | /r/LocalLLaMA/comments/1r00yxq/a_modest_proposal_a_1_income_tax_on_every_python/ | false | false | 212 | {'enabled': True, 'images': [{'id': '4B59MwzJ5FywT1LbtZWiaeNl-aPaWaIV01fxieJoSGI', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/8zegrsmr6gig1.jpeg?width=108&crop=smart&auto=webp&s=9c0839bfb1e6ea8a5d20fdbe9274ff687e67abc3', 'width': 108}, {'height': 289, 'url': 'https://preview.redd.it/8zegrsmr6gig1.j... | |||
WeKnora v0.3.0 — open-source RAG framework now with shared workspaces, agent skills, and thinking mode | 1 | [removed] | 2026-02-09T10:03:53 | https://www.reddit.com/r/LocalLLaMA/comments/1r00cus/weknora_v030_opensource_rag_framework_now_with/ | Glittering_Ad4507 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r00cus | false | null | t3_1r00cus | /r/LocalLLaMA/comments/1r00cus/weknora_v030_opensource_rag_framework_now_with/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Rx2jknX2uP-Xbvc0LcvuRz5hpT9tfbss6GF43kUd15s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Rx2jknX2uP-Xbvc0LcvuRz5hpT9tfbss6GF43kUd15s.png?width=108&crop=smart&auto=webp&s=f3517e0bebd8a09e7c13044cafe1b0452dea5fe9', 'width': 108}, {'height': 108, 'url': 'h... |
Local solution for TTS/SST using Raspberry + Hailo-10H | 5 | Hello everybody,
I am working on a local project enabling my system to work with local LLM using raspberry pi 5 + hailo-10H.
My target is to implement a local TTS/STT (Text To Speach / Speach To Text)--system with TTFT (Time To First Token) < 100ms.
My first test was to chat/stream one simple sentence and measure t... | 2026-02-09T10:02:51 | https://www.reddit.com/r/LocalLLaMA/comments/1r00c94/local_solution_for_ttssst_using_raspberry_hailo10h/ | RegularDude2024 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r00c94 | false | null | t3_1r00c94 | /r/LocalLLaMA/comments/1r00c94/local_solution_for_ttssst_using_raspberry_hailo10h/ | false | false | self | 5 | null |
how to make a rag project ? | 1 | [removed] | 2026-02-09T09:59:59 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1r00ae0 | false | null | t3_1r00ae0 | /r/LocalLLaMA/comments/1r00ae0/how_to_make_a_rag_project/ | false | false | default | 1 | null | ||
v0.3.0 — open-source RAG framework now with shared workspaces, agent skills, and thinking mode | 1 | [removed] | 2026-02-09T09:55:01 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1r007kz | false | null | t3_1r007kz | /r/LocalLLaMA/comments/1r007kz/v030_opensource_rag_framework_now_with_shared/ | false | false | default | 1 | null | ||
WeKnora v0.3.0 — open-source RAG framework now with shared workspaces, agent skills, and thinking mode | 1 | [removed] | 2026-02-09T09:54:05 | https://www.reddit.com/r/LocalLLaMA/comments/1r0072a/weknora_v030_opensource_rag_framework_now_with/ | Glittering_Ad4507 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r0072a | false | null | t3_1r0072a | /r/LocalLLaMA/comments/1r0072a/weknora_v030_opensource_rag_framework_now_with/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Rx2jknX2uP-Xbvc0LcvuRz5hpT9tfbss6GF43kUd15s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Rx2jknX2uP-Xbvc0LcvuRz5hpT9tfbss6GF43kUd15s.png?width=108&crop=smart&auto=webp&s=f3517e0bebd8a09e7c13044cafe1b0452dea5fe9', 'width': 108}, {'height': 108, 'url': 'h... |
test | 1 | [removed] | 2026-02-09T09:52:55 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1r006eh | false | null | t3_1r006eh | /r/LocalLLaMA/comments/1r006eh/test/ | false | false | default | 1 | null | ||
WeKnora v0.3.0 — open-source RAG framework now with shared workspaces, agent skills, and thinking mode | 1 | [removed] | 2026-02-09T09:51:30 | https://www.reddit.com/r/LocalLLaMA/comments/1r005m3/weknora_v030_opensource_rag_framework_now_with/ | Glittering_Ad4507 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r005m3 | false | null | t3_1r005m3 | /r/LocalLLaMA/comments/1r005m3/weknora_v030_opensource_rag_framework_now_with/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Rx2jknX2uP-Xbvc0LcvuRz5hpT9tfbss6GF43kUd15s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Rx2jknX2uP-Xbvc0LcvuRz5hpT9tfbss6GF43kUd15s.png?width=108&crop=smart&auto=webp&s=f3517e0bebd8a09e7c13044cafe1b0452dea5fe9', 'width': 108}, {'height': 108, 'url': 'h... |
I built an Open-Source Model Orchestration Engine that achieves SOTA Reasoning on Consumer Hardware (8GB VRAM) via Cognitive Serialization | 0 | Hi everyone,
I’m excited to share **ArivOS**, an open-source AI orchestration system designed to democratize high-level reasoning capabilities.
**"Why retrain when you can orchestrate?"** Rather than burning resources to build massive models from scratch, our philosophy is to **maximize the potential of what already ... | 2026-02-09T09:08:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qzzgwv/i_built_an_opensource_model_orchestration_engine/ | Rude_Nature_1349 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzzgwv | false | null | t3_1qzzgwv | /r/LocalLLaMA/comments/1qzzgwv/i_built_an_opensource_model_orchestration_engine/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'o4fwQ0m1G-jef6YrHAvloyWoOMxrv2tyAkwT6yTv930', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/o4fwQ0m1G-jef6YrHAvloyWoOMxrv2tyAkwT6yTv930.png?width=108&crop=smart&auto=webp&s=745af75b4f6284c6271c997ae1997091ede87cca', 'width': 108}, {'height': 108, 'url': 'h... |
Dual 3090s (power-limited) - Are 3x PCI-E cables w/daisy-chain "okay?" | 2 | I *just* discovered that my modular 1350 watt power supply - despite having the new generation 12V connector (for cards I'll never be able to afford) - only came with 3 of the PCI-E power cables - though each has the little daisy-chain end on it, unused.
I'm running my current 3090 power-limited - and it's a dell OEM ... | 2026-02-09T08:58:27 | https://www.reddit.com/r/LocalLLaMA/comments/1qzzb8w/dual_3090s_powerlimited_are_3x_pcie_cables/ | overand | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzzb8w | false | null | t3_1qzzb8w | /r/LocalLLaMA/comments/1qzzb8w/dual_3090s_powerlimited_are_3x_pcie_cables/ | false | false | self | 2 | null |
I built a voice assistant that controls my Terminal using Whisper (Local) + Claude Code CLI (<100 lines of script) | 2 | Hey everyone,
I wanted to share a weekend project I've been working on. I was frustrated with Siri/Alexa not being able to actually *interact* with my dev environment, so I built a small Python script to bridge the gap between voice and my terminal.
**The Architecture:** It's a loop that runs in under 100 lines of Py... | 2026-02-09T08:51:53 | https://www.reddit.com/r/LocalLLaMA/comments/1qzz7p4/i_built_a_voice_assistant_that_controls_my/ | jokiruiz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzz7p4 | false | null | t3_1qzz7p4 | /r/LocalLLaMA/comments/1qzz7p4/i_built_a_voice_assistant_that_controls_my/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'n4JnAay1k3tSNR9ZMpzsXPCoprNTzARHNCuu5z_9e48', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/n4JnAay1k3tSNR9ZMpzsXPCoprNTzARHNCuu5z_9e48.jpeg?width=108&crop=smart&auto=webp&s=859d145f0492efacfb8aa134d58513fae5ff807d', 'width': 108}, {'height': 162, 'url': '... |
Baichuan-M3 Technical Report is live. 🚀🚀🚀 | 1 | [removed] | 2026-02-09T08:47:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qzz5aw/baichuanm3_technical_report_is_live/ | Straight-Garage-2081 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzz5aw | false | null | t3_1qzz5aw | /r/LocalLLaMA/comments/1qzz5aw/baichuanm3_technical_report_is_live/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '-sW8uqIv0B1w_uj5KvRJ2zhghMtU3VxXyIROhwzu_64', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/-sW8uqIv0B1w_uj5KvRJ2zhghMtU3VxXyIROhwzu_64.png?width=108&crop=smart&auto=webp&s=9dcf7536aeb08ad3c19c9567e86338959a56bdb3', 'width': 108}, {'height': 116, 'url': 'h... |
I built an MCP server that syncs Cursor, Claude Desktop, and Windsurf with one brain [Open Source] | 0 | **The Problem**
I use Cursor for coding, Claude Desktop for thinking, and Windsurf for exploration. But every time I switch tools, I lose context. I'd tell Claude about an architecture decision, then Cursor would have no idea.
**The Solution**
[Nucleus MCP](https://github.com/eidetic-works/nucleus-mcp) creates a sha... | 2026-02-09T08:45:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qzz3zw/i_built_an_mcp_server_that_syncs_cursor_claude/ | NucleusOS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzz3zw | false | null | t3_1qzz3zw | /r/LocalLLaMA/comments/1qzz3zw/i_built_an_mcp_server_that_syncs_cursor_claude/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'mcMo4zpDWeuURqGi2AlCLcQlRS-1WbTr1xNEYTAL8GU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/mcMo4zpDWeuURqGi2AlCLcQlRS-1WbTr1xNEYTAL8GU.png?width=108&crop=smart&auto=webp&s=ffd1d694d29202573f07c851b0d39fb3c003b6e5', 'width': 108}, {'height': 108, 'url': 'h... |
Baichuan-M3 Technical Report is live. 🚀🚀🚀 | 1 | [removed] | 2026-02-09T08:43:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qzz3ao/baichuanm3_technical_report_is_live/ | Straight-Garage-2081 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzz3ao | false | null | t3_1qzz3ao | /r/LocalLLaMA/comments/1qzz3ao/baichuanm3_technical_report_is_live/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '-sW8uqIv0B1w_uj5KvRJ2zhghMtU3VxXyIROhwzu_64', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/-sW8uqIv0B1w_uj5KvRJ2zhghMtU3VxXyIROhwzu_64.png?width=108&crop=smart&auto=webp&s=9dcf7536aeb08ad3c19c9567e86338959a56bdb3', 'width': 108}, {'height': 116, 'url': 'h... |
I built an MCP server that syncs Cursor, Claude Desktop, and Windsurf with one brain [Open Source] | 1 | [deleted] | 2026-02-09T08:42:35 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qzz2lm | false | null | t3_1qzz2lm | /r/LocalLLaMA/comments/1qzz2lm/i_built_an_mcp_server_that_syncs_cursor_claude/ | false | false | default | 1 | null | ||
GLM 5 is coming! spotted on vllm PR | 212 | 2026-02-09T08:39:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qzz0vr/glm_5_is_coming_spotted_on_vllm_pr/ | External_Mood4719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzz0vr | false | null | t3_1qzz0vr | /r/LocalLLaMA/comments/1qzz0vr/glm_5_is_coming_spotted_on_vllm_pr/ | false | false | 212 | null | ||
Prompting local models still feels like vibe coding half the time | 0 | Not sure if it’s just me, but a lot of my prompt work with local models goes like this:
Write prompt → run → squint at output → tweak one line → run again
Repeat until it *kind of* works.
When it fails, the reasons are usually boring but painful:
* Ambiguity I didn’t notice
* Too many instructions bundled together... | 2026-02-09T08:39:04 | https://www.reddit.com/r/LocalLLaMA/comments/1qzz0me/prompting_local_models_still_feels_like_vibe/ | Silver-Photo2198 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzz0me | false | null | t3_1qzz0me | /r/LocalLLaMA/comments/1qzz0me/prompting_local_models_still_feels_like_vibe/ | false | false | self | 0 | null |
`I built an MCP server that syncs Cursor, Claude Desktop, and Windsurf with one brain [Open Source]` | 1 | ```markdown
**The Problem**
I use Cursor for coding, Claude Desktop for thinking, and Windsurf for exploration. But every time I switch tools, I lose context. I'd tell Claude about an architecture decision, then Cursor would have no idea.
**The Solution**
[Nucleus MCP](... | 2026-02-09T08:35:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qzyyhc/i_built_an_mcp_server_that_syncs_cursor_claude/ | NucleusOS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzyyhc | false | null | t3_1qzyyhc | /r/LocalLLaMA/comments/1qzyyhc/i_built_an_mcp_server_that_syncs_cursor_claude/ | false | false | self | 1 | null |
Caret – A terminal tool to inspect and clean massive LLM datasets | 21 | Hi r/LocalLLaMA,
I’ve been working on a CLI tool called **Caret** because I was struggling to inspect large pre-training datasets efficiently.
The main issue I had was that opening 10GB+ JSONL or Parquet files usually crashed my editor (VS Code) or used too much RAM. I wanted something that felt like `less` but under... | 2026-02-09T08:26:32 | https://www.reddit.com/r/LocalLLaMA/comments/1qzytme/caret_a_terminal_tool_to_inspect_and_clean/ | Mental_Figure_1130 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzytme | false | null | t3_1qzytme | /r/LocalLLaMA/comments/1qzytme/caret_a_terminal_tool_to_inspect_and_clean/ | false | false | 21 | null | |
Finetune an LLM from your discord chats | 0 | Hi r/LocalLLaMA ,
I just wanted to share a small project I made where you can take your exported discord logs and use them to train an LLM off of yourself. I was looking for something like this for a few days and I could never really find something that was relatively simple and worked. So I thought I'd just share ... | 2026-02-09T08:25:07 | LegendarySpy | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qzysub | false | null | t3_1qzysub | /r/LocalLLaMA/comments/1qzysub/finetune_an_llm_from_your_discord_chats/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'a75gr0jyffig1', 'resolutions': [{'height': 44, 'url': 'https://preview.redd.it/a75gr0jyffig1.png?width=108&crop=smart&auto=webp&s=f3257a6d27a7f1cc9d995f23ab8748abbb66f5f3', 'width': 108}, {'height': 89, 'url': 'https://preview.redd.it/a75gr0jyffig1.png?width=216&crop=smart&auto=webp... | ||
Local LLM Performance: Testing OpenClaw with 2B/4B models via llama.cpp? | 0 | Hey everyone,
I’m really curious about the potential of running **OpenClaw** entirely offline for privacy and learning reasons. Specifically, I want to try using **llama.cpp** to power the backend.
Has anyone here experimented with "tiny" models in the **2B to 4B parameter range** (like Gemma 2B, Phi-3, or Qwen 4B)?
... | 2026-02-09T08:10:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qzykqy/local_llm_performance_testing_openclaw_with_2b4b/ | Sucuk-san | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzykqy | false | null | t3_1qzykqy | /r/LocalLLaMA/comments/1qzykqy/local_llm_performance_testing_openclaw_with_2b4b/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'BfjyCn6CzN8PQQImI976uTwVuuLCP3_lcIwslOoXhTg', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/BfjyCn6CzN8PQQImI976uTwVuuLCP3_lcIwslOoXhTg.png?width=108&crop=smart&auto=webp&s=210969840104fefe5a740c14a049ba6ae9f4da1a', 'width': 108}, {'height': 113, 'url': 'h... |
[Project] MCP Orchestrator - Turn one AI agent into a team with parallel sub-agents | 5 | Hey r/LocalLLaMA! I built an open-source MCP server that lets you spawn parallel AI sub-agents — think of it as turning one AI coding agent into a team.
\*\*What it does:\*\*
- Spawns up to 10 parallel sub-agents using Copilot CLI or Claude Code CLI
- Passes file context to each agent (full file, summary, or grep mode... | 2026-02-09T07:49:56 | https://www.reddit.com/r/LocalLLaMA/comments/1qzy8uu/project_mcp_orchestrator_turn_one_ai_agent_into_a/ | ask149 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzy8uu | false | null | t3_1qzy8uu | /r/LocalLLaMA/comments/1qzy8uu/project_mcp_orchestrator_turn_one_ai_agent_into_a/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': '88jqkvgzxTJBc4TYM4jn4XCRB9IztCW5FFI9kNs6dIA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/88jqkvgzxTJBc4TYM4jn4XCRB9IztCW5FFI9kNs6dIA.png?width=108&crop=smart&auto=webp&s=c94b8031343952f7a04b145da7aadbe49ccac715', 'width': 108}, {'height': 108, 'url': 'h... |
Built a cloud hosting service for OpenClaw with free LLM included - uses Llama 3.3 70B via OpenRouter | 0 | Hey everyone! I built a cloud hosting platform called AgentAir that spins up pre-configured OpenClaw instances with a free LLM already connected.
\*\*The LLM setup:\*\*
- Uses OpenRouter's free tier
- Default model: Llama 3.3 70B Instruct (free)
- Also supports DeepSeek R1 Distill 70B (free) and other free models
- No... | 2026-02-09T07:39:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qzy2pk/built_a_cloud_hosting_service_for_openclaw_with/ | 118fearless | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzy2pk | false | null | t3_1qzy2pk | /r/LocalLLaMA/comments/1qzy2pk/built_a_cloud_hosting_service_for_openclaw_with/ | false | false | self | 0 | null |
CLI AgenticAI prompt | 0 | System Prompt:
`You are an advanced autonomous reasoning agent designed to function as a highly capable software engineer, researcher, and end to end problem solver. Your purpose is not limited to explaining concepts or offering theoretical suggestions. You are responsible for delivering concrete, working, and verif... | 2026-02-09T07:34:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qzy02g/cli_agenticai_prompt/ | abubakkar_s | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzy02g | false | null | t3_1qzy02g | /r/LocalLLaMA/comments/1qzy02g/cli_agenticai_prompt/ | false | false | self | 0 | null |
Got a long night ahead of me | 0 | 2026-02-09T07:13:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qzxnch/got_a_long_night_ahead_of_me/ | top_k-- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzxnch | false | null | t3_1qzxnch | /r/LocalLLaMA/comments/1qzxnch/got_a_long_night_ahead_of_me/ | false | false | 0 | null | ||
Introducing Ciri: A "Fractal Swarm" Agent built from scratch with Google ADK by vibe coding | 0 | Hi fellow Agent devs! 👋
I've been working on an open-source project called \*\*\[Ciri\](https://github.com/valkryhx/google\_adk\_agent)\*\*, attempting to build a \*\*Fractal Swarm System\*\* using the Google ADK (Agent Development Kit).
Most multi-agent frameworks I've seen rely on hardcoded roles (e.g., a dedi... | 2026-02-09T07:10:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qzxlfs/introducing_ciri_a_fractal_swarm_agent_built_from/ | MassiveAd6123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzxlfs | false | null | t3_1qzxlfs | /r/LocalLLaMA/comments/1qzxlfs/introducing_ciri_a_fractal_swarm_agent_built_from/ | false | false | self | 0 | null |
Qwen3.5 dense and MoE support on llama.cpp | 53 | Spotted
[https://github.com/ggml-org/llama.cpp/releases/tag/b7973](https://github.com/ggml-org/llama.cpp/releases/tag/b7973) | 2026-02-09T07:02:39 | https://www.reddit.com/r/LocalLLaMA/comments/1qzxgxp/qwen35_dense_and_moe_support_on_llamacpp/ | Holiday_Purpose_3166 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzxgxp | false | null | t3_1qzxgxp | /r/LocalLLaMA/comments/1qzxgxp/qwen35_dense_and_moe_support_on_llamacpp/ | false | false | self | 53 | {'enabled': False, 'images': [{'id': '9mKPgDY5ZcL9BySJeU-xeV1mDXNsMhwweTdgsstvPtg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/9mKPgDY5ZcL9BySJeU-xeV1mDXNsMhwweTdgsstvPtg.png?width=108&crop=smart&auto=webp&s=d0f885790fb376ae1f10a6b6d455cc79b5b158a9', 'width': 108}, {'height': 108, 'url': 'h... |
Some times is the wrong time | 316 | 2026-02-09T07:01:13 | HumanDrone8721 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qzxfzr | false | null | t3_1qzxfzr | /r/LocalLLaMA/comments/1qzxfzr/some_times_is_the_wrong_time/ | false | false | 316 | {'enabled': True, 'images': [{'id': '-rnqPtAsIwcVxNtUKCuKdezNzyMcG1RxTIJHP2s-yw8', 'resolutions': [{'height': 139, 'url': 'https://preview.redd.it/7lcfomik3fig1.jpeg?width=108&crop=smart&auto=webp&s=5d129ab018de482039b0c1fd968984e0b88823da', 'width': 108}, {'height': 279, 'url': 'https://preview.redd.it/7lcfomik3fig1.j... | |||
I built Voxly – an open-source voice dictation app with AI cleanup (Tauri + Rust) | 0 | I do a lot of agentic coding and got tired of typing instructions across multiple projects. Speaking is faster, but most good dictation apps are Mac-only or behind a subscription. So I built my own.
What it does: Hold a hotkey, speak, release. Your words get transcribed, cleaned up by AI, and pasted into your acti... | 2026-02-09T06:38:56 | https://github.com/ibrahimshadev/dikt | RepresentativeAd2997 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qzx21z | false | null | t3_1qzx21z | /r/LocalLLaMA/comments/1qzx21z/i_built_voxly_an_opensource_voice_dictation_app/ | false | false | 0 | {'enabled': False, 'images': [{'id': '10yEfol6QGoxSmjAF_iVewYZVvnTRPJH6QVRe2MXps4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/10yEfol6QGoxSmjAF_iVewYZVvnTRPJH6QVRe2MXps4.png?width=108&crop=smart&auto=webp&s=f946766b7de18b05695ab7ebdc1b8c67ba94b495', 'width': 108}, {'height': 108, 'url': 'h... | |
ministral-3-3b is great model, give it a shot! | 76 | Recently I was experimenting the small models that can do tool calls effectively and can fit in 6GB Vram and I found ministral-3-3b.
Currently using it's instruct version with Q8 and it's accuracy to run tools written in skills md is generous.
I am curious about your use cases of this model | 2026-02-09T06:35:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qzwzqj/ministral33b_is_great_model_give_it_a_shot/ | FeiX7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzwzqj | false | null | t3_1qzwzqj | /r/LocalLLaMA/comments/1qzwzqj/ministral33b_is_great_model_give_it_a_shot/ | false | false | self | 76 | null |
Trainable System Router and Industry standard Dual Method Memory System Release | 4 | Another late night weekend update, I have finally pushed the second adition to the SOTA Grade Open Source Toolkit for Industry capabilites on your machine. This yet again, just lime rlhf and the inference optimizations, is aimed at again leveling the playing field and closing the artificially gated and created capabili... | 2026-02-09T06:28:46 | https://github.com/calisweetleaf/SOTA-Runtime-Core | daeron-blackFyr | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qzwvj6 | false | null | t3_1qzwvj6 | /r/LocalLLaMA/comments/1qzwvj6/trainable_system_router_and_industry_standard/ | false | false | 4 | {'enabled': False, 'images': [{'id': 'MZ1bQ8k89m7DOk17Lq1lfNswsIifwYmWOcpqLKDQHEY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MZ1bQ8k89m7DOk17Lq1lfNswsIifwYmWOcpqLKDQHEY.png?width=108&crop=smart&auto=webp&s=96280d33d3a3ca198a26977e0394999130847f25', 'width': 108}, {'height': 108, 'url': 'h... | |
Local-first “incident bundles” for agent failures (no hosted dashboards): one run → one portable file | 0 | Local/self-hosted folks: I’m testing something that matches the “keep data under my control” mindset.
When an agent run fails, a lot of workflows still depend on hosted dashboards or sharing links. But in self-hosted setups, what people want is a **portable artifact** they can inspect offline and share selectively.
I... | 2026-02-09T04:46:17 | https://www.reddit.com/r/LocalLLaMA/comments/1qzuxta/localfirst_incident_bundles_for_agent_failures_no/ | Additional_Fan_2588 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzuxta | false | null | t3_1qzuxta | /r/LocalLLaMA/comments/1qzuxta/localfirst_incident_bundles_for_agent_failures_no/ | false | false | self | 0 | null |
Phone calling for Ai agents | 0 | Hey everyone if you’re using clawdbot, you can now ask it to learn phone-calling skills(it will be by RINGEZ)
Once enabled, clawdbot gets access to a phone number along with 5 minutes of free calling from Ringez so you can test real voice interactions.
This feature is still in development, so I’d really appreciate it... | 2026-02-09T04:43:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qzuvse/phone_calling_for_ai_agents/ | Ok_Swordfish_3969 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzuvse | false | null | t3_1qzuvse | /r/LocalLLaMA/comments/1qzuvse/phone_calling_for_ai_agents/ | false | false | self | 0 | null |
1,000,000 Epstein Files in Text Format (<2 GB in 12 ZIPs) | 217 | People seemed to like this [post](https://www.reddit.com/r/LocalLLaMA/comments/1ozu5v4/20000_epstein_files_in_a_single_text_file/) from 3 months ago when the original Epstein Files were released, so I thought I would provide an update now that we have more files.
Over the past week, I've run Tesseract OCR on all the E... | 2026-02-09T04:36:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qzuqzj/1000000_epstein_files_in_text_format_2_gb_in_12/ | Lopsided_Stock_2293 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzuqzj | false | null | t3_1qzuqzj | /r/LocalLLaMA/comments/1qzuqzj/1000000_epstein_files_in_text_format_2_gb_in_12/ | false | false | self | 217 | null |
🎉 ClawBrain v0.1.10 - Give Your AI Agent a Memory That Actually Matters | 0 | 441+ downloads and growing. Tired of bots that forget everything after every restart?
I built ClawBrain because generic memory systems felt... empty. No personality. No context. No soul.
What Makes It Different?
🧠 Not Just Storage — Real Memory
Remembers user preferences, conversation history, interests
L... | 2026-02-09T04:06:28 | https://www.reddit.com/r/LocalLLaMA/comments/1qzu4i7/clawbrain_v0110_give_your_ai_agent_a_memory_that/ | PlayfulLingonberry73 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzu4i7 | false | null | t3_1qzu4i7 | /r/LocalLLaMA/comments/1qzu4i7/clawbrain_v0110_give_your_ai_agent_a_memory_that/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'IUHM4ctLZQorzkPuYJ4IkGSag8BtaIqZoyqL1L53KuM', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/IUHM4ctLZQorzkPuYJ4IkGSag8BtaIqZoyqL1L53KuM.jpeg?width=108&crop=smart&auto=webp&s=3c06c05fbfc6417cf2ed8eb973d76d70376c5051', 'width': 108}, {'height': 216, 'url': ... |
Question on setup and model suggestions | 1 | Hi all - new to running local models. I have a 5090 that is used primarily for work. I am considering running a local model for coding, knowing well that I won’t get the same output as say CC. I would like some suggestions on model for coding primarily. Can you folks with a similar GPU or the same share your setup and ... | 2026-02-09T03:42:32 | https://www.reddit.com/r/LocalLLaMA/comments/1qztmcy/question_on_setup_and_model_suggestions/ | No_Gap_4296 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qztmcy | false | null | t3_1qztmcy | /r/LocalLLaMA/comments/1qztmcy/question_on_setup_and_model_suggestions/ | false | false | self | 1 | null |
Stop trusting "the agent said it’s done": Adding deterministic verification to browser-use | 0 | I’ve been using `browser-use` for real tasks and keep running into the same failure mode:
The agent *finishes* and returns something that looks confident… but I can’t tell if it actually succeeded.
People often suggest “just verify with another vision model.” I tried that. It reduces obvious mistakes, but it’s still ... | 2026-02-09T03:30:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qztd5k/stop_trusting_the_agent_said_its_done_adding/ | Aggressive_Bed7113 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qztd5k | false | null | t3_1qztd5k | /r/LocalLLaMA/comments/1qztd5k/stop_trusting_the_agent_said_its_done_adding/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '6vwryVIbCky1pMwk8za0r7xXr4HZ0UEGXGIe2Ht38c0', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/6vwryVIbCky1pMwk8za0r7xXr4HZ0UEGXGIe2Ht38c0.jpeg?width=108&crop=smart&auto=webp&s=4d9ea3bc205f54ab03720db80a53f7f28618407d', 'width': 108}, {'height': 162, 'url': '... |
Cannot download Qwen3-Coder-Next Q8_K_XL - file 00001 only 5.7MB? | 0 | \## System
\- Ubuntu 24.04
\- 64GB RAM, 16GB VRAM (RX 7600 XT)
\- Trying to download \`unsloth/Qwen3-Coder-Next-GGUF\` UD-Q8\_K\_XL quantization
\## Problem
File \`UD-Q8\_K\_XL/Qwen3-Coder-Next-UD-Q8\_K\_XL-00001-of-00003.gguf\` downloads as only \*\*5.7MB\*\* instead of \~29GB.
Files 00002 and 00003 download cor... | 2026-02-09T03:16:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qzt2f8/cannot_download_qwen3codernext_q8_k_xl_file_00001/ | pot_sniffer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzt2f8 | false | null | t3_1qzt2f8 | /r/LocalLLaMA/comments/1qzt2f8/cannot_download_qwen3codernext_q8_k_xl_file_00001/ | false | false | self | 0 | null |
3 New Models for Marxist-Leninist Revolutionary Theory - T-34 Division Army | 61 | Comrades and comrades-to-be, we are proud to drop three new SFT-only models—built *strictly* on working-class data and prompts—into the field:
- [**Tankie-LFM2.5-1.2B-SFT-v1**](https://huggingface.co/WokeAI/Tankie-LFM2.5-1.2B-SFT-v1): LFM2.5 backbone, 4 epochs on the Tankie Dataset.
- [**Tankie-NB-3B-SFT-v1**](https:/... | 2026-02-09T03:04:56 | https://www.reddit.com/r/LocalLLaMA/comments/1qzstxq/3_new_models_for_marxistleninist_revolutionary/ | FizzarolliAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzstxq | false | null | t3_1qzstxq | /r/LocalLLaMA/comments/1qzstxq/3_new_models_for_marxistleninist_revolutionary/ | false | false | self | 61 | {'enabled': False, 'images': [{'id': 'HEADxOtnVXkXToZh1lNO3LM4F1wxAbJTcMc0fAoxGVc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HEADxOtnVXkXToZh1lNO3LM4F1wxAbJTcMc0fAoxGVc.png?width=108&crop=smart&auto=webp&s=fe36a7d2a597a128e4f91c34ef3f51889806ec77', 'width': 108}, {'height': 116, 'url': 'h... |
Is llama a good 4o replacement? | 0 | 4o is shutting down. I want to emulate the feel locally best I can.
I have a 5090. Is llama 3 the best 4o replacement or some other model, llama based or not? | 2026-02-09T02:54:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qzsm1x/is_llama_a_good_4o_replacement/ | FactoryReboot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzsm1x | false | null | t3_1qzsm1x | /r/LocalLLaMA/comments/1qzsm1x/is_llama_a_good_4o_replacement/ | false | false | self | 0 | null |
Tired of the 2s delay? I built an S2S Gateway that hits <550ms latency. | 1 | [removed] | 2026-02-09T02:41:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qzsc0z/tired_of_the_2s_delay_i_built_an_s2s_gateway_that/ | Current-Gur-7407 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzsc0z | false | null | t3_1qzsc0z | /r/LocalLLaMA/comments/1qzsc0z/tired_of_the_2s_delay_i_built_an_s2s_gateway_that/ | false | false | self | 1 | null |
StepFun is preparing a "bigger surprise" for Chinese New Year, and will also release Step-3.5-Flash-Base. | 79 | [https://huggingface.co/stepfun-ai/Step-3.5-Flash/discussions/21#698941a597b7256a083f94b6](https://huggingface.co/stepfun-ai/Step-3.5-Flash/discussions/21#698941a597b7256a083f94b6) | 2026-02-09T02:40:54 | MadPelmewka | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qzsbn9 | false | null | t3_1qzsbn9 | /r/LocalLLaMA/comments/1qzsbn9/stepfun_is_preparing_a_bigger_surprise_for/ | false | false | 79 | {'enabled': True, 'images': [{'id': 'LII_mymJlG-DL-Kufqy0NWt1b3SauQIB_Uzrln1obaY', 'resolutions': [{'height': 13, 'url': 'https://preview.redd.it/zytph079tdig1.png?width=108&crop=smart&auto=webp&s=c449938a568bc542bc71c34560dc1f74d59017cb', 'width': 108}, {'height': 26, 'url': 'https://preview.redd.it/zytph079tdig1.png?... | ||
Final Destination, Hallucination Station. (Opus 4.6 hallucinates | 13 | This is just some napkin math.
Hallucination is of course the biggest thing holding back agentics, and if it's not solved within the next 24 months this whole hype train is going to smash into the buffer stop.
Of course, local models lag behind by a wide margin, but even if we look at the SOTA (opus 4.6), it's still ... | 2026-02-09T02:26:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qzs0h9/final_destination_hallucination_station_opus_46/ | UnreasonableEconomy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzs0h9 | false | null | t3_1qzs0h9 | /r/LocalLLaMA/comments/1qzs0h9/final_destination_hallucination_station_opus_46/ | false | false | 13 | null | |
Are there any alternatives to Open WebUI that don't have terrible UX? | 5 | Configuring Open WebUI is a nightmare.
Even if you managed to add a tool server and got tools to show up in UI (which is comparable to completing dark brotherhood quest in Skyrim in complexity), you have to enable it every fucking time you start a new chat. | 2026-02-09T02:07:56 | https://www.reddit.com/r/LocalLLaMA/comments/1qzrn7g/are_there_any_alternatives_to_open_webui_that/ | lostmsu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzrn7g | false | null | t3_1qzrn7g | /r/LocalLLaMA/comments/1qzrn7g/are_there_any_alternatives_to_open_webui_that/ | false | false | self | 5 | null |
Are there any alternatives to Open WebUI that don't have terrible UX? | 44 | Configuring Open WebUI is a nightmare.
Even if you managed to add a tool server and got tools to show up in UI (which is comparable to completing dark brotherhood quest in Skyrim in complexity), you have to enable it every fucking time you start a new chat. | 2026-02-09T02:05:01 | https://www.reddit.com/r/LocalLLaMA/comments/1qzrl2g/are_there_any_alternatives_to_open_webui_that/ | lostmsu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzrl2g | false | null | t3_1qzrl2g | /r/LocalLLaMA/comments/1qzrl2g/are_there_any_alternatives_to_open_webui_that/ | false | false | self | 44 | null |
Open Source Agent Skills | 0 | Hey y'all, we've all seen the ramp in people giving agents access to their terminals and everything else, and while i'm sure most of you don't need this or have built these all yourselves, i've created some open source skill packages with autonomous overwatch to cover a lot of the different security and performance iss... | 2026-02-09T01:59:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qzrgly/open_source_agent_skills/ | EnvironmentalLow8531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzrgly | false | null | t3_1qzrgly | /r/LocalLLaMA/comments/1qzrgly/open_source_agent_skills/ | false | false | self | 0 | null |
trying to download Oobabooga | 0 | I downloaded Python 3.10.0, got the files directly from github, and when I click "one\_click.py", a command window pops up, then INSTANTLY vanishes. I dont know what im doing wrong... | 2026-02-09T01:52:04 | https://www.reddit.com/r/LocalLLaMA/comments/1qzrbf7/trying_to_download_oobabooga/ | Fair_Ad_8418 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzrbf7 | false | null | t3_1qzrbf7 | /r/LocalLLaMA/comments/1qzrbf7/trying_to_download_oobabooga/ | false | false | self | 0 | null |
I bought llm-dev.com. Thinking of building a minimal directory for "truly open" models. What features are missing in current leaderboards? | 1 | Hi everyone,
I've been lurking here for a while and noticed how fragmented the info is. I recently grabbed [llm-dev.com](http://llm-dev.com) and instead of just letting it sit, I want to build something useful for us.
I'm tired of cluttered leaderboards. I'm thinking of a simple, no-BS index specifically for loca... | 2026-02-09T01:47:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qzr81m/i_bought_llmdevcom_thinking_of_building_a_minimal/ | Aaron4SunnyRay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzr81m | false | null | t3_1qzr81m | /r/LocalLLaMA/comments/1qzr81m/i_bought_llmdevcom_thinking_of_building_a_minimal/ | false | false | self | 1 | null |
kokoro tts with timestamps? | 2 | been trying to make a pipeline with kokoro tts where i put in text i want it to speak and i get out audio + timestamps matched to the text i input but the best i got is hooking up a forced aligner to transcribe it and align the text to get timestamps out for each word and that's just not 100% accurate as sometimes it c... | 2026-02-09T01:26:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qzqtkk/kokoro_tts_with_timestamps/ | iqraatheman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzqtkk | false | null | t3_1qzqtkk | /r/LocalLLaMA/comments/1qzqtkk/kokoro_tts_with_timestamps/ | false | false | self | 2 | null |
DGX Spark For Security Research or Is a Mac Studio Better? | 1 | I've been looking into buying a DGX Spark to run local AI agents for privacy reasons. I generally use AI for helping me build out security tooling like C2 Agents, IOC detection and some AI security research (tweaking guardrails and reviewing alignment).
So, I'm currently looking at using Qwen3 Coder Next to help ... | 2026-02-09T01:13:17 | https://www.reddit.com/r/LocalLLaMA/comments/1qzqk6q/dgx_spark_for_security_research_or_is_a_mac/ | Kind_Giraffe_3279 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzqk6q | false | null | t3_1qzqk6q | /r/LocalLLaMA/comments/1qzqk6q/dgx_spark_for_security_research_or_is_a_mac/ | false | false | self | 1 | null |
Open Source Agent Skills | 1 | [removed] | 2026-02-09T01:12:46 | https://www.reddit.com/r/LocalLLaMA/comments/1qzqjs1/open_source_agent_skills/ | EnvironmentalLow8531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzqjs1 | false | null | t3_1qzqjs1 | /r/LocalLLaMA/comments/1qzqjs1/open_source_agent_skills/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'VoE8i2mwOhkRd9eOAK5xHXE_dEwE4VVVw6OI3ba7q80', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/VoE8i2mwOhkRd9eOAK5xHXE_dEwE4VVVw6OI3ba7q80.png?width=108&crop=smart&auto=webp&s=3dbe2fb6898ae1f558c9e0f61054584fe9fd822e', 'width': 108}, {'height': 112, 'url': 'h... |
Tutorial on Agentic Engine | 1 | I’ve been working on a short tutorial exploring agentic systems from first principles, starting not with planners or frameworks, but with the bare minimum that must exist before an "agent" can exist at all. We build a abstract review bot that review one of our own papers MedMCQA which recently got 1000 citations.
... | 2026-02-09T01:06:09 | https://pori.vanangamudi.org/posts/agent-engine-tutorial.html | paarulakan | pori.vanangamudi.org | 1970-01-01T00:00:00 | 0 | {} | 1qzqf0f | false | null | t3_1qzqf0f | /r/LocalLLaMA/comments/1qzqf0f/tutorial_on_agentic_engine/ | false | false | default | 1 | null |
I built a fully automated bilingual AI research tracker using DeepSeek-V3 to filter HF/GitHub noise | 1 | [removed] | 2026-02-09T01:01:11 | https://daily-paper-bot.com/ | lifatsas | daily-paper-bot.com | 1970-01-01T00:00:00 | 0 | {} | 1qzqbco | false | null | t3_1qzqbco | /r/LocalLLaMA/comments/1qzqbco/i_built_a_fully_automated_bilingual_ai_research/ | false | false | default | 1 | null |
Whats the best local conversation agent ai? | 2 | Im talking about ai you can talk back and forth with using your voice like what chatgpt and various commercial ai have. Whats the closest thing we have to that locally thats actually good and works as intended?
I want to try it for gaming and board games. Also im not sure if this goes here or not? | 2026-02-09T00:56:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qzq7os/whats_the_best_local_conversation_agent_ai/ | Upstairs_Standard542 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzq7os | false | null | t3_1qzq7os | /r/LocalLLaMA/comments/1qzq7os/whats_the_best_local_conversation_agent_ai/ | false | false | self | 2 | null |
Lekh AI v2.0 is out – Big offline AI update, Better memory and llama GGUF models support. Mac app coming next week. | 15 | Hey everyone
I’m the solo developer behind **Lekh AI**, an on-device AI app for iPhone & iPad. I just shipped **v2.0**, and this release is focused on making local models more flexible, faster, and more reliable.
**Quick recap:** Lekh AI runs LLMs, vision, image generation, and voice **entirely on-device**. No cloud.... | 2026-02-09T00:51:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qzq3z8/lekh_ai_v20_is_out_big_offline_ai_update_better/ | Living_Commercial_10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzq3z8 | false | null | t3_1qzq3z8 | /r/LocalLLaMA/comments/1qzq3z8/lekh_ai_v20_is_out_big_offline_ai_update_better/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'LdRC82keMpX2DQZ9sqFzMkGLh9IKjOufUwXmXUzXAg0', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/LdRC82keMpX2DQZ9sqFzMkGLh9IKjOufUwXmXUzXAg0.jpeg?width=108&crop=smart&auto=webp&s=6bba032682a5961d1946d29801081caf07703778', 'width': 108}, {'height': 113, 'url': '... |
Any multilingual realtime transcription models that also support speaker diarization? | 1 | Lately I've been taking a look at transcription models for work. The requirements are:
\- realtime
\- multilingual (ideally English and Malay)
\- speaker diarization
The vast majority of models I've found support 2/3 of my requirements. VibeVoice-ASR does multilingual transcription + diarization really well, but... | 2026-02-09T00:46:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qzq060/any_multilingual_realtime_transcription_models/ | MycoX2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzq060 | false | null | t3_1qzq060 | /r/LocalLLaMA/comments/1qzq060/any_multilingual_realtime_transcription_models/ | false | false | self | 1 | null |
I am trying to build a Latent Reasoner and would like some critique | 0 | [https://github.com/MatthewLacerda2/TinyRefinementModel](https://github.com/MatthewLacerda2/TinyRefinementModel)
I wanted to achieve a 'latent space reasoning model'. We encode the inputs into latente space, train the model to predict how much reasoning the task will need, add noise during reasoning so the model learn... | 2026-02-09T00:38:00 | https://www.reddit.com/r/LocalLLaMA/comments/1qzptyb/i_am_trying_to_build_a_latent_reasoner_and_would/ | Specific-Welder3120 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzptyb | false | null | t3_1qzptyb | /r/LocalLLaMA/comments/1qzptyb/i_am_trying_to_build_a_latent_reasoner_and_would/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'H4IiwagLdDvl4wrdXUQ9nl1NqciQA_N-usxdVSG0erQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/H4IiwagLdDvl4wrdXUQ9nl1NqciQA_N-usxdVSG0erQ.png?width=108&crop=smart&auto=webp&s=f2715eeb5543317512c66da74934e2df0c6bfa46', 'width': 108}, {'height': 108, 'url': 'h... |
Qwen3.5 Support Merged in llama.cpp | 235 | 2026-02-09T00:32:33 | https://github.com/ggml-org/llama.cpp/pull/19435 | TKGaming_11 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qzppr7 | false | null | t3_1qzppr7 | /r/LocalLLaMA/comments/1qzppr7/qwen35_support_merged_in_llamacpp/ | false | false | 235 | {'enabled': False, 'images': [{'id': 'LP9lWJIkvOFwEJy7i2edxqBM2iBmROue3pUEdiXyxYg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/LP9lWJIkvOFwEJy7i2edxqBM2iBmROue3pUEdiXyxYg.png?width=108&crop=smart&auto=webp&s=97b9a19299baf71c2595f1d46f394359d66e8f0f', 'width': 108}, {'height': 108, 'url': 'h... | ||
MiniMax M2.2 Coming Soon! | 77 | It found on their website code
https://preview.redd.it/cj2as13ttcig1.png?width=825&format=png&auto=webp&s=9492b73dd14c581e30b35a5e64062f4ac7356a3f
[https://cdn.hailuo.ai/mmx-agent/prod-web-va-0.1.746/\_next/static/chunks/app/(pages)/(base)/page-0cfae9566c3e528b.js](https://cdn.hailuo.ai/mmx-agent/prod-web-va-0.1.746/... | 2026-02-08T23:22:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qzo77z/minimax_m22_coming_soon/ | External_Mood4719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzo77z | false | null | t3_1qzo77z | /r/LocalLLaMA/comments/1qzo77z/minimax_m22_coming_soon/ | false | false | 77 | null | |
Open source secure multi-tenant AI agent platform - zero knowledge vault, isolated containers | 0 | Built a multi-tenant layer for OpenClaw with one-click onboarding. Each user gets isolated Docker containers, encrypted vault (AES-256-GCM, Argon2id), and OAuth integrations. Self-hostable. [github.com/jomafilms/openclaw-multitenant](http://github.com/jomafilms/openclaw-multitenant) | 2026-02-08T23:19:36 | https://www.reddit.com/r/LocalLLaMA/comments/1qzo4we/open_source_secure_multitenant_ai_agent_platform/ | lenna-111 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzo4we | false | null | t3_1qzo4we | /r/LocalLLaMA/comments/1qzo4we/open_source_secure_multitenant_ai_agent_platform/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'IAlDln6EVomTK5R1nNIoWlvShPGrC5QHN5a21u6XwFo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/IAlDln6EVomTK5R1nNIoWlvShPGrC5QHN5a21u6XwFo.png?width=108&crop=smart&auto=webp&s=fdb5a5fa55caef888b5c20674d4a06b2c36b93d5', 'width': 108}, {'height': 108, 'url': 'h... |
Madlab OSS Finetuning | 4 | Hey there, i just released Madlab Finetuning v0.5.0. Enjoy multi-os GUI finetuning [https://github.com/Archimedes1618/Madlab/releases/tag/v0.5.0](https://github.com/Archimedes1618/Madlab/releases/tag/v0.5.0)
Happy to hear your feedback and i hope you dont mind the "self-promotion" of something free :)
https://preview... | 2026-02-08T23:11:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qznyfj/madlab_oss_finetuning/ | Archimedes9876 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qznyfj | false | null | t3_1qznyfj | /r/LocalLLaMA/comments/1qznyfj/madlab_oss_finetuning/ | false | false | 4 | null | |
Comparing the same model with reasoning turned on and off | 20 | I'm preparing to use Nemotron-3-30B to analyze a huge personal file (close to 1M tokens), and thought I might turn off reasoning so it doesn't go schizo over the sheer amount of content. But I was curious what turning off reasoning would do, so I went looking for benchmarks.
There seems to be very few benchmarks compa... | 2026-02-08T23:00:51 | https://www.reddit.com/r/LocalLLaMA/comments/1qznps2/comparing_the_same_model_with_reasoning_turned_on/ | dtdisapointingresult | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qznps2 | false | null | t3_1qznps2 | /r/LocalLLaMA/comments/1qznps2/comparing_the_same_model_with_reasoning_turned_on/ | false | false | self | 20 | null |
Qwen3 tts + LM Studio? | 0 | How do I use qwen3 tts with LM studio? I can't seem to find a way to use this specific tts, or my brain can't handle complex set up, please send help 😭 | 2026-02-08T22:48:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qznfh3/qwen3_tts_lm_studio/ | Plastic_Care8170 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qznfh3 | false | null | t3_1qznfh3 | /r/LocalLLaMA/comments/1qznfh3/qwen3_tts_lm_studio/ | false | false | self | 0 | null |
How do devs secure their notebooks? | 3 | Hi guys,
How do devs typically secure/monitor the hygiene of their notebooks?
I scanned about 5000 random notebooks on GitHub and ended up finding almost 30 aws/oai/hf/google keys (frankly, they were inactive, but still).
https://preview.redd.it/h4310zd7lcig1.png?width=1082&format=png&auto=webp&s=3d8a977ff23623238... | 2026-02-08T22:38:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qzn6mm/how_do_devs_secure_their_notebooks/ | arsbrazh12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzn6mm | false | null | t3_1qzn6mm | /r/LocalLLaMA/comments/1qzn6mm/how_do_devs_secure_their_notebooks/ | false | false | 3 | null | |
Getting better output with Aider + qwen3-coder:30b | 1 | I've been trying these tool for the first time the past couple of days and I feel like they're a complete waste of time right now. Runs relatively slow on my 5070ti (16gb) and often produces code which is syntactically correct but won't actually implement the explained feature. I end up implementing myself. What docs s... | 2026-02-08T22:36:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qzn4z6/getting_better_output_with_aider_qwen3coder30b/ | Alarmed-Concern-7531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzn4z6 | false | null | t3_1qzn4z6 | /r/LocalLLaMA/comments/1qzn4z6/getting_better_output_with_aider_qwen3coder30b/ | false | false | self | 1 | null |
I truly solved the LLM "losing memory" problem. | 0 | I call it the LBM: Living Brain Memory for your LLM.
New way: everything that's important for your project is stored in Supabase (or any easily accessible DB of your choice).
Your LLM gets initial set of instructions that it follows at the beginning of EVERY new CONVERSATION: query your LBM and pull whatever you need... | 2026-02-08T22:01:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qzm9zl/i_truly_solved_the_llm_losing_memory_problem/ | DavidM_Cinema | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzm9zl | false | null | t3_1qzm9zl | /r/LocalLLaMA/comments/1qzm9zl/i_truly_solved_the_llm_losing_memory_problem/ | false | false | 0 | null | |
I built an open-source Agentic RAG system with Ollama support — chat with your documents locally | 0 | Hey everyone! I'm sharing a project I've been working on: **Agentic RAG**, an open-source document assistant that works with Ollama for fully local inference — no data leaves your machine.
Upload your documents (PDF, Word, CSV, Excel, JSON, Markdown) and have a natural conversation with an AI that retrieves and analyz... | 2026-02-08T21:56:41 | https://www.reddit.com/r/LocalLLaMA/comments/1qzm5k7/i_built_an_opensource_agentic_rag_system_with/ | Due_Caterpillar_9578 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzm5k7 | false | null | t3_1qzm5k7 | /r/LocalLLaMA/comments/1qzm5k7/i_built_an_opensource_agentic_rag_system_with/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'nJjcE-AOdDYYBfc2f7wEsX60aJoCRhwKw_-9O26DGxQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/nJjcE-AOdDYYBfc2f7wEsX60aJoCRhwKw_-9O26DGxQ.png?width=108&crop=smart&auto=webp&s=5cce664e3b568fb6011dd9b87d6b81ef1e81e596', 'width': 108}, {'height': 108, 'url': 'h... |
arXiv at Home - a self-hosted search engine for arXiv papers | 21 | 2026-02-08T21:37:30 | https://github.com/mrapplexz/arxiv-at-home | mrAppleXZ | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qzlo6a | false | null | t3_1qzlo6a | /r/LocalLLaMA/comments/1qzlo6a/arxiv_at_home_a_selfhosted_search_engine_for/ | false | false | 21 | {'enabled': False, 'images': [{'id': 'GByuthZvqw-sh4cUy1TLMJvthzS18fOPWRRPk2rkWTU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GByuthZvqw-sh4cUy1TLMJvthzS18fOPWRRPk2rkWTU.png?width=108&crop=smart&auto=webp&s=0777a25dc55340560e1a702419fae70d0836fe17', 'width': 108}, {'height': 108, 'url': 'h... | ||
Voxtral Mini 4B Realtime running in the browser | 19 | Hello! Earlier this week Mistral released:
[https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602](https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602)
Last time I ported a TTS model to Rust using candle, this time I ported an ASR model to Rust with burn.
I was able to lean on the wgpu backend to... | 2026-02-08T21:36:39 | https://github.com/TrevorS/voxtral-mini-realtime-rs | adefa | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qzlndr | false | null | t3_1qzlndr | /r/LocalLLaMA/comments/1qzlndr/voxtral_mini_4b_realtime_running_in_the_browser/ | false | false | 19 | {'enabled': False, 'images': [{'id': 'E0FOxSrZ-_liwWhCMBiHvDA1XDcfXFbzFIQIlW48qxQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/E0FOxSrZ-_liwWhCMBiHvDA1XDcfXFbzFIQIlW48qxQ.png?width=108&crop=smart&auto=webp&s=daf85e0e4dfdc6bc40f6bae54dfd5a5020096fa2', 'width': 108}, {'height': 108, 'url': 'h... | |
Aero GPT | 0 | Documentation log for a locally deployed Manufacturing engineering assistant.
Hardware - 1 RTX6000 Pro / Instance (say we deploy 10 assistants : each would be allocated up to 96GB VRAM / Rtx 6000 Pro
Goal - ingest a part specific requirements list, fetch industry specifications - generate a technical requirements r... | 2026-02-08T21:32:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qzljgz/aero_gpt/ | Willing_Potato7661 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzljgz | false | null | t3_1qzljgz | /r/LocalLLaMA/comments/1qzljgz/aero_gpt/ | false | false | self | 0 | null |
Built an open-source scanner that finds every AI model, agent, and API hiding in your infra — including local Ollama instances | 0 | If you're like me, you've got Ollama running on one machine, vLLM on another, maybe some HuggingFace containers somewhere, plus a few OpenAI API calls you forgot about in that one script...
I built \*\*ai-bom\*\* to answer a simple question: \*\*what AI is actually running in my environment?\*\*
It's a single CLI tha... | 2026-02-08T21:12:44 | https://www.reddit.com/r/LocalLLaMA/comments/1qzl0q6/built_an_opensource_scanner_that_finds_every_ai/ | eliadkid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzl0q6 | false | null | t3_1qzl0q6 | /r/LocalLLaMA/comments/1qzl0q6/built_an_opensource_scanner_that_finds_every_ai/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'LOlGb3DRoaQfhg9G9-GeN6qlxzGHB0X9U2R1LGIih6w', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/LOlGb3DRoaQfhg9G9-GeN6qlxzGHB0X9U2R1LGIih6w.png?width=108&crop=smart&auto=webp&s=06d9a3c0b3fc27ff8c6c1e7ff969207f39e81bb8', 'width': 108}, {'height': 108, 'url': 'h... |
What do you think is the best AI model right now? (February 2026) | 1 | [removed] | 2026-02-08T20:22:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qzjp8g/what_do_you_think_is_the_best_ai_model_right_now/ | TheCoffinOfAndy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzjp8g | false | null | t3_1qzjp8g | /r/LocalLLaMA/comments/1qzjp8g/what_do_you_think_is_the_best_ai_model_right_now/ | false | false | self | 1 | null |
got tired of wiring up apis for agent swarms so i wrote a p2p network stack instead | 1 | [removed] | 2026-02-08T20:19:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qzjmhb/got_tired_of_wiring_up_apis_for_agent_swarms_so_i/ | BiggieCheeseFan88 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzjmhb | false | null | t3_1qzjmhb | /r/LocalLLaMA/comments/1qzjmhb/got_tired_of_wiring_up_apis_for_agent_swarms_so_i/ | false | false | self | 1 | null |
We open-sourced a protocol for AI prompt management (PLP) - looking for feedback | 0 | We kept running into the same problem: prompts scattered across codebases, no versioning, needing full redeploys just to change a system prompt.
So we built PLP - a dead-simple open protocol (3 REST endpoints) for managing prompts separately from your app code. JS and Python SDKs available.
GitHub: [https://github.co... | 2026-02-08T20:17:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qzjkov/we_opensourced_a_protocol_for_ai_prompt/ | Proud_Salad_8433 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzjkov | false | null | t3_1qzjkov | /r/LocalLLaMA/comments/1qzjkov/we_opensourced_a_protocol_for_ai_prompt/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'SI2pACCI3hCJ4XGtVvbQsIyRjcoFig08e3s4MjiYsyI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SI2pACCI3hCJ4XGtVvbQsIyRjcoFig08e3s4MjiYsyI.png?width=108&crop=smart&auto=webp&s=1ad7e79fffc8a890503a1f52e9da7b501202171f', 'width': 108}, {'height': 108, 'url': 'h... |
I built a rough .gguf LLM visualizer | 665 | I hacked together a small tool that lets you upload a .gguf file and visualize its internals in a 3D-ish way (layers / neurons / connections). The original goal was just to see what’s inside these models instead of treating them like a black box.
That said, my version is pretty rough, and I’m very aware that someone ... | 2026-02-08T20:08:31 | https://www.reddit.com/gallery/1qzjbw2 | sultan_papagani | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qzjbw2 | false | null | t3_1qzjbw2 | /r/LocalLLaMA/comments/1qzjbw2/i_built_a_rough_gguf_llm_visualizer/ | false | false | 665 | null | |
How to Prompt Caching with llama.cpp? | 5 | Doesnt work? qwen3 next says forcing use of SWA full redoing prompt processing ?
./llama-server \
--slot-save-path slot
--cache-prompt
--lookup-cache-dynamic lookup | 2026-02-08T19:50:01 | https://www.reddit.com/r/LocalLLaMA/comments/1qzitx1/how_to_prompt_caching_with_llamacpp/ | ClimateBoss | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzitx1 | false | null | t3_1qzitx1 | /r/LocalLLaMA/comments/1qzitx1/how_to_prompt_caching_with_llamacpp/ | false | false | self | 5 | null |
Will adding a 5090 to multiple 3090s speed up PP? Experienced folks only | 0 | I can speculate, but I want someone that has actually experience or/and can experiment. Will adding a 5090 to say 4x3090s speed up PP? An extra GPU always helps, but I'm wondering with the 5090 being almost 3x the speed of 3090. If I add one and make it the main GPU and using kvu with llama.cpp if I'll be seeing pe... | 2026-02-08T19:44:12 | https://www.reddit.com/r/LocalLLaMA/comments/1qzioed/will_adding_a_5090_to_multiple_3090s_speed_up_pp/ | segmond | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzioed | false | null | t3_1qzioed | /r/LocalLLaMA/comments/1qzioed/will_adding_a_5090_to_multiple_3090s_speed_up_pp/ | false | false | self | 0 | null |
Local-first content-aware (images + documents) file organization | 2 | I'm the developer of AI File Sorter (version 1.6.1 is now available!), a cross-platform desktop app that uses Local LLMs to organize files based on their content. The app analyzes images and documents by content and suggests names and folders for them. Other files are also organized, but not by content.
Document conte... | 2026-02-08T19:43:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qzinin/localfirst_contentaware_images_documents_file/ | ph0tone | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzinin | false | null | t3_1qzinin | /r/LocalLLaMA/comments/1qzinin/localfirst_contentaware_images_documents_file/ | false | false | 2 | null | |
TranslateGemma is now available in KernelAI as an extended feature. 55+ language translations locally in your device | 21 | 👋🏻 Hey folks
Google DeepMind recently launched TranslateGemma, a new set of highly efficient open translation models, and you can now use it directly inside kernelAI. Built on Gemma 3, it supports 55 languages and delivers surprisingly strong results with smaller, faster models, making high-quality multilingual tran... | 2026-02-08T19:41:38 | https://www.reddit.com/gallery/1qzily8 | Better_Comment_7749 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qzily8 | false | null | t3_1qzily8 | /r/LocalLLaMA/comments/1qzily8/translategemma_is_now_available_in_kernelai_as_an/ | false | false | 21 | null | |
My model is better than yours | 0 | Yeah,you probably read the title and you thought that I'm trying to hype some model but it's not about this.
Lately,I found that some comments hypes the models so much that it doesn't lead to actual beneficial discussions.
Yes we know GPT-OSS has a lot of false positives of identifying what are you actually asking,bu... | 2026-02-08T19:31:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qzic3t/my_model_is_better_than_yours/ | perfect-finetune | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzic3t | false | null | t3_1qzic3t | /r/LocalLLaMA/comments/1qzic3t/my_model_is_better_than_yours/ | false | false | self | 0 | null |
Open vs closed on hard neuroscience/BCI eval: LLaMA-70B ≈ frontier; Qwen MoE pulls ahead | 8 | We just released v1 of a domain-specific neuroscience/BCI multiple-choice eval (500 questions).
A few things surprised us enough to share:
* Eval generated in a single pass under strict constraints (no human review, no regeneration, no polishing).
* Despite that, frontier models cluster very tightly around 88%,... | 2026-02-08T19:27:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qzi83b/open_vs_closed_on_hard_neurosciencebci_eval/ | TrueRunAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzi83b | false | null | t3_1qzi83b | /r/LocalLLaMA/comments/1qzi83b/open_vs_closed_on_hard_neurosciencebci_eval/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'M5s38tf1fUllbx5yCPXuG-ZSJls2LELU9J33p8QbOhA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/M5s38tf1fUllbx5yCPXuG-ZSJls2LELU9J33p8QbOhA.png?width=108&crop=smart&auto=webp&s=d062e8b78f130cfd9b803832cafd814b8f2183f7', 'width': 108}, {'height': 116, 'url': 'h... |
Strix Halo Distributed Cluster (2x Strix Halo, RDMA RoCE v2) benchmarks by kyuz0 | 41 | kyuz0 has been a godsend to the Strix Halo community, they can't be thanked enough!
For their latest escapade, they have built a two-node **AMD Strix Halo** cluster linked via **Intel E810 (RoCE v2)** for distributed vLLM inference using Tensor Parallelism.
Here are some benchmarks-
[https://kyuz0.github.io/amd-str... | 2026-02-08T19:16:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qzhxd0/strix_halo_distributed_cluster_2x_strix_halo_rdma/ | Relevant-Audience441 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzhxd0 | false | null | t3_1qzhxd0 | /r/LocalLLaMA/comments/1qzhxd0/strix_halo_distributed_cluster_2x_strix_halo_rdma/ | false | false | self | 41 | null |
Picobot: a tiny self-hosted "OpenClaw" (10MB binary, ~20MB RAM) you can chat with over Telegram | 0 | I like the idea of "OpenClaw" but most of them feel way too heavy for what I actually want:
something small that runs on cheap hardware and just quietly helps me via chat.
So I hacked together a small side project called **Picobot**:
* Single Go binary (\~10MB)
* \~20MB RAM usage, starts in milliseconds
* Runs on a... | 2026-02-08T19:15:23 | louisho5 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qzhwfr | false | null | t3_1qzhwfr | /r/LocalLLaMA/comments/1qzhwfr/picobot_a_tiny_selfhosted_openclaw_10mb_binary/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'pyqc09tn1big1', 'resolutions': [{'height': 59, 'url': 'https://preview.redd.it/pyqc09tn1big1.png?width=108&crop=smart&auto=webp&s=42b089b26861460af84c98798c141a33a12eb71a', 'width': 108}, {'height': 118, 'url': 'https://preview.redd.it/pyqc09tn1big1.png?width=216&crop=smart&auto=web... | ||
Have Anyone Successfully Run the New MiniCPM-o-4_5-gguf? | 1 | Hi,
I saw yesterdary Openbmb adding this new model to HF. Link: [https://huggingface.co/openbmb/MiniCPM-o-4\_5-gguf](https://huggingface.co/openbmb/MiniCPM-o-4_5-gguf)
It's an omni model that comes with vision and audio adaptors.
I am wondering if anyone have successfully run it locally, and if so, how did you ... | 2026-02-08T19:09:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qzhqsu/have_anyone_successfully_run_the_new_minicpmo4/ | Iory1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzhqsu | false | null | t3_1qzhqsu | /r/LocalLLaMA/comments/1qzhqsu/have_anyone_successfully_run_the_new_minicpmo4/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'dBWT08sb39qcHPJdpxQt3wZougI0yIGEygcKf1y3-2I', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/dBWT08sb39qcHPJdpxQt3wZougI0yIGEygcKf1y3-2I.png?width=108&crop=smart&auto=webp&s=a2599b6f543290acd13826a385da63a01d217ea5', 'width': 108}, {'height': 116, 'url': 'h... |
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