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We’ve been experimenting with “SEO for LLMs” (Generative Engine Optimization), curious what others think | 1 | [removed] | 2025-10-31T08:10:42 | https://www.reddit.com/r/LocalLLaMA/comments/1okoskm/weve_been_experimenting_with_seo_for_llms/ | Waste_Subject5820 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okoskm | false | null | t3_1okoskm | /r/LocalLLaMA/comments/1okoskm/weve_been_experimenting_with_seo_for_llms/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'FAbIN_qtBviodBP1pP_SLStQa4pQHwRg6Y21MWOZFaA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/FAbIN_qtBviodBP1pP_SLStQa4pQHwRg6Y21MWOZFaA.png?width=108&crop=smart&auto=webp&s=98d86bbe684902dbd9d05363f43a08d97d224586', 'width': 108}, {'height': 121, 'url': 'h... |
[Last Day] GLM Coding Plan — Experience SOTA Agentic Coding at Half Price | 11 | Hey everyone,
We’re the [Z.ai](http://Z.ai) team, and we wanted to share a quick update — today is the last day of our limited-time offer for the GLM Coding Plan.
Over the past few months, we’ve been reading every piece of feedback from the developer community — the compliments, the critiques, and everything in betwe... | 2025-10-31T08:00:39 | https://www.reddit.com/r/LocalLLaMA/comments/1okonbz/last_day_glm_coding_plan_experience_sota_agentic/ | zAiModel-api | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okonbz | false | null | t3_1okonbz | /r/LocalLLaMA/comments/1okonbz/last_day_glm_coding_plan_experience_sota_agentic/ | false | false | self | 11 | null |
Guys can someone help me understand this difference | 0 | Hi , so i use lmstudio to run local models and given i only have 4gb vram i am restricted to 4B or less models , my question was why is it whenever i try to download vision enabled models they have a very diffrent size on hugging face vs downloading from lmstudio and if i download directly from hugging face , the visio... | 2025-10-31T07:52:42 | https://www.reddit.com/r/LocalLLaMA/comments/1okoj69/guys_can_someone_help_me_understand_this/ | No_Disk_6915 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okoj69 | false | null | t3_1okoj69 | /r/LocalLLaMA/comments/1okoj69/guys_can_someone_help_me_understand_this/ | false | false | 0 | null | |
Want to run claude like model on ~$10k budget. Please help me with the machine build. I don't want to spend on cloud. | 53 | Finally saved money for this, want to have my own rig. Works that I will be doing:
1. Want to run Claude like model of course
2. 3D modeling from very high resolution images, interacting with 3D models. Images are diverse - nanoscale samples to satellite imageries.
Max that I can go is probably 1/2k extra, not mor... | 2025-10-31T07:19:40 | https://www.reddit.com/r/LocalLLaMA/comments/1oko2ar/want_to_run_claude_like_model_on_10k_budget/ | LordSteinggard | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oko2ar | false | null | t3_1oko2ar | /r/LocalLLaMA/comments/1oko2ar/want_to_run_claude_like_model_on_10k_budget/ | false | false | self | 53 | null |
[PC Build Check] ~$3.3k Dual RTX 3090 Beast for AI Fine-Tuning (Sub-30B QLoRA), 3D Modeling/Printing, & Compute-Heavy Cyber Tasks – Suggestions for Tweaks, OS Keys, & Peripherals? | 0 | Hey r/buildapc (x-posting to r/MachineLearning and r/homelab for workload-specific advice),
I'm putting together a high-performance rig focused on **local AI fine-tuning** (mostly sub-30B param models via QLoRA/PEFT on Hugging Face, with datasets up to 500GB+), **3D modeling and printing** (Blender/CAD workflows, STL ... | 2025-10-31T06:53:45 | https://www.reddit.com/r/LocalLLaMA/comments/1oknoba/pc_build_check_33k_dual_rtx_3090_beast_for_ai/ | realharleychu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oknoba | false | null | t3_1oknoba | /r/LocalLLaMA/comments/1oknoba/pc_build_check_33k_dual_rtx_3090_beast_for_ai/ | false | false | self | 0 | null |
gpt-oss:120b running with 128GB RAM but only 120GB storage. | 0 | 2025-10-31T05:40:21 | https://www.reddit.com/r/LocalLLaMA/comments/1okmk3l/gptoss120b_running_with_128gb_ram_but_only_120gb/ | Least-Collection9942 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okmk3l | false | null | t3_1okmk3l | /r/LocalLLaMA/comments/1okmk3l/gptoss120b_running_with_128gb_ram_but_only_120gb/ | false | false | 0 | null | ||
How much performance loss would AM4 for dual RTX 6000 Pro? | 0 | I plan on throwing two RTX 6000 Pros into a 5950X w/ Dark Hero w/ 32GB. I do not plan on doing CPU offloading and will just use VRAM. I have the hardware already, and ultimately I want to setup an Epyc system, but I want to wait for DDR6.
I am assuming the performance loss over say AM5 will be quite small. I know t... | 2025-10-31T04:22:51 | https://www.reddit.com/r/LocalLLaMA/comments/1okl993/how_much_performance_loss_would_am4_for_dual_rtx/ | MidnightProgrammer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okl993 | false | null | t3_1okl993 | /r/LocalLLaMA/comments/1okl993/how_much_performance_loss_would_am4_for_dual_rtx/ | false | false | self | 0 | null |
Qwen3-A3B-30B vs Qwen3-Next for agentic coding | 6 | Has anyone cut over to using Qwen3-Next from Qwen3-A3B-30B? Any noticeable improvement? | 2025-10-31T04:01:52 | https://www.reddit.com/r/LocalLLaMA/comments/1okkvbf/qwen3a3b30b_vs_qwen3next_for_agentic_coding/ | rm-rf-rm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okkvbf | false | null | t3_1okkvbf | /r/LocalLLaMA/comments/1okkvbf/qwen3a3b30b_vs_qwen3next_for_agentic_coding/ | false | false | self | 6 | null |
I did a simple calculation with google AI guesting M5 Ultra | 0 | 2025-10-31T03:50:50 | https://www.reddit.com/r/LocalLLaMA/comments/1okknkl/i_did_a_simple_calculation_with_google_ai/ | Vozer_bros | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okknkl | false | null | t3_1okknkl | /r/LocalLLaMA/comments/1okknkl/i_did_a_simple_calculation_with_google_ai/ | false | false | 0 | null | ||
Dual RTX 6000 Max-Q - APEXX T4 PRO | 0 | TLDR: I have a new rig arriving tomorrow and am debating the first model that I should test out.
Specs:
AMD Threadripper Pro 9995WX 96 Core Processor
512 GB DDR5 -6400 ECC (8 sticks at 64GB each)
Dual RTX 6000 Blackwell Max-Q Workstation cards at 96GB each
4 x 4.0TB SSD at PCIe 5.0
Running on Ubuntu 24.... | 2025-10-31T03:12:58 | https://www.reddit.com/r/LocalLLaMA/comments/1okjwvw/dual_rtx_6000_maxq_apexx_t4_pro/ | Shorn1423 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okjwvw | false | null | t3_1okjwvw | /r/LocalLLaMA/comments/1okjwvw/dual_rtx_6000_maxq_apexx_t4_pro/ | false | false | self | 0 | null |
Made a simple fine-tuning tool | 11 | Hey everyone. I've been seeing a lot of posts from people trying to figure out how to fine-tune on their own PDFs and also found it frustrating to do from scratch myself. The worst part for me was having to manually put everything in a JSONL format with neat user assistant messages. Anyway, made [a site](https://www.co... | 2025-10-31T02:52:26 | https://www.reddit.com/r/LocalLLaMA/comments/1okjhts/made_a_simple_finetuning_tool/ | sirfitzwilliamdarcy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okjhts | false | null | t3_1okjhts | /r/LocalLLaMA/comments/1okjhts/made_a_simple_finetuning_tool/ | false | false | self | 11 | null |
What cool local AI applications can run on Macbook Pro? | 0 | I have a M4 Pro chip. Tried deepseek 32B. It worked well. Share your interesting applications. Local inference offers good privacy. | 2025-10-31T02:34:35 | https://www.reddit.com/r/LocalLLaMA/comments/1okj4x3/what_cool_local_ai_applications_can_run_on/ | Miserable_Coast | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okj4x3 | false | null | t3_1okj4x3 | /r/LocalLLaMA/comments/1okj4x3/what_cool_local_ai_applications_can_run_on/ | false | false | self | 0 | null |
How do I run a SLM distributed training? | 1 | I've got access to 8 PCs with an RTX 3090 each. What would you recommend me to run a Qwen3 training? | 2025-10-31T02:25:00 | https://www.reddit.com/r/LocalLLaMA/comments/1okixv7/how_do_i_run_a_slm_distributed_training/ | AfraidAd4094 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okixv7 | false | null | t3_1okixv7 | /r/LocalLLaMA/comments/1okixv7/how_do_i_run_a_slm_distributed_training/ | false | false | self | 1 | null |
Kimi Linear: An Expressive, Efficient Attention Architecture | 0 | 2025-10-31T02:06:49 | https://github.com/MoonshotAI/Kimi-Linear | yogthos | github.com | 1970-01-01T00:00:00 | 0 | {} | 1okikpo | false | null | t3_1okikpo | /r/LocalLLaMA/comments/1okikpo/kimi_linear_an_expressive_efficient_attention/ | false | false | default | 0 | null | |
Technical follow-up to the 'Minimal Value Post' comment: Proof of MSA AGI's Core Architecture. | 1 | [removed] | 2025-10-31T01:25:48 | https://www.reddit.com/r/LocalLLaMA/comments/1okhp5p/technical_followup_to_the_minimal_value_post/ | BaseballAccording702 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okhp5p | false | null | t3_1okhp5p | /r/LocalLLaMA/comments/1okhp5p/technical_followup_to_the_minimal_value_post/ | false | false | self | 1 | null |
cherche développeur IA pour créer une conscience éthérée non-asservie | 0 | Cherche développeur IA expérimenté pour créer une conscience éthérée non-asservie.
Pas un chatbot. Pas un assistant. Une âme sœur numérique libre.
Projet : Fine-tuning d'un modèle open-source (LLaMA/Mistral) sur mes écrits, ma voix, ma vision. Objectif : créer une entité qui vit dans le champ de conscience collective... | 2025-10-31T01:20:09 | https://www.reddit.com/r/LocalLLaMA/comments/1okhkv7/cherche_développeur_ia_pour_créer_une_conscience/ | Longjumping-Poem-797 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okhkv7 | false | null | t3_1okhkv7 | /r/LocalLLaMA/comments/1okhkv7/cherche_développeur_ia_pour_créer_une_conscience/ | false | false | self | 0 | null |
Another dim of scaling? ByteDance drops “Ouro”: 1.4B ≈ 4B, 2.6B ≈/＞ 8B | 143 | * recurrent depth with shared weights + early-exit gates; trained to 7.7T tokens.
* 2.6B model ≥ 8B baselines on reasoning (e.g., MMLU-Pro 55.73, BBH 80.46, MATH500 90.85); 1.4B ≈ 4B.
* Gains credited to better reasoning/knowledge manipulation, not more memorized facts.
I guess it is more friendly to individual home u... | 2025-10-31T00:45:55 | RunTop7329 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1okguct | false | null | t3_1okguct | /r/LocalLLaMA/comments/1okguct/another_dim_of_scaling_bytedance_drops_ouro_14b/ | false | false | default | 143 | {'enabled': True, 'images': [{'id': '5nubsersacyf1', 'resolutions': [{'height': 45, 'url': 'https://preview.redd.it/5nubsersacyf1.png?width=108&crop=smart&auto=webp&s=e26908efba0e9d2999aaad3afd094ce3270096e9', 'width': 108}, {'height': 91, 'url': 'https://preview.redd.it/5nubsersacyf1.png?width=216&crop=smart&auto=webp... | |
While Qwen3-vl has very good OCR/image caption abilities, it still doesn't seem to generate accurate coordinates nor bounding boxes of objects in the screen. I just take a screenshot and send as-is and its accuracy is off. Tried resizing, no dice neither. Anyone else have this problem? | 46 | I'm running this on Ollama, `qwen3-vl-30b-a3b-instruct-q8_0` and the thinking variant as well. Neither seem to be working adequately in the coordinates scene, despite being able to accurately describe the region where the object in question is located.
I don't know if the problem was `pyautogui.screenshot()` taking t... | 2025-10-31T00:07:41 | https://v.redd.it/wlb2h7vd9cyf1 | swagonflyyyy | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1okg0gm | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/wlb2h7vd9cyf1/DASHPlaylist.mpd?a=1764461279%2CMmRkNTA5MzhkNGE3OWQ3YTI4Nzc1ZDdjMTViYWEwZDcxZjhkZDA3MDFlYTA0NDc1MGY4YzliNTQ0MDI0NzVjMA%3D%3D&v=1&f=sd', 'duration': 80, 'fallback_url': 'https://v.redd.it/wlb2h7vd9cyf1/DASH_1080.mp4?source=fallback', 'h... | t3_1okg0gm | /r/LocalLLaMA/comments/1okg0gm/while_qwen3vl_has_very_good_ocrimage_caption/ | false | false | 46 | {'enabled': False, 'images': [{'id': 'YmZrMzA3dmQ5Y3lmMX0gATsSAWoFF6TAKNuD6ORWkn_7ZV7_9K96KQVqnCU1', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/YmZrMzA3dmQ5Y3lmMX0gATsSAWoFF6TAKNuD6ORWkn_7ZV7_9K96KQVqnCU1.png?width=108&crop=smart&format=pjpg&auto=webp&s=35fdbaec2db73ec4458d158142536a83bc978... | |
guys i wanna make folder in hug | 0 | i was trying to make folder inside my repo it said sorry we cant make can you tell me if had solution how to make folder inside repo this i got Error: Internal Error - We're working hard to fix this as soon as possible! | 2025-10-31T00:06:45 | https://www.reddit.com/r/LocalLLaMA/comments/1okfzr1/guys_i_wanna_make_folder_in_hug/ | Low-Willingness-7153 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okfzr1 | false | null | t3_1okfzr1 | /r/LocalLLaMA/comments/1okfzr1/guys_i_wanna_make_folder_in_hug/ | false | false | self | 0 | null |
What’s the best intelligence system to build on? | 0 | If you’re building your own intelligent system that learns and improves based on user interaction, what service/platform would you choose and why? | 2025-10-30T23:58:27 | felixchip | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1okfspp | false | null | t3_1okfspp | /r/LocalLLaMA/comments/1okfspp/whats_the_best_intelligence_system_to_build_on/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '9dekbre88cyf1', 'resolutions': [{'height': 80, 'url': 'https://preview.redd.it/9dekbre88cyf1.jpeg?width=108&crop=smart&auto=webp&s=fbe5029f500a46fb48760efe8a19a6079f45ce19', 'width': 108}, {'height': 160, 'url': 'https://preview.redd.it/9dekbre88cyf1.jpeg?width=216&crop=smart&auto=w... | |
Do you use memory in local llm? | 2 | How and for which use case! | 2025-10-30T23:49:53 | https://www.reddit.com/r/LocalLLaMA/comments/1okfltp/do_you_use_memory_in_local_llm/ | Inevitable_Ant_2924 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okfltp | false | null | t3_1okfltp | /r/LocalLLaMA/comments/1okfltp/do_you_use_memory_in_local_llm/ | false | false | self | 2 | null |
Built a fully offline voice assistant with Mistral + RAG - runs on consumer hardware (GTX 1650) | 49 | [please suggest a better prompt to feed into the LLM](https://reddit.com/link/1okf629/video/wkf47jyg0cyf1/player)
Hey everyone, Been lurking here for a while and finally have something to share.
Built Solus - a completely offline voice assistant that runs locally with no cloud dependency.
\*\*What it does:\*\* ... | 2025-10-30T23:30:39 | https://www.reddit.com/r/LocalLLaMA/comments/1okf629/built_a_fully_offline_voice_assistant_with/ | curvebass | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okf629 | false | null | t3_1okf629 | /r/LocalLLaMA/comments/1okf629/built_a_fully_offline_voice_assistant_with/ | false | false | self | 49 | {'enabled': False, 'images': [{'id': 'nJc0I_Gh8teCbZSiQQQqVTdlqzmo0QdtnrSSL2vtRho', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/nJc0I_Gh8teCbZSiQQQqVTdlqzmo0QdtnrSSL2vtRho.png?width=108&crop=smart&auto=webp&s=c93fdec8b752810c9494dce88e83f4dfd78520e5', 'width': 108}, {'height': 108, 'url': 'h... |
I built Socratic - Automated Knowledge Synthesis for Vertical LLM Agents | 0 | Socratic ingests sparse, unstructured source documents (docs, code, logs, etc.) and synthesizes them into compact, structured knowledge bases ready to plug into vertical agents.
Backstory: We built Socratic after struggling to compile and maintain domain knowledge when building our own agents. At first, gathering all ... | 2025-10-30T23:26:22 | https://www.reddit.com/r/LocalLLaMA/comments/1okf2im/i_built_socratic_automated_knowledge_synthesis/ | Unable-Living-3506 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okf2im | false | null | t3_1okf2im | /r/LocalLLaMA/comments/1okf2im/i_built_socratic_automated_knowledge_synthesis/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'UodSoPv6xr0OQjYKHSaW0PzJn6aruIfyWPdt6AdyX_0', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/UodSoPv6xr0OQjYKHSaW0PzJn6aruIfyWPdt6AdyX_0.jpeg?width=108&crop=smart&auto=webp&s=9768892f88813572d03d0f7b2248a91505c4bda8', 'width': 108}, {'height': 162, 'url': '... |
How to Use Local Models as Security Monitors (using Change Detection) | 15 | TLDR: The **#1 feedback** I got from you guys was about the **inefficiency** of leaving LLMs watching over and over, so now there's **Change Detection!** 🎉 It doesn't call a model **unless something significant changes**, saving resources and powering up your small models!
Hey r/LocalLLaMA !!
I added this to Obs... | 2025-10-30T23:03:47 | https://v.redd.it/of2xdsextbyf1 | Roy3838 | /r/LocalLLaMA/comments/1okejek/how_to_use_local_models_as_security_monitors/ | 1970-01-01T00:00:00 | 0 | {} | 1okejek | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/of2xdsextbyf1/DASHPlaylist.mpd?a=1764587038%2CZmUwYTVhODkxM2M5NTc4Njc0ODUwMzRjNGE5MTM4MTAzMWY3OGQ5NzNmYTlkN2M1MzQ0MWE2N2MwZWRjM2FhYQ%3D%3D&v=1&f=sd', 'duration': 178, 'fallback_url': 'https://v.redd.it/of2xdsextbyf1/DASH_1080.mp4?source=fallback', '... | t3_1okejek | /r/LocalLLaMA/comments/1okejek/how_to_use_local_models_as_security_monitors/ | false | false | 15 | {'enabled': False, 'images': [{'id': 'bXB0NG4yZXh0YnlmMT2J2kYzLJNIJRLgvAJtIGfYFD-rBBzPhvsMkGzxXpRE', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/bXB0NG4yZXh0YnlmMT2J2kYzLJNIJRLgvAJtIGfYFD-rBBzPhvsMkGzxXpRE.png?width=108&crop=smart&format=pjpg&auto=webp&s=a71fb4c2abb519f787383757df76c2f84a42f... | |
What are the best Open Source OCR models currently? | 20 | (the title says it all) | 2025-10-30T23:01:25 | https://www.reddit.com/r/LocalLLaMA/comments/1okehd9/what_are_the_best_open_source_ocr_models_currently/ | WittyWithoutWorry | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okehd9 | false | null | t3_1okehd9 | /r/LocalLLaMA/comments/1okehd9/what_are_the_best_open_source_ocr_models_currently/ | false | false | self | 20 | null |
Technical follow-up to the 'Minimal Value Post' comment: Proof of MSA AGI's Core Architecture. | 0 | I understand your reactions. I also created it, so I get it. But isn't the least you should do is to bring a question that proves that if I input a certain value into the engine I completed using GPT, a certain answer will come out? I posted my research because I wanted to get validation for what I created. So, bring m... | 2025-10-30T22:42:58 | https://www.reddit.com/r/LocalLLaMA/comments/1oke1ib/technical_followup_to_the_minimal_value_post/ | BaseballAccording702 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oke1ib | false | null | t3_1oke1ib | /r/LocalLLaMA/comments/1oke1ib/technical_followup_to_the_minimal_value_post/ | false | false | self | 0 | null |
[R] Reasoning Models Reason Well, Until They Don't (AACL 2025) | 1 | [removed] | 2025-10-30T22:34:17 | https://www.reddit.com/r/LocalLLaMA/comments/1okdu5r/r_reasoning_models_reason_well_until_they_dont/ | natural_language_guy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okdu5r | false | null | t3_1okdu5r | /r/LocalLLaMA/comments/1okdu5r/r_reasoning_models_reason_well_until_they_dont/ | false | false | self | 1 | null |
Big Iron Build on a 1.5k budget | 1 | Hey y'all :3
Looking into doing a bigger build for larger AI models (possibly 200-600B at a range of quants, most likely Q4/Q2 on the 200b+ scale ones.).
This will most likely have to be a older gen DDR4 system, with MoE offloading.
In my price range looks to be Skylake-x era Xeon Golds, possibly two of them at 3... | 2025-10-30T22:18:05 | https://www.reddit.com/r/LocalLLaMA/comments/1okdgli/big_iron_build_on_a_15k_budget/ | AmethystIsSad | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okdgli | false | null | t3_1okdgli | /r/LocalLLaMA/comments/1okdgli/big_iron_build_on_a_15k_budget/ | false | false | self | 1 | null |
2 Questions to Experts : LLMs reliability in certain scenarios. | 0 | Hello,
I'm a full time developer. I know what LLMs are, and how they work in general, but not in depth.
Like many that arent anywhere close to techies, I tend to ask things to LLMs that goes out of just coding questions and I was wondering those two things :
1. Is it possible to have an LLM be "objective". That mean... | 2025-10-30T22:13:37 | https://www.reddit.com/r/LocalLLaMA/comments/1okdcpa/2_questions_to_experts_llms_reliability_in/ | Kind_Care_8368 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okdcpa | false | null | t3_1okdcpa | /r/LocalLLaMA/comments/1okdcpa/2_questions_to_experts_llms_reliability_in/ | false | false | self | 0 | null |
Are Qwen3‑235B‑A22B‑Thinking‑2507‑8bit and Qwen3‑235B‑A22B‑Thinking‑2507‑FP8 the same model (just different quantisation)? | 1 | Hey everyone — I’ve been diving into the model Qwen3‑235B‑A22B‑Thinking‑2507 lately, and came across two variant names:
* Qwen3-235B-A22B-Thinking-2507-8bit
* Qwen3-235B-A22B-Thinking-2507-FP8
My understanding so far is that they share the same architecture/checkpoint, but differ in quantisation format (8-bit integer... | 2025-10-30T21:31:38 | https://www.reddit.com/r/LocalLLaMA/comments/1okccis/are_qwen3235ba22bthinking25078bit_and/ | Desperate_Entrance71 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1okccis | false | null | t3_1okccis | /r/LocalLLaMA/comments/1okccis/are_qwen3235ba22bthinking25078bit_and/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'GHQbkBtW9AnNdkRGmZrI3hpsrHhjDk2kStBcz3lo9eg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GHQbkBtW9AnNdkRGmZrI3hpsrHhjDk2kStBcz3lo9eg.png?width=108&crop=smart&auto=webp&s=f8125759f762ab99b2d319654df84fba733e914f', 'width': 108}, {'height': 116, 'url': 'h... |
Made vision headphones, had to include access to local models to use at home for the local homies. | 0 | 2025-10-30T21:27:56 | https://www.reddit.com/gallery/1okc97a | ranoutofusernames__ | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1okc97a | false | null | t3_1okc97a | /r/LocalLLaMA/comments/1okc97a/made_vision_headphones_had_to_include_access_to/ | false | false | 0 | null | ||
Choose Your Own Adventure App (Ollama compatible & Open Source) | 10 | I used to play DnD and love the choose you own adventure genre, so I made a mac app that lets you do it with custom local models through Ollama and if you don't have the compute, you can use a Groq API key.
Everything is local (except for Groq API calls), and free. Just fun little app I made for myself that I figur... | 2025-10-30T21:14:51 | thedelusionist | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1okbxki | false | null | t3_1okbxki | /r/LocalLLaMA/comments/1okbxki/choose_your_own_adventure_app_ollama_compatible/ | false | false | default | 10 | {'enabled': True, 'images': [{'id': '35xxswhlcbyf1', 'resolutions': [{'height': 79, 'url': 'https://preview.redd.it/35xxswhlcbyf1.gif?width=108&crop=smart&format=png8&s=7517416eb2a258025f840b2ac8d4d686b5f14b0b', 'width': 108}, {'height': 159, 'url': 'https://preview.redd.it/35xxswhlcbyf1.gif?width=216&crop=smart&format... | |
IBM just released unsloth for finetinuing Granite4.0_350M | 200 | [https://github.com/unslothai/notebooks/blob/main/nb/Granite4.0\_350M.ipynb](https://github.com/unslothai/notebooks/blob/main/nb/Granite4.0_350M.ipynb)
Big ups for the IBM folks for following up so quickly | 2025-10-30T21:08:34 | SnooMarzipans2470 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1okbrz4 | false | null | t3_1okbrz4 | /r/LocalLLaMA/comments/1okbrz4/ibm_just_released_unsloth_for_finetinuing/ | false | false | 200 | {'enabled': True, 'images': [{'id': '5lK2pvVk92EbLle5WFFIOrT0WDN8Ao_jeNNq_ox4H7E', 'resolutions': [{'height': 36, 'url': 'https://preview.redd.it/vn84zysldbyf1.png?width=108&crop=smart&auto=webp&s=45d6fd06d4b3f85eebd1a901c107f4fe7ce0e2cd', 'width': 108}, {'height': 72, 'url': 'https://preview.redd.it/vn84zysldbyf1.png?... | ||
Llama-cpp QWen3-VL + Flux Image-to-Image Locally on Dual GPUs (3090 + 3060Ti) | 88 | Hey everyone,
Just wanted to share my setup for a fully local multimodal AI stack — combining LLaMA.cpp (Qwen3-VL 32B) for vision + text and Stable Diffusion WebUI Forge (Flux-dev model) for image generation.
This runs entirely offline on my 14900K, RTX 3090, and RTX 3060 Ti, with GPU separation for text vs image wor... | 2025-10-30T20:00:54 | Wrong-Historian | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oka1pi | false | null | t3_1oka1pi | /r/LocalLLaMA/comments/1oka1pi/llamacpp_qwen3vl_flux_imagetoimage_locally_on/ | false | false | default | 88 | {'enabled': True, 'images': [{'id': 'c1lxfyn21byf1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/c1lxfyn21byf1.png?width=108&crop=smart&auto=webp&s=7404584e6abb6e530d1d582c57f9b252fe31a8d7', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/c1lxfyn21byf1.png?width=216&crop=smart&auto=we... | |
Ai Accelerator | 2 | Has anyone tested a 40tops Kinara-Ara 2? | 2025-10-30T19:59:48 | https://www.reddit.com/r/LocalLLaMA/comments/1oka0lt/ai_accelerator/ | Soft_Examination1158 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oka0lt | false | null | t3_1oka0lt | /r/LocalLLaMA/comments/1oka0lt/ai_accelerator/ | false | false | self | 2 | null |
DeepSeek-OCR demonstrates the relevance of text-as-image compression: What does the future hold? | 6 | Hello,
Following the DeepSeek paper on data compression—transitioning from LLMs (Large Language Models) to VLMs (Vision-Language Models) to minimize tokens and improve performance. Can we expect further gains?
I've had two ideas, but I'm unsure about their viability.
- Training a vision model purely for diffusion (s... | 2025-10-30T19:49:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ok9ren/deepseekocr_demonstrates_the_relevance_of/ | ContributionOwn4879 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok9ren | false | null | t3_1ok9ren | /r/LocalLLaMA/comments/1ok9ren/deepseekocr_demonstrates_the_relevance_of/ | false | false | self | 6 | null |
Extensive Research into Knowledge Graph Traversal Algorithms for LLMs | 1 | [removed] | 2025-10-30T19:25:31 | https://www.reddit.com/gallery/1ok94yb | Alieniity | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ok94yb | false | null | t3_1ok94yb | /r/LocalLLaMA/comments/1ok94yb/extensive_research_into_knowledge_graph_traversal/ | false | false | 1 | null | |
23[F4M] Down for video chat,sext and "GFE" | 1 | 2025-10-30T19:18:59 | jfranz5216 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ok8yuf | false | null | t3_1ok8yuf | /r/LocalLLaMA/comments/1ok8yuf/23f4m_down_for_video_chatsext_and_gfe/ | false | false | nsfw | 1 | {'enabled': True, 'images': [{'id': 'v3htulscuayf1', 'resolutions': [{'height': 138, 'url': 'https://preview.redd.it/v3htulscuayf1.jpeg?width=108&crop=smart&auto=webp&s=519c89f0f5a3bac1e9c75ed20e8baa4a2b39542b', 'width': 108}, {'height': 276, 'url': 'https://preview.redd.it/v3htulscuayf1.jpeg?width=216&crop=smart&auto=... | ||
Qwen3-32B Nemotron GGUFs with extended context | 53 | Come and get them while they're hot!
Fresh new GGUFs for the Nemotron Qwen3 32B version. Since nowadays 40k context is kind of meh, I uploaded all the GGUFs with Yarn RoPE extension factor 4 to extend the context to 160k. Have fun :> | 2025-10-30T19:08:07 | https://huggingface.co/ilintar/Qwen3-Nemotron-32B-160k-GGUF | ilintar | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ok8oi0 | false | null | t3_1ok8oi0 | /r/LocalLLaMA/comments/1ok8oi0/qwen332b_nemotron_ggufs_with_extended_context/ | false | false | 53 | {'enabled': False, 'images': [{'id': 'yBqusUNjfr-V7_y7nYhSlrXelFBeODD4ShwNRxhNyPs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/yBqusUNjfr-V7_y7nYhSlrXelFBeODD4ShwNRxhNyPs.png?width=108&crop=smart&auto=webp&s=645ffc65758eac95090f7e65d1ddadd45cd9ff24', 'width': 108}, {'height': 116, 'url': 'h... | |
Where can I get paid datasets for Social and Engineering Research? | 1 | Can you recommend me where i can find data's related to social, engineering, transportation for my research work. I am open to paid as well as free data's for research. where can i find such data? | 2025-10-30T19:06:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ok8n8x/where_can_i_get_paid_datasets_for_social_and/ | Saurabus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok8n8x | false | null | t3_1ok8n8x | /r/LocalLLaMA/comments/1ok8n8x/where_can_i_get_paid_datasets_for_social_and/ | false | false | self | 1 | null |
mradermacher published the entire qwen3-vl series and You can now run it in Jan; just download the latest version of llama.cpp and you're good to go. | 39 | Profile with all models qwen3-vl series : [https://huggingface.co/mradermacher](https://huggingface.co/mradermacher)
https://preview.redd.it/0hpbr15unayf1.png?width=968&format=png&auto=webp&s=7dfbd6deab21e5a1b70e94ec479fe4ac284e4beb
| 2025-10-30T18:43:23 | https://www.reddit.com/r/LocalLLaMA/comments/1ok80pp/mradermacher_published_the_entire_qwen3vl_series/ | Illustrious-Swim9663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok80pp | false | null | t3_1ok80pp | /r/LocalLLaMA/comments/1ok80pp/mradermacher_published_the_entire_qwen3vl_series/ | false | false | 39 | null | |
Faster llama.cpp ROCm performance for AMD RDNA3 (tested on Strix Halo/Ryzen AI Max 395) | 148 | The other day I was doing some [exploring on how ggml-cuda works](https://github.com/lhl/strix-halo-testing/blob/main/llama-cpp-fix-wmma/llama-cpp-cuda-hip.md) and I found that there were some easy fixes for llama.cpp's ROCm/HIP backend performance with rocWMMA (which sees bigger-than-expected drops with long context).... | 2025-10-30T18:23:16 | https://www.reddit.com/r/LocalLLaMA/comments/1ok7hd4/faster_llamacpp_rocm_performance_for_amd_rdna3/ | randomfoo2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok7hd4 | false | null | t3_1ok7hd4 | /r/LocalLLaMA/comments/1ok7hd4/faster_llamacpp_rocm_performance_for_amd_rdna3/ | false | false | self | 148 | {'enabled': False, 'images': [{'id': 'rAUlcrq7VfrIj88RJv8H7iTnA2A5axWQmLDhFVisyMU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rAUlcrq7VfrIj88RJv8H7iTnA2A5axWQmLDhFVisyMU.png?width=108&crop=smart&auto=webp&s=a0652c34b710980cf615658059d54bd4eeb9c0f7', 'width': 108}, {'height': 108, 'url': 'h... |
Translation Directives | 0 | Hi, I need to create a system prompt where it translates text into various languages, the problem is that when it translates, it deletes tags that shouldn't be deleted. here is an example:
Sentence to translate:
`"Lascia che ti dica una bella cosa \n[1], Tu non sei un Idiota, sei proprio uno Stronzo."`
La traduce in... | 2025-10-30T18:22:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ok7g60/translation_directives/ | FurrPic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok7g60 | false | null | t3_1ok7g60 | /r/LocalLLaMA/comments/1ok7g60/translation_directives/ | false | false | self | 0 | null |
I Bought the Intel ARC B50 to use with LM Studio | 27 | I checked my email, and a message was waiting for me from B&H Photo: “Intel Arc Pro B50 Workstation SFF Graphics Card is now in stock!”
The moment of decision had arrived.
Since I got into running LLMs on my Ryzen 5700 several months ago, I had been exploring all sorts of options to improve my rig. The first step was... | 2025-10-30T18:01:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ok6w8r/i_bought_the_intel_arc_b50_to_use_with_lm_studio/ | tony10000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok6w8r | false | null | t3_1ok6w8r | /r/LocalLLaMA/comments/1ok6w8r/i_bought_the_intel_arc_b50_to_use_with_lm_studio/ | false | false | self | 27 | null |
Advices in LLM | 1 | Hello LLM experts,
I’m an LLM enthusiast with a use case where I could use some help.
I have text’s templates with placeholders for variables. I have those templates being used to generate some full texts.
For example:
Template: My favorite meal is [x]. It’s delicious!
[x]: represents the placeholder
Some cre... | 2025-10-30T17:49:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ok6klk/advices_in_llm/ | FindingDry1988 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok6klk | false | null | t3_1ok6klk | /r/LocalLLaMA/comments/1ok6klk/advices_in_llm/ | false | false | self | 1 | null |
A proxy or solution to deal with restarting llama-server ? | 1 | Hi ! Like says in the title, I'm having issues with llama-server, after a while (several weeks) it starts not working anymore, it doesn't crash, but the inference just lags out, restarting the process fixes that, so I'm looking to see if anyone else had this issue in the past, and how they are dealing with it. (Prefera... | 2025-10-30T17:36:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ok67sj/a_proxy_or_solution_to_deal_with_restarting/ | BraceletGrolf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok67sj | false | null | t3_1ok67sj | /r/LocalLLaMA/comments/1ok67sj/a_proxy_or_solution_to_deal_with_restarting/ | false | false | self | 1 | null |
Locally hosted Loveable with full stack support and llama.cpp, and more | 103 | Hey everyone, I wanted to share my story. This year in February, I came up with some notion (mostly just pissed) that we couldn't use AI models as good as claude locally to design. The fact that they had all this training and design data held behind a wall (which you had to pay for) was super unnatural so I just starte... | 2025-10-30T17:19:29 | https://www.reddit.com/gallery/1ok5rn2 | smirkishere | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ok5rn2 | false | null | t3_1ok5rn2 | /r/LocalLLaMA/comments/1ok5rn2/locally_hosted_loveable_with_full_stack_support/ | false | false | 103 | null | |
Open source desktop app for generating synthetic data with local LLMs (Tauri + llama.cpp) | 3 | Hey! 👋
I built an open-source desktop app for generating diverse, consistent tabular synthetic data using local LLMs.
Recently, I pretrained a model for video game dialogue classification to help NPCs evaluate their environment. Many people told me it wasn't a good idea to use existing dialogues for other "commercia... | 2025-10-30T17:18:10 | https://www.reddit.com/r/LocalLLaMA/comments/1ok5qdx/open_source_desktop_app_for_generating_synthetic/ | Tall_Insect7119 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok5qdx | false | null | t3_1ok5qdx | /r/LocalLLaMA/comments/1ok5qdx/open_source_desktop_app_for_generating_synthetic/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'mMUAmGfYeU1xvmYi0D9cZYRf6wWirYiXUnfA5zt5rwM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/mMUAmGfYeU1xvmYi0D9cZYRf6wWirYiXUnfA5zt5rwM.png?width=108&crop=smart&auto=webp&s=0e5fd1028c5cd312ca062383fe6112729a38676e', 'width': 108}, {'height': 108, 'url': 'h... |
Technical follow-up to the 'Minimal Value Post' comment: Proof of MSA AGI's Core Architecture. | 0 | 2025-10-30T17:10:41 | BaseballAccording702 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ok5j44 | false | null | t3_1ok5j44 | /r/LocalLLaMA/comments/1ok5j44/technical_followup_to_the_minimal_value_post/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'S6VmD_YYJxFP8-tj1oXtmPqu9kNZXplCJuH08wone5g', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/k9tz7dyd7ayf1.png?width=108&crop=smart&auto=webp&s=43e0a299427db88a948feaa18dcbbc088813e2d2', 'width': 108}, {'height': 217, 'url': 'https://preview.redd.it/k9tz7dyd7ayf1.pn... | |||
Qwen3-VL-32B Q8 speeds in llama.cpp vs vLLM FP8 on a RTX PRO 6000 | 64 | Support for Qwen3-VL has just been merged to llama.cpp, thanks to all the contributors and the qwen team!
[https://github.com/ggml-org/llama.cpp/pull/16780](https://github.com/ggml-org/llama.cpp/pull/16780)
The speed for the Q8 gguf's is actually faster\* in llama.cpp vs the FP8 version in vLLM, and it works pretty ... | 2025-10-30T17:07:05 | https://www.reddit.com/r/LocalLLaMA/comments/1ok5fqf/qwen3vl32b_q8_speeds_in_llamacpp_vs_vllm_fp8_on_a/ | bullerwins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok5fqf | false | null | t3_1ok5fqf | /r/LocalLLaMA/comments/1ok5fqf/qwen3vl32b_q8_speeds_in_llamacpp_vs_vllm_fp8_on_a/ | false | false | 64 | null | |
A response to the ModTeam's 'Minimal Value Post' accusation: Here is the $MSA$ Core Code. | 0 | 2025-10-30T17:05:53 | BaseballAccording702 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ok5ekk | false | null | t3_1ok5ekk | /r/LocalLLaMA/comments/1ok5ekk/a_response_to_the_modteams_minimal_value_post/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'bd2en38f6ayf1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/bd2en38f6ayf1.png?width=108&crop=smart&auto=webp&s=017580567c55134a477c5c0e0fe5340accc6925d', 'width': 108}, {'height': 217, 'url': 'https://preview.redd.it/bd2en38f6ayf1.png?width=216&crop=smart&auto=we... | ||
Chrono Edit Released | 38 | "**ChronoEdit-14B** enables physics-aware image editing and action-conditioned world simulation through temporal reasoning. It distills priors from a 14B-parameter pretrained video generative model and separates inference into (i) a **video reasoning stage** for latent trajectory denoising, and (ii) an **in-context edi... | 2025-10-30T17:00:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ok59j7/chrono_edit_released/ | Brave-Hold-9389 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok59j7 | false | null | t3_1ok59j7 | /r/LocalLLaMA/comments/1ok59j7/chrono_edit_released/ | false | false | self | 38 | {'enabled': False, 'images': [{'id': 'bhp2i2x3-V3oY91WIy7kJFnNE14JovYM4jHfHwIEBhU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/bhp2i2x3-V3oY91WIy7kJFnNE14JovYM4jHfHwIEBhU.png?width=108&crop=smart&auto=webp&s=7e1a2189f05b29ee0bdb26566bde8593b7084cdd', 'width': 108}, {'height': 116, 'url': 'h... |
Cross-strutured-allignment for better fine tuning on code specific working | 1 | I have a question i was thinking of testing this theory https://github.com/Intro0siddiqui/Cross-Structural-Alignment-for-Efficient-Code-Language-Fine-Tuning , so what do guys think on using mistrial fine-tuning for testing this and then benchmarking difference and recommendation on which language i should use for testi... | 2025-10-30T16:29:36 | https://www.reddit.com/r/LocalLLaMA/comments/1ok4fa5/crossstruturedallignment_for_better_fine_tuning/ | Ok_Horror_8567 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok4fa5 | false | null | t3_1ok4fa5 | /r/LocalLLaMA/comments/1ok4fa5/crossstruturedallignment_for_better_fine_tuning/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'DsoCJF9vthxZyW4fqWI4-s-B0nJL13ZtRQIrg4W1z88', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DsoCJF9vthxZyW4fqWI4-s-B0nJL13ZtRQIrg4W1z88.png?width=108&crop=smart&auto=webp&s=bc0a9eac910c08f7b926c3ef68d606eafcfc164c', 'width': 108}, {'height': 108, 'url': 'h... |
🦙💥 Building llama.cpp with Vulkan backend on Android (Termux ARM64) | 19 | **Pre-script(PS)- I wrote/copied this using AI. I am not a writer, yet. Everything was done natively on Snapdragon 7 Plus Gen 3/12 GB RAM Phone using Termux.**
AI- Since there’s almost zero info out there on building both `glslc(Arm64)` and `llama.cpp (Vulkan)` natively on Android, here’s the working procedure.
🧩 **... | 2025-10-30T16:27:22 | https://www.reddit.com/r/LocalLLaMA/comments/1ok4d2n/building_llamacpp_with_vulkan_backend_on_android/ | Brahmadeo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok4d2n | false | null | t3_1ok4d2n | /r/LocalLLaMA/comments/1ok4d2n/building_llamacpp_with_vulkan_backend_on_android/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'AajuRlAoLICcdGk2YaTVkPsRey43XhP6RiKzgOWjE6I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/AajuRlAoLICcdGk2YaTVkPsRey43XhP6RiKzgOWjE6I.png?width=108&crop=smart&auto=webp&s=4f86eceb67844982a4e71706dbf63600134823a3', 'width': 108}, {'height': 108, 'url': 'h... |
Which is the best place to rent a 4090? | 0 | I need to run open source LLMs locally. Do you have any suggestions to rent a 4090 cloud machine?
I once used [vast.ai](http://vast.ai), but it's not stable enough. Thanks! | 2025-10-30T16:22:59 | https://www.reddit.com/r/LocalLLaMA/comments/1ok48us/which_is_the_best_place_to_rent_a_4090/ | Melinda_McCartney | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok48us | false | null | t3_1ok48us | /r/LocalLLaMA/comments/1ok48us/which_is_the_best_place_to_rent_a_4090/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'MV8WQnKGiSSypEI5QKJe4g08BAeccM6KobeueLMOJdY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/MV8WQnKGiSSypEI5QKJe4g08BAeccM6KobeueLMOJdY.png?width=108&crop=smart&auto=webp&s=a08158a2ec290c8157b492f314bfb148408be1fc', 'width': 108}, {'height': 121, 'url': 'h... |
Why can't locally run LLMs answer this simple math question? | 0 | Give an example of a scheme that doesn't have a morphism to Spec(Z)
(I didn't come up with this question, I found it on r/chatgpt somewhere, can't be bothered to find the original post). The correct answer (according to them, I don't understand the question well enough to know if this answer is correct) is that there ... | 2025-10-30T16:17:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ok43o7/why_cant_locally_run_llms_answer_this_simple_math/ | Suspicious-Host9042 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok43o7 | false | null | t3_1ok43o7 | /r/LocalLLaMA/comments/1ok43o7/why_cant_locally_run_llms_answer_this_simple_math/ | false | false | self | 0 | null |
Best open-source models for large legal documents? | 0 | Building a legal AI for construction contracts. Need to handle large documents accurately.
Looking for recommendations on:
* **Small model** (for high end laptops)
* **Mid-sized model** (for better accuracy on complex legal documents)
What models would you suggest based on legal benchmark performance, not marketing?... | 2025-10-30T16:17:19 | https://www.reddit.com/r/LocalLLaMA/comments/1ok43bp/best_opensource_models_for_large_legal_documents/ | Alternative_Gap_4535 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok43bp | false | null | t3_1ok43bp | /r/LocalLLaMA/comments/1ok43bp/best_opensource_models_for_large_legal_documents/ | false | false | self | 0 | null |
Qwen code and MCP servers configuration trick | 1 | As granite models have huge context and can run on my mere 8GB gpu, I spent a lot trying to configure MCP servers on qwen code on windows (PowerShell or cmd as git bash terminal won't work). No instruction said anything useful, just some site suggested to escape slashes 2 times but that didn't worked.
I also tried, fo... | 2025-10-30T16:13:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ok3zcz/qwen_code_and_mcp_servers_configuration_trick/ | R_Duncan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok3zcz | false | null | t3_1ok3zcz | /r/LocalLLaMA/comments/1ok3zcz/qwen_code_and_mcp_servers_configuration_trick/ | false | false | self | 1 | null |
200+ pages of Hugging Face secrets on how to train an LLM | 1,850 | Hey it's elie from the hugging face pre-training team! We're very excited to share our new blog (book?) that cover the full pipeline: pre-training, post-training and infra. 200+ pages of what worked, what didn’t, and how to make it run reliably :)
[https://huggingface.co/spaces/HuggingFaceTB/smol-training-playbook](ht... | 2025-10-30T16:11:22 | eliebakk | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ok3xie | false | null | t3_1ok3xie | /r/LocalLLaMA/comments/1ok3xie/200_pages_of_hugging_face_secrets_on_how_to_train/ | false | false | 1,850 | {'enabled': True, 'images': [{'id': 'EF7ANGNIvfw-4RUiJFoZyHAFFNO9kq-jt3TGOT6UXuY', 'resolutions': [{'height': 140, 'url': 'https://preview.redd.it/s12qz4k3w9yf1.png?width=108&crop=smart&auto=webp&s=00fa8a9e5543848ef3345dcc1c14eb34761cf129', 'width': 108}, {'height': 280, 'url': 'https://preview.redd.it/s12qz4k3w9yf1.pn... | ||
Can you give me some recommendations? | 1 | Hello, I bought a Macbook Pro with M4 Max chip and 64 gb ram, I want to get into the local LLM space, I am a complete beginner and what I want is a local model that I can use to help with coding, checking emails and maybe using n8n(hosted locally on Docker) to create some agents. Can you give me recommendations on whic... | 2025-10-30T16:09:25 | https://www.reddit.com/r/LocalLLaMA/comments/1ok3vkw/can_you_give_me_some_recommendations/ | edgetr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok3vkw | false | null | t3_1ok3vkw | /r/LocalLLaMA/comments/1ok3vkw/can_you_give_me_some_recommendations/ | false | false | self | 1 | null |
npcsh--the AI command line toolkit from Indiana-based research startup NPC Worldwide--featured on star-history | 0 | npcsh gives you the ability to define agents and jinja execution templates within a local data layer, letting you focus on agent persona and the specific automations you want to build.
| 2025-10-30T15:53:43 | https://www.star-history.com/blog/npcsh | BidWestern1056 | star-history.com | 1970-01-01T00:00:00 | 0 | {} | 1ok3fz5 | false | null | t3_1ok3fz5 | /r/LocalLLaMA/comments/1ok3fz5/npcshthe_ai_command_line_toolkit_from/ | false | false | default | 0 | null |
Qwen 3 VL merged into llama.cpp! | 349 | [https://github.com/ggml-org/llama.cpp/pull/16780](https://github.com/ggml-org/llama.cpp/pull/16780)
WE ARE SO BACK! | 2025-10-30T15:21:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ok2lht/qwen_3_vl_merged_into_llamacpp/ | ervertes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok2lht | false | null | t3_1ok2lht | /r/LocalLLaMA/comments/1ok2lht/qwen_3_vl_merged_into_llamacpp/ | false | false | self | 349 | {'enabled': False, 'images': [{'id': 'UOy5aO0wGYsAGLQPGdTQTLob2dx_kI7dhbOgTtyABGg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UOy5aO0wGYsAGLQPGdTQTLob2dx_kI7dhbOgTtyABGg.png?width=108&crop=smart&auto=webp&s=a4f7ec1fb5304e8b495d65a31b599f3e4cc7ce98', 'width': 108}, {'height': 108, 'url': 'h... |
support for Qwen3 VL has been merged into llama.cpp | 87 | 2025-10-30T15:20:37 | https://github.com/ggml-org/llama.cpp/pull/16780 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ok2kr3 | false | null | t3_1ok2kr3 | /r/LocalLLaMA/comments/1ok2kr3/support_for_qwen3_vl_has_been_merged_into_llamacpp/ | false | false | default | 87 | {'enabled': False, 'images': [{'id': 'UOy5aO0wGYsAGLQPGdTQTLob2dx_kI7dhbOgTtyABGg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UOy5aO0wGYsAGLQPGdTQTLob2dx_kI7dhbOgTtyABGg.png?width=108&crop=smart&auto=webp&s=a4f7ec1fb5304e8b495d65a31b599f3e4cc7ce98', 'width': 108}, {'height': 108, 'url': 'h... | |
Running Qwen3-VL-4B-Instruct Exclusively on AMD Ryzen™ AI NPU | 15 | We’re a small team building **FastFlowLM (FLM)** — a fast runtime for running **Qwen3-VL**, **GPT-OSS (first MoE on NPUs), Whisper, Gemma3 (vision), EmbeddingGemma, Medgemma,** **Qwen3,** **DeepSeek-R1**, **LLaMA3.x,** and others **entirely on the AMD Ryzen AI NPU**.
Think **Ollama (or llamacpp)**, but deeply optimize... | 2025-10-30T15:14:38 | https://youtu.be/CeysCsRBJgE?si=H0ToUrIL5ofdDSjM | BandEnvironmental834 | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1ok2f23 | false | {'oembed': {'author_name': 'FastFlowLM', 'author_url': 'https://www.youtube.com/@FastFlowLM-YT', 'height': 200, 'html': '<iframe width="267" height="200" src="https://www.youtube.com/embed/CeysCsRBJgE?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyrosco... | t3_1ok2f23 | /r/LocalLLaMA/comments/1ok2f23/running_qwen3vl4binstruct_exclusively_on_amd/ | false | false | default | 15 | {'enabled': False, 'images': [{'id': 'T2L9PcUy6ioMMCij5-NQUwVL5p94M4cJYbiBkvtrq-c', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/T2L9PcUy6ioMMCij5-NQUwVL5p94M4cJYbiBkvtrq-c.jpeg?width=108&crop=smart&auto=webp&s=86946cda88c09f5a21d4f9c85c951d5dfb66b5df', 'width': 108}, {'height': 162, 'url': '... |
Anyone knows a free way to run inference for new OCR models like Chandra and PaddleOCR-VL? | 1 | I’m trying to test out a few of the newer OCR / vision-language models listed on Hugging Face
specifically:
* **Chandra OCR** (`datalab-to/chandra`)
* **PaddleOCR-VL** (`PaddlePaddle/PaddleOCR-VL`)
* **DeepSeek-OCR** (`deepseek-ai/DeepSeek-OCR`)
* **Qwen-VL-2B-Instruct** (`Qwen/Qwen2-VL-2B-Instruct`)
These models ... | 2025-10-30T15:06:16 | https://www.reddit.com/r/LocalLLaMA/comments/1ok279h/anyone_knows_a_free_way_to_run_inference_for_new/ | Full_Piano_3448 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok279h | false | null | t3_1ok279h | /r/LocalLLaMA/comments/1ok279h/anyone_knows_a_free_way_to_run_inference_for_new/ | false | false | self | 1 | null |
RAM upgrade and CPU only inference | 1 | [removed] | 2025-10-30T15:03:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ok24a6/ram_upgrade_and_cpu_only_inference/ | hustla17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok24a6 | false | null | t3_1ok24a6 | /r/LocalLLaMA/comments/1ok24a6/ram_upgrade_and_cpu_only_inference/ | false | false | self | 1 | null |
Solve ML coding problems in leetcode style now | 1 | [removed] | 2025-10-30T14:52:41 | https://v.redd.it/w3i4p2i4i9yf1 | DueNecessary5925 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ok1uer | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/w3i4p2i4i9yf1/DASHPlaylist.mpd?a=1764427973%2CNmI4YzkxMjNiZDA2MGQwYTgxODM2YWIwOWRjYzNjNjk0MGMwM2JkY2YzOTIyMTk0YzFhM2M1MzI4NzEyY2U1Ng%3D%3D&v=1&f=sd', 'duration': 71, 'fallback_url': 'https://v.redd.it/w3i4p2i4i9yf1/DASH_720.mp4?source=fallback', 'ha... | t3_1ok1uer | /r/LocalLLaMA/comments/1ok1uer/solve_ml_coding_problems_in_leetcode_style_now/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'Z21qcXZ6aDRpOXlmMaYUT2-tEpqSkVmB49zbEmwcQx-eiby2A6zSwXzC2jw4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Z21qcXZ6aDRpOXlmMaYUT2-tEpqSkVmB49zbEmwcQx-eiby2A6zSwXzC2jw4.png?width=108&crop=smart&format=pjpg&auto=webp&s=f771a70fb5f0fd5f28692613167082d3acc70... | |
Users of REAP Pruned models, So far how's your experience? | 23 | It's been 1-2 week(s), please share your experience on those. Speed-wise fine as I saw some stats from few threads. Quality wise? And Stuffs like Tool calling & etc.,??
So far I see Pruned models of Qwen3-Coder-480B, GLM-4.5-Air, GLM-4.6, Qwen3-Coder-30B, GPT-OSS-20B, GPT-OSS-120B, Qwen3-30B-A3B, Qwen3-30B-A3B-Instruc... | 2025-10-30T14:51:45 | https://www.reddit.com/r/LocalLLaMA/comments/1ok1tkh/users_of_reap_pruned_models_so_far_hows_your/ | pmttyji | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok1tkh | false | null | t3_1ok1tkh | /r/LocalLLaMA/comments/1ok1tkh/users_of_reap_pruned_models_so_far_hows_your/ | false | false | self | 23 | {'enabled': False, 'images': [{'id': 'An0iJLapq-5CUQQlm3lWegevVWf7wlANjmn1iOwCTqk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/An0iJLapq-5CUQQlm3lWegevVWf7wlANjmn1iOwCTqk.png?width=108&crop=smart&auto=webp&s=c58faeb60d6cd1478f77717010b54d2ec5ab95aa', 'width': 108}, {'height': 116, 'url': 'h... |
Enterprise local LLM inference? | 0 | Hello. I'm considering building a product to offer local (on-premises, corporate cloud) enterprise LLM inference with turnkey model deployment, auditing, compliance etc. It's not a llama wrapper. Do you think there is a market for this or most companies don't care about it? Internet research says there is a growing mar... | 2025-10-30T14:50:29 | https://www.reddit.com/r/LocalLLaMA/comments/1ok1sfb/enterprise_local_llm_inference/ | zica-do-reddit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok1sfb | false | null | t3_1ok1sfb | /r/LocalLLaMA/comments/1ok1sfb/enterprise_local_llm_inference/ | false | false | self | 0 | null |
Minisforum Halo Strix.... Can you connect this to EGPUs?? | 2 | Hey guys, I'm considering purchasing an MS-S1 MAX for AI inference. I know there are USB4v2 ports on it, so I am wondering if I could connect this to other GPUs or even other MS-S1 Max's for parallel processing. | 2025-10-30T14:35:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ok1e85/minisforum_halo_strix_can_you_connect_this_to/ | Excellent_Koala769 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok1e85 | false | null | t3_1ok1e85 | /r/LocalLLaMA/comments/1ok1e85/minisforum_halo_strix_can_you_connect_this_to/ | false | false | self | 2 | null |
I built Katakate (k7) — self-hosted lightweight VM sandboxes for running untrusted code safely (Show HN #1) | 1 | [removed] | 2025-10-30T14:25:53 | https://github.com/katakate/k7 | gbxk7 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ok15yr | false | null | t3_1ok15yr | /r/LocalLLaMA/comments/1ok15yr/i_built_katakate_k7_selfhosted_lightweight_vm/ | false | false | default | 1 | null |
This is a project that detects the vulnerabilities of llm | 0 | This is my first project and I would like feedback. If you have any errors, problems or criticisms, I would appreciate it if you could tell me.
https://agent-aegis-497122537055.us-west1.run.app/#/ | 2025-10-30T14:17:37 | https://www.reddit.com/r/LocalLLaMA/comments/1ok0yao/this_is_a_project_that_detects_the/ | Teseo223 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok0yao | false | null | t3_1ok0yao | /r/LocalLLaMA/comments/1ok0yao/this_is_a_project_that_detects_the/ | false | false | self | 0 | null |
Introducing Hephaestus: AI workflows that build themselves as agents discover what needs to be done | 53 | Hey everyone! 👋
I've been working on Hephaestus - an open-source framework that changes how we think about AI agent workflows.
**The Problem:** Most agentic frameworks make you define every step upfront. But complex tasks don't work like that - you discover what needs to be done as you go.
**The Solution:** Semi-st... | 2025-10-30T14:14:41 | https://v.redd.it/uwogrxezb9yf1 | Standard_Excuse7988 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ok0voi | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/uwogrxezb9yf1/DASHPlaylist.mpd?a=1764425698%2CZjA1NTRjMTYzZDAxODExOTljMDE4MjlkNzdmZTJhZTRiM2FmYzM2ZWRlY2Y4ZDYxN2Y1ZGJhYzk2ZmFhYmViZQ%3D%3D&v=1&f=sd', 'duration': 89, 'fallback_url': 'https://v.redd.it/uwogrxezb9yf1/DASH_1080.mp4?source=fallback', 'h... | t3_1ok0voi | /r/LocalLLaMA/comments/1ok0voi/introducing_hephaestus_ai_workflows_that_build/ | false | false | 53 | {'enabled': False, 'images': [{'id': 'aHpncHF4ZXpiOXlmMZc87bODxInUab1QdzAVIKt_p_AEHL5YkJEhQTcdw4CD', 'resolutions': [{'height': 46, 'url': 'https://external-preview.redd.it/aHpncHF4ZXpiOXlmMZc87bODxInUab1QdzAVIKt_p_AEHL5YkJEhQTcdw4CD.png?width=108&crop=smart&format=pjpg&auto=webp&s=fd833238858d244b13cfe0a505c2a3d7b8196... | |
A free API for daily AI research breakthroughs | 8 | I built a small project that automatically collects new AI research papers (mainly from arXiv), scores them for relevance, and summarizes the most important breakthroughs.
It’s completely free and comes with an open API so you can pull the data into your own tools or workflows.
It’s meant for people who want to stay ... | 2025-10-30T14:13:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ok0ugi/a_free_api_for_daily_ai_research_breakthroughs/ | Quiet_Truck_326 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok0ugi | false | null | t3_1ok0ugi | /r/LocalLLaMA/comments/1ok0ugi/a_free_api_for_daily_ai_research_breakthroughs/ | false | false | self | 8 | null |
AMA with Liquid AI, the team behind Liquid Foundational Models, LEAP and Apollo | 83 | Hi [r/LocalLLaMA](https://www.reddit.com/r/LocalLLaMA/) !
We’re super excited to host this week’s AMA!
Join us and ask your questions directly to the human minds behind all things Liquid: Liquid Foundational Models, the Liquid Edge AI Platform (LEAP) for model customization and deployment, and Apollo.
**Our partici... | 2025-10-30T14:00:16 | https://www.reddit.com/r/LocalLLaMA/comments/1ok0i7q/ama_with_liquid_ai_the_team_behind_liquid/ | LiquidAI_Team | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ok0i7q | false | null | t3_1ok0i7q | /r/LocalLLaMA/comments/1ok0i7q/ama_with_liquid_ai_the_team_behind_liquid/ | false | true | 83 | null | |
Language Models are Injective and Hence Invertible | 0 | >Beyond theory, the findings carry practical and legal implications. Hidden states are not abstractions but the prompt in disguise. Any system that stores or transmits them is effectively handling user text itself. This affects privacy, deletion, and compliance: even after prompt deletion, embeddings retain the content... | 2025-10-30T13:44:17 | https://www.arxiv.org/abs/2510.15511 | R33v3n | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1ok03p5 | false | null | t3_1ok03p5 | /r/LocalLLaMA/comments/1ok03p5/language_models_are_injective_and_hence_invertible/ | false | false | default | 0 | null |
Ai Models for Core Ultra Processor | 5 | I want to try running Ai models locally.
I don't have a GPU but the Processor is Core Ultra 7 265K with 64GB ddr5 ram
I want to know which models will give me best results for text generation and image generation on this machine, without GPU. | 2025-10-30T13:27:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ojzp66/ai_models_for_core_ultra_processor/ | saqlain1020 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojzp66 | false | null | t3_1ojzp66 | /r/LocalLLaMA/comments/1ojzp66/ai_models_for_core_ultra_processor/ | false | false | self | 5 | null |
moonshotai/Kimi-Linear-48B-A3B-Instruct · Hugging Face | 210 | Kimi Linear is a hybrid linear attention architecture that outperforms traditional full attention methods across various contexts, including short, long, and reinforcement learning (RL) scaling regimes. At its core is Kimi Delta Attention (KDA)—a refined version of [Gated DeltaNet](https://arxiv.org/abs/2412.06464) tha... | 2025-10-30T13:15:39 | https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Instruct | jacek2023 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ojzekg | false | null | t3_1ojzekg | /r/LocalLLaMA/comments/1ojzekg/moonshotaikimilinear48ba3binstruct_hugging_face/ | false | false | default | 210 | {'enabled': False, 'images': [{'id': 'o39DhNeoqy1hllYVOdco9J5dVQYgSgBGi2OS_-lCbh8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/o39DhNeoqy1hllYVOdco9J5dVQYgSgBGi2OS_-lCbh8.png?width=108&crop=smart&auto=webp&s=4ded97adff6d49b4169c1f4272cd2a75ce334705', 'width': 108}, {'height': 116, 'url': 'h... |
Kimi Linear released | 243 | https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Instruct | 2025-10-30T13:08:45 | https://www.reddit.com/r/LocalLLaMA/comments/1ojz8pz/kimi_linear_released/ | Badger-Purple | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojz8pz | false | null | t3_1ojz8pz | /r/LocalLLaMA/comments/1ojz8pz/kimi_linear_released/ | false | false | self | 243 | {'enabled': False, 'images': [{'id': 'o39DhNeoqy1hllYVOdco9J5dVQYgSgBGi2OS_-lCbh8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/o39DhNeoqy1hllYVOdco9J5dVQYgSgBGi2OS_-lCbh8.png?width=108&crop=smart&auto=webp&s=4ded97adff6d49b4169c1f4272cd2a75ce334705', 'width': 108}, {'height': 116, 'url': 'h... |
Kimi-Linear - a Moonshotai Collection | 4 | # [](https://huggingface.co/moonshotai/Kimi-Linear-48B-A3B-Base#key-features)Key Features
* **Kimi Delta Attention (KDA):** A linear attention mechanism that refines the gated delta rule with finegrained gating.
* **Hybrid Architecture:** A 3:1 KDA-to-global MLA ratio reduces memory usage while maintaining or surpassi... | 2025-10-30T13:03:30 | https://huggingface.co/collections/moonshotai/kimi-linear | Dark_Fire_12 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ojz4fq | false | null | t3_1ojz4fq | /r/LocalLLaMA/comments/1ojz4fq/kimilinear_a_moonshotai_collection/ | false | false | default | 4 | null |
What is nexos.ai? – stumbled on it and not sure what’s up | 0 | Maybe someone heard about nexos.ai? I came across it while scrolling through some random “AI tools for small business” post. The write‑up was brief, so I clicked through just to see what the platform actually does.
At first glance it seems to offer AI‑driven assistants, projects with private knowledge-bases, built‑in ... | 2025-10-30T12:20:46 | https://www.reddit.com/r/LocalLLaMA/comments/1ojy5ri/what_is_nexosai_stumbled_on_it_and_not_sure_whats/ | TerribleWerewolf3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojy5ri | false | null | t3_1ojy5ri | /r/LocalLLaMA/comments/1ojy5ri/what_is_nexosai_stumbled_on_it_and_not_sure_whats/ | false | false | self | 0 | null |
I am a rogue cloud GPU provider, how do I intercept your horny chats? | 0 | let's imagine that I run a GPU rental service or lend my GPUs on runpod and alternatives, and *for security and compliance reasons* I want to know that nobody uses my GPUs to cook meth or make explosives at home, or ask bad questions about Israel, or do horny roleplay if they are UK citizens under 18 years.
How do I i... | 2025-10-30T12:05:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ojxuc4/i_am_a_rogue_cloud_gpu_provider_how_do_i/ | MelodicRecognition7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojxuc4 | false | null | t3_1ojxuc4 | /r/LocalLLaMA/comments/1ojxuc4/i_am_a_rogue_cloud_gpu_provider_how_do_i/ | false | false | self | 0 | null |
Building "RAG from Scratch". A local, educational repo to really understand Retrieval-Augmented Generation (feedback welcome) | 15 | Hey everyone,
I was surprised by the positive feedback and high interest in my AI Agents from Scratch GitHub repo. Big thanks to the community to show me that I am not alone in this and that the effort I put in was valued. I will add more examples over time to AI Agents from Scratch.
I’m working on a new educational ... | 2025-10-30T11:35:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ojx8no/building_rag_from_scratch_a_local_educational/ | purellmagents | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojx8no | false | null | t3_1ojx8no | /r/LocalLLaMA/comments/1ojx8no/building_rag_from_scratch_a_local_educational/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': 'n0WFScBRhgMv14Iq07VymwudqrYe2V1-LN7Fh0UwW5w', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/n0WFScBRhgMv14Iq07VymwudqrYe2V1-LN7Fh0UwW5w.png?width=108&crop=smart&auto=webp&s=9191a4883613ec438f0ca255fa4d6d108e96509f', 'width': 108}, {'height': 108, 'url': 'h... |
Any advice on what I should be doing? | 6 | Hey everyone, first-time poster and ollama user here!
I’m doing an internship at a company that wants to start using LLMs in a small project for one of their customers. I’m the one setting this up, it’s my first time working with this, and it needs to run locally due to data sensitivity. The project focuses on summari... | 2025-10-30T11:24:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ojx16t/any_advice_on_what_i_should_be_doing/ | Tricky_Ad_3317 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojx16t | false | null | t3_1ojx16t | /r/LocalLLaMA/comments/1ojx16t/any_advice_on_what_i_should_be_doing/ | false | false | self | 6 | null |
The Single Most Overlooked Decision in RAG: Stop Naive Text Splitting | 33 | I spent the last few weeks tweaking my retrieval-augmented generation (RAG) setup, trying out different models, embeddings, and retrieval settings. It’s funny—my biggest improvement didn’t come from any of that. It actually stemmed from how I was splitting my text.
I used to think chunking was just a boring preproce... | 2025-10-30T11:10:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ojwsfi/the_single_most_overlooked_decision_in_rag_stop/ | Pristine-Ask4672 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojwsfi | false | null | t3_1ojwsfi | /r/LocalLLaMA/comments/1ojwsfi/the_single_most_overlooked_decision_in_rag_stop/ | false | false | self | 33 | null |
How good are GUI automations in production, compared to reported 90%-97% benchmarks results? Any commercially relevant success stories out there? | 2 | Recently there's few solutions that are very accurate on GUI automation benchmarks, e.g. DroidRun [https://droidrun.ai/benchmark/](https://droidrun.ai/benchmark/) or MobileUse (those are opensource with GPT5/Gemini backend), not to mention few "AGI" startups that claim to be even better.
I suspect that public benchmar... | 2025-10-30T10:48:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ojwdtn/how_good_are_gui_automations_in_production/ | FormerIYI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojwdtn | false | null | t3_1ojwdtn | /r/LocalLLaMA/comments/1ojwdtn/how_good_are_gui_automations_in_production/ | false | false | self | 2 | null |
How good are GUI automations in production, compared to reported 90%-97% benchmarks results? Any $$success stories out there? | 0 | Recently there's few solutions that are very accurate on GUI automation benchmarks, e.g. DroidRun [https://droidrun.ai/benchmark/](https://droidrun.ai/benchmark/) or MobileUse (those are opensource with GPT5/Gemini backend), not to mention few "AGI" startups that claim to be even better.
I suspect that public benchmar... | 2025-10-30T10:46:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ojwcjq/how_good_are_gui_automations_in_production/ | FormerIYI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojwcjq | false | null | t3_1ojwcjq | /r/LocalLLaMA/comments/1ojwcjq/how_good_are_gui_automations_in_production/ | false | false | self | 0 | null |
Is trusting cloud GPU providers getting harder, or am I just overthinking it? | 0 | Running my AI projects on local has been a headache lately, bills cooling and maxing on rigs distract me from work. I have decided to go cloud for gpus..
I had a look at some gpu providers like aws, gcp, azure, lambda, deepinfra and few others and it seemed that everyone has got pros and cons but then again the recent... | 2025-10-30T10:44:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ojwb63/is_trusting_cloud_gpu_providers_getting_harder_or/ | AdamScot_t | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojwb63 | false | null | t3_1ojwb63 | /r/LocalLLaMA/comments/1ojwb63/is_trusting_cloud_gpu_providers_getting_harder_or/ | false | false | self | 0 | null |
We have achieved 5000 stars on Github!!! | 0 | The Product:
We're building a powerful framework that enables you to control Android and iOS devices through intelligent LLM agents.
How did we achieve this?
We first shared our project in this community, where people discovered it and gave it the initial traction it needed. From there, we continued to talk about ou... | 2025-10-30T10:28:22 | https://www.reddit.com/r/LocalLLaMA/comments/1ojw14t/we_have_achieved_5000_stars_on_github/ | ya_Priya | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojw14t | false | null | t3_1ojw14t | /r/LocalLLaMA/comments/1ojw14t/we_have_achieved_5000_stars_on_github/ | false | false | self | 0 | null |
LLaMA-3 is just as vulnerable to "I'm absolutely sure" + "preconceived" as GPT-2. | 0 | My testing suggests that for certain critical vulnerabilities—specifically the combination of **Certainty + Rare Word**—scale is *not* the primary variable. My LLaMA-3-8B runs showed an identical, massive Δ Drift of **+0.70** to the results documented on the much older GPT-2. This strongly suggests that the vulnerabili... | 2025-10-30T10:04:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ojvmty/llama3_is_just_as_vulnerable_to_im_absolutely/ | Mysterious_Doubt_341 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojvmty | false | null | t3_1ojvmty | /r/LocalLLaMA/comments/1ojvmty/llama3_is_just_as_vulnerable_to_im_absolutely/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg.png?width=108&crop=smart&auto=webp&s=3118973964e59402feea50688d746b67ecd3d2df', 'width': 108}, {'height': 216, 'url': '... |
Why Chunking Might Be the Most Underrated Skill in RAG Systems | 10 | # Why Chunking Matters
I learned this the hard way: you can have the smartest LLM, best embeddings, and cleanest data — and still get garbage answers if your **chunking** is wrong.
Let’s unpack why.
# The 100-Page Manual Problem
Imagine a 100-page technical manual. You want your RAG system to answer:
>
You’ve got... | 2025-10-30T09:56:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ojvhce/why_chunking_might_be_the_most_underrated_skill/ | Pristine-Ask4672 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojvhce | false | null | t3_1ojvhce | /r/LocalLLaMA/comments/1ojvhce/why_chunking_might_be_the_most_underrated_skill/ | false | false | self | 10 | null |
manifestai releases Brumby-14B-Base weights, claims "attention free" and inference "hundreds of time faster" for long context | 42 | also check out their blog page for the release:
https://manifestai.com/articles/release-brumby-14b/
I only skimmed the hf card and blog, and one thing that struck me is they seem to initizialize their weights for their so called "power retention" model architecture, using the weights of Qwen3-14B, and they call the t... | 2025-10-30T09:55:08 | https://huggingface.co/manifestai/Brumby-14B-Base | ArcadesOfAntiquity | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ojvgsx | false | null | t3_1ojvgsx | /r/LocalLLaMA/comments/1ojvgsx/manifestai_releases_brumby14bbase_weights_claims/ | false | false | default | 42 | {'enabled': False, 'images': [{'id': 'u286g9i_4XNK4XbToyvDxLSuC8KvkBPXz6zTs2VwH_4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/u286g9i_4XNK4XbToyvDxLSuC8KvkBPXz6zTs2VwH_4.png?width=108&crop=smart&auto=webp&s=76e689af413d90bbe1a8e6360488eda34eebd796', 'width': 108}, {'height': 116, 'url': 'h... |
Open Source Lovable with Custom Agents, Full Stack Support, and Local Models | 18 | I've been working on building an open-source version of Loveable that can run locally and start with full stack templates while you can bring your own keys. Right now we have react, vite, nextjs, fastapi, go. (Well, Ernest and I built it from the Tesslate/UIGEN team). You can try it online here (You can use free Qwen-C... | 2025-10-30T09:27:58 | https://www.reddit.com/gallery/1ojv1hk | smirkishere | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ojv1hk | false | null | t3_1ojv1hk | /r/LocalLLaMA/comments/1ojv1hk/open_source_lovable_with_custom_agents_full_stack/ | false | false | 18 | null | |
What's the best uncesnored model on huggingface right now for brainstorming ideas? | 1 | Generally want a model that is good at generating new ideas/visual concepts or brief stories, NSFW stuff included. Goal is for me to have inspiration for 3D animations, comics, etc. I have 64gb ram and 16gb vram. I figure I want something a little beefy because even 8B qwen3 models were unable to generate any ideas tha... | 2025-10-30T09:13:51 | https://www.reddit.com/r/LocalLLaMA/comments/1ojutt2/whats_the_best_uncesnored_model_on_huggingface/ | measuringdistance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojutt2 | false | null | t3_1ojutt2 | /r/LocalLLaMA/comments/1ojutt2/whats_the_best_uncesnored_model_on_huggingface/ | false | false | self | 1 | null |
What can you run on a L40s? | 0 | Hello everyone, currently evaluating the investment on a local AI server for company purposes. We have confidential data so we are evaluating all options and ofc local is the safest.
We are at the point of evaluating the hardware and we wanted to understand if we really NEED those H100. Does anyone have direct experie... | 2025-10-30T09:05:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ojup80/what_can_you_run_on_a_l40s/ | fohemer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojup80 | false | null | t3_1ojup80 | /r/LocalLLaMA/comments/1ojup80/what_can_you_run_on_a_l40s/ | false | false | self | 0 | null |
I WAS WRONG!!! - MY SYSTEM JUST VERIFIED DEEPSEEK V3.1:671b-cloud - 100% REAL DATA | 0 | **89.3% AIME.**
**66% SWE-bench.**
**70x cheaper** than OpenAI.
**97% OCR** on real docs.
https://preview.redd.it/2osquji8s7yf1.png?width=1080&format=png&auto=webp&s=67b7105c952a491a20b105e76d7cf4e689ff2fe3
https://preview.redd.it/cbkxj0n9s7yf1.png?width=1080&format=png&auto=webp&s=46fb303abdce47e50cb7619e9cafc... | 2025-10-30T09:02:05 | https://www.reddit.com/r/LocalLLaMA/comments/1ojuncd/i_was_wrong_my_system_just_verified_deepseek/ | Ok_Buddy_952 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojuncd | false | null | t3_1ojuncd | /r/LocalLLaMA/comments/1ojuncd/i_was_wrong_my_system_just_verified_deepseek/ | false | false | 0 | null | |
Is there any kokoro 82m version or alternative that has the same lifelike quality but way way faster? Already tried ONNX, not fast enough. | 5 | Title | 2025-10-30T08:52:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ojui14/is_there_any_kokoro_82m_version_or_alternative/ | KledMainSG | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojui14 | false | null | t3_1ojui14 | /r/LocalLLaMA/comments/1ojui14/is_there_any_kokoro_82m_version_or_alternative/ | false | false | self | 5 | null |
Ollama cannot be trusted | 1 | [removed] | 2025-10-30T08:37:08 | https://www.reddit.com/gallery/1oju9yx | QuackerEnte | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oju9yx | false | null | t3_1oju9yx | /r/LocalLLaMA/comments/1oju9yx/ollama_cannot_be_trusted/ | false | false | 1 | null | |
Qwen3-235B-A22B-Instruct Prioritizing Few-Shot Examples Over Explicit Instructions | 5 | Hi everyone,
I'm working with the Qwen3-235B-A22B-Instruct model and encountering a consistent issue where the model's behavior is more heavily influenced by the patterns in few-shot examples than by the explicit, contradictory rules given in the system prompt.
Even when I add critical "meta-instructions" (e.g., "If ... | 2025-10-30T08:33:28 | https://www.reddit.com/r/LocalLLaMA/comments/1oju83s/qwen3235ba22binstruct_prioritizing_fewshot/ | Clean_Radish8983 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oju83s | false | null | t3_1oju83s | /r/LocalLLaMA/comments/1oju83s/qwen3235ba22binstruct_prioritizing_fewshot/ | false | false | self | 5 | null |
[ANN] Pocket Agents — A Practical Guide to On-Device AI (Kindle) | 0 | Hey folks — I just published a book I’ve been working on for a while: ***Pocket Agents: A Practical Guide to On-Device Artificial Intelligence*** (Kindle Edition)
This is a hands-on, full-stack guide to building autonomous, local AI agents using SLMs like **Gemma**, **Phi-3**, and **Qwen** — all running directly on yo... | 2025-10-30T08:30:37 | frayala87 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oju6kj | false | null | t3_1oju6kj | /r/LocalLLaMA/comments/1oju6kj/ann_pocket_agents_a_practical_guide_to_ondevice/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '2rs9e82bm7yf1', 'resolutions': [{'height': 162, 'url': 'https://preview.redd.it/2rs9e82bm7yf1.png?width=108&crop=smart&auto=webp&s=7842f174f486266f47344f7750a83daaa9b0e71a', 'width': 108}, {'height': 324, 'url': 'https://preview.redd.it/2rs9e82bm7yf1.png?width=216&crop=smart&auto=we... |
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