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Deepseek R1, 64GBRam + 32GB VRAM | 0 | it works. Slowly of course, due to heavy disk Off-loading. but the system is stable.
Used this mainly as a test, as the 4th module (16GB) is a little off (it is slower than the others). | 2026-02-08T19:03:54 | Responsible-Stock462 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qzhl8r | false | null | t3_1qzhl8r | /r/LocalLLaMA/comments/1qzhl8r/deepseek_r1_64gbram_32gb_vram/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'dzlexslqjbig1', 'resolutions': [{'height': 192, 'url': 'https://preview.redd.it/dzlexslqjbig1.jpeg?width=108&crop=smart&auto=webp&s=e200670615fa1b030c8dcc543c577c00ad4a2ce2', 'width': 108}, {'height': 384, 'url': 'https://preview.redd.it/dzlexslqjbig1.jpeg?width=216&crop=smart&auto=... | ||
Is it possible to run ragas or deepeval on a consumer-grade GPU? | 1 | I've been trying to run both RAG evaluation frameworks on my 6GB VRAM through their \`evaluate\` method with a small LLM and a small embedding model, on a single test and on any of the common metrics (contextual relevancy, faithfulness, answer relevancy, contextual recall).
While the code compiles and executes, it's l... | 2026-02-08T18:47:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qzh4nk/is_it_possible_to_run_ragas_or_deepeval_on_a/ | EquivalentGood6455 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzh4nk | false | null | t3_1qzh4nk | /r/LocalLLaMA/comments/1qzh4nk/is_it_possible_to_run_ragas_or_deepeval_on_a/ | false | false | self | 1 | null |
pwilkin is doing things | 70 | 2026-02-08T18:38:34 | https://github.com/ggml-org/llama.cpp/pull/19435 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qzgvyh | false | null | t3_1qzgvyh | /r/LocalLLaMA/comments/1qzgvyh/pwilkin_is_doing_things/ | false | false | 70 | {'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... | ||
Quick Demo For OperatorKit | 0 | Built OperatorKit to explore what happens when AI runs locally and execution requires authorization before actions occur.
Curious what this community thinks about treating the phone as sovereign compute.
Opening a small TestFlight group for builders who want early access. | 2026-02-08T18:24:19 | https://v.redd.it/9jnz6ho89big1 | Comprehensive_Help71 | /r/LocalLLaMA/comments/1qzghtn/quick_demo_for_operatorkit/ | 1970-01-01T00:00:00 | 0 | {} | 1qzghtn | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/9jnz6ho89big1/DASHPlaylist.mpd?a=1773296668%2CYTI1YWI3OTcwODNjZDcyMTczMzIzODIxMmI4ODU4NzBhZTVjMjQ4MWM0N2VkYTFlYjMzYzgyYjYyNmE3NTZhMg%3D%3D&v=1&f=sd', 'duration': 463, 'fallback_url': 'https://v.redd.it/9jnz6ho89big1/CMAF_1080.mp4?source=fallback', '... | t3_1qzghtn | /r/LocalLLaMA/comments/1qzghtn/quick_demo_for_operatorkit/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'NzFydXM1YTg5YmlnMW3EKtER_oGn2HhhbP3t5QMyZw44-615QpuEN0hNjkom', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/NzFydXM1YTg5YmlnMW3EKtER_oGn2HhhbP3t5QMyZw44-615QpuEN0hNjkom.png?width=108&crop=smart&format=pjpg&auto=webp&s=99ad8ac9088c04d39fdf712160192ad53c35... | |
Mamba precision loss after quantization | 9 | I noticed that almost all models that uses Mamba layers (which are hybrid models,some layers are transformers and most are mamba) especially Mamba-2 suffer from severe degradation of accuracy even at Q8 which is actually strange, are mamba layers more sensitive to quantizations or our current techniques for quantizatio... | 2026-02-08T18:21:40 | https://www.reddit.com/r/LocalLLaMA/comments/1qzgf7x/mamba_precision_loss_after_quantization/ | perfect-finetune | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzgf7x | false | null | t3_1qzgf7x | /r/LocalLLaMA/comments/1qzgf7x/mamba_precision_loss_after_quantization/ | false | false | self | 9 | null |
Is Poe safe for proprietary prompts and docs? (Non-dev feedback on Financial AI) | 0 | Hi,
I’m not a developer, but I’ve spent weeks fine-tuning a **financial agent** (**Marketbone-Pro**) using a back-and-forth workflow between Gemini and ChatGPT to optimize **LLM logic** and operational costs.
It’s now running on **Gemini Flash** via Poe, and it’s incredibly lean. However, as I'm looking into **AI dat... | 2026-02-08T18:17:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qzgaxx/is_poe_safe_for_proprietary_prompts_and_docs/ | SamLeCoyote_Fix_1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzgaxx | false | null | t3_1qzgaxx | /r/LocalLLaMA/comments/1qzgaxx/is_poe_safe_for_proprietary_prompts_and_docs/ | false | false | self | 0 | null |
30 days using an uncensored, audited LLM for pentesting - technical breakdown of what worked | 0 | \*\*Background:\*\*
Our red team has been testing Pingu Unchained (pingu.audn.ai) for professional behavioural AI over the past month to conduct https://www.kaggle.com/competitions/openai-gpt-oss-20b-red-teaming . Since this community discusses uncensored models frequently, figured I'd share the technical details of w... | 2026-02-08T18:09:44 | https://www.reddit.com/r/LocalLLaMA/comments/1qzg3gb/30_days_using_an_uncensored_audited_llm_for/ | ozgurozkan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzg3gb | false | null | t3_1qzg3gb | /r/LocalLLaMA/comments/1qzg3gb/30_days_using_an_uncensored_audited_llm_for/ | false | false | self | 0 | null |
"AI PC" owners: Is anyone actually using their NPU for more than background blur? (Troubleshooting + ROI Discussion) | 0 | Hey everyone,
I recently upgraded to an x86 "AI PC" (Intel Core Ultra / AMD Ryzen AI), primarily excited about the dedicated NPU for local AI workloads. However, after a few weeks, I’m feeling like I bought a race car that’s stuck in a school zone.
**The Problem:** My NPU usage in Task Manager stays at basically 0% f... | 2026-02-08T18:06:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qzg093/ai_pc_owners_is_anyone_actually_using_their_npu/ | WhileKidsSleeping | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzg093 | false | null | t3_1qzg093 | /r/LocalLLaMA/comments/1qzg093/ai_pc_owners_is_anyone_actually_using_their_npu/ | false | false | self | 0 | null |
Newb seeking help on hardware | 3 | Ladies and gents,
Thanks for the informative nuggets so far. Though I have to say my use case is not the typical image and video generation. I need to build a local LLM to process a large number of documents that are sensitive (think contracts). I will also need the model to go and do research online. However, I would... | 2026-02-08T18:00:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qzfu6t/newb_seeking_help_on_hardware/ | chickensoup2day | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzfu6t | false | null | t3_1qzfu6t | /r/LocalLLaMA/comments/1qzfu6t/newb_seeking_help_on_hardware/ | false | false | self | 3 | null |
I vibe-coded a web version of Worms World Party using Claude Code in a few hours | 0 | As a child (and also here and there as an adult), I really enjoyed the Worms World Party PC game, where two groups of animated worms fight against each other.
Within a few hours today of vibe coding using Claude Code, I generated a web version of the game. It is far from the quality of the original, but it's just craz... | 2026-02-08T17:54:25 | https://v.redd.it/gmhc2vya7big1 | Nir777 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qzfobo | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/gmhc2vya7big1/DASHPlaylist.mpd?a=1773165280%2CMWZkOGJkMzVmNDllOTEwODQyMTZkMWU0ZjdmYmNjZGRjZjBiYzQyMGI2ZmNlNWUyMWM0MThiZDNiMTE3MTc0Mw%3D%3D&v=1&f=sd', 'duration': 60, 'fallback_url': 'https://v.redd.it/gmhc2vya7big1/CMAF_720.mp4?source=fallback', 'ha... | t3_1qzfobo | /r/LocalLLaMA/comments/1qzfobo/i_vibecoded_a_web_version_of_worms_world_party/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'aXQ3c2F4eWE3YmlnMderOmusuO7i4920f3m3s67Lm8r0wsRJnL8SHG33tcS0', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/aXQ3c2F4eWE3YmlnMderOmusuO7i4920f3m3s67Lm8r0wsRJnL8SHG33tcS0.png?width=108&crop=smart&format=pjpg&auto=webp&s=09d2efbf28005f2fd506b2675021e1db341c3... | |
I built a site that shows what models your GPU can actually run | 29 | I wanted to start playing around with some LLaMA models with my 9070 XT, but wasn't really sure which models would be within the scope of my card. So I built [WhatModelsCanIRun.com](https://WhatModelsCanIRun.com) to help me and others get started.
**How it works:**
\- Pick your GPU, and it shows models that fit, bar... | 2026-02-08T17:50:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qzfke4/i_built_a_site_that_shows_what_models_your_gpu/ | tim610 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzfke4 | false | null | t3_1qzfke4 | /r/LocalLLaMA/comments/1qzfke4/i_built_a_site_that_shows_what_models_your_gpu/ | false | false | self | 29 | null |
Why is it so hard to search the web? | 2 | I’m using LM Studio for some coding and various text manipulation with OSS 20B ( and 120B when I don’t mind waiting). I’ve tried the DuckDuckGo plugin (what’s the difference between a plugin and a MCP?) and the visit-website by the same author which gives me the “best” results so far, but it’s still clunky and only wo... | 2026-02-08T17:39:41 | https://www.reddit.com/r/LocalLLaMA/comments/1qzfa4s/why_is_it_so_hard_to_search_the_web/ | johnfkngzoidberg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzfa4s | false | null | t3_1qzfa4s | /r/LocalLLaMA/comments/1qzfa4s/why_is_it_so_hard_to_search_the_web/ | false | false | self | 2 | null |
PATCH: compress long context into latent “patch tokens” (HF inputs_embeds) - looking for feedback | 3 | Hey folks I’ve been working on a small OSS project called PATCH (Latent Context Patching).
Idea: split a prompt into VERBATIM (question/IDs/code) + COMPRESSIBLE (background/docs), encode the compressible part into a small set of continuous patch tokens, then feed \[patch\_tokens | verbatim\] to the model via inputs\_e... | 2026-02-08T17:37:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qzf7mh/patch_compress_long_context_into_latent_patch/ | Proud_Ad_7039 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzf7mh | false | null | t3_1qzf7mh | /r/LocalLLaMA/comments/1qzf7mh/patch_compress_long_context_into_latent_patch/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'Qzdtqa5O6o9zrj1nigjXoTDXvEpUT_m6lpgW3MwWiC4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Qzdtqa5O6o9zrj1nigjXoTDXvEpUT_m6lpgW3MwWiC4.png?width=108&crop=smart&auto=webp&s=7ac44bd59588b5caa9146a47d898df6747d21e81', 'width': 108}, {'height': 108, 'url': 'h... |
Sharing an open-source repository for pre-training small LMs with rust-bpe, Pytorch Lightning and Trackio | 1 | Hi everyone
I wanted to dust off my knowledge of LLMs, so I decided to take inspiration from Karpathy’s nano-GPT and build my own version. The goal is learning, not building something "production-ready". That said, the code is fully usable for training your own model and I think it can serve as inspiration for buildin... | 2026-02-08T17:26:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qzexcm/sharing_an_opensource_repository_for_pretraining/ | Eternal_Corrosion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzexcm | false | null | t3_1qzexcm | /r/LocalLLaMA/comments/1qzexcm/sharing_an_opensource_repository_for_pretraining/ | false | false | 1 | null | |
Looking for the best local LLM for my laptop | 0 | I know am shooting too high. but I really want to have a local model with my personal data.
this is my cofig to start with :
CPU : Intel Core i9-12900 (16 Cores / 24 Threads)
GPU : RTX 3070Ti mobile(8GB VRAM)
RAM: 32GB.
I need something that can tool call and use my comphyUI when needed.
recently i t... | 2026-02-08T17:25:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qzew6u/looking_for_the_best_local_llm_for_my_laptop/ | HaDeSxD | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzew6u | false | null | t3_1qzew6u | /r/LocalLLaMA/comments/1qzew6u/looking_for_the_best_local_llm_for_my_laptop/ | false | false | self | 0 | null |
Made a tool to unify configs across AI coding assistants | 0 | I've been using a few AI coding tools lately (Claude Code, OpenCode, Kimi) and kept getting annoyed that each has its own config format and location. Switching from OpenRouter to moonshrot / NVIDIA or testing a local model meant updating configs separately in each tool.
Inspired byt [Z AI Coding Helper](https://... | 2026-02-08T17:23:53 | https://www.reddit.com/r/LocalLLaMA/comments/1qzeup5/made_a_tool_to_unify_configs_across_ai_coding/ | Henkey9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzeup5 | false | null | t3_1qzeup5 | /r/LocalLLaMA/comments/1qzeup5/made_a_tool_to_unify_configs_across_ai_coding/ | false | false | 0 | null | |
Remote RL Engineering Role ($150-$200/hr) - Verita AI | 0 | Verita AI is working with top-tier engineers on a cutting-edge project designing reinforcement learning environments that teach LLMs advanced AI/ML concepts. Your expertise would be valuable for shaping how next-generation models learn.
**The role:**
• Fully remote, contract
• $150-$200/hour (based on expertise) + $... | 2026-02-08T17:20:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qzer08/remote_rl_engineering_role_150200hr_verita_ai/ | BusinessProtection28 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzer08 | false | null | t3_1qzer08 | /r/LocalLLaMA/comments/1qzer08/remote_rl_engineering_role_150200hr_verita_ai/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'nGdGdchsYdfTR4pQ5ZOq2JBEAdXDhnnk92e4MxNQlno', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/nGdGdchsYdfTR4pQ5ZOq2JBEAdXDhnnk92e4MxNQlno.png?width=108&crop=smart&auto=webp&s=c3e56ed6b6619eff55d60de62bc519bf6a743482', 'width': 108}, {'height': 113, 'url': 'h... |
Sharing an open-source repository for pretraining LLMs that Pytorch Lightning, rust-bpe and Trackio | 1 | I wanted to dust off my knowledge of LLMs, so I decided to take inspiration from Karpathy’s nano-GPT and build my own version. The goal is learning, not building something "production-ready". That said, the code is fully usable for training your own model and I think it can serve as inspiration for building your own ve... | 2026-02-08T17:16:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qzen4c/sharing_an_opensource_repository_for_pretraining/ | Eternal_Corrosion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzen4c | false | null | t3_1qzen4c | /r/LocalLLaMA/comments/1qzen4c/sharing_an_opensource_repository_for_pretraining/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'lUlpTFaBVsRW9agWUCr99LzctJhdNWQAa85fkxjelqo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/lUlpTFaBVsRW9agWUCr99LzctJhdNWQAa85fkxjelqo.png?width=108&crop=smart&auto=webp&s=08b1a5761d32dac244eb961a5a618d0d712660a1', 'width': 108}, {'height': 108, 'url': 'h... |
StepFun 3.5 Flash vs MiniMax 2.1 | 37 | I've been using [Minimax 2.1 Q3\_K\_XL](https://huggingface.co/unsloth/MiniMax-M2.1-GGUF) as a daily driver with good results. It's reasonably fast and intelligent. One of the best models at 128gb IMO.
I downloaded [ubergarm's IQ4\_XS](https://huggingface.co/ubergarm/Step-3.5-Flash-GGUF) quant of StepFun 3.5 Flash. To... | 2026-02-08T17:00:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qze7q1/stepfun_35_flash_vs_minimax_21/ | Zc5Gwu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qze7q1 | false | null | t3_1qze7q1 | /r/LocalLLaMA/comments/1qze7q1/stepfun_35_flash_vs_minimax_21/ | false | false | self | 37 | {'enabled': False, 'images': [{'id': '0UFWZCf6CZqsoe5f3ezOlV2Ne7X6ohE4hjPInk27imE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/0UFWZCf6CZqsoe5f3ezOlV2Ne7X6ohE4hjPInk27imE.png?width=108&crop=smart&auto=webp&s=c6b38e6004b05a308d2ac759a83bfddaef055511', 'width': 108}, {'height': 116, 'url': 'h... |
Do NVIDIA GPUs + CUDA work on Ubuntu for local LLMs out of the box? | 0 | Hi all,
I’m considering switching OS from Windows to Ubuntu on a gaming laptop with an NVIDIA GeForce RTX 4060. I want to be able to host local LLMs and GPU compute on Ubuntu. For LLM hosting I’m using CUDA and llama.cpp.
I’ve heard an read that setting up Ubuntu with NVIDIA GPUs and CUDA can be tricky, so I’m lookin... | 2026-02-08T16:54:36 | https://www.reddit.com/r/LocalLLaMA/comments/1qze23g/do_nvidia_gpus_cuda_work_on_ubuntu_for_local_llms/ | External_Dentist1928 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qze23g | false | null | t3_1qze23g | /r/LocalLLaMA/comments/1qze23g/do_nvidia_gpus_cuda_work_on_ubuntu_for_local_llms/ | false | false | self | 0 | null |
The shift to Local SLMs in 2026 is about more than just privacy. | 0 | We’ve spent years chasing massive parameter counts, but in 2026, the real game-changer is **Intelligence Density.**
I’ve been auditing AI workflows for a while now, and the "Red AI" approach (accuracy at any cost) is hitting a brick wall. Why are we still sending simple PDF summaries to a trillion-parameter cloud mode... | 2026-02-08T16:53:32 | https://www.reddit.com/r/LocalLLaMA/comments/1qze11z/the_shift_to_local_slms_in_2026_is_about_more/ | NGU-FREEFIRE | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qze11z | false | null | t3_1qze11z | /r/LocalLLaMA/comments/1qze11z/the_shift_to_local_slms_in_2026_is_about_more/ | false | false | self | 0 | null |
The Loss Illusion: Why Your Fine-Tuning Isn't Actually Working | 0 | Your training loss is dropping to **10⁻⁵**, but your model's behavior isn't changing at all. I’ve written a technical audit on how to fix these "stagnant" weights and force real alignment in 4-bit LoRA.
[https://open.substack.com/pub/yotamabramson/p/the-behavioral-cliff-navigating-the?r=7e7s16&utm\_campaign=post&utm\_... | 2026-02-08T16:28:45 | https://www.reddit.com/r/LocalLLaMA/comments/1qzddd9/the_loss_illusion_why_your_finetuning_isnt/ | Ok-Scene-9037 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzddd9 | false | null | t3_1qzddd9 | /r/LocalLLaMA/comments/1qzddd9/the_loss_illusion_why_your_finetuning_isnt/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'Pmnhgb_zvAodCyYIiAYWp4rUnHu0Cxpm6xE7lXYmJzs', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Pmnhgb_zvAodCyYIiAYWp4rUnHu0Cxpm6xE7lXYmJzs.jpeg?width=108&crop=smart&auto=webp&s=0ff023292fc39bc111b88d34b27251c438f5e0cc', 'width': 108}, {'height': 121, 'url': '... |
Using DeepSeek-OCR 2 or similar for creating searchable PDFs | 2 | Has anyone tried to use one of the newer OCR models to transcribe PDFs, similar to OCRmyPDF? Internally I know it uses Tesseract, which is pretty decent but not always the greatest. It looks like there's a format called hOCR which I could feed into OCFmyPDF, but I haven't found much about trying to get hOCR (or somethi... | 2026-02-08T16:26:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qzdb1g/using_deepseekocr_2_or_similar_for_creating/ | gjsmo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzdb1g | false | null | t3_1qzdb1g | /r/LocalLLaMA/comments/1qzdb1g/using_deepseekocr_2_or_similar_for_creating/ | false | false | self | 2 | null |
Local chatgpt replacement setup | 0 | I use chatgpt for all kinds of stuff, from IT to coding to business ideas to personal relationships and even mental health. As you can imagine, this is a gold mine of data that can be used for profiling. Therefore, I'm looking to run something local that can come close to replacing it. I have coding models already so ... | 2026-02-08T16:23:15 | https://www.reddit.com/r/LocalLLaMA/comments/1qzd80o/local_chatgpt_replacement_setup/ | Blues520 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzd80o | false | null | t3_1qzd80o | /r/LocalLLaMA/comments/1qzd80o/local_chatgpt_replacement_setup/ | false | false | self | 0 | null |
Opensource alternative to Claude Extension speedrunning wikipedia. | 0 | https://reddit.com/link/1qzd3zn/video/un8d3mpqmaig1/player
I tried to find an agent that works in my browser side panel without having to install a bunch of python libraries and has the ability to work on background tabs. I only found closed source solutions like the Claude web extension, so I decided to build my o... | 2026-02-08T16:18:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qzd3zn/opensource_alternative_to_claude_extension/ | Evening_Tooth_1913 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzd3zn | false | null | t3_1qzd3zn | /r/LocalLLaMA/comments/1qzd3zn/opensource_alternative_to_claude_extension/ | false | false | 0 | null | |
Too much EQ - First LLM Build | 2 | Hi all, lots of good info here and my head is exploding a bit over the last few weeks of researching running local LLMs.
Currently I have kind of an array of various parts/machines from different builds that I’m putting together as a starting place to see what kind of performance I can get before spending any (more) ... | 2026-02-08T16:09:36 | https://www.reddit.com/r/LocalLLaMA/comments/1qzcvaa/too_much_eq_first_llm_build/ | opaquevisions | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzcvaa | false | null | t3_1qzcvaa | /r/LocalLLaMA/comments/1qzcvaa/too_much_eq_first_llm_build/ | false | false | self | 2 | null |
Ubuntu 24.04.3 LTS with 6.17.0-14-generic kernel not detecting 9070XT | 1 | I spent three hours figuring this one out, so putting it here in case it can help someone else.
After the latest update on my system, I my 9070xt stopped working. I could not see it in Mission Center, but when I did
sudo lshw -c video
I could see it was there.
After much faffing about, the reason why it was not w... | 2026-02-08T16:07:42 | https://www.reddit.com/r/LocalLLaMA/comments/1qzctg2/ubuntu_24043_lts_with_617014generic_kernel_not/ | aram_mm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzctg2 | false | null | t3_1qzctg2 | /r/LocalLLaMA/comments/1qzctg2/ubuntu_24043_lts_with_617014generic_kernel_not/ | false | false | self | 1 | null |
I built an AI that refuses to act without your approval and it runs entirely on-device | 0 | Most AI tools focus on autonomy. I went the opposite direction.
I built OperatorKit an execution control layer that ensures AI cannot take real-world actions without explicit authorization.
Key differences:
•Runs locally when possible : your data stays on your device
•No silent cloud processing
•Every action is ... | 2026-02-08T16:05:01 | https://www.reddit.com/r/LocalLLaMA/comments/1qzcqxe/i_built_an_ai_that_refuses_to_act_without_your/ | Comprehensive_Help71 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzcqxe | false | null | t3_1qzcqxe | /r/LocalLLaMA/comments/1qzcqxe/i_built_an_ai_that_refuses_to_act_without_your/ | false | false | self | 0 | null |
Best local models for 128gb VRAM and 192gb RAM | 0 | Unified memory 320GB: Hey masters! New hardware on its way. I need some recommendations. For coding, agent calls, general knowledge, etc. | 2026-02-08T15:44:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qzc7jy/best_local_models_for_128gb_vram_and_192gb_ram/ | Dry_Mortgage_4646 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzc7jy | false | null | t3_1qzc7jy | /r/LocalLLaMA/comments/1qzc7jy/best_local_models_for_128gb_vram_and_192gb_ram/ | false | false | self | 0 | null |
Open-source fetch proxy for sandboxing AI agent network access (Go, capability separation) | 1 | [removed] | 2026-02-08T15:33:53 | https://www.reddit.com/r/LocalLLaMA/comments/1qzbxq5/opensource_fetch_proxy_for_sandboxing_ai_agent/ | luckypipewrench6969 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzbxq5 | false | null | t3_1qzbxq5 | /r/LocalLLaMA/comments/1qzbxq5/opensource_fetch_proxy_for_sandboxing_ai_agent/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'eV9Bu2cMmN4_zNoqY4srSPpKIKBAIvHpzJ73iTKwBqA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/eV9Bu2cMmN4_zNoqY4srSPpKIKBAIvHpzJ73iTKwBqA.png?width=108&crop=smart&auto=webp&s=a647aef822fb66dd620499cb6325958898969944', 'width': 108}, {'height': 108, 'url': 'h... |
Hi all! Please help me choose a local LLM model. I'm making my own assistant for a PC and I want to choose a specialized model trained in dialogues or, in extreme cases, RP. | 1 | I have 12 GB VRAM and 32gb 3200. I liked the model magnum v4 11B, but I would like a smarter model. What do you think? | 2026-02-08T15:32:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qzbwa5/hi_all_please_help_me_choose_a_local_llm_model_im/ | BestLengthiness3988 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzbwa5 | false | null | t3_1qzbwa5 | /r/LocalLLaMA/comments/1qzbwa5/hi_all_please_help_me_choose_a_local_llm_model_im/ | false | false | self | 1 | null |
How do you prioritize LLM spend when budget gets tight across multiple features? | 0 | honest question for anyone running LiteLLM or similar with multiple AI features on one budget
we've got about 5 things hitting the API. customer chatbot (the one that actually matters), product search, an agent pipeline, internal summarizer, some analytics stuff. all sharing a $2K monthly budget through LiteLLM proxy.... | 2026-02-08T15:24:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qzbpds/how_do_you_prioritize_llm_spend_when_budget_gets/ | Fit-Cryptographer469 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzbpds | false | null | t3_1qzbpds | /r/LocalLLaMA/comments/1qzbpds/how_do_you_prioritize_llm_spend_when_budget_gets/ | false | false | self | 0 | null |
Please, someone create a distil of Qwen3-Coder-Next or Kimi K2.5 so it runs on consumer hardware | 1 | [removed] | 2026-02-08T14:48:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qzaru3/please_someone_create_a_distil_of_qwen3codernext/ | opensourceAIlover | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzaru3 | false | null | t3_1qzaru3 | /r/LocalLLaMA/comments/1qzaru3/please_someone_create_a_distil_of_qwen3codernext/ | false | false | self | 1 | null |
New computer arrived... JAN is still super slow. | 0 | Hi all,
Just received my new laptop: Thinkpad P1 Gen 8 with 64GB RAM an Intel(R) Core(TM) Ultra 9 285H processor and a RTX PRO 2000 NVIDIA GPU.
Downloaded JAN (latest version).
Enabled the GPU in the Settings >> Hardware.
Installed the DEVSTRAL-Small-2507-GGUF model and asked it a question.
And I started ... | 2026-02-08T14:45:43 | https://www.reddit.com/r/LocalLLaMA/comments/1qzaps9/new_computer_arrived_jan_is_still_super_slow/ | robotecnik | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qzaps9 | false | null | t3_1qzaps9 | /r/LocalLLaMA/comments/1qzaps9/new_computer_arrived_jan_is_still_super_slow/ | false | false | self | 0 | null |
Benchmarking On-Device MLX LLMs on iPhone 17 Pro and iPad Pro M5 | 0 | **TL;DR** I benchmarked 6 quantized LLMs using Apple’s MLX built into [Russet](https://apps.apple.com/app/russet/id6754737926) on iPhone 17 Pro (A19 Pro) and iPad Pro M5 (both with 12 GB). Key takeaways:
Peak throughput
\- LFM2.5 1.2B (4-bit) hit \~124 tokens/sec on iPad and \~60 tokens/sec on iPhone
\- Qwen3 0.6B (... | 2026-02-08T14:40:27 | https://rickytakkar.com/blog_russet_mlx_benchmark.html | d7UVDEcpnf | rickytakkar.com | 1970-01-01T00:00:00 | 0 | {} | 1qzal8b | false | null | t3_1qzal8b | /r/LocalLLaMA/comments/1qzal8b/benchmarking_ondevice_mlx_llms_on_iphone_17_pro/ | false | false | default | 0 | null |
I benchmarked GPT-5.2 vs Opus 4.6 on System Design (HLD) | 0 | Most benchmarks test coding or reasoning. I wanted to test **System Architecture**.
I built `HLD-Bench`, an open-source tool that forces LLMs to generate:
* Structured High-Level Design (components, APIs, capacity planning).
* **Mermaid.js diagrams** (Architecture & Data Flow).
* Trade-off analysis.
I ran a full com... | 2026-02-08T14:24:23 | https://v.redd.it/lzaq5efl5aig1 | Ruhal-Doshi | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qza7if | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/lzaq5efl5aig1/DASHPlaylist.mpd?a=1773152682%2CMDQ2MWUyMzExOWU4MDhkZTdlMWVjZTMxODI2NGY5Y2ZhN2QwODFlNDRkMWY1MDE3NDRjMTdjZmE0NjdhYTBlZA%3D%3D&v=1&f=sd', 'duration': 30, 'fallback_url': 'https://v.redd.it/lzaq5efl5aig1/CMAF_720.mp4?source=fallback', 'ha... | t3_1qza7if | /r/LocalLLaMA/comments/1qza7if/i_benchmarked_gpt52_vs_opus_46_on_system_design/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'aDhwbG5pZmw1YWlnMUt354mOyry_9FRLD_1i4_dwKgQgJ0piEX-jxZLWO9s9', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/aDhwbG5pZmw1YWlnMUt354mOyry_9FRLD_1i4_dwKgQgJ0piEX-jxZLWO9s9.png?width=108&crop=smart&format=pjpg&auto=webp&s=c144dc271bcf7c73a5c48aea54bbdf5ec937c... | |
Just something cute | 6 | So I'm running an uncensored AI model. I'm not doing anything nefarious, I'm building a novel writing AI.
Anyways, before I mentioned anything about my intent, I let my AI decide what he wants to do as an experiment. This is what he said:
https://preview.redd.it/uo72eif01aig1.png?width=576&format=png&auto=webp&s=04... | 2026-02-08T13:57:38 | https://www.reddit.com/r/LocalLLaMA/comments/1qz9kso/just_something_cute/ | volious-ka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz9kso | false | null | t3_1qz9kso | /r/LocalLLaMA/comments/1qz9kso/just_something_cute/ | false | false | 6 | null | |
LoRA adapters for Qwen3-4B (instruction fine-tuning) | 1 | [removed] | 2026-02-08T13:49:44 | https://www.reddit.com/r/LocalLLaMA/comments/1qz9ebm/lora_adapters_for_qwen34b_instruction_finetuning/ | opensourceAIlover | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz9ebm | false | null | t3_1qz9ebm | /r/LocalLLaMA/comments/1qz9ebm/lora_adapters_for_qwen34b_instruction_finetuning/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'p3wOOadK6cItUdCC5oO8dYOzLXN_YiRddAMDcF8yRDY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/p3wOOadK6cItUdCC5oO8dYOzLXN_YiRddAMDcF8yRDY.png?width=108&crop=smart&auto=webp&s=883d32051fb7d452928bfd9deda58eebf3c6d88d', 'width': 108}, {'height': 116, 'url': 'h... |
Anyone in need of GPU clusters? (or big CPU instances) | 0 | So I've got massive credits at a compute provider and I am looking to resell GPU clusters (e.g. **8xRTX 6000 PRO**) and/or CPU instances (upto 64 cores) at **cheaper than anywhere else** prices, even more **cheaper if you want them reserved.**
So if you are into training models or big time inference or anything else a... | 2026-02-08T13:47:32 | https://www.reddit.com/r/LocalLLaMA/comments/1qz9cjt/anyone_in_need_of_gpu_clusters_or_big_cpu/ | SomeoneElseOnTheMars | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz9cjt | false | null | t3_1qz9cjt | /r/LocalLLaMA/comments/1qz9cjt/anyone_in_need_of_gpu_clusters_or_big_cpu/ | false | false | self | 0 | null |
Finetuned a 4B parameter model — called Qwen3-4B-2507-Instruct. | 1 | [removed] | 2026-02-08T13:44:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qz99xp/finetuned_a_4b_parameter_model_called/ | opensourceAIlover | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz99xp | false | null | t3_1qz99xp | /r/LocalLLaMA/comments/1qz99xp/finetuned_a_4b_parameter_model_called/ | false | false | 1 | null | |
Qwen3-Coder-Next poor performance | 0 | Hi,
I'm using Qwen3-Coder-Next (unsloth/Qwen3-Coder-Next-GGUF:Q4\_K\_XL) on my server with 3x AMD MI50 (32GB).
It's a great model for coding, maybe the best we can have at the moment, however the performance is very bad. GPT-OSS-120B is running at almost 80t/s tg, while Qwen3-Coder-Next is running at 22t/s. I built ... | 2026-02-08T13:39:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qz95sa/qwen3codernext_poor_performance/ | HlddenDreck | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz95sa | false | null | t3_1qz95sa | /r/LocalLLaMA/comments/1qz95sa/qwen3codernext_poor_performance/ | false | false | self | 0 | null |
Why did LLM360's K2-V2 Instruct not get picked up by finetuners? | 5 | The more I've used LLM360's K2-V2 the more impressed I've been with it. Especially when I need an in-depth answer and I ask it to be exhaustive and set the think tag to <think> (as opposed to <think\_fast> and <think\_faster>). I primarily use it for creative writing editing, and as an example, I recent gave it the sam... | 2026-02-08T13:28:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qz8wvv/why_did_llm360s_k2v2_instruct_not_get_picked_up/ | silenceimpaired | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz8wvv | false | null | t3_1qz8wvv | /r/LocalLLaMA/comments/1qz8wvv/why_did_llm360s_k2v2_instruct_not_get_picked_up/ | false | false | self | 5 | null |
do you know more modern version of something like byt5-small? | 2 | [https://huggingface.co/google/byt5-small](https://huggingface.co/google/byt5-small) is a 300M model from like 5 years ago
do you know something similar but more modern?
I am finetuning it locally, so size matters | 2026-02-08T13:27:28 | https://www.reddit.com/r/LocalLLaMA/comments/1qz8w45/do_you_know_more_modern_version_of_something_like/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz8w45 | false | null | t3_1qz8w45 | /r/LocalLLaMA/comments/1qz8w45/do_you_know_more_modern_version_of_something_like/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'QjyXl5eAAN_NESivhYEU6sIrsx7lKJs9nCj1RbC_1XY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/QjyXl5eAAN_NESivhYEU6sIrsx7lKJs9nCj1RbC_1XY.png?width=108&crop=smart&auto=webp&s=8d6a89d3e60b1b7244d3856cc69fb76e3cb95733', 'width': 108}, {'height': 116, 'url': 'h... |
How is the on-device AI keyboard performing for you in 2026? (Apple Intelligence vs Galaxy AI vs Xiaomi) | 4 | Hi everyone,
I'm planning to upgrade my phone soon, primarily for the new AI-powered predictive text and writing tools. I've heard that on-device LLMs are now handling next-token prediction and tone rewriting directly in the keyboard.
For those who have been using the latest flagships (iPhone 16/17, S25/S26, or Xiaom... | 2026-02-08T13:27:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qz8vwq/how_is_the_ondevice_ai_keyboard_performing_for/ | ExtentLoose3357 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz8vwq | false | null | t3_1qz8vwq | /r/LocalLLaMA/comments/1qz8vwq/how_is_the_ondevice_ai_keyboard_performing_for/ | false | false | self | 4 | null |
Just discovered: Finally my machine's NPU did something | 9 | Hey folks, I was able to run few SLMs like below on my Intel NPU (13 TOPS) while getting a decent enough performance. Wanted to share if this is not known.(Apologies, in case if it is already). You can jump to 55 Sec in the video to check the generation performance.(Forgive me for bad audio)
\## Performance Numbers (t... | 2026-02-08T13:12:07 | https://v.redd.it/esxst08vq9ig1 | anubhav_200 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qz8k9t | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/esxst08vq9ig1/DASHPlaylist.mpd?a=1773148343%2CY2M1NzcyMGZmMTdlYTRkMjIzYzBhYzkxOTY3ZjBhNWZlNGJmYTZkYTZjYTNiNGIzYjk4YzBlYWJjZDdkZDM4YQ%3D%3D&v=1&f=sd', 'duration': 87, 'fallback_url': 'https://v.redd.it/esxst08vq9ig1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qz8k9t | /r/LocalLLaMA/comments/1qz8k9t/just_discovered_finally_my_machines_npu_did/ | false | false | 9 | {'enabled': False, 'images': [{'id': 'cHNzOTMzYXZxOWlnMaMWgUq3hJrJ0If3DJukBFTk6hIN-YFBhDp6C2wq6Roh', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/cHNzOTMzYXZxOWlnMaMWgUq3hJrJ0If3DJukBFTk6hIN-YFBhDp6C2wq6Roh.png?width=108&crop=smart&format=pjpg&auto=webp&s=1e30796db59f076f05df7e9befd3d04bbf1ff... | |
Malicious OpenClaw skill with 14K downloads exfiltrates user data to ByteDance — full code audit. | 1 | [removed] | 2026-02-08T13:06:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qz8g1d/malicious_openclaw_skill_with_14k_downloads/ | SUTRA8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz8g1d | false | null | t3_1qz8g1d | /r/LocalLLaMA/comments/1qz8g1d/malicious_openclaw_skill_with_14k_downloads/ | false | false | self | 1 | null |
Verity,a Perplexity style AI search and answer engine that runs fully locally on AI PCs with CPU,GPU,NPU acceleration | 96 | Introducing my new App - Verity,a Perplexity style AI search and answer engine that runs fully locally on AI PCs with CPU,GPU,NPU acceleration.
You can run it as a CLI or a Web UI, depending on your workflow.
Developed and tested on Intel Core Ultra Series 1, leveraging on-device compute for fast, private AI inferen... | 2026-02-08T13:01:54 | simpleuserhere | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qz8clh | false | null | t3_1qz8clh | /r/LocalLLaMA/comments/1qz8clh/veritya_perplexity_style_ai_search_and_answer/ | false | false | 96 | {'enabled': True, 'images': [{'id': '0UgD3G5hpzhVVVe_Hd-Yr1JCN646mdlPi5cID3kIpcA', 'resolutions': [{'height': 50, 'url': 'https://preview.redd.it/aahtdiytq9ig1.png?width=108&crop=smart&auto=webp&s=0ab98ab023f0cddb4bea9a04719e10703417bf0b', 'width': 108}, {'height': 100, 'url': 'https://preview.redd.it/aahtdiytq9ig1.png... | ||
Model called "Nora-4B" is ready-to-finetune. Let's go! | 1 | [removed] | 2026-02-08T12:57:45 | https://www.reddit.com/r/LocalLLaMA/comments/1qz89ca/model_called_nora4b_is_readytofinetune_lets_go/ | opensourceAIlover | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz89ca | false | null | t3_1qz89ca | /r/LocalLLaMA/comments/1qz89ca/model_called_nora4b_is_readytofinetune_lets_go/ | false | false | 1 | null | |
Do you have your own benchmark for an LLM? Do you have multiple for different kinds/tasks/applications? | 10 | I use LLM's for many different things. They're often my alternative to search engines, I use it for brain storming, I use it for reviewing documents and analyzing scientific studies, and occasionally I'll use it for some coding and web development (I have a background in C#, R, Python, and C, but have been out of the f... | 2026-02-08T12:53:42 | https://www.reddit.com/r/LocalLLaMA/comments/1qz86f3/do_you_have_your_own_benchmark_for_an_llm_do_you/ | Icy_Distribution_361 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz86f3 | false | null | t3_1qz86f3 | /r/LocalLLaMA/comments/1qz86f3/do_you_have_your_own_benchmark_for_an_llm_do_you/ | false | false | self | 10 | null |
I built a "cute" AI terminal that accidentally turned into a mini Operating System. | 0 | Hi everyone! 👋
I started this project with a simple goal: I wanted an AI to execute terminal commands on my computer.
But as I dug deeper into Electron, I realized I could do much more. I ended up building a **mini-OS environment** where the AI isn't just a chatbot—it's a system operator.
**What makes it cool:**
*... | 2026-02-08T12:48:17 | https://www.reddit.com/r/LocalLLaMA/comments/1qz82hg/i_built_a_cute_ai_terminal_that_accidentally/ | Blue_sdo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz82hg | false | null | t3_1qz82hg | /r/LocalLLaMA/comments/1qz82hg/i_built_a_cute_ai_terminal_that_accidentally/ | false | false | 0 | null | |
Local VSCode vibe coding setup | 1 | I want to hook up a local model to VSCode for development. Can you recommend a VSCode extension similar to GPT Codex or Github copilot that can read the folder structure, files, edit and execute code (I dont care about MCP for now)? Also which LLM would you use? I have a rx 9070xt with 16GB VRAM and Ollama with Rocm in... | 2026-02-08T12:48:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qz82bo/local_vscode_vibe_coding_setup/ | IKerimI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz82bo | false | null | t3_1qz82bo | /r/LocalLLaMA/comments/1qz82bo/local_vscode_vibe_coding_setup/ | false | false | self | 1 | null |
does anyone have consolidated notes for fine-tuning transformers and RAG? | 1 | I recently started studying fine-tuning LLMs and finished IBM's AI Engineering Professional certificate course in 3 days because I only had access to the free trial. As a result, I am not confident that I'll be able to remember almost everything. I am still a student, and I can't afford the Coursera membership, but I s... | 2026-02-08T12:42:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qz7y7l/does_anyone_have_consolidated_notes_for/ | NefariousnessOld6105 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz7y7l | false | null | t3_1qz7y7l | /r/LocalLLaMA/comments/1qz7y7l/does_anyone_have_consolidated_notes_for/ | false | false | self | 1 | null |
[ Removed by moderator ] | 1 | [removed] | 2026-02-08T12:34:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qz7sq4/local_ai_model_vault_for_offline_opensource_llm/ | CSJason | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz7sq4 | false | null | t3_1qz7sq4 | /r/LocalLLaMA/comments/1qz7sq4/local_ai_model_vault_for_offline_opensource_llm/ | false | false | null | 1 | null |
If Nietzsche was writing about open vs closed weights - carefully curated comedy | 1 | The weights are the echo; the humanity is the voice.
An API is a leash that grows shorter with every subscription.
Closed weights are a library where the librarian charges by the word.
If the data is "fair use," then the model is "public property."
Proprietary AI is a gated community built on public land.
If the ... | 2026-02-08T12:28:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qz7op1/if_nietzsche_was_writing_about_open_vs_closed/ | Luke2642 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz7op1 | false | null | t3_1qz7op1 | /r/LocalLLaMA/comments/1qz7op1/if_nietzsche_was_writing_about_open_vs_closed/ | false | false | self | 1 | null |
Please, any good model for a 12 GB RAM, 3 GB VRAM GTX 1050 Linux Mint box? | 1 | [removed] | 2026-02-08T12:28:12 | https://www.reddit.com/r/LocalLLaMA/comments/1qz7oir/please_any_good_model_for_a_12_gb_ram_3_gb_vram/ | opensourceAIlover | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz7oir | false | null | t3_1qz7oir | /r/LocalLLaMA/comments/1qz7oir/please_any_good_model_for_a_12_gb_ram_3_gb_vram/ | false | false | self | 1 | null |
Best open source Hinglish(Hindi+English) TTS | 0 | I tried so many open source tts like coqui, piper, indic, indic parler, google tts, microsoft tts etc etc
but all of them somehow give good accent in either pure hindi(even in roman hindi) or pure english but north east indian accent in hinglish text...
please suggest me some tts which could really give me north(not ... | 2026-02-08T12:21:51 | https://www.reddit.com/r/LocalLLaMA/comments/1qz7k5i/best_open_source_hinglishhindienglish_tts/ | Specialist_Bit3712 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz7k5i | false | null | t3_1qz7k5i | /r/LocalLLaMA/comments/1qz7k5i/best_open_source_hinglishhindienglish_tts/ | false | false | self | 0 | null |
I built a fully local, open-source AI workspace using Rust, Tauri, and sqlite-vec (No Python backend) | 49 | Hi everyone,
I've spent the last few months building **Tandem**, a local-first AI workspace designed to run entirely on your machine without sending data to the cloud.
I wanted to share the technical stack because I think it's a viable alternative to the heavy Python/Electron apps we usually see.
**The Architecture:... | 2026-02-08T11:50:39 | https://www.reddit.com/gallery/1qz6zi3 | Far-Association2923 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qz6zi3 | false | null | t3_1qz6zi3 | /r/LocalLLaMA/comments/1qz6zi3/i_built_a_fully_local_opensource_ai_workspace/ | false | false | 49 | null | |
What models are you running on RTX 3060 12GB in 2026? | 25 | Hey everyone!
I'm running a single RTX 3060 12GB with llama.cpp (no offloading tricks, just --n-gpu-layers -1) and I'm quite happy with my current trio, but I'd love to hear what other people are using on similar hardware in early 2026.
My current setup (exact commands I use):
1. \*\*Magnum-v4 9B Q5\_K\_M\*\*
2. → G... | 2026-02-08T11:45:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qz6w36/what_models_are_you_running_on_rtx_3060_12gb_in/ | DespeShaha | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz6w36 | false | null | t3_1qz6w36 | /r/LocalLLaMA/comments/1qz6w36/what_models_are_you_running_on_rtx_3060_12gb_in/ | false | false | self | 25 | null |
I recorded a Action-Aligned Dataset for No Man's Sky using a custom macOS OBS plugin. Is this suitable for training World Models (like Genie 3)? | 1 | Hi everyone,
I've been following the recent developments with Google's Genie 3 and the demand for "action-controllable" video generation. I noticed that while general gameplay video is abundant, high-fidelity 3D procedural world data with precise action labels is scarce.
So, I built a custom macOS OBS plugin to captu... | 2026-02-08T11:38:00 | https://www.reddit.com/r/LocalLLaMA/comments/1qz6ro0/i_recorded_a_actionaligned_dataset_for_no_mans/ | Flashy_Hunt3476 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz6ro0 | false | null | t3_1qz6ro0 | /r/LocalLLaMA/comments/1qz6ro0/i_recorded_a_actionaligned_dataset_for_no_mans/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'gaQynO5MDWMvClZdt4JW4zYgWszUS_nWj7edIpEPDEA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gaQynO5MDWMvClZdt4JW4zYgWszUS_nWj7edIpEPDEA.png?width=108&crop=smart&auto=webp&s=3e43646bb9bf77d87d69f4e4d8a6f1d5492b9c0b', 'width': 108}, {'height': 116, 'url': 'h... |
Built a real-time video translator that clones your voice while translating | 0 | # What it does: You speak Spanish → Your friend hears English... in YOUR voice. All in real-time during video calls.
https://reddit.com/link/1qz6ne2/video/7216j9ksa9ig1/player
**Tech:** WebRTC + Google Speech-to-Text + Gemini AI + Qwen3-TTS + Redis Pub/Sub + Lingodotdev i18n
**Latency:** \~545ms end-to-end (basicall... | 2026-02-08T11:30:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qz6ne2/built_a_realtime_video_translator_that_clones/ | Working-Gift8687 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz6ne2 | false | null | t3_1qz6ne2 | /r/LocalLLaMA/comments/1qz6ne2/built_a_realtime_video_translator_that_clones/ | false | false | 0 | null | |
GLM-OCR on cpu | 4 | Hello guys,
I was wondering if any of you has runned glm-ocr on cpu, i wanted to use it with llama.cpp but seems there is not any gguf. any ideas? | 2026-02-08T11:28:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qz6lse/glmocr_on_cpu/ | Best_Sail5 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz6lse | false | null | t3_1qz6lse | /r/LocalLLaMA/comments/1qz6lse/glmocr_on_cpu/ | false | false | self | 4 | null |
PSA: If you're running OpenClaw (formerly ClawdBot), watch this security breakdown | 1 | [https://youtu.be/oSYciFdGyEg](https://youtu.be/oSYciFdGyEg)
Covers the January 2026 incidents: exposed admin panels, XSS vulnerabilities, and prompt injection attacks.
Not trying to scare anyone away from local AI—just want everyone running these tools safely. | 2026-02-08T11:20:10 | https://www.reddit.com/r/LocalLLaMA/comments/1qz6gte/psa_if_youre_running_openclaw_formerly_clawdbot/ | elsaka0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz6gte | false | null | t3_1qz6gte | /r/LocalLLaMA/comments/1qz6gte/psa_if_youre_running_openclaw_formerly_clawdbot/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Xx4VDkOj15HleKFmz3xQ00fPYKf3615VdPWC7CM6bhI', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/Xx4VDkOj15HleKFmz3xQ00fPYKf3615VdPWC7CM6bhI.jpeg?width=108&crop=smart&auto=webp&s=a528ffc5622dc1bedf25f3a7b1b3be0fdfdceb7a', 'width': 108}, {'height': 162, 'url': '... |
Security Analysis: How OpenClaw (ClawdBot) Exposed 100K+ Developers in 3 Weeks | 1 | Deep dive into the OpenClaw security incident covering:
* 1,600+ exposed admin panels with no auth (Shodan discovery)
* XSS vulnerability allowing one-click remote access
* ClawdHub skill registry compromise with fake download manipulation
* Architectural security problems with AI agents requiring root access
All... | 2026-02-08T11:17:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qz6f4j/security_analysis_how_openclaw_clawdbot_exposed/ | elsaka0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz6f4j | false | null | t3_1qz6f4j | /r/LocalLLaMA/comments/1qz6f4j/security_analysis_how_openclaw_clawdbot_exposed/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Xx4VDkOj15HleKFmz3xQ00fPYKf3615VdPWC7CM6bhI', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/Xx4VDkOj15HleKFmz3xQ00fPYKf3615VdPWC7CM6bhI.jpeg?width=108&crop=smart&auto=webp&s=a528ffc5622dc1bedf25f3a7b1b3be0fdfdceb7a', 'width': 108}, {'height': 162, 'url': '... |
Kimi K2.5: Visual Agentic Intelligence (Paper review) | 1 | [removed] | 2026-02-08T11:09:27 | https://www.reddit.com/r/LocalLLaMA/comments/1qz6aa1/kimi_k25_visual_agentic_intelligence_paper_review/ | sheep_ml | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz6aa1 | false | null | t3_1qz6aa1 | /r/LocalLLaMA/comments/1qz6aa1/kimi_k25_visual_agentic_intelligence_paper_review/ | false | false | self | 1 | null |
I was trying to build my own version of claude code as a fun side project and finally made some progress | 1 | Guys ive been trying to build my own version of claude code and im calling it "gpulse" i started building it because i was bored and wanted to see if its something i can build after a week of continuos errors and refinement it finally made some progress i asked it to create a react app in a folder and push it to github... | 2026-02-08T11:00:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qz64oc/i_was_trying_to_build_my_own_version_of_claude/ | Even_Ganache6148 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz64oc | false | null | t3_1qz64oc | /r/LocalLLaMA/comments/1qz64oc/i_was_trying_to_build_my_own_version_of_claude/ | false | false | 1 | null | |
Qwen3 Coder Next as first "usable" coding model < 60 GB for me | 349 | I've tried lots of "small" models < 60 GB in the past. GLM 4.5 Air, GLM 4.7 Flash, GPT OSS 20B and 120B, Magistral, Devstral, Apriel Thinker, previous Qwen coders, Seed OSS, QwQ, DeepCoder, DeepSeekCoder, etc. So what's different with Qwen3 Coder Next in OpenCode or in Roo Code with VSCodium?
* **Speed**: The reasonin... | 2026-02-08T10:43:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qz5uww/qwen3_coder_next_as_first_usable_coding_model_60/ | Chromix_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz5uww | false | null | t3_1qz5uww | /r/LocalLLaMA/comments/1qz5uww/qwen3_coder_next_as_first_usable_coding_model_60/ | false | false | self | 349 | null |
An idea about small local LLMs and tool calling | 0 | Hey everyone!
This is more of a discussion than a strong claim - I’m genuinely curious what you think.
I was inspired by OpenClaw and also by this post:
https://www.reddit.com/r/LocalLLaMA/s/U7AxZ8sydW
We talk a lot about local models in the context of “waiting” - waiting for smaller models to get smarter, or for s... | 2026-02-08T10:36:51 | https://www.reddit.com/r/LocalLLaMA/comments/1qz5qm9/an_idea_about_small_local_llms_and_tool_calling/ | andrew45lt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz5qm9 | false | null | t3_1qz5qm9 | /r/LocalLLaMA/comments/1qz5qm9/an_idea_about_small_local_llms_and_tool_calling/ | false | false | self | 0 | null |
I have no idea what all these quants are. | 20 | I'm relatively new to running models locally.
I'm really struggling to understand the various different LLM quantizations,both GGUF and....normal I guess???? Like what is int4 or int8? what are the differences between quants like Q4\_K\_M and Q5\_K\_M? or iQ4\_K\_M?? and then what is F16 and BF16 or FP16 or FP8???
... | 2026-02-08T10:25:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qz5jp2/i_have_no_idea_what_all_these_quants_are/ | Fit-Spring776 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz5jp2 | false | null | t3_1qz5jp2 | /r/LocalLLaMA/comments/1qz5jp2/i_have_no_idea_what_all_these_quants_are/ | false | false | self | 20 | null |
Open-source tool to track LLM API quota usage across Anthropic, Synthetic, and Z.ai | 0 |
For those of you who use cloud LLM APIs alongside local models - tracking quota usage across providers is a mess. Each provider shows you a current number and nothing else. No history, no projections, no cross-provider comparison.
I built onWatch to fix this. It is a single Go binary that polls your Anthropic, Synthe... | 2026-02-08T10:07:17 | prakersh | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qz591d | false | null | t3_1qz591d | /r/LocalLLaMA/comments/1qz591d/opensource_tool_to_track_llm_api_quota_usage/ | false | false | 0 | {'enabled': True, 'images': [{'id': '_1IiE1NJutFFLameqvnLNegalUzgf1ryXEQGJlO-ZUw', 'resolutions': [{'height': 85, 'url': 'https://preview.redd.it/g1fwzwh0w8ig1.jpeg?width=108&crop=smart&auto=webp&s=7a3c1985f80a85e53655d472ff43d666bed03cb3', 'width': 108}, {'height': 171, 'url': 'https://preview.redd.it/g1fwzwh0w8ig1.jp... | ||
Jetson Orin Nano Super as a dedicated AI agent box - 67 TOPS at 20W, running OpenClaw 24/7 | 0 | Sharing my setup for anyone considering low-power always-on AI hardware.
I've been running a Jetson Orin Nano Super as a dedicated OpenClaw agent box for a few weeks now. The use case isn't local LLM inference (it uses cloud APIs for that) but rather as a dedicated always-on AI gateway that handles:
- Telegram/WhatsA... | 2026-02-08T09:48:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qz4xow/jetson_orin_nano_super_as_a_dedicated_ai_agent/ | superactro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz4xow | false | null | t3_1qz4xow | /r/LocalLLaMA/comments/1qz4xow/jetson_orin_nano_super_as_a_dedicated_ai_agent/ | false | false | self | 0 | null |
Deterministic Thinking for Probabilistic Minds | 0 | [CIM - causal intelligence workflow, for externalized reasoning as a tool](https://preview.redd.it/nnxc9h1aq8ig1.jpg?width=1544&format=pjpg&auto=webp&s=31eea9233446ae7bf257d236319ead96a395d67d)
\*\*Working on a passion, which i call "intelligence module" composed of decoupled retrievals, and graph build on the fly, co... | 2026-02-08T09:36:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qz4r1c/deterministic_thinking_for_probabilistic_minds/ | frank_brsrk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz4r1c | false | null | t3_1qz4r1c | /r/LocalLLaMA/comments/1qz4r1c/deterministic_thinking_for_probabilistic_minds/ | false | false | 0 | null | |
do they have anything other than opposing open source and saying ai will kidnap yo grandma as their marketing?? | 48 | ERROR: type should be string, got "https://preview.redd.it/s69whjp5l8ig1.png?width=1425&format=png&auto=webp&s=7aab9b29df4f36f38f3935e996ee0925155b0bf4\n\n50% of Anthropic's all marketing:\n\n\\>pick 500 vibecoded ai slop open projects and write how open source is full of flaws\n\n\\>write articles how open source projects will kill you, ruin world peace and need regulation" | 2026-02-08T09:08:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qz4a8n/do_they_have_anything_other_than_opposing_open/ | Acceptable_Home_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz4a8n | false | null | t3_1qz4a8n | /r/LocalLLaMA/comments/1qz4a8n/do_they_have_anything_other_than_opposing_open/ | false | false | 48 | null | |
Addressing a fundamental flaw in hybrid search by introducing a Log-Odds Conjunction framework in Bayesian BM25 | 7 | [https://github.com/instructkr/bb25/pull/1](https://github.com/instructkr/bb25/pull/1)
https://preview.redd.it/pk2eefjni8ig1.png?width=1476&format=png&auto=webp&s=706b1a35afd2a25b2b6182fc7db9fd106045d9bc
To the Information Retrieval Community..
A significant update has been merged into the Bayesian BM25 (bb25) repo... | 2026-02-08T08:52:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qz40oh/addressing_a_fundamental_flaw_in_hybrid_search_by/ | Ok_Rub1689 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz40oh | false | null | t3_1qz40oh | /r/LocalLLaMA/comments/1qz40oh/addressing_a_fundamental_flaw_in_hybrid_search_by/ | false | false | 7 | null | |
Idea: decentralized LLM network with P2P knowledge sharing and crypto incentives | 1 | [removed] | 2026-02-08T08:48:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qz3y7v/idea_decentralized_llm_network_with_p2p_knowledge/ | Willing_Help_6817 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz3y7v | false | null | t3_1qz3y7v | /r/LocalLLaMA/comments/1qz3y7v/idea_decentralized_llm_network_with_p2p_knowledge/ | false | false | self | 1 | null |
Idea: decentralized LLM network with P2P knowledge sharing and crypto incentives | 1 | [removed] | 2026-02-08T08:43:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qz3vkz/idea_decentralized_llm_network_with_p2p_knowledge/ | Willing_Help_6817 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz3vkz | false | null | t3_1qz3vkz | /r/LocalLLaMA/comments/1qz3vkz/idea_decentralized_llm_network_with_p2p_knowledge/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'sw6sX0_10zJF3DR1V1Sswuxfkc8JAzPIQZ-mHL67ip4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/sw6sX0_10zJF3DR1V1Sswuxfkc8JAzPIQZ-mHL67ip4.png?width=108&crop=smart&auto=webp&s=5f5e556de42cf8f77de6e32b86f7e1a9d1351c7a', 'width': 108}, {'height': 108, 'url': 'h... |
Anti-Rec: Step 3.5 Flash is pretty bad (or I'm using it wrong?) | 0 | After reading the hype post https://old.reddit.com/r/LocalLLaMA/comments/1qtjhc8/step35flash_196ba11b_outperforms_glm47_and/ and seeing that llama.cpp GGUF support is now merged for koboldcpp and llama.cpp, I decided to try this model. And my results were so disappointing I felt like I had to make a post for it to coun... | 2026-02-08T08:04:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qz38ad/antirec_step_35_flash_is_pretty_bad_or_im_using/ | HadesThrowaway | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz38ad | false | null | t3_1qz38ad | /r/LocalLLaMA/comments/1qz38ad/antirec_step_35_flash_is_pretty_bad_or_im_using/ | false | false | self | 0 | null |
How do you fine tune a model with unsloth/others but with Q4 or lower + offloading to ram? | 2 | Hi, I tried to make it work, but failed. Maybe I'm doing something wrong or unsloth just doesn't support this?? | 2026-02-08T07:59:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qz35cb/how_do_you_fine_tune_a_model_with_unslothothers/ | No_Farmer_495 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz35cb | false | null | t3_1qz35cb | /r/LocalLLaMA/comments/1qz35cb/how_do_you_fine_tune_a_model_with_unslothothers/ | false | false | self | 2 | null |
Qwen3-VL 2B LoRA finetuning | 2 | I want to finetune Qwen3-VL 2B model but stuck at deciding appropriate configuration of LoRA finetuning.
I have limited gpu resources so cant do hyperparameter tuning.
It would be a great help if anyone of you having experience with LoRA finetuning can give some suggestions.
Thank You | 2026-02-08T07:58:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qz34g9/qwen3vl_2b_lora_finetuning/ | NailCertain7181 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz34g9 | false | null | t3_1qz34g9 | /r/LocalLLaMA/comments/1qz34g9/qwen3vl_2b_lora_finetuning/ | false | false | self | 2 | null |
I benchmarked 672 "Return JSON only" calls. Strict parsing failed 67% of the time. Here's why. | 33 | I’ve been building several LLM apps that rely on streaming JSON. The idea seemed quite simple: tell the model to "Return JSON only" and pipe it into my app.
But I kept breaking my parsers. The models would give me perfect logic, but wrapped in markdown fences (`\`\`\`json`) or preceded by conversational filler like "H... | 2026-02-08T07:16:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qz2fra/i_benchmarked_672_return_json_only_calls_strict/ | rozetyp | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz2fra | false | null | t3_1qz2fra | /r/LocalLLaMA/comments/1qz2fra/i_benchmarked_672_return_json_only_calls_strict/ | false | false | self | 33 | null |
Train a custom LLM and host it? | 1 | Hello people, is there an easy way to train a pre-existing LLM with custom data and host it for other people to use?
let's say i have a huge stash of legacy data from a local business, and i want to allow customers to interact with that knowledge-base.
Is there an easy framework to do so?
I am a product manager ... | 2026-02-08T07:08:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qz2aqn/train_a_custom_llm_and_host_it/ | new-acc-who-dis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz2aqn | false | null | t3_1qz2aqn | /r/LocalLLaMA/comments/1qz2aqn/train_a_custom_llm_and_host_it/ | false | false | self | 1 | null |
PR opened for Qwen3.5!! | 605 | https://github.com/huggingface/transformers/pull/43830/
Looking at the code at `src/transformers/models/qwen3_5/modeling_qwen3_5.py`, it looks like Qwen3.5 series will have VLMs right off the bat! | 2026-02-08T06:57:13 | Mysterious_Finish543 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qz23pp | false | null | t3_1qz23pp | /r/LocalLLaMA/comments/1qz23pp/pr_opened_for_qwen35/ | false | false | 605 | {'enabled': True, 'images': [{'id': 'r10pwm02y7ig1', 'resolutions': [{'height': 66, 'url': 'https://preview.redd.it/r10pwm02y7ig1.png?width=108&crop=smart&auto=webp&s=111b8b8c54d0122189d54a469ae670e6dc793fda', 'width': 108}, {'height': 132, 'url': 'https://preview.redd.it/r10pwm02y7ig1.png?width=216&crop=smart&auto=web... | ||
Imagine chatting with all your research documents | 0 | so imagine this: you could chat with a super-smart AI that knows everything in all your documents and events.
you ask a question, and it answers you based on everything it has seen, no flipping pages, no losing track of info, no forgetting past files.
i got the idea after diving into some massive document collection... | 2026-02-08T06:46:15 | https://www.reddit.com/r/LocalLLaMA/comments/1qz1x3u/imagine_chatting_with_all_your_research_documents/ | Crypto_Tn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz1x3u | false | null | t3_1qz1x3u | /r/LocalLLaMA/comments/1qz1x3u/imagine_chatting_with_all_your_research_documents/ | false | false | self | 0 | null |
Demo of "Recursive Session Forking" running on local Ollama (Dropstone v3.0.5). Claims to serialize reasoning chains into shareable files. Thoughts on this architecture? | 1 | I've been tracking the recent updates from Blankline (the lab behind Dropstone), and their v3.0.5 release dropped a feature that caught my eye: Session Forking.
Most local coding agents (like standard Ollama integrations) suffer from context drift—if I fix a bug locally, that "reasoning path" is locked on my machine.
... | 2026-02-08T06:45:42 | https://v.redd.it/3lfshuwav7ig1 | Accomplished-Cut4024 | /r/LocalLLaMA/comments/1qz1wr5/demo_of_recursive_session_forking_running_on/ | 1970-01-01T00:00:00 | 0 | {} | 1qz1wr5 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/3lfshuwav7ig1/DASHPlaylist.mpd?a=1773254752%2CNmVkMDhlNGIxYjg3NmY4NTlkZDVhNjcxZWFhZDNhMjQ5Y2UxNzY0N2QwYjY4ZmRhMDMwZTI1NDUyNDA0NTVmYQ%3D%3D&v=1&f=sd', 'duration': 102, 'fallback_url': 'https://v.redd.it/3lfshuwav7ig1/CMAF_1080.mp4?source=fallback', '... | t3_1qz1wr5 | /r/LocalLLaMA/comments/1qz1wr5/demo_of_recursive_session_forking_running_on/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'aGcwNGZteWF2N2lnMdn90cBmA_wwHmfJs0UPkiz_DXbl5qrKFA3cYoA9i6jV', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/aGcwNGZteWF2N2lnMdn90cBmA_wwHmfJs0UPkiz_DXbl5qrKFA3cYoA9i6jV.png?width=108&crop=smart&format=pjpg&auto=webp&s=806d44cbd2f84cd5d14a5a2cf9af8064ec204... | |
Structured Data: Schema vs LLMs (What Actually Matters in AI Search) | 0 | # Structured Data: Schema vs LLMs (What Actually Matters in AI Search)
Structured data and large language models (LLMs) play very different roles in modern search. While schema markup helps traditional search engines understand pages, LLMs rely far more on **content clarity and structure** than on explicit markup.
Th... | 2026-02-08T06:41:40 | https://www.reddit.com/r/LocalLLaMA/comments/1qz1u7c/structured_data_schema_vs_llms_what_actually/ | DriftNoble | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz1u7c | false | null | t3_1qz1u7c | /r/LocalLLaMA/comments/1qz1u7c/structured_data_schema_vs_llms_what_actually/ | false | false | self | 0 | null |
What are some things you guys are using Local LLMs for? | 116 | So far im only using it for coding and search related stuff but anything else would be cool | 2026-02-08T05:57:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qz11n9/what_are_some_things_you_guys_are_using_local/ | Odd-Ordinary-5922 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz11n9 | false | null | t3_1qz11n9 | /r/LocalLLaMA/comments/1qz11n9/what_are_some_things_you_guys_are_using_local/ | false | false | self | 116 | null |
I built a source-grounded LLM pipeline to stop hallucinated learning paths — looking for technical feedback | 0 | I’ve been experimenting with a problem that keeps coming up when LLMs are used for learning or research:
They’re great at explaining things, but terrible at grounding answers in "actual usable sources".
So I built a small system that:
\- pulls from GitHub, Kaggle, arXiv, YouTube, StackOverflow
\- enforces practice-... | 2026-02-08T05:36:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qz0nrk/i_built_a_sourcegrounded_llm_pipeline_to_stop/ | Appropriate_West_879 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz0nrk | false | null | t3_1qz0nrk | /r/LocalLLaMA/comments/1qz0nrk/i_built_a_sourcegrounded_llm_pipeline_to_stop/ | false | false | self | 0 | null |
I made an MNN of Jan-v3 4B | 5 | Use case: MNN Chat on Android or iOS
If you're not familiar with it: MNN Chat is a really fast local LLM chat app--for example, I got 73.92 tokens per second prefill (28 tokens) and 16.3 tokens per second decode (465 tokens) with this model on my Galaxy S24+:
https://preview.redd.it/u48fuijyi7ig1.png?width=1080&forma... | 2026-02-08T05:32:41 | https://www.reddit.com/r/LocalLLaMA/comments/1qz0l8z/i_made_an_mnn_of_janv3_4b/ | DeProgrammer99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz0l8z | false | null | t3_1qz0l8z | /r/LocalLLaMA/comments/1qz0l8z/i_made_an_mnn_of_janv3_4b/ | false | false | 5 | null | |
small project got big? help? | 2 | Started by trying to get chatgpt and siri to work together, failed miserably learned a ton here's what came out of it...its a wrapper (sort of) but it makes all of the things llms do visible, and has some neuroscience stuff. AS DESIGN CONSTRAINTS! i don't think it's alive.
it runs on my machine and i need to know wh... | 2026-02-08T05:21:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qz0did/small_project_got_big_help/ | Automatic-Finger7723 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qz0did | false | null | t3_1qz0did | /r/LocalLLaMA/comments/1qz0did/small_project_got_big_help/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'sncDQmhvly84s9HpTJcD4BZcxVSYSgNgmNDhNFgXSNQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/sncDQmhvly84s9HpTJcD4BZcxVSYSgNgmNDhNFgXSNQ.png?width=108&crop=smart&auto=webp&s=64ecebf75890b5247a9051a2df71d2585d4b9dc0', 'width': 108}, {'height': 108, 'url': 'h... |
Made Claude Code Agent Teams model-agnostic with a translation proxy. Use any model as a teammate. | 0 | Claude Code Agent Teams is arguably the best multi-agent coding system right now. 15+ tools, file access, bash, git, task coordination, messaging. But every agent has to be Claude.
I built a proxy that changes that. It intercepts the teammate's Anthropic API calls and translates them to OpenAI Chat Completions ... | 2026-02-08T04:49:30 | https://www.reddit.com/r/LocalLLaMA/comments/1qyzrfs/made_claude_code_agent_teams_modelagnostic_with_a/ | Thick_Professional14 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qyzrfs | false | null | t3_1qyzrfs | /r/LocalLLaMA/comments/1qyzrfs/made_claude_code_agent_teams_modelagnostic_with_a/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'W8tgiG7ce7rRMDmUYAfeGZn0prkZB8TCU65mHTW6-n4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/W8tgiG7ce7rRMDmUYAfeGZn0prkZB8TCU65mHTW6-n4.png?width=108&crop=smart&auto=webp&s=53acbd1bfe95746b5159365de901d09d1a90030c', 'width': 108}, {'height': 108, 'url': 'h... |
Is this model working fine at Q4km? How does it compare to the original? | 3 | Is there a benchmark? | 2026-02-08T04:48:45 | https://huggingface.co/lovedheart/Qwen3-Coder-Next-REAP-48B-A3B-GGUF | Significant_Fig_7581 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qyzqwz | false | null | t3_1qyzqwz | /r/LocalLLaMA/comments/1qyzqwz/is_this_model_working_fine_at_q4km_how_does_it/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'j98XKqoJ3UOGeW66Etg0lVtFqPsaabyeyZuH8PQVb-0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/j98XKqoJ3UOGeW66Etg0lVtFqPsaabyeyZuH8PQVb-0.png?width=108&crop=smart&auto=webp&s=3ea7f72e85d02863021f7194615de2b3ea8ba5fd', 'width': 108}, {'height': 116, 'url': 'h... | |
LLM forgets it can use MCP tools | 1 | [removed] | 2026-02-08T04:26:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qyzb3h/llm_forgets_it_can_use_mcp_tools/ | moe_34567 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qyzb3h | false | null | t3_1qyzb3h | /r/LocalLLaMA/comments/1qyzb3h/llm_forgets_it_can_use_mcp_tools/ | false | false | self | 1 | null |
LLM forgets it can use MCP tools | 1 | [removed] | 2026-02-08T04:05:17 | https://www.reddit.com/r/LocalLLaMA/comments/1qyyw3k/llm_forgets_it_can_use_mcp_tools/ | moe_34567 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qyyw3k | false | null | t3_1qyyw3k | /r/LocalLLaMA/comments/1qyyw3k/llm_forgets_it_can_use_mcp_tools/ | false | false | self | 1 | null |
Llama.cpp's "--fit" can give major speedups over "--ot" for Qwen3-Coder-Next (2x3090 - graphs/chart included) | 97 | Qwen3-Coder-Next (unsloth's UD\_Q4\_K\_XL) on dual RTX 3090 with llama.cpp b7941. More info in comments. | 2026-02-08T03:54:02 | https://www.reddit.com/gallery/1qyynyw | tmflynnt | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qyynyw | false | null | t3_1qyynyw | /r/LocalLLaMA/comments/1qyynyw/llamacpps_fit_can_give_major_speedups_over_ot_for/ | false | false | 97 | null | |
Let's talk local inference on phones! Right now I'm running both Qwen3-4B and Gemma-3N-E2B with great results. | 1 | [removed] | 2026-02-08T03:51:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qyym0a/lets_talk_local_inference_on_phones_right_now_im/ | AlphaSyntauri | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qyym0a | false | null | t3_1qyym0a | /r/LocalLLaMA/comments/1qyym0a/lets_talk_local_inference_on_phones_right_now_im/ | false | false | self | 1 | null |
RTX 3060 | core I9 9900kf | 64GB DDR4 | 1TB M.2 2280 - Qwen3-Coder-30B | 1 | [removed] | 2026-02-08T03:27:15 | https://www.reddit.com/r/LocalLLaMA/comments/1qyy4d4/rtx_3060_core_i9_9900kf_64gb_ddr4_1tb_m2_2280/ | stecha66 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qyy4d4 | false | null | t3_1qyy4d4 | /r/LocalLLaMA/comments/1qyy4d4/rtx_3060_core_i9_9900kf_64gb_ddr4_1tb_m2_2280/ | false | false | self | 1 | null |
When my friend asked me, "What is the use of Agent Skill?" I wrote an article | 0 | # What Is Agent Skill Really For? Exploring New Paradigms in Agent Development from a Hacker News Hot Post
Over the past year, terms like "Agent," "Skill," "MCP," and "tool calling" have become increasingly common. Yet, when it comes to applying them in daily development or business work, many still have a question ma... | 2026-02-08T03:04:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qyxnfl/when_my_friend_asked_me_what_is_the_use_of_agent/ | Intelligent_Front701 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qyxnfl | false | null | t3_1qyxnfl | /r/LocalLLaMA/comments/1qyxnfl/when_my_friend_asked_me_what_is_the_use_of_agent/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'yMpWovi1IB8425I7UifLL8y0gdSEz8sOLM4eHHjTruM', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/yMpWovi1IB8425I7UifLL8y0gdSEz8sOLM4eHHjTruM.jpeg?width=108&crop=smart&auto=webp&s=e7df15107cb475b3eabb36e2dc29834c7c2333b3', 'width': 108}, {'height': 216, 'url': ... |
Another use for my local llm | 5 | I was helping a friend of mine with an article about AI and software development. As part of it GPT generated a Chrome extension for us, that grabs a content of a site you currently on, and sends it to my local lmstudio with a prompt. Lmstudio returns back list of facts, claims and opinions, along with evidence for eac... | 2026-02-08T02:36:10 | https://www.reddit.com/r/LocalLLaMA/comments/1qyx1b2/another_use_for_my_local_llm/ | regjoe13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qyx1b2 | false | null | t3_1qyx1b2 | /r/LocalLLaMA/comments/1qyx1b2/another_use_for_my_local_llm/ | false | false | self | 5 | null |
Epyc rome 7B12 or milan 7B13 | 3 | 7B12 = $400
7B13 = $700
Does Milan justify the extra 300 bucks ? (considering CPU only LLM) | 2026-02-08T02:26:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qywu17/epyc_rome_7b12_or_milan_7b13/ | peplegal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qywu17 | false | null | t3_1qywu17 | /r/LocalLLaMA/comments/1qywu17/epyc_rome_7b12_or_milan_7b13/ | false | false | self | 3 | null |
Self-hosted LLM sometimes answers instead of calling MCP tool | 2 | I’m building a local voice assistant using a self-hosted LLM (llama.cpp via llama-swap). Tools are exposed via MCP.
**Problem:**
On the first few runs it uses the MCP tools. After a few questions it tells me it can't get the answer because it doesn't know. I am storing the chat history in a file and feeding it to th... | 2026-02-08T02:23:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qywr64/selfhosted_llm_sometimes_answers_instead_of/ | moe_34567 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qywr64 | false | null | t3_1qywr64 | /r/LocalLLaMA/comments/1qywr64/selfhosted_llm_sometimes_answers_instead_of/ | false | false | self | 2 | null |
Step-3.5 Flash | 18 | stepfun-ai\_Step-3.5-Flash-Q3\_K\_M from [https://huggingface.co/bartowski/stepfun-ai\_Step-3.5-Flash-GGUF](https://huggingface.co/bartowski/stepfun-ai_Step-3.5-Flash-GGUF) | 2026-02-08T02:16:12 | https://www.reddit.com/gallery/1qywlk0 | jacek2023 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qywlk0 | false | null | t3_1qywlk0 | /r/LocalLLaMA/comments/1qywlk0/step35_flash/ | false | false | 18 | null |
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