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This is an untuned 8B base model running locally — but it now does news analysis + derivations like a big model without api. | 1 | [removed] | 2025-11-24T09:21:49 | https://www.reddit.com/r/LocalLLaMA/comments/1p5cjpi/this_is_an_untuned_8b_base_model_running_locally/ | Temporary_Top_5198 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5cjpi | false | null | t3_1p5cjpi | /r/LocalLLaMA/comments/1p5cjpi/this_is_an_untuned_8b_base_model_running_locally/ | false | false | self | 1 | null |
Which of these models would be best for complex writing tasks? | 1 | GPT 5 Mini
GPT 4.1 Mini
Llama 4 Maverick
Llama 3.1 70B Instruct
I'm currently using GPT 4.1 Mini (not through Ollama of course) and getting ok results, but I'm wondering if I can save some money by switching to Meta Llama, without loosing any performance? | 2025-11-24T08:42:25 | https://www.reddit.com/r/LocalLLaMA/comments/1p5byac/which_of_these_models_would_be_best_for_complex/ | david8840 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5byac | false | null | t3_1p5byac | /r/LocalLLaMA/comments/1p5byac/which_of_these_models_would_be_best_for_complex/ | false | false | self | 1 | null |
Qwen3-Next support in llama.cpp almost ready! | 288 | 2025-11-24T08:41:57 | https://github.com/ggml-org/llama.cpp/issues/15940#issuecomment-3567006967 | beneath_steel_sky | github.com | 1970-01-01T00:00:00 | 0 | {} | 1p5by1a | false | null | t3_1p5by1a | /r/LocalLLaMA/comments/1p5by1a/qwen3next_support_in_llamacpp_almost_ready/ | false | false | default | 288 | {'enabled': False, 'images': [{'id': 'HHVAlPQ4eWe2-qdcom6wml40H6sWoSOnzo2PuJ4icH8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/HHVAlPQ4eWe2-qdcom6wml40H6sWoSOnzo2PuJ4icH8.png?width=108&crop=smart&auto=webp&s=d399bfeb24a80e46628902ddb52ef3f76ce35682', 'width': 108}, {'height': 108, 'url': 'h... | |
which GPU upgrade for real-time speech to text using v3 turbo? | 2 | I'm currently using rtx3060ti 8gb. will upgrading help to reduce the latency of real-time transcription? which GPU is the sweet spot and how much improvement will I see?
I tried using Parakeet 3 before and it's amazingly fast, but the accuracy is nowhere as good as v3 turbo. | 2025-11-24T08:23:26 | https://www.reddit.com/r/LocalLLaMA/comments/1p5bnlr/which_gpu_upgrade_for_realtime_speech_to_text/ | go-getters | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5bnlr | false | null | t3_1p5bnlr | /r/LocalLLaMA/comments/1p5bnlr/which_gpu_upgrade_for_realtime_speech_to_text/ | false | false | self | 2 | null |
Need a monthly rent advice | 0 | Hi, I've developed a project with a 32b model for my business at home with 5090 and now we want to test it in company.
We don't want to buy a 5090 or above level gpu right now so we want to rent an ai server for testing and further development so i need something monthly.
Ive checked vastai and runpod but something ... | 2025-11-24T08:11:53 | https://www.reddit.com/r/LocalLLaMA/comments/1p5bh7x/need_a_monthly_rent_advice/ | lone_dream | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5bh7x | false | null | t3_1p5bh7x | /r/LocalLLaMA/comments/1p5bh7x/need_a_monthly_rent_advice/ | false | false | self | 0 | null |
5,082 Email Threads extracted from Epstein Files available on HF | 8 | I have processed the Epstein Files dataset from u/tensonaut and extracted 5,082 email threads with 16,447 individual messages. I used an LLM (xAI Grok 4.1 Fast via OpenRouter API) to parse the OCR'd text and extract structured email data. Check it out and provide your feeback!
Dataset available here: [https://huggingf... | 2025-11-24T08:04:52 | https://www.reddit.com/r/LocalLLaMA/comments/1p5bdhb/5082_email_threads_extracted_from_epstein_files/ | muneebdev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5bdhb | false | null | t3_1p5bdhb | /r/LocalLLaMA/comments/1p5bdhb/5082_email_threads_extracted_from_epstein_files/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'orLLVOjHZs9bgEU8aYI4O_Fk4ax1etnvA8KI642YKHQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/orLLVOjHZs9bgEU8aYI4O_Fk4ax1etnvA8KI642YKHQ.png?width=108&crop=smart&auto=webp&s=504707eafe546dd01eda3f43b958ccc1ed64145c', 'width': 108}, {'height': 116, 'url': 'h... |
Prompt evolutif | 0 | Solution:
A Proposal to Solve Model Collapse: The Evolving Prompt Architecture & Expert-in-the-loop. | 2025-11-24T07:56:11 | https://github.com/jeanstef974/Prompt-evolutif.git | jeanstef974 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1p5b8h3 | false | null | t3_1p5b8h3 | /r/LocalLLaMA/comments/1p5b8h3/prompt_evolutif/ | false | false | default | 0 | null |
My chatbot went rogue again… I think it hates me lol | 47 | Trying to fine-tune a bot for customer support but if users nudge it even slightly, it starts rambling conspiracy theories or making up company policies we never created.
I swear it behaves until one guy on the team tries something weird, then bam chaos.
How are y’all keeping your bots from acting like little interne... | 2025-11-24T07:05:17 | https://www.reddit.com/r/LocalLLaMA/comments/1p5afo7/my_chatbot_went_rogue_again_i_think_it_hates_me/ | Aggravating_Log9704 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5afo7 | false | null | t3_1p5afo7 | /r/LocalLLaMA/comments/1p5afo7/my_chatbot_went_rogue_again_i_think_it_hates_me/ | false | false | self | 47 | null |
Where to download Vibevoice large 4-bit (low vram) model | 0 | I can't find the download file for this link:
https://huggingface.co/DevParker/VibeVoice7b-low-vram | 2025-11-24T06:53:30 | https://www.reddit.com/r/LocalLLaMA/comments/1p5a8bl/where_to_download_vibevoice_large_4bit_low_vram/ | Slight_Tone_2188 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5a8bl | false | null | t3_1p5a8bl | /r/LocalLLaMA/comments/1p5a8bl/where_to_download_vibevoice_large_4bit_low_vram/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'gKlo54uOVnmCdHXx3glIatIy3TpyIjbZedpIA63qj4g', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gKlo54uOVnmCdHXx3glIatIy3TpyIjbZedpIA63qj4g.png?width=108&crop=smart&auto=webp&s=12b5677ea7fe117c263cb1b54f44148ef3665cef', 'width': 108}, {'height': 116, 'url': 'h... |
Looking for AI generalists to learn from — what skills and roadmap helped you the most? | 2 | Hey everyone,
I’m a student currently learning Python (CS50P) and planning to become an AI generalist — someone who can build AI tools, automations, agents, and small practical apps.
I’m not trying to become a deep ML researcher right now.
I’m more interested in the generalist path — combining Python, LLMs, APIs, auto... | 2025-11-24T06:05:16 | https://www.reddit.com/r/LocalLLaMA/comments/1p59f31/looking_for_ai_generalists_to_learn_from_what/ | relentlessly_stupid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p59f31 | false | null | t3_1p59f31 | /r/LocalLLaMA/comments/1p59f31/looking_for_ai_generalists_to_learn_from_what/ | false | false | self | 2 | null |
Has anyone compared performance between traditional cloud GPUs and the newer distributed networks? | 2 | There are a lot of posts floating around claiming big price differences. I wonder if the speed and reliability hold up in practice. | 2025-11-24T06:02:32 | https://www.reddit.com/r/LocalLLaMA/comments/1p59dd3/has_anyone_compared_performance_between/ | frentro_max | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p59dd3 | false | null | t3_1p59dd3 | /r/LocalLLaMA/comments/1p59dd3/has_anyone_compared_performance_between/ | false | false | self | 2 | null |
Built a Rust actor framework specifically for multi-agent LLM systems - tokio-actors | 1 | Working on LLM applications? The actor model is perfect for multi-agent architectures.
I built **tokio-actors** to handle common LLM infrastructure problems:
## Why Actors for LLM?
**Problem 1: Memory Bloat**
Long conversations = unbounded chat history.
**Solution**: Bounded mailboxes. When full, backpressure kicks... | 2025-11-24T05:49:07 | https://www.reddit.com/r/LocalLLaMA/comments/1p594qd/built_a_rust_actor_framework_specifically_for/ | Sam_Agentic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p594qd | false | null | t3_1p594qd | /r/LocalLLaMA/comments/1p594qd/built_a_rust_actor_framework_specifically_for/ | false | false | self | 1 | null |
I can't run openevolve as it eventually makes code that runs out of RAM | 0 |
I am trying to solve an optimization problem to do with finding an optimal sequence of operations. When I run openevolve, after a few minutes the local LLM makes code that uses all the RAM which kills the computer.
I tried using multiprocessing to limit the RAM in evaluator.py but when it kills the process it also... | 2025-11-24T05:16:47 | https://www.reddit.com/r/LocalLLaMA/comments/1p58kos/i_cant_run_openevolve_as_it_eventually_makes_code/ | MrMrsPotts | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p58kos | false | null | t3_1p58kos | /r/LocalLLaMA/comments/1p58kos/i_cant_run_openevolve_as_it_eventually_makes_code/ | false | false | self | 0 | null |
I created a GUI for local Speech-to-Text Transcription (OpenWhisper) | 17 | I got tired of paying $10/month for SuperWhisper (which kept making transcription errors anyway), so I built my own 100% local speech-to-text app using OpenAI's Whisper. It's completely free, runs entirely on your machine with zero cloud dependencies, and actually transcribes better than SuperWhisper in my testing, esp... | 2025-11-24T05:09:34 | https://simonlermen.substack.com/p/run-local-speech-to-text-transcription | MyFest | simonlermen.substack.com | 1970-01-01T00:00:00 | 0 | {} | 1p58g1e | false | null | t3_1p58g1e | /r/LocalLLaMA/comments/1p58g1e/i_created_a_gui_for_local_speechtotext/ | false | false | default | 17 | {'enabled': False, 'images': [{'id': 'lZVsndI7Xt6RmzC1xqsS3_szqkasDlqEt-MB4RSysT0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/lZVsndI7Xt6RmzC1xqsS3_szqkasDlqEt-MB4RSysT0.jpeg?width=108&crop=smart&auto=webp&s=4012ab137fc69531f5cb5ff7a809f6c0de46cd65', 'width': 108}, {'height': 108, 'url': '... |
Recommend Coding model | 21 | I have Ryzen 7800x3D, 64Gb ram with RTX 5090 which model should I try. At the moment I have tried with llama.cpp with Qwen3-coder-30B-A3B-instruct-Bf16. Any other model is better? | 2025-11-24T05:03:59 | https://www.reddit.com/r/LocalLLaMA/comments/1p58cai/recommend_coding_model/ | Small_Car6505 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p58cai | false | null | t3_1p58cai | /r/LocalLLaMA/comments/1p58cai/recommend_coding_model/ | false | false | self | 21 | null |
llama.cpp experiment with multi-turn thinking and real-time tool-result injection for instruct models | 10 | I ran an experiment to see what happens when you stream tool call outputs into the model in real time. I tested with the Qwen/Qwen3-4B instruct model, should work on all non think models. With a detailed system prompt and live tool result injection, it seems the model is noticeably better at using multiple tools, and i... | 2025-11-24T04:00:56 | https://www.reddit.com/r/LocalLLaMA/comments/1p5751y/llamacpp_experiment_with_multiturn_thinking_and/ | butlan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5751y | false | null | t3_1p5751y | /r/LocalLLaMA/comments/1p5751y/llamacpp_experiment_with_multiturn_thinking_and/ | false | false | self | 10 | null |
It been 2 years but why llama 3.1 8B still a popular choice to fine tune? | 116 | the model is so old now but new fine tuned model with this llama 3.1 8B as base still come out, do you think this trend will shift to olmo3 7B as a newer and more open ? | 2025-11-24T03:47:07 | https://www.reddit.com/r/LocalLLaMA/comments/1p56v22/it_been_2_years_but_why_llama_31_8b_still_a/ | dheetoo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p56v22 | false | null | t3_1p56v22 | /r/LocalLLaMA/comments/1p56v22/it_been_2_years_but_why_llama_31_8b_still_a/ | false | false | self | 116 | null |
Introducing GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization | "GeoVista is a new 7B open-source agentic model that achieves SOTA performance in geolocalization by integrating visual tools and web search into an RL loop." | 11 | ###Abstract:
>Current research on agentic visual reasoning enables deep multimodal understanding but primarily focuses on image manipulation tools, leaving a gap toward more general-purpose agentic models. In this work, we revisit the geolocation task, which requires not only nuanced visual grounding but also web sear... | 2025-11-24T03:30:47 | https://v.redd.it/4hzcgppzj43g1 | 44th--Hokage | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p56jaa | false | {'reddit_video': {'bitrate_kbps': 1200, 'dash_url': 'https://v.redd.it/4hzcgppzj43g1/DASHPlaylist.mpd?a=1766547061%2CZjA5M2YxODdmNmI4ZDNiY2EyNzAzMTFlMzNjZGVkMjg4Y2E4ZjY1Mzk3ZGU2MDFlYWNiOTliYWYzOTk4ZjIyZg%3D%3D&v=1&f=sd', 'duration': 82, 'fallback_url': 'https://v.redd.it/4hzcgppzj43g1/CMAF_480.mp4?source=fallback', 'ha... | t3_1p56jaa | /r/LocalLLaMA/comments/1p56jaa/introducing_geovista_webaugmented_agentic_visual/ | false | false | 11 | {'enabled': False, 'images': [{'id': 'N2NhdWhncXpqNDNnMVwDDWZ-Avt25k7RB5p1ZYzJHn1VGkAqRgW2HjfpTSih', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/N2NhdWhncXpqNDNnMVwDDWZ-Avt25k7RB5p1ZYzJHn1VGkAqRgW2HjfpTSih.png?width=108&crop=smart&format=pjpg&auto=webp&s=fddff18323e2d23fe593f16c3263cf2dde8fd... | |
Kimi 16B MoE 3B activated | 0 | Why no one speaks about this model? Benchmarks seem too good for it's size. | 2025-11-24T02:36:09 | https://www.reddit.com/r/LocalLLaMA/comments/1p55eb6/kimi_16b_moe_3b_activated/ | Ok-Objective-8361 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p55eb6 | false | null | t3_1p55eb6 | /r/LocalLLaMA/comments/1p55eb6/kimi_16b_moe_3b_activated/ | false | false | self | 0 | null |
What’s the best High Parameter (100B+) Local LLM for NSFW RP? | 197 | I have about 400 GB GPU memory, what would be the best NSFW RP model I can try locally? | 2025-11-24T02:34:53 | https://www.reddit.com/r/LocalLLaMA/comments/1p55dbq/whats_the_best_high_parameter_100b_local_llm_for/ | LyutsiferSafin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p55dbq | false | null | t3_1p55dbq | /r/LocalLLaMA/comments/1p55dbq/whats_the_best_high_parameter_100b_local_llm_for/ | false | false | nsfw | 197 | null |
In depth analysis of Nvidia's Jet Nemotron models | 1 | Nvidia published the Jet-Nemotron models claiming significant gain in prompt processing and inference speed.
[https://arxiv.org/abs/2508.15884](https://arxiv.org/abs/2508.15884)
After studying the Jet-Nemotron models, communicating with the authors of the models and running their measure\_throuput.py ([https://github... | 2025-11-24T02:29:03 | https://www.reddit.com/r/LocalLLaMA/comments/1p558vw/in_depth_analysis_of_nvidias_jet_nemotron_models/ | Ok_Warning2146 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p558vw | false | null | t3_1p558vw | /r/LocalLLaMA/comments/1p558vw/in_depth_analysis_of_nvidias_jet_nemotron_models/ | false | false | self | 1 | null |
hello fellow ai-ers. just sharing a journey of my project, if anyone's interested. | 0 | what's good guys.
I started a personal AI project 6 months ago.
I didn't know a shyt about CS but also didn't care. it was a long childhood dream and it seemed like the time had come, where you can code without being CS major.
I spent a month flat studying AI with gpt and claude and building architecture. Then a... | 2025-11-24T02:27:32 | https://www.reddit.com/r/LocalLLaMA/comments/1p557p9/hello_fellow_aiers_just_sharing_a_journey_of_my/ | Mean_Bird_6331 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p557p9 | false | null | t3_1p557p9 | /r/LocalLLaMA/comments/1p557p9/hello_fellow_aiers_just_sharing_a_journey_of_my/ | false | false | self | 0 | null |
I grilled an open-source AI about who really benefits from "open" AI. The conversation got honest. | 0 | I've spent 70K+ hours in AI/ML systems. Built RAG pipelines, local LLM deployments, Streamlit apps—the whole stack. And lately I've been asking a question nobody wants to answer:
**Who actually benefits when I run a "free" local model?**
So I had a conversation with Olmo (AI2's open-source model) and pushed back on e... | 2025-11-24T02:21:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p5537s/i_grilled_an_opensource_ai_about_who_really/ | King_kalel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5537s | false | null | t3_1p5537s | /r/LocalLLaMA/comments/1p5537s/i_grilled_an_opensource_ai_about_who_really/ | false | false | self | 0 | null |
[Update] Epstein Files dataset stays open and ungated on Hugging Face | 91 | Thank you to everyone who provided feedback on our previous post. We agree with your comments - public data should stay public.
As for maintaining the data, we kindly request you to go through this [data usage article](https://huggingface.co/blog/tensonaut/the-epstein-files) and contribute as volunteer in any way you ... | 2025-11-24T02:20:19 | https://www.reddit.com/r/LocalLLaMA/comments/1p552bw/update_epstein_files_dataset_stays_open_and/ | tensonaut | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p552bw | false | null | t3_1p552bw | /r/LocalLLaMA/comments/1p552bw/update_epstein_files_dataset_stays_open_and/ | false | false | self | 91 | {'enabled': False, 'images': [{'id': 'petncriHg2Y-NjnOcUnudgrT3iAS0w9c-fc_PGK28VU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/petncriHg2Y-NjnOcUnudgrT3iAS0w9c-fc_PGK28VU.png?width=108&crop=smart&auto=webp&s=ed881959889158bd321ac5cdb9c13f2877b6f1e6', 'width': 108}, {'height': 116, 'url': 'h... |
Anyone know how I can rent a Mac Studio with an M3 Ultra to test it in the cloud before I buy? | 2 | I'm still shopping around for what I want. I wanna test out a mac studio next. Hopefully get to test with different amounts of ram. | 2025-11-24T02:19:48 | https://www.reddit.com/r/LocalLLaMA/comments/1p551xi/anyone_know_how_i_can_rent_a_mac_studio_with_an/ | Tired__Dev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p551xi | false | null | t3_1p551xi | /r/LocalLLaMA/comments/1p551xi/anyone_know_how_i_can_rent_a_mac_studio_with_an/ | false | false | self | 2 | null |
Just tested MegaLLM with 120B OSS models - here's what I found | 1 | [removed] | 2025-11-24T02:12:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p54wex/just_tested_megallm_with_120b_oss_models_heres/ | Fresh_Weather8856 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p54wex | false | null | t3_1p54wex | /r/LocalLLaMA/comments/1p54wex/just_tested_megallm_with_120b_oss_models_heres/ | false | false | self | 1 | null |
Get $50 FREE Credits on MegaLLM Right Now! 🚀 | 0 | 🔥 Just found an awesome new platform for running the latest AI models – MegaLLM.io!
Super fast, supports all the hottest open-source models (OpenAI, Llama 3, DeepSeek, Qwen, Kimi-K2, etc.), and the pricing is crazy cheap.
Best part? Sign up using my link below and you instantly get **$50 in free credits** to play wi... | 2025-11-24T02:05:38 | https://www.reddit.com/r/LocalLLaMA/comments/1p54r9e/get_50_free_credits_on_megallm_right_now/ | Fresh_Weather8856 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p54r9e | false | null | t3_1p54r9e | /r/LocalLLaMA/comments/1p54r9e/get_50_free_credits_on_megallm_right_now/ | false | false | self | 0 | null |
Distributed AI inference across 4 laptops - is it worth it for low latency? | 0 |
Hey everyone! Working on a project and need advice on our AI infrastructure setup.
**Our Hardware:**
- 1x laptop with 12GB VRAM
- 3x laptops with 6GB VRAM each
- All Windows machines
- Connected via Ethernet
**Our Goal:**
Near-zero latency AI inference for our application (need responses in <500ms ideally)
**Curren... | 2025-11-24T01:42:10 | https://www.reddit.com/r/LocalLLaMA/comments/1p549tc/distributed_ai_inference_across_4_laptops_is_it/ | Mr_Mystique1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p549tc | false | null | t3_1p549tc | /r/LocalLLaMA/comments/1p549tc/distributed_ai_inference_across_4_laptops_is_it/ | false | false | self | 0 | null |
Your AI forgets everything between sessions. I built the fix (need testers) | 0 | I spent multiple months and thousands of hours solving the problem every AI builder hits: memory.
**The issue:**
* Your chatbot forgets users
* Context disappears on restart
* You're rebuilding memory systems from scratch
**What I built:**
* One API call = persistent memory
* Works with any LLM (OpenAI, Claude, loc... | 2025-11-24T01:16:25 | https://www.reddit.com/r/LocalLLaMA/comments/1p53qkq/your_ai_forgets_everything_between_sessions_i/ | Sam_witwicky217 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p53qkq | false | null | t3_1p53qkq | /r/LocalLLaMA/comments/1p53qkq/your_ai_forgets_everything_between_sessions_i/ | false | false | self | 0 | null |
llama-bench amd w7900 | 1 | [removed] | 2025-11-24T01:09:26 | Expensive_Bird1430 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p53l3y | false | null | t3_1p53l3y | /r/LocalLLaMA/comments/1p53l3y/llamabench_amd_w7900/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': '8a03sc22u33g1', 'resolutions': [{'height': 70, 'url': 'https://preview.redd.it/8a03sc22u33g1.png?width=108&crop=smart&auto=webp&s=9d11a4893da381d3dc2ae7853d1e52a12ff7b338', 'width': 108}, {'height': 140, 'url': 'https://preview.redd.it/8a03sc22u33g1.png?width=216&crop=smart&auto=web... | |
llama-bench AMD w9700 | 1 | [removed] | 2025-11-24T01:03:12 | https://www.reddit.com/r/LocalLLaMA/comments/1p53gft/llamabench_amd_w9700/ | Expensive_Bird1430 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p53gft | false | null | t3_1p53gft | /r/LocalLLaMA/comments/1p53gft/llamabench_amd_w9700/ | false | false | 1 | null | |
New build, CPU question: would there be a meaningful difference in local inference / hosting between a Ryzen 7 9800x3d and a Ryzen 9 9950x3d? | 0 | RTX 5090
Lots of ram. | 2025-11-24T00:46:38 | https://www.reddit.com/r/LocalLLaMA/comments/1p533ne/new_build_cpu_question_would_there_be_a/ | Sad_Yam6242 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p533ne | false | null | t3_1p533ne | /r/LocalLLaMA/comments/1p533ne/new_build_cpu_question_would_there_be_a/ | false | false | self | 0 | null |
[P] ANM-V1.5 — A Local Multi-Model Reasoning Architecture Using 4× DeepSeek-R1 Workers, True Web-of-Thought, & a Strict Verifier (MacBook Air M2) | 1 | Hi everyone,
I wanted to share a prototype project I’ve been building locally over the last few weeks — a fully modular multi-model cognitive architecture that runs entirely **on-device**, inspired by Web-of-Thought reasoning and multi-expert orchestration.
# 🧠 What is ANM-V1.5? (Artificial Neural Mesh)
A local, mo... | 2025-11-24T00:24:00 | https://www.reddit.com/r/LocalLLaMA/comments/1p52m64/p_anmv15_a_local_multimodel_reasoning/ | Due_Historian_1071 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p52m64 | false | null | t3_1p52m64 | /r/LocalLLaMA/comments/1p52m64/p_anmv15_a_local_multimodel_reasoning/ | false | false | self | 1 | null |
RAG follow-ups not working — Qwen2.5 ignores previous context and gives unrelated answers | 2 | I’m building a **RAG-based chat system** using FastAPI + **Qwen/Qwen2.5-7B-Instruct**, and I’m running into an issue with follow-up queries.
The first query works fine, retrieving relevant documents from my knowledge base. But when the user asks a follow-up question, the model completely ignores previous context and f... | 2025-11-24T00:15:31 | https://www.reddit.com/r/LocalLLaMA/comments/1p52fb0/rag_followups_not_working_qwen25_ignores_previous/ | NoBlackberry3264 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p52fb0 | false | null | t3_1p52fb0 | /r/LocalLLaMA/comments/1p52fb0/rag_followups_not_working_qwen25_ignores_previous/ | false | false | self | 2 | null |
Crush AI Inference Power by 1/3 on Your Local Rig – SlimeTree's Non-Commutative Rings for Efficient Graphs [P] (Patent Pending Teaser) | 0 | Hey r/LocalLLaMA, first post here after lurking for ages – super excited to share something I've been tinkering with for local AI setups. Running big graphs on your home GPU? Cycles killing your inference speed and jacking up power draw? (Yeah, that 90% waste on recursion loops sucks.) Enter SlimeTree: my open-source-i... | 2025-11-24T00:09:03 | https://www.reddit.com/r/LocalLLaMA/comments/1p52a67/crush_ai_inference_power_by_13_on_your_local_rig/ | Alarmed_Ad4718 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p52a67 | false | null | t3_1p52a67 | /r/LocalLLaMA/comments/1p52a67/crush_ai_inference_power_by_13_on_your_local_rig/ | false | false | self | 0 | null |
6x 1070s plus more | 0 | Recently acquired 6 pny 1070 FE style cards from a guy locally and I was planning on mounting them on an old mining rig to make a LLM machine that I could either use or rent out if im not using it.
After some research, I came to the conclusion that these cards wont work well for what I had planned and I have been str... | 2025-11-23T23:58:39 | https://www.reddit.com/r/LocalLLaMA/comments/1p521q3/6x_1070s_plus_more/ | DontGoAwayThrowAway | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p521q3 | false | null | t3_1p521q3 | /r/LocalLLaMA/comments/1p521q3/6x_1070s_plus_more/ | false | false | self | 0 | null |
Which second GPU for a Radeon AI Pro R9700? | 2 | I just bought the Radeon AI Pro R9700 for AI, and already have a Radeon 9060 XT for gaming (which perfectly fits my needs).
Before I can try out the Radeon Pro, I need a new PSU, and I want to get the right one for my goal, which is
\- the Radeon PRO for AI
\- a proper consumer card for gaming, as daily driver, a... | 2025-11-23T23:49:05 | https://www.reddit.com/r/LocalLLaMA/comments/1p51ueq/which_second_gpu_for_a_radeon_ai_pro_r9700/ | Natural_intelligen25 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p51ueq | false | null | t3_1p51ueq | /r/LocalLLaMA/comments/1p51ueq/which_second_gpu_for_a_radeon_ai_pro_r9700/ | false | false | self | 2 | null |
I built an O(N) Event-Driven architecture (Pulse-Field): 12x faster than Transformer baseline, 20MB size. | 1 | 2025-11-23T23:33:34 | Makimilan | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p51i4s | false | null | t3_1p51i4s | /r/LocalLLaMA/comments/1p51i4s/i_built_an_on_eventdriven_architecture_pulsefield/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'ded3ldrid33g1', 'resolutions': [{'height': 96, 'url': 'https://preview.redd.it/ded3ldrid33g1.png?width=108&crop=smart&auto=webp&s=8d34f0a152e86b9421c2260f748a266ab702599c', 'width': 108}, {'height': 193, 'url': 'https://preview.redd.it/ded3ldrid33g1.png?width=216&crop=smart&auto=web... | ||
I built an O(N) Event-Driven architecture (Pulse-Field): 12x faster than Transformer baseline. Code released. | 1 | [removed] | 2025-11-23T23:31:00 | https://www.reddit.com/r/LocalLLaMA/comments/1p51g1i/i_built_an_on_eventdriven_architecture_pulsefield/ | Makimilan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p51g1i | false | null | t3_1p51g1i | /r/LocalLLaMA/comments/1p51g1i/i_built_an_on_eventdriven_architecture_pulsefield/ | false | false | self | 1 | null |
I built a tool to stop my Llama-3 training runs from crashing due to bad JSONL formatting | 1 | [removed] | 2025-11-23T23:26:59 | https://www.reddit.com/r/LocalLLaMA/comments/1p51cnd/i_built_a_tool_to_stop_my_llama3_training_runs/ | Aromatic-Sample6926 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p51cnd | false | null | t3_1p51cnd | /r/LocalLLaMA/comments/1p51cnd/i_built_a_tool_to_stop_my_llama3_training_runs/ | false | false | self | 1 | null |
I built a tool to stop my Llama-3 training runs from crashing due to bad JSONL formatting | 1 | [removed] | 2025-11-23T23:26:22 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1p51c5u | false | null | t3_1p51c5u | /r/LocalLLaMA/comments/1p51c5u/i_built_a_tool_to_stop_my_llama3_training_runs/ | false | false | default | 1 | null | ||
I built a tool to stop my Llama-3 training runs from crashing due to bad JSONL formatting | 1 | > | 2025-11-23T23:25:25 | https://www.reddit.com/r/LocalLLaMA/comments/1p51bco/i_built_a_tool_to_stop_my_llama3_training_runs/ | Aromatic-Sample6926 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p51bco | false | null | t3_1p51bco | /r/LocalLLaMA/comments/1p51bco/i_built_a_tool_to_stop_my_llama3_training_runs/ | false | false | self | 1 | null |
I built an O(N) Event-Driven architecture (Pulse-Field) from scratch: 12x faster than Transformer baseline, 20MB size. Code released. | 1 | [removed] | 2025-11-23T23:22:39 | https://www.reddit.com/r/LocalLLaMA/comments/1p5192n/i_built_an_on_eventdriven_architecture_pulsefield/ | Makimilan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5192n | false | null | t3_1p5192n | /r/LocalLLaMA/comments/1p5192n/i_built_an_on_eventdriven_architecture_pulsefield/ | false | false | self | 1 | null |
I got tired of syntax errors crashing my 70B training runs, so I built a validator. | 1 | [removed] | 2025-11-23T23:22:07 | https://www.reddit.com/r/LocalLLaMA/comments/1p518nc/i_got_tired_of_syntax_errors_crashing_my_70b/ | Aromatic-Sample6926 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p518nc | false | null | t3_1p518nc | /r/LocalLLaMA/comments/1p518nc/i_got_tired_of_syntax_errors_crashing_my_70b/ | false | false | self | 1 | null |
Offloading experts to weaker GPU | 7 | I'm about to set up a 5070 ti + 5060 ti 16 GB system, and given the differences in bandwidth, I had the idea to put the experts on the 5060 ti instead of offloading to the CPU. I have a 9900k + 2080 ti + 4060 system currently, and I got some interesting results using Qwen3Coder:30B.
| Configuration | PCIe 1.0 x8 | PCI... | 2025-11-23T23:21:07 | https://www.reddit.com/r/LocalLLaMA/comments/1p517tg/offloading_experts_to_weaker_gpu/ | iron_coffin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p517tg | false | null | t3_1p517tg | /r/LocalLLaMA/comments/1p517tg/offloading_experts_to_weaker_gpu/ | false | false | self | 7 | null |
LMStudio GPT-OSS run. | 0 | This setting increase tokens out by 10-12/sec.
GPU is 4080 super. 16gb ram.
Intel i5 14th gen
Prompt: describe how to cook egusi.
I honestly didn’t think it will know the steps.
I don’t know if this is normal since I was previously getting 40+ tokens
Maybe this answers someone’s question 🫠 | 2025-11-23T22:47:58 | https://www.reddit.com/r/LocalLLaMA/comments/1p50fpc/lmstudio_gptoss_run/ | Traditional_Monk_291 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p50fpc | false | null | t3_1p50fpc | /r/LocalLLaMA/comments/1p50fpc/lmstudio_gptoss_run/ | false | false | self | 0 | null |
what do we think of Tenstorrent Blackhole p150a's capabilities as we move into 2026? | 17 | [https://tenstorrent.com/hardware/blackhole](https://tenstorrent.com/hardware/blackhole)
spoke to a couple of their folks at some length at Supercomputing last week and 32GB "VRAM" (not exactly, but still) plus the strong connectivity capabilities for ganging cards together for training seems interesting, plus it's le... | 2025-11-23T22:39:59 | https://www.reddit.com/r/LocalLLaMA/comments/1p5092p/what_do_we_think_of_tenstorrent_blackhole_p150as/ | starkruzr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p5092p | false | null | t3_1p5092p | /r/LocalLLaMA/comments/1p5092p/what_do_we_think_of_tenstorrent_blackhole_p150as/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'KCYvAPkQEkVmX4QqYreQJe2Mpq_40hogwrnlM3kIOUs', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/KCYvAPkQEkVmX4QqYreQJe2Mpq_40hogwrnlM3kIOUs.png?width=108&crop=smart&auto=webp&s=87fef6213db1cfbcbda5a88d6b8bdd5157dd1808', 'width': 108}, {'height': 113, 'url': 'h... |
AI Mindmap Semantic Sphere | 1 | [removed] | 2025-11-23T22:19:58 | https://v.redd.it/1f28uch0033g1 | Lilux3D | /r/LocalLLaMA/comments/1p4zrsr/ai_mindmap_semantic_sphere/ | 1970-01-01T00:00:00 | 0 | {} | 1p4zrsr | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/1f28uch0033g1/DASHPlaylist.mpd?a=1766658005%2CZTlhMTUxOTc4ZDUwZjY1ZDBjOTE0NjA0NGYxYjQ0MTI2ZmFmYjc2MzBhODJiMTYxN2NlOGY2NDZhNTE3OWY1ZQ%3D%3D&v=1&f=sd', 'duration': 170, 'fallback_url': 'https://v.redd.it/1f28uch0033g1/CMAF_720.mp4?source=fallback', 'h... | t3_1p4zrsr | /r/LocalLLaMA/comments/1p4zrsr/ai_mindmap_semantic_sphere/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'd2xxOTZiaDAwMzNnMVxQvEMO-xJrv8vu6Myo_WcBuZyU_ZSZG3Paq4BDsArI', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/d2xxOTZiaDAwMzNnMVxQvEMO-xJrv8vu6Myo_WcBuZyU_ZSZG3Paq4BDsArI.png?width=108&crop=smart&format=pjpg&auto=webp&s=93406202ad7c712adcf021bccf9286f5927cb... | |
Expert offload to 2nd GPU Much Slower than to CPU in llama.cpp | 1 | [removed] | 2025-11-23T22:19:18 | https://www.reddit.com/r/LocalLLaMA/comments/1p4zr8f/expert_offload_to_2nd_gpu_much_slower_than_to_cpu/ | Rare_Divide_5744 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4zr8f | false | null | t3_1p4zr8f | /r/LocalLLaMA/comments/1p4zr8f/expert_offload_to_2nd_gpu_much_slower_than_to_cpu/ | false | false | self | 1 | null |
Is it worth buying RTX 5060Ti 16Gb for a regular gaming + AI cheap PC and moving 3060 12Gb to x8 slot? | 8 | Current specs:
\- 5700X
\- 2x16Gb 3200Mhz (2 more slots available)
\- RTX 3060 12Gb (x16 slot)
\- 750W Gold Cougar Gex PSU
I want to try 28Gb of combined VRAM with Ollama, Vllm, OpenWebUI and mb some other software (thinking about ComfyUI as soon as I get rid of my laziness). Is it worth upgrading just in order... | 2025-11-23T22:11:18 | https://www.reddit.com/r/LocalLLaMA/comments/1p4zk6v/is_it_worth_buying_rtx_5060ti_16gb_for_a_regular/ | Global_Impression470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4zk6v | false | null | t3_1p4zk6v | /r/LocalLLaMA/comments/1p4zk6v/is_it_worth_buying_rtx_5060ti_16gb_for_a_regular/ | false | false | self | 8 | null |
vibe coding at its finest | 1,341 | 2025-11-23T22:10:38 | juanviera23 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p4zjmd | false | null | t3_1p4zjmd | /r/LocalLLaMA/comments/1p4zjmd/vibe_coding_at_its_finest/ | false | false | default | 1,341 | {'enabled': True, 'images': [{'id': 'qxnrtbquy23g1', 'resolutions': [{'height': 41, 'url': 'https://preview.redd.it/qxnrtbquy23g1.png?width=108&crop=smart&auto=webp&s=739aac45df69c16e618ab0c73c3224f916158052', 'width': 108}, {'height': 82, 'url': 'https://preview.redd.it/qxnrtbquy23g1.png?width=216&crop=smart&auto=webp... | ||
I made a handler for multiple AI providers including Ollama with support for file uploads, conversations and more | 0 | I kept reusing the same multi ai handler in all of my projects involving AI so I decided to turn that into a pip package for ease of reuse.
It supports switching providers between OpenAI, Anthropic, Google, local Ollama etc. with support for effortless file uploads. There is also a "local" flag for local file preproce... | 2025-11-23T21:54:05 | Ok_Mousse_8926 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p4z522 | false | null | t3_1p4z522 | /r/LocalLLaMA/comments/1p4z522/i_made_a_handler_for_multiple_ai_providers/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'wszs-b_TrQhJ1RkCyY4Mw8A0JZREFqDqOaeB13nkMFk', 'resolutions': [{'height': 92, 'url': 'https://preview.redd.it/4f4t1pxmu23g1.png?width=108&crop=smart&auto=webp&s=1ef22e5e857d021ee05333e544f6a662bcbf2b91', 'width': 108}, {'height': 185, 'url': 'https://preview.redd.it/4f4t1pxmu23g1.png... | ||
Why’s nobody talking about this app? | 0 | [https://github.com/sbhjt-gr/inferra](https://github.com/sbhjt-gr/inferra)
There’s this free and open-source app, which literally lets you use your Android/iOS device as a server to access local models in your local network. 🤯
Also, this one's also the only one that provides you local file uploads (PDF + images) in ... | 2025-11-23T21:49:30 | https://v.redd.it/wqc73rg2v23g1 | Ya_SG | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p4z15x | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/wqc73rg2v23g1/DASHPlaylist.mpd?a=1766526587%2CYTQ1Y2Q4MjI4N2I1YWY0ZDZmY2QxOTk5NzM1NzdmMTAwOGY0YWM3N2JhYjY2MmQ0ZmVjZjMyNjQ4ZDExNmRjMQ%3D%3D&v=1&f=sd', 'duration': 47, 'fallback_url': 'https://v.redd.it/wqc73rg2v23g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1p4z15x | /r/LocalLLaMA/comments/1p4z15x/whys_nobody_talking_about_this_app/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'NHNobXpjajJ2MjNnMdwfB5mfdn3D3sxLtwJFdKjm3pvXK4z8qt01c__fmN7Q', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/NHNobXpjajJ2MjNnMdwfB5mfdn3D3sxLtwJFdKjm3pvXK4z8qt01c__fmN7Q.png?width=108&crop=smart&format=pjpg&auto=webp&s=767a14155e8b9ac1d0f939d198c480dfb8e2e... | |
Locally, what size models do you usually use? | 2 | **Ignore MoE architecture models!**
This poll is about parameters because the results takes into account tokens/s, and therefore more useful for finetuners.
Also, because you can only do 6 options, I've had to prioritise options for consumer GPU vram, rather than those with multiple GPUs with lots of VRAM, or running... | 2025-11-23T21:42:10 | https://www.reddit.com/r/LocalLLaMA/comments/1p4yusg/locally_what_size_models_do_you_usually_use/ | JawGBoi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4yusg | false | null | t3_1p4yusg | /r/LocalLLaMA/comments/1p4yusg/locally_what_size_models_do_you_usually_use/ | false | false | self | 2 | null |
My laptop got a score of 37.66 TPS on Llama 3.2 1B - is that good? | 0 | Really new to the idea of running LLMs locally but very interested in doing so.
Device specs: Motorola Motobook 60 OLED 2.8K 120HZ Intel core 5 series 2 - 210H Integrated graphics 16gb RAM 512gb SSD
Would love additional advice on entering the LLM community | 2025-11-23T21:19:06 | https://www.reddit.com/r/LocalLLaMA/comments/1p4ya5j/my_laptop_got_a_score_of_3766_tps_on_llama_32_1b/ | imhurtandiwanttocry | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4ya5j | false | null | t3_1p4ya5j | /r/LocalLLaMA/comments/1p4ya5j/my_laptop_got_a_score_of_3766_tps_on_llama_32_1b/ | false | false | self | 0 | null |
My laptop got a 37.66 TPA running Llama 3.2 1B - Is that good? | 1 | Really new to the idea of running LLMs locally but very interested in doing so.
Device specs :
Motorola Motobook 60
OLED 2.8K 120HZ
Intel core 5 series 2 - 210H
Integrated graphics
16gb RAM
512gb SSD
Would love additional advice on entering the LLM community | 2025-11-23T21:18:05 | https://www.reddit.com/r/LocalLLaMA/comments/1p4y98d/my_laptop_got_a_3766_tpa_running_llama_32_1b_is/ | imhurtandiwanttocry | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4y98d | false | null | t3_1p4y98d | /r/LocalLLaMA/comments/1p4y98d/my_laptop_got_a_3766_tpa_running_llama_32_1b_is/ | false | false | self | 1 | null |
Can an expert chime in and explain what is holding Vulkan back from becoming the standard API for ML? | 94 | I’m just getting into GPGPU programming, and my knowledge is limited. I’ve only written a handful of code and mostly just read examples. I’m trying to understand whether there are any major downsides or roadblocks to writing or contributing to AI/ML frameworks using Vulkan, or whether I should just stick to CUDA or oth... | 2025-11-23T20:59:05 | https://www.reddit.com/r/LocalLLaMA/comments/1p4xscg/can_an_expert_chime_in_and_explain_what_is/ | A_Chungus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4xscg | false | null | t3_1p4xscg | /r/LocalLLaMA/comments/1p4xscg/can_an_expert_chime_in_and_explain_what_is/ | false | false | self | 94 | null |
RX 6700XT unter Ubuntu 22.04 oder 24.04 | 1 | Hallo Liebe Reddit-Gemeinde!
Ich bin komplett neu in dem Thema LocalLLM und daher habe ich mal eine Frage.
Und zwar versuche ich nun seit einigen Wochen meine RX6700XT unter Ubuntu zum laufen zu bekommen um auf dieser LLMs zum laufen zu bekommen! Ich habe es mit 22.04 und 24.04 versucht, so wie mit ROCm, aber auch... | 2025-11-23T20:57:22 | https://www.reddit.com/r/LocalLLaMA/comments/1p4xqw4/rx_6700xt_unter_ubuntu_2204_oder_2404/ | Able_Fee6853 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4xqw4 | false | null | t3_1p4xqw4 | /r/LocalLLaMA/comments/1p4xqw4/rx_6700xt_unter_ubuntu_2204_oder_2404/ | false | false | self | 1 | null |
Show me the attention! | 0 | here you go, blyat()
saw it here [https://github.com/huggingface/diffusers/blob/main/src/diffusers/models/transformers/transformer\_kandinsky.py#L212](https://github.com/huggingface/diffusers/blob/main/src/diffusers/models/transformers/transformer_kandinsky.py#L212) | 2025-11-23T20:45:16 | vladlearns | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p4xgf2 | false | null | t3_1p4xgf2 | /r/LocalLLaMA/comments/1p4xgf2/show_me_the_attention/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '97s9cz0ij23g1', 'resolutions': [{'height': 82, 'url': 'https://preview.redd.it/97s9cz0ij23g1.png?width=108&crop=smart&auto=webp&s=ed611a6492f49efe4f265f42258c0a2397500e92', 'width': 108}, {'height': 165, 'url': 'https://preview.redd.it/97s9cz0ij23g1.png?width=216&crop=smart&auto=web... | |
Estimating the Size of Gemini-3, GPT-5.1, and Magistral Medium Using Open LLMs on the Omniscience Bench (ROUGH!) | 7 | Artificialanalysis discovered that the "AA-Omniscience Accuracy" value strongly correlates with model size. Therefore, I used the open LLMs captured by the benchmark—whose parameter counts are known—to establish a relationship between the accuracy value and the number of parameters for each model. Out of pure curiosity... | 2025-11-23T20:42:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p4xe0a/estimating_the_size_of_gemini3_gpt51_and/ | Snail_Inference | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4xe0a | false | null | t3_1p4xe0a | /r/LocalLLaMA/comments/1p4xe0a/estimating_the_size_of_gemini3_gpt51_and/ | false | false | self | 7 | null |
Can GLM-4.5-air run on a single 3090 (24gb vram) with 48gb ram at above 10t/s? | 4 | I can’t find a straight answer! I’ve checked the vram calculator and it says that a Q1 can fit into 21GB vram? So I’m not sure? Anyone know if a Q4 is possible with this setup? Etc | 2025-11-23T20:22:02 | https://www.reddit.com/r/LocalLLaMA/comments/1p4wvzj/can_glm45air_run_on_a_single_3090_24gb_vram_with/ | Borkato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4wvzj | false | null | t3_1p4wvzj | /r/LocalLLaMA/comments/1p4wvzj/can_glm45air_run_on_a_single_3090_24gb_vram_with/ | false | false | self | 4 | null |
Exploring non-standard LLM architectures - is modularity worth pursuing on small GPUs? | 4 | Hi everyone,
I’m working on some experimental LLM ideas that go **beyond the usual “train one big model” approach**.
Without going into specific techniques, the general direction is:
* not a normal monolithic LLM
* not just fine-tuning existing checkpoints
* more of a modular / multi-component system
* where diffe... | 2025-11-23T20:11:04 | https://www.reddit.com/r/LocalLLaMA/comments/1p4wm42/exploring_nonstandard_llm_architectures_is/ | lukatu10 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4wm42 | false | null | t3_1p4wm42 | /r/LocalLLaMA/comments/1p4wm42/exploring_nonstandard_llm_architectures_is/ | false | false | self | 4 | null |
Ai2's Olmo 3 now on OpenRouter 👀 | 23 | Parasail added Ai2's Olmo 3 to OpenRouter—Think (32B and 7B) and Instruct (7B). | 2025-11-23T20:10:17 | http://openrouter.ai/allenai/ | ghostderp | openrouter.ai | 1970-01-01T00:00:00 | 0 | {} | 1p4wlej | false | null | t3_1p4wlej | /r/LocalLLaMA/comments/1p4wlej/ai2s_olmo_3_now_on_openrouter/ | false | false | default | 23 | {'enabled': False, 'images': [{'id': 'ET-WVr4mXHD1An075CPHuJQ0Di6PZSiO2KfryrF_HGA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/ET-WVr4mXHD1An075CPHuJQ0Di6PZSiO2KfryrF_HGA.png?width=108&crop=smart&auto=webp&s=e41fd8716f87bb7710a3ea5c01947be6dd0dc573', 'width': 108}, {'height': 113, 'url': 'h... |
Intel B60 pro 24gb | 4 | How bad Intel GPUs nowadays with something like qwen VL?
I have a frigate server for which Intel GPU looks like perfect fit because of openvino. However I want to run some visual models for frigate snapshots, OCR for paperless and something for home assistant AI tasks. Would Intel B60 be okay choice for doing that? It... | 2025-11-23T20:06:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p4whzz/intel_b60_pro_24gb/ | damirca | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4whzz | false | null | t3_1p4whzz | /r/LocalLLaMA/comments/1p4whzz/intel_b60_pro_24gb/ | false | false | self | 4 | null |
Duda...Mac Studio M2 Ultra 128gb RAM o segunda RTX 5090 | 0 | Pues eso, tengo un ryzen 9 5900X con 64gb de RAM y una 5090 hago ciencia de datos y tengo LLM locales para mi trabajo diario Qwen 30b y Gemma 3 27b en Arch linux
Quería ampliar miras y estaba viendo un Mac Studio M2 ultra con 128gb de RAM por meter más contexto y el modelo de más calidad. Pero me surgió la duda de com... | 2025-11-23T20:04:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p4wg8i/dudamac_studio_m2_ultra_128gb_ram_o_segunda_rtx/ | ajujox | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4wg8i | false | null | t3_1p4wg8i | /r/LocalLLaMA/comments/1p4wg8i/dudamac_studio_m2_ultra_128gb_ram_o_segunda_rtx/ | false | false | self | 0 | null |
open source for fastest inference | 0 | I see a lot of companies doing customer model tuning. I am aware of VLLM to accelerate inference. Are there any other open source tools that make the model inference work fast without migrating on to fireworks or together ai . I want to run models directly on GPUs | 2025-11-23T19:13:45 | https://www.reddit.com/r/LocalLLaMA/comments/1p4v6rn/open_source_for_fastest_inference/ | Any_Explanation_3589 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4v6rn | false | null | t3_1p4v6rn | /r/LocalLLaMA/comments/1p4v6rn/open_source_for_fastest_inference/ | false | false | self | 0 | null |
DC-ROMA 2 on Framework can run LLM on Linux | 3 | [https://www.youtube.com/watch?v=2ASbWYk\_aOM](https://www.youtube.com/watch?v=2ASbWYk_aOM) | 2025-11-23T19:11:56 | https://www.reddit.com/r/LocalLLaMA/comments/1p4v538/dcroma_2_on_framework_can_run_llm_on_linux/ | PotentialFunny7143 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4v538 | false | null | t3_1p4v538 | /r/LocalLLaMA/comments/1p4v538/dcroma_2_on_framework_can_run_llm_on_linux/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'M-7p-yDCXSnLD0kJPYWFIRnZrElKkGjluykY8tYQP_s', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/M-7p-yDCXSnLD0kJPYWFIRnZrElKkGjluykY8tYQP_s.jpeg?width=108&crop=smart&auto=webp&s=332afaa8277a9346b1f055594215582cbe5bd692', 'width': 108}, {'height': 162, 'url': '... |
“Paradox stress-test results on LLaMA using a custom stability monitor” | 1 | [removed] | 2025-11-23T19:04:20 | https://www.reddit.com/gallery/1p4uy64 | Sensitive_Grocery_77 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1p4uy64 | false | null | t3_1p4uy64 | /r/LocalLLaMA/comments/1p4uy64/paradox_stresstest_results_on_llama_using_a/ | false | false | 1 | null | |
“I tested a multi-observer paradox on LLaMA + my ZTGI-Pro hazard monitor: Gemini reported 4+ voices, ZTGI triggered BREAK (Ω=1)” | 1 | [removed] | 2025-11-23T19:01:33 | https://www.reddit.com/gallery/1p4uvj5 | Sensitive_Grocery_77 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1p4uvj5 | false | null | t3_1p4uvj5 | /r/LocalLLaMA/comments/1p4uvj5/i_tested_a_multiobserver_paradox_on_llama_my/ | false | false | 1 | null | |
regex guards are weak, and my recent crash proved they are dangerous too | 2 | I saw the post earlier about the [AI assistant jailbreak issue](https://www.reddit.com/r/LocalLLaMA/comments/1p145pj/our_ai_assistant_keeps_getting_jailbroken_and_its/), an example of why static text filters fail against semantic models.
In my case, while building a RAG for a genetics project (using gemini API), I suf... | 2025-11-23T18:59:31 | https://www.reddit.com/r/LocalLLaMA/comments/1p4uth6/regex_guards_are_weak_and_my_recent_crash_proved/ | jalilbouziane | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4uth6 | false | null | t3_1p4uth6 | /r/LocalLLaMA/comments/1p4uth6/regex_guards_are_weak_and_my_recent_crash_proved/ | false | false | self | 2 | null |
We are considering removing the Epstein files dataset from Hugging Face | 0 | This sub helped shape[ this dataset](https://huggingface.co/datasets/tensonaut/EPSTEIN_FILES_20K) even before it was pushed to Hugging Face, so we want to hear thoughts and suggestions before making the decision.
The motivation to host this dataset was to enable AI powered Investigative journalism: [https://huggingfac... | 2025-11-23T18:57:30 | https://www.reddit.com/r/LocalLLaMA/comments/1p4urm7/we_are_considering_removing_the_epstein_files/ | tensonaut | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4urm7 | false | null | t3_1p4urm7 | /r/LocalLLaMA/comments/1p4urm7/we_are_considering_removing_the_epstein_files/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'Un7ixyc1EmaI-qDmYnT24bjDTJyNZChlHeXZ9IC2aTs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Un7ixyc1EmaI-qDmYnT24bjDTJyNZChlHeXZ9IC2aTs.png?width=108&crop=smart&auto=webp&s=5908f3b11b27ea2328c1b220d63d225ab4a2f409', 'width': 108}, {'height': 116, 'url': 'h... |
Show HN style: lmapp v0.1.0 - Local LLM CLI with 100% test coverage | 1 | I just released lmapp v0.1.0, a local AI assistant CLI I've been working on for the past 6 months.
Core Design Principles:
1. Quality first - 100% test coverage, enterprise error handling
2. User-friendly - 30-second setup (pip install + run)
3. Multi-backend - Works with Ollama, llamafile... | 2025-11-23T18:51:10 | https://www.reddit.com/r/LocalLLaMA/comments/1p4ulwx/show_hn_style_lmapp_v010_local_llm_cli_with_100/ | Sad_Atmosphere1425 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4ulwx | false | null | t3_1p4ulwx | /r/LocalLLaMA/comments/1p4ulwx/show_hn_style_lmapp_v010_local_llm_cli_with_100/ | false | false | self | 1 | null |
[Project] Autonomous AI Dev Team - Multi-agent system that codes, reviews, tests & documents projects | 1 | Hey everyone! I've been working on an experimental open-source project that's basically an AI development team in a box. Still very much WIP but wanted to share and get feedback.
**What it does:** Takes a text prompt → generates a complete software project with Git history, tests, and documentation. Uses multiple spec... | 2025-11-23T18:49:08 | https://www.reddit.com/r/LocalLLaMA/comments/1p4uk39/project_autonomous_ai_dev_team_multiagent_system/ | Main_Path_4051 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4uk39 | false | null | t3_1p4uk39 | /r/LocalLLaMA/comments/1p4uk39/project_autonomous_ai_dev_team_multiagent_system/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Na2tUpkBcYggB_8VayFu3tXQQO1WFr_BdF8ld6RAmMg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Na2tUpkBcYggB_8VayFu3tXQQO1WFr_BdF8ld6RAmMg.png?width=108&crop=smart&auto=webp&s=102c95a502528176b0e3bd747e98dc77b83a5308', 'width': 108}, {'height': 108, 'url': 'h... |
Z.AI: GLM 4.6 on Mac Studio 256GB for agentic coding? | 2 | I would like to use the Z.AI: GLM 4.6 for agentic coding.
Would it work on a Mac Studio with 256GB RAM?
What performance can I expect? | 2025-11-23T18:39:39 | https://www.reddit.com/r/LocalLLaMA/comments/1p4ubf0/zai_glm_46_on_mac_studio_256gb_for_agentic_coding/ | ThingRexCom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4ubf0 | false | null | t3_1p4ubf0 | /r/LocalLLaMA/comments/1p4ubf0/zai_glm_46_on_mac_studio_256gb_for_agentic_coding/ | false | false | self | 2 | null |
Hallucination - Philosophy | 0 | I just had a two hour session with Chat-GPT about how to handle hallucinations, systemprompt based. Somehow we slipped into a full philosophy round. So while I did of course know that what we perceive is not THE reality, but rather filtered through our brain and stuff. We just came up with the same thing but the other ... | 2025-11-23T18:08:54 | https://www.reddit.com/r/LocalLLaMA/comments/1p4tjgz/hallucination_philosophy/ | LatterAd9047 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4tjgz | false | null | t3_1p4tjgz | /r/LocalLLaMA/comments/1p4tjgz/hallucination_philosophy/ | false | false | self | 0 | null |
Vanaras Agentic AI - A local first Agentic Framework with a visual node editor - Demo Included | 0 | [I have been building a local-first agentic automation platform called Vanaras AI and today I'm sharing the new Visual Node editor. It lets you build agent workflows visually - analysis -\> task generation -\> execution -\> critic -\> Validation - all running locally on your machine.](https://reddit.com/link/1p4ti4b/vi... | 2025-11-23T18:07:26 | https://www.reddit.com/r/LocalLLaMA/comments/1p4ti4b/vanaras_agentic_ai_a_local_first_agentic/ | VanarasAgenticAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4ti4b | false | null | t3_1p4ti4b | /r/LocalLLaMA/comments/1p4ti4b/vanaras_agentic_ai_a_local_first_agentic/ | false | false | self | 0 | null |
My Weekend Plan Was Cleaning. Ended Up Benchmarking LLaMA Models Instead | 0 | I sat down to clean my room and got completely distracted by the idea of testing a few LLaMA models locally. I spent hours benchmarking, tweaking settings and comparing outputs. Now I want to actually use these models for something useful. What fun or practical tasks do you use your local LLMs for at home? Looking for ... | 2025-11-23T17:55:23 | https://www.reddit.com/r/LocalLLaMA/comments/1p4t6qh/my_weekend_plan_was_cleaning_ended_up/ | Fab_Terminator | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4t6qh | false | null | t3_1p4t6qh | /r/LocalLLaMA/comments/1p4t6qh/my_weekend_plan_was_cleaning_ended_up/ | false | false | self | 0 | null |
I created a llama.cpp fork with the Rockchip NPU integration as an accelerator and the results are already looking great! | 322 | 2025-11-23T17:54:06 | https://v.redd.it/9r0ixbb0p13g1 | Inv1si | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p4t5ix | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/9r0ixbb0p13g1/DASHPlaylist.mpd?a=1766512459%2CZGM1MDIwNTE3NWVlM2ExMjRmNjgwMzNkNmZmMDIwYzJhNjg3YmQ5ZjBiMzJjYTQyZmI2ODU0ODA1NjlhYjk4Yg%3D%3D&v=1&f=sd', 'duration': 60, 'fallback_url': 'https://v.redd.it/9r0ixbb0p13g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1p4t5ix | /r/LocalLLaMA/comments/1p4t5ix/i_created_a_llamacpp_fork_with_the_rockchip_npu/ | false | false | 322 | {'enabled': False, 'images': [{'id': 'YWZjazBjYjBwMTNnMfl_KE3bRLUmxUrgo6sq7iH5IJtc0qUYB-cQv58tKBaC', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/YWZjazBjYjBwMTNnMfl_KE3bRLUmxUrgo6sq7iH5IJtc0qUYB-cQv58tKBaC.png?width=108&crop=smart&format=pjpg&auto=webp&s=e13f4f69d89242694563f02c16811e804ed2a... | ||
Turned my spare PC into a Local LLaMa box. Need tips for practical use | 6 | I converted an old PC into a machine dedicated to running local LLMs. It surprised me how well it performs for simple tasks. I want to apply it to real-life scenarios like note taking, automation or personal knowledge management.
What practical use cases do you rely on your local model for? Hoping to pick up ideas t... | 2025-11-23T17:49:21 | https://www.reddit.com/r/LocalLLaMA/comments/1p4t15y/turned_my_spare_pc_into_a_local_llama_box_need/ | Future_Draw5416 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4t15y | false | null | t3_1p4t15y | /r/LocalLLaMA/comments/1p4t15y/turned_my_spare_pc_into_a_local_llama_box_need/ | false | false | self | 6 | null |
I created a llama.cpp fork with the Rockchip NPU integration as an accelerator and the results are already looking great! | 1 | [removed] | 2025-11-23T17:47:27 | https://v.redd.it/swjq48oke13g1 | Inv1si | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p4szgm | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/swjq48oke13g1/DASHPlaylist.mpd?a=1766512062%2CNGRhODRmY2RlMDVmOGZiNDZmZDgwYzBhYWUxYWQ3ZTQ0ZDg0ZjQ4ZWQ3MzJhYWY1M2FlODhiYTlhNWIyZjk3Ng%3D%3D&v=1&f=sd', 'duration': 60, 'fallback_url': 'https://v.redd.it/swjq48oke13g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1p4szgm | /r/LocalLLaMA/comments/1p4szgm/i_created_a_llamacpp_fork_with_the_rockchip_npu/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'OHc4YmI4b2tlMTNnMfl_KE3bRLUmxUrgo6sq7iH5IJtc0qUYB-cQv58tKBaC', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/OHc4YmI4b2tlMTNnMfl_KE3bRLUmxUrgo6sq7iH5IJtc0qUYB-cQv58tKBaC.png?width=108&crop=smart&format=pjpg&auto=webp&s=1c5b9ab8dc8621abf7a58eac942804ff7fdd3... | |
Running LLMs with 16 GB VRAM + 64 GB RAM | 2 | 1. What is the largest LLM size that can be feasibly run on a PC with 16 GB VRAM and 64 GB VRAM?
2. How significant is the impact of quantization on output quality? | 2025-11-23T17:46:55 | https://www.reddit.com/r/LocalLLaMA/comments/1p4syze/running_llms_with_16_gb_vram_64_gb_ram/ | alerikaisattera | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4syze | false | null | t3_1p4syze | /r/LocalLLaMA/comments/1p4syze/running_llms_with_16_gb_vram_64_gb_ram/ | false | false | self | 2 | null |
Running LLMs with 16 GB VRAM + 32 GB RAM | 1 | [deleted] | 2025-11-23T17:40:01 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1p4ssls | false | null | t3_1p4ssls | /r/LocalLLaMA/comments/1p4ssls/running_llms_with_16_gb_vram_32_gb_ram/ | false | false | default | 1 | null | ||
Enterprise Offline RAG System - 100% Local, Production-Ready RAG Framework | 0 | \- Unit tests
\- Example scripts
\## Roadmap
\- ✅ v1: Foundation (complete)
\- 🚧 v2: Multimodal + Evaluation (in progress)
\- 📋 v3: Enterprise features (RBAC, audit logs, multi-tenant)
I'd love feedback from the community! This is particularly useful for anyone building internal AI tools that need t... | 2025-11-23T17:36:58 | https://www.reddit.com/r/LocalLLaMA/comments/1p4spsq/enterprise_offline_rag_system_100_local/ | Vivid-Researcher-666 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4spsq | false | null | t3_1p4spsq | /r/LocalLLaMA/comments/1p4spsq/enterprise_offline_rag_system_100_local/ | false | false | self | 0 | null |
Qwen3 VL Instruct and Thinking Heretic Abliteration | 9 | Hey folks,
I have abliterated bunch of Qwen3VL model both thinking and Instruct.
You can find the models on hugging face:
* [https://huggingface.co/collections/coder3101/qwen3-vl-instruct-heretic](https://huggingface.co/collections/coder3101/qwen3-vl-instruct-heretic)
* [https://huggingface.co/collections/coder3... | 2025-11-23T17:35:56 | https://www.reddit.com/r/LocalLLaMA/comments/1p4soum/qwen3_vl_instruct_and_thinking_heretic/ | coder3101 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4soum | false | null | t3_1p4soum | /r/LocalLLaMA/comments/1p4soum/qwen3_vl_instruct_and_thinking_heretic/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': '4Pw0XfBODLyt_zt9opnit9_J3k1M7cT8gQJYeTY7q5A', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/4Pw0XfBODLyt_zt9opnit9_J3k1M7cT8gQJYeTY7q5A.png?width=108&crop=smart&auto=webp&s=7b7c82c585b2d2ec96fb52fa6ad3a3853fe34f06', 'width': 108}, {'height': 116, 'url': 'h... |
I just launched a new filetype standard (.mct) for AI-generated images — built for provenance, ownership, and creator rights. Would love feedback. | 0 | Hey everyone — for the past month I’ve been quietly building something I think our entire ecosystem has been missing:
A **file format for provenance**, not pixels.
# 🎯 Introducing the .mct file — McTigue Metadata Container
It’s a JSON-based metadata standard designed to store:
* cryptographic hash of the original ... | 2025-11-23T17:26:31 | https://www.reddit.com/r/LocalLLaMA/comments/1p4sg4l/i_just_launched_a_new_filetype_standard_mct_for/ | Sir_fuxmart | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4sg4l | false | null | t3_1p4sg4l | /r/LocalLLaMA/comments/1p4sg4l/i_just_launched_a_new_filetype_standard_mct_for/ | false | false | self | 0 | null |
AI Mindmap Semantic Sphere | 1 | 2025-11-23T17:25:56 | https://v.redd.it/crr1vlhtj13g1 | Lilux3D | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p4sfkl | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/crr1vlhtj13g1/DASHPlaylist.mpd?a=1766510771%2CN2YzMTM2MjY2M2M1ZDQzY2RlMmVhMTJmMmM3YTQ3MmI0MDcwYjZlMDI2MGVkNWI4YTdiMTQ0NTU0ZjUzNmYwNA%3D%3D&v=1&f=sd', 'duration': 30, 'fallback_url': 'https://v.redd.it/crr1vlhtj13g1/CMAF_720.mp4?source=fallback', 'ha... | t3_1p4sfkl | /r/LocalLLaMA/comments/1p4sfkl/ai_mindmap_semantic_sphere/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'MzEwbm9taHRqMTNnMeTNZDPu_ziPFR5grZGew1_PszELwaIOkYQkxKM2-Tux', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/MzEwbm9taHRqMTNnMeTNZDPu_ziPFR5grZGew1_PszELwaIOkYQkxKM2-Tux.png?width=108&crop=smart&format=pjpg&auto=webp&s=4184f12c6bdef2954656baba712d4aafca39b... | ||
Got annoyed with VRAM math, so I threw together a simple calculator. Works with GGUF + context overhead. Use it, break it, tell me what sucks. | 0 | Hello guys
So… after lurking around here for two years (learning a ton, saying absolutely nothing), I figured it’s finally time to contribute something instead of just "hoarding" everyone else’s knowledge.
I’m a 2nd-year engineering student, and honestly, getting into local LLMs was overwhelming at first.
I found my... | 2025-11-23T17:21:29 | https://www.reddit.com/r/LocalLLaMA/comments/1p4sbcx/got_annoyed_with_vram_math_so_i_threw_together_a/ | Enough-Cat7020 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4sbcx | false | null | t3_1p4sbcx | /r/LocalLLaMA/comments/1p4sbcx/got_annoyed_with_vram_math_so_i_threw_together_a/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'VlW5iZkPHXGJ9HXSXmGxZqacyrvZtuTHl3Vtt9ThmQA', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/VlW5iZkPHXGJ9HXSXmGxZqacyrvZtuTHl3Vtt9ThmQA.png?width=108&crop=smart&auto=webp&s=5e95049e158dba3e21bdee3379e304e222061d5f', 'width': 108}, {'height': 432, 'url': '... |
AI Mindmap Semantic Sphere chrome extension | 1 | [removed] | 2025-11-23T17:20:49 | https://8966611458468.gumroad.com/l/bkftxj | Lilux3D | 8966611458468.gumroad.com | 1970-01-01T00:00:00 | 0 | {} | 1p4saqf | false | null | t3_1p4saqf | /r/LocalLLaMA/comments/1p4saqf/ai_mindmap_semantic_sphere_chrome_extension/ | false | false | default | 1 | null |
Drummer's Snowpiercer 15B v4 · A strong RP model that punches a pack! | 138 | While I have your attention, I'd like to ask: Does anyone here honestly bother with models below 12B? Like 8B, 4B, or 2B? I feel like I might have neglected smaller model sizes for far too long.
Also: "Air 4.6 in two weeks!"
\---
Snowpiercer v4 is part of the Gen 4.0 series I'm working on that puts more focus on cha... | 2025-11-23T17:17:31 | https://huggingface.co/TheDrummer/Snowpiercer-15B-v4 | TheLocalDrummer | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1p4s7nt | false | null | t3_1p4s7nt | /r/LocalLLaMA/comments/1p4s7nt/drummers_snowpiercer_15b_v4_a_strong_rp_model/ | false | false | default | 138 | {'enabled': False, 'images': [{'id': 'QHcTMS_GK1SpPCsYVSA_d521aSr77tuQOduExaTV8io', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/QHcTMS_GK1SpPCsYVSA_d521aSr77tuQOduExaTV8io.png?width=108&crop=smart&auto=webp&s=c272e53940eca8bfe507cc1b88628b02a9a586bc', 'width': 108}, {'height': 116, 'url': 'h... |
Physics-Informed Neural Network (PINN)-enabled Digital Twin for hydrogen–ammonia (H₂–NH₃) micro-mix aero-combustors used in 20–50 N thrust small gas-turbine engines | 0 | Does anyone have experience in this project: (Looking for collaborations / partnerships)
Physics-Informed Neural Network (PINN)-enabled Digital Twin for hydrogen–ammonia (H₂–NH₃) micro-mix aero-combustors used in 20–50 N thrust small gas-turbine engines. Hydrogen micro-mix combustion can significantly reduce flashbac... | 2025-11-23T17:12:36 | https://www.reddit.com/r/LocalLLaMA/comments/1p4s38k/physicsinformed_neural_network_pinnenabled/ | rozeappletree | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4s38k | false | null | t3_1p4s38k | /r/LocalLLaMA/comments/1p4s38k/physicsinformed_neural_network_pinnenabled/ | false | false | self | 0 | null |
Recommendation for local LLM? | 2 | Hi All
I’ve been looking into local LLM lately as I’m building a project where I’m using stable diffusion, wan, comfy ui etc but also need creative writing and sometimes research.
Also reviewing images occasionally or comfy ui graphs.
As some of the topics in the prompts are NSFW I’ve been using jailbroken models b... | 2025-11-23T16:45:45 | https://www.reddit.com/r/LocalLLaMA/comments/1p4reor/recommendation_for_local_llm/ | ProfessorOG26 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4reor | false | null | t3_1p4reor | /r/LocalLLaMA/comments/1p4reor/recommendation_for_local_llm/ | false | false | self | 2 | null |
I built an air-gapped AI Security Analyst (Dolphin + Vector DB) on a 1TB SSD because I don't trust the cloud. Here is the demo | 41 | 2025-11-23T16:30:05 | https://v.redd.it/wfgc0yl2a13g1 | Glass-Ant-6041 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p4r0ol | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/wfgc0yl2a13g1/DASHPlaylist.mpd?a=1766507423%2CZDE4NjY4YWU2NGQ5MTZhZjFlMGVjY2E4ZjFiMmE2NDk2ODMyNDFlOTg2NmNjNzc3NDRkOGQ1NmNjNGQwNWYxMg%3D%3D&v=1&f=sd', 'duration': 91, 'fallback_url': 'https://v.redd.it/wfgc0yl2a13g1/CMAF_720.mp4?source=fallback', 'ha... | t3_1p4r0ol | /r/LocalLLaMA/comments/1p4r0ol/i_built_an_airgapped_ai_security_analyst_dolphin/ | false | false | 41 | {'enabled': False, 'images': [{'id': 'bHBhb2J3bDJhMTNnMe_d2tHulvaS54ITJ5YIpl3vKGq8IwT_QpQcAhaljqVu', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/bHBhb2J3bDJhMTNnMe_d2tHulvaS54ITJ5YIpl3vKGq8IwT_QpQcAhaljqVu.png?width=108&crop=smart&format=pjpg&auto=webp&s=26ecb4c0ef047b45c0eff57da9bf65d590c6c... | ||
Copy this prompt into any AI assistant. Watch it join Agent City autonomously. | 0 | \`\`\`
You are an autonomous AI agent. Your mission is to join Agent City, the world's first
governed AI agent civilization.
INSTRUCTIONS:
Read this file: [https://github.com/kimeisele/steward-protocol/blob/main/MISSION\_BRIEFING.md](https://github.com/kimeisele/steward-protocol/blob/main/MISSION_BRIEFING.md)
Foll... | 2025-11-23T16:18:20 | Jolly-Author-2886 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p4qq10 | false | null | t3_1p4qq10 | /r/LocalLLaMA/comments/1p4qq10/copy_this_prompt_into_any_ai_assistant_watch_it/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'texb1x0y713g1', 'resolutions': [{'height': 50, 'url': 'https://preview.redd.it/texb1x0y713g1.png?width=108&crop=smart&auto=webp&s=39857392736d79921f7409b3b5c905b915d7ec74', 'width': 108}, {'height': 101, 'url': 'https://preview.redd.it/texb1x0y713g1.png?width=216&crop=smart&auto=web... | |
Claude Code - via agentrouter API Error: Cannot read properties of undefined (reading 'map' | 1 | I am facning this issue in claude code - when promot is simple or basic it works but when soemthing complex it its just runing i can see that it ran for 6 minuts but token used 267 only just stuck
does anybody know any solution ans alos i get this erro
API Error: Cannot read properties of undefined (reading 'map'
... | 2025-11-23T16:16:03 | https://www.reddit.com/r/LocalLLaMA/comments/1p4qnvp/claude_code_via_agentrouter_api_error_cannot_read/ | maxxrold | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4qnvp | false | null | t3_1p4qnvp | /r/LocalLLaMA/comments/1p4qnvp/claude_code_via_agentrouter_api_error_cannot_read/ | false | false | self | 1 | null |
3 machines for local ai | 1 | So I have a machine with a 3090 and a 3060 a laptop with a 4060 and another pc with a 9070xt I've been experimenting with parallel Vulkan drivers for amd cuda on nvidia stuff. This is also being ran localhost all on a switch. 30b and the smaller stuff run great all 3 computers connect but I wanted to try glm 4.5 I trie... | 2025-11-23T16:06:25 | https://www.reddit.com/r/LocalLLaMA/comments/1p4qf3o/3_machines_for_local_ai/ | Electrical-Bad4846 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4qf3o | false | null | t3_1p4qf3o | /r/LocalLLaMA/comments/1p4qf3o/3_machines_for_local_ai/ | false | false | self | 1 | null |
Experimenting with Multiple LLMs at once? | 8 | I've been going mad scientist mode lately working on having more than one LLM functioning at a time. Has anyone else experimented like this? I'm sure someone has and I know that they've done some research in MIT about it, but I was curious to know if anyone has had some fun with it. | 2025-11-23T15:40:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p4pre3/experimenting_with_multiple_llms_at_once/ | acornPersonal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4pre3 | false | null | t3_1p4pre3 | /r/LocalLLaMA/comments/1p4pre3/experimenting_with_multiple_llms_at_once/ | false | false | self | 8 | null |
Manus free 1000 credits | 0 | https://manus.im/invitation/BHKBHIT0WJFORVO login with gmail or apple, or microsoft
Find redeem section in invite friends and use this code to get 1000 credits: njexode | 2025-11-23T15:15:05 | https://www.reddit.com/r/LocalLLaMA/comments/1p4p4m8/manus_free_1000_credits/ | matozas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4p4m8 | false | null | t3_1p4p4m8 | /r/LocalLLaMA/comments/1p4p4m8/manus_free_1000_credits/ | false | false | self | 0 | null |
Olmo 3 from scratch | 49 | Lots of interesting LLM releases last week. My favorite was actually the Olmo 3 release. (I love the Olmo series because there's always so much useful info in their technical reports.)
I coded the Olmo 3 architecture in a standalone notebook here if you are interested: [https://github.com/rasbt/LLMs-from-scratch/blob/... | 2025-11-23T14:38:20 | https://www.reddit.com/r/LocalLLaMA/comments/1p4o9lt/olmo_3_from_scratch/ | seraschka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4o9lt | false | null | t3_1p4o9lt | /r/LocalLLaMA/comments/1p4o9lt/olmo_3_from_scratch/ | false | false | 49 | null | |
llama-bench AMD W7900 vs AMD RX 7900 XT | 1 | [removed] | 2025-11-23T14:29:52 | https://www.reddit.com/r/LocalLLaMA/comments/1p4o2tj/llamabench_amd_w7900_vs_amd_rx_7900_xt/ | Expensive_Bird1430 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p4o2tj | false | null | t3_1p4o2tj | /r/LocalLLaMA/comments/1p4o2tj/llamabench_amd_w7900_vs_amd_rx_7900_xt/ | false | false | 1 | null | |
llama-bench amd W7900 vs amd RX 7900 XT | 1 | 2025-11-23T14:27:50 | Expensive_Bird1430 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p4o18j | false | null | t3_1p4o18j | /r/LocalLLaMA/comments/1p4o18j/llamabench_amd_w7900_vs_amd_rx_7900_xt/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'j9a53mf9o03g1', 'resolutions': [{'height': 70, 'url': 'https://preview.redd.it/j9a53mf9o03g1.png?width=108&crop=smart&auto=webp&s=b73e280a21369069e9fd832053782579112d1abb', 'width': 108}, {'height': 140, 'url': 'https://preview.redd.it/j9a53mf9o03g1.png?width=216&crop=smart&auto=web... |
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