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Egocentric-10K is the largest egocentric dataset. It is the first dataset collected exclusively in real factories (Build AI - 10,000 hours - 2,153 factory workers - 1,080,000,000 frame) | 414 | Hugging Face, (apache 2.0): [https://huggingface.co/datasets/builddotai/Egocentric-10K](https://huggingface.co/datasets/builddotai/Egocentric-10K)
Eddy Xu on 𝕏: [https://x.com/eddybuild/status/1987951619804414416](https://x.com/eddybuild/status/1987951619804414416)
| 2025-11-11T14:34:43 | https://v.redd.it/nlsslzuj0n0g1 | Nunki08 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ouazho | false | {'reddit_video': {'bitrate_kbps': 450, 'dash_url': 'https://v.redd.it/nlsslzuj0n0g1/DASHPlaylist.mpd?a=1765463696%2CMzc0OTIyOGNlODY5ZjYzYzE0NTUyYWQ4NDQ3YjRiMWU0M2FjZDcyOWI5YjhiNmJiYWI5YjMxZTQwMjhlMTExZQ%3D%3D&v=1&f=sd', 'duration': 60, 'fallback_url': 'https://v.redd.it/nlsslzuj0n0g1/CMAF_270.mp4?source=fallback', 'has... | t3_1ouazho | /r/LocalLLaMA/comments/1ouazho/egocentric10k_is_the_largest_egocentric_dataset/ | false | false | 414 | {'enabled': False, 'images': [{'id': 'Z2ZjbDkzdmowbjBnMUB18FDMNIKrOWZMaI6GCxWf_t_2BvSabc90NvjIF-MD', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Z2ZjbDkzdmowbjBnMUB18FDMNIKrOWZMaI6GCxWf_t_2BvSabc90NvjIF-MD.png?width=108&crop=smart&format=pjpg&auto=webp&s=de7a7984ccba51a12dae6c8ffb340f9b30779... | |
The multi-tenant inference cloud is coming. Who's actually solving GPU isolation? | 0 | Nebius's CBO just called the multi-tenant inference cloud a core focus after their very strong Q3 earnings.
But everyone's avoiding the hard part: GPU isolation.
How do you run multiple models/customers on one GPU without:
· Noisy neighbors ruining latency?
· Terrible utilization from over-provisioning?
· Slow, ex... | 2025-11-11T14:25:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ouarc6/the_multitenant_inference_cloud_is_coming_whos/ | pmv143 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ouarc6 | false | null | t3_1ouarc6 | /r/LocalLLaMA/comments/1ouarc6/the_multitenant_inference_cloud_is_coming_whos/ | false | false | self | 0 | null |
Suggestions for Newbie with i7-7800X × 12 / 64 GB RAM / GTX 1060 6GB | 1 | Hello friendos,
I'm new to local LLMs, i've been reading and lurking for a while, and after experimenting with an Orange Pi 5 setup for a bit, I've now gone dumpster diving and invested into some better hardware to run LLMs locally. For my background: I'm a systems engineer, specialized in networking, just recently s... | 2025-11-11T14:25:10 | https://www.reddit.com/r/LocalLLaMA/comments/1ouar14/suggestions_for_newbie_with_i77800x_12_64_gb_ram/ | ConstantinGB | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ouar14 | false | null | t3_1ouar14 | /r/LocalLLaMA/comments/1ouar14/suggestions_for_newbie_with_i77800x_12_64_gb_ram/ | false | false | self | 1 | null |
Vibevoice 7B, ComfyUI and a 12GB nVidia 3060 - why do I keep hitting a ram limit, even when offloading to the PC's main RAM ? | 1 | Title says most of it, but just to add that I'm using a quantized 8bit model (DevParker from Hugging Face) set to 4bit (8bit is too memory intensive so in ComfyUI's Single Speaker node I set the quantize_lim to 4bit). But even with a short paragraph of text it intermittently crashes due to running out of memory.
Not s... | 2025-11-11T14:19:06 | https://www.reddit.com/r/LocalLLaMA/comments/1oualtf/vibevoice_7b_comfyui_and_a_12gb_nvidia_3060_why/ | Twigling | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oualtf | false | null | t3_1oualtf | /r/LocalLLaMA/comments/1oualtf/vibevoice_7b_comfyui_and_a_12gb_nvidia_3060_why/ | false | false | self | 1 | null |
What's your biggest AI safety challenge? Survey on evals, guardrails, and real deployment decisions? | 1 | Quick question for the community: when you're running models locally or deploying them, what's your #1 safety concern?
We ran a poll with AI safety practitioners and got some interesting results:
* 41% said reliable benchmarks/evals
* 41% said building effective guardrails
* Only 12% said regulatory compliance
* Only... | 2025-11-11T14:09:35 | https://www.reddit.com/r/LocalLLaMA/comments/1ouae58/whats_your_biggest_ai_safety_challenge_survey_on/ | AI_Alliance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ouae58 | false | null | t3_1ouae58 | /r/LocalLLaMA/comments/1ouae58/whats_your_biggest_ai_safety_challenge_survey_on/ | false | false | 1 | null | |
Weird output from qwen3-vl | 1 | Im Running qwen3-vl-30b-a3b-instruct with the Unsloth quant in q5 on llama.cpp and I’m getting really weird output that’s not the only model I tried and I got weird output I also tried qwen3-vl-32b-instruct and thinking I tried quants like q5 q2 q4 and tried quants from qwen and unsloth I even tried different llama.cp... | 2025-11-11T13:58:52 | Pleasant-Key3390 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oua512 | false | null | t3_1oua512 | /r/LocalLLaMA/comments/1oua512/weird_output_from_qwen3vl/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'i8oh2r97wm0g1', 'resolutions': [{'height': 52, 'url': 'https://preview.redd.it/i8oh2r97wm0g1.jpeg?width=108&crop=smart&auto=webp&s=9f8a72bf07393b0ba0eeaf0a5cb37c3a42bdfc7b', 'width': 108}, {'height': 105, 'url': 'https://preview.redd.it/i8oh2r97wm0g1.jpeg?width=216&crop=smart&auto=w... | |
What could bring down the prices of GPUs? OR How could I use more models with low system config? | 0 | Well, 1st half of title is just to get attention.
1. Bring **more Optimizations** on libraries/Frameworks/Tools/Apps(Ex: llama.cpp, vllm, etc.,) to get highest t/s. (Well, they did, doing & there'll be more, time to time.)
2. Improve **CPU Only performances** (Ex: ik\_llama.cpp, etc.,) to get highest t/s
3. **More MOE... | 2025-11-11T13:55:07 | https://www.reddit.com/r/LocalLLaMA/comments/1oua1yg/what_could_bring_down_the_prices_of_gpus_or_how/ | pmttyji | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oua1yg | false | null | t3_1oua1yg | /r/LocalLLaMA/comments/1oua1yg/what_could_bring_down_the_prices_of_gpus_or_how/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'FP-suYB09301VzmLZhKMPDg_Phlx4-Hl2Cm-qmpQxGk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/FP-suYB09301VzmLZhKMPDg_Phlx4-Hl2Cm-qmpQxGk.png?width=108&crop=smart&auto=webp&s=2dd017956fe88d080b3508bdc7645eae3aaa0429', 'width': 108}, {'height': 116, 'url': 'h... |
Best Opensource OCR Models Support Arabic + English | 6 | I am trying to find a good open source OCR solution that works well with Arabic and English.Most of my documents are receipts, contracts, and invoices
If anyone has experience with Arabic OCR. could you pls let me know which model you have tried?
Thanks in advance | 2025-11-11T13:11:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ou92ga/best_opensource_ocr_models_support_arabic_english/ | Ai_Peep | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou92ga | false | null | t3_1ou92ga | /r/LocalLLaMA/comments/1ou92ga/best_opensource_ocr_models_support_arabic_english/ | false | false | self | 6 | null |
Why is no company making a black box I can buy with a good gpu that you just keep turned on at home and runs models for a chatgpt-like app? | 0 | It would be a no-brainer. I would buy one and I would tell anyone I know to buy one. Make two or three models. A base one, a medium one and a pro one. Put its endpoint and api key generation in the app so developers can access it directly.
Make it stupidly simple, like a freaking wifi router. An on and off button. I... | 2025-11-11T13:00:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ou8tii/why_is_no_company_making_a_black_box_i_can_buy/ | matteoianni | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou8tii | false | null | t3_1ou8tii | /r/LocalLLaMA/comments/1ou8tii/why_is_no_company_making_a_black_box_i_can_buy/ | false | false | self | 0 | null |
Kimi K2 Thinking is a Better Agentic AI than I thought | 44 | https://reddit.com/link/1ou8t7z/video/9dtnlbhhlm0g1/player
just ran a quick eval on a deep agent built for customer support. It‘s on par with GPT-5 in agentic capabilities.
It's a bigger deal than I thought! | 2025-11-11T13:00:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ou8t7z/kimi_k2_thinking_is_a_better_agentic_ai_than_i/ | InternationalAsk1490 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou8t7z | false | null | t3_1ou8t7z | /r/LocalLLaMA/comments/1ou8t7z/kimi_k2_thinking_is_a_better_agentic_ai_than_i/ | false | false | self | 44 | null |
You will need to go to an offline physical location to use (some) future ASI-level models | 0 | The risk of other countries or companies distilling your model will likely be too great to host something like this on the internet.
And this isn't as big of a deal when we have a model like gpt-5, but it is a different story altogether if we fast forward 10+ years out and consider the capabilities of those models.
T... | 2025-11-11T12:56:47 | https://www.reddit.com/r/LocalLLaMA/comments/1ou8qks/you_will_need_to_go_to_an_offline_physical/ | cobalt1137 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou8qks | false | null | t3_1ou8qks | /r/LocalLLaMA/comments/1ou8qks/you_will_need_to_go_to_an_offline_physical/ | false | false | self | 0 | null |
Why is MiniMax M2 a Full Attention model? | 16 | The CEO of MiniMax addresses frequent community questions about why MiniMax M2 sticks with Full Attention instead of adopting more efficient alternatives like Linear or Sparse Attention. After many repeated private explanations, they decided to publicly share the reasoning and lessons behind this decision.
# Theory vs... | 2025-11-11T12:36:28 | https://www.reddit.com/r/LocalLLaMA/comments/1ou8b89/why_is_minimax_m2_a_full_attention_model/ | InternationalAsk1490 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou8b89 | false | null | t3_1ou8b89 | /r/LocalLLaMA/comments/1ou8b89/why_is_minimax_m2_a_full_attention_model/ | false | false | self | 16 | null |
Pls tell me I shouldn't spend $3k on 5090 32gb vram desktop PC nor Strix Halo 128Gb | 0 | I want to run local LLMs that are good for frequent coding tasks but I also want a powerful gaming machine.. but both of these are good to haves.. help!! | 2025-11-11T11:56:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ou7juw/pls_tell_me_i_shouldnt_spend_3k_on_5090_32gb_vram/ | IntroductionSouth513 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou7juw | false | null | t3_1ou7juw | /r/LocalLLaMA/comments/1ou7juw/pls_tell_me_i_shouldnt_spend_3k_on_5090_32gb_vram/ | false | false | self | 0 | null |
Kani TTS Vie — Fast & Natural Vietnamese Text-to-Speech 😻 | 13 | https://reddit.com/link/1ou787r/video/ri61g9qx6m0g1/player
We just finished fine-tuning Kani TTS Vie, a high-quality Vietnamese Text-to-Speech model based on Kani-370M.
This release focuses on speed, clarity, and natural prosody — aiming to be one of the fastest and most expressive Vietnamese TTS models available rig... | 2025-11-11T11:38:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ou787r/kani_tts_vie_fast_natural_vietnamese_texttospeech/ | DrCrab97 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou787r | false | null | t3_1ou787r | /r/LocalLLaMA/comments/1ou787r/kani_tts_vie_fast_natural_vietnamese_texttospeech/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'n6cwpUf5ye-oo9T-ubvOmKJ1rcHOcczkg6rjd9sasNs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/n6cwpUf5ye-oo9T-ubvOmKJ1rcHOcczkg6rjd9sasNs.png?width=108&crop=smart&auto=webp&s=75624c8f6111e2e8c6a1e9a869cf98938cd9b5a4', 'width': 108}, {'height': 116, 'url': 'h... |
Is a 5090 good enough for my use case or should I wait a bit? | 2 | I want to run a local llm for classification / extraction as a one shot from a selection of given inputs something like given these 10 input parameters which may have a token length between say 10 and however many tokens a string of words around 100-300 words is as one token is a description which can vary in length th... | 2025-11-11T10:48:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ou6dgt/is_a_5090_good_enough_for_my_use_case_or_should_i/ | tradegreek | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou6dgt | false | null | t3_1ou6dgt | /r/LocalLLaMA/comments/1ou6dgt/is_a_5090_good_enough_for_my_use_case_or_should_i/ | false | false | self | 2 | null |
Benchmarked Llama 3.3 70B vs Mixtral vs Gemma on real tasks. Sharing numbers + OpenAI-compatible endpoint. | 1 | Been experimenting with vLLM + autoscaling, and collected some quick benchmarks comparing:
* Llama 3.3 70B
* Llama 3.1 8B
* Mixtral 8x7B
* Gemma 2 9B
**Tasks tested:**
* Code generation
* Chain-of-thought reasoning
* Summaries
* Multilingual Q&A
**Early results:**
* Llama 3.3 70B wins on reasoning + coding accurac... | 2025-11-11T10:12:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ou5s4x/benchmarked_llama_33_70b_vs_mixtral_vs_gemma_on/ | Confident_Winner_579 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou5s4x | false | null | t3_1ou5s4x | /r/LocalLLaMA/comments/1ou5s4x/benchmarked_llama_33_70b_vs_mixtral_vs_gemma_on/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'aWYLp_gB7ZRW-X-qgU1SE95H3FmxNneaaRSDNgdTvZ0', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/aWYLp_gB7ZRW-X-qgU1SE95H3FmxNneaaRSDNgdTvZ0.png?width=108&crop=smart&auto=webp&s=3d755bd25a184c20fba879d5c99013ded677806e', 'width': 108}], 'source': {'height': 17... |
LM Studio Qwen says: !#!#!#!#!#!# | 0 | I have started to use lm studio since ollama is becoming an accoun-focused experience. GPT-oss 20b works fine but with Qwen3-vl-30b it always answers: !#!#!#!#!#!#!#!#!#!#!#!#!#! no matter the input.
Why could that be? | 2025-11-11T09:18:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ou4xq8/lm_studio_qwen_says/ | _camera_up | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou4xq8 | false | null | t3_1ou4xq8 | /r/LocalLLaMA/comments/1ou4xq8/lm_studio_qwen_says/ | false | false | self | 0 | null |
Building LLM inference from scratch - clean, minimal and (sort of) fast | 27 | I wrote my own LLM inference script for gpt-2 models from scratch following first principles with the motto of **learning by building**. I built it incrementally starting from a very naive greedy decoding-based inference all the way to latency optimized (kv-cache/speculative decoding) inference using pytorch.
My imple... | 2025-11-11T09:12:29 | garg-aayush | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ou4ubn | false | null | t3_1ou4ubn | /r/LocalLLaMA/comments/1ou4ubn/building_llm_inference_from_scratch_clean_minimal/ | false | false | 27 | {'enabled': True, 'images': [{'id': 'xLwlEQVA3cJAjRmF5_porCGWg3YJdUZFwVgGYokA7MI', 'resolutions': [{'height': 73, 'url': 'https://preview.redd.it/sozysc8wgl0g1.png?width=108&crop=smart&auto=webp&s=87af32da69a244a5f54499bdc722c91f923e3261', 'width': 108}, {'height': 147, 'url': 'https://preview.redd.it/sozysc8wgl0g1.png... | ||
Building LLM inference from scratch - clean, minimal, and (sort of) fast | 1 | I wrote my own LLM inference script for gpt-2 models from scratch following first principles with the motto of **learning by building**. I built it incrementally starting from a very naive greedy decoding-based inference all the way to latency optimized (kv-cache/speculative decoding) inference using pytorch.
My imple... | 2025-11-11T09:07:34 | https://www.reddit.com/r/LocalLLaMA/comments/1ou4ro4/building_llm_inference_from_scratch_clean_minimal/ | garg-aayush | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou4ro4 | false | null | t3_1ou4ro4 | /r/LocalLLaMA/comments/1ou4ro4/building_llm_inference_from_scratch_clean_minimal/ | false | false | self | 1 | null |
RAG Paper 25.11.11 | 25 | 1. [Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training](http://arxiv.org/abs/2511.07328v1)
2. [AgenticSciML: Collaborative Multi-Agent Systems for Emergent Discovery in Scientific Machine Learning](http://arxiv.org/abs/2511.07262v1)
3. [Oh That Looks Familiar: A Novel Similarity Measure for Sp... | 2025-11-11T09:06:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ou4qvh/rag_paper_251111/ | Cheryl_Apple | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou4qvh | false | null | t3_1ou4qvh | /r/LocalLLaMA/comments/1ou4qvh/rag_paper_251111/ | false | false | self | 25 | null |
My local AI setup now rivals the cloud. This HY100 actually delivers. | 1 | [removed] | 2025-11-11T09:05:51 | https://www.reddit.com/r/LocalLLaMA/comments/1ou4qn9/my_local_ai_setup_now_rivals_the_cloud_this_hy100/ | LogicBomb139 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou4qn9 | false | null | t3_1ou4qn9 | /r/LocalLLaMA/comments/1ou4qn9/my_local_ai_setup_now_rivals_the_cloud_this_hy100/ | false | false | 1 | null | |
Docker, Conda vs Venv. | 3 | Hello.
I need a little help, advice.
I want to use different Aİ tools, integrate them, test, etc. for example, OpenWebUI, then different TTS models, ChromaDB. It is more like a Mini Aİ lab on my main PC.
I don't know how to chose correct env. I tried most of them. As I understand Venv is not recommended as it is onl... | 2025-11-11T07:28:16 | https://www.reddit.com/r/LocalLLaMA/comments/1ou386l/docker_conda_vs_venv/ | NervousAlien55 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou386l | false | null | t3_1ou386l | /r/LocalLLaMA/comments/1ou386l/docker_conda_vs_venv/ | false | false | self | 3 | null |
Any alternative to runpod serverless | 6 | Hey Guys,
I am using runpod serverless to host my comfyui workflows as serverless endpoint where it charges me when the model is being inferenced. But recently I am seeing lots of issues on hardware side, sometimes it assign worker which has wrong cuda driver installed, sometimes there is no gpu available which made t... | 2025-11-11T06:58:51 | https://www.reddit.com/r/LocalLLaMA/comments/1ou2rjx/any_alternative_to_runpod_serverless/ | SearchTricky7875 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou2rjx | true | null | t3_1ou2rjx | /r/LocalLLaMA/comments/1ou2rjx/any_alternative_to_runpod_serverless/ | false | false | self | 6 | null |
How to check my usage or token limit on coding plan?? | 0 | I subscribe coding plan of minimax m2. How can I possibly know how many I'm using? on site, I can not find it. | 2025-11-11T06:19:08 | https://www.reddit.com/r/LocalLLaMA/comments/1ou24bt/how_to_check_my_usage_or_token_limit_on_coding/ | ChemicalSinger9492 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou24bt | false | null | t3_1ou24bt | /r/LocalLLaMA/comments/1ou24bt/how_to_check_my_usage_or_token_limit_on_coding/ | false | false | self | 0 | null |
Major open-source wins this year | 16 | 2025-11-11T05:57:16 | iwanttobeelonmusk | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ou1qs4 | false | null | t3_1ou1qs4 | /r/LocalLLaMA/comments/1ou1qs4/major_opensource_wins_this_year/ | false | false | default | 16 | {'enabled': True, 'images': [{'id': 'g3wc1fw9ik0g1', 'resolutions': [{'height': 54, 'url': 'https://preview.redd.it/g3wc1fw9ik0g1.jpeg?width=108&crop=smart&auto=webp&s=802156e1b3c7c9d5c2a77d0e3d6201a0e5f52a45', 'width': 108}, {'height': 108, 'url': 'https://preview.redd.it/g3wc1fw9ik0g1.jpeg?width=216&crop=smart&auto=w... | ||
Seems like the new K2 benchmarks are not too representative of real-world performance | 537 | 2025-11-11T05:45:03 | cobalt1137 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ou1j3e | false | null | t3_1ou1j3e | /r/LocalLLaMA/comments/1ou1j3e/seems_like_the_new_k2_benchmarks_are_not_too/ | false | false | default | 537 | {'enabled': True, 'images': [{'id': 'awzjyvo3gk0g1', 'resolutions': [{'height': 41, 'url': 'https://preview.redd.it/awzjyvo3gk0g1.png?width=108&crop=smart&auto=webp&s=843852c17a2f782dca926e7f342390729a3c98f2', 'width': 108}, {'height': 83, 'url': 'https://preview.redd.it/awzjyvo3gk0g1.png?width=216&crop=smart&auto=webp... | ||
We put a lot of work into a 1.5B reasoning model — now it beats bigger ones on math & coding benchmarks | 599 | 1. It achieves state-of-the-art performance among small (<4B) models, both in competitive math and competitive coding tasks. Even **surpass the DeepSeek R1 0120 in competitive math benchmarks**.
2. We put a lot of care into making sure the **training data is fully decontaminated** — every stage (SFT and RL) went t... | 2025-11-11T05:37:41 | innocent2powerful | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ou1emx | false | null | t3_1ou1emx | /r/LocalLLaMA/comments/1ou1emx/we_put_a_lot_of_work_into_a_15b_reasoning_model/ | false | false | 599 | {'enabled': True, 'images': [{'id': 'V9xWhpZQWpzVWka039rcMZmQ2xAdO3YH4OGk0wAYd0c', 'resolutions': [{'height': 58, 'url': 'https://preview.redd.it/fnpk5t7kbk0g1.png?width=108&crop=smart&auto=webp&s=74efa47bdc233b70e38226852fe123424e63043c', 'width': 108}, {'height': 117, 'url': 'https://preview.redd.it/fnpk5t7kbk0g1.png... | ||
API models with oobabooga webui? | 1 | Is it possible to use something like open router to use one of the huge models like deepseek/Kimi in oobabooga for all the control that comes with oobabooga like changing the models response to push past refusals? | 2025-11-11T05:32:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ou1be1/api_models_with_oobabooga_webui/ | Shadow-Amulet-Ambush | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou1be1 | false | null | t3_1ou1be1 | /r/LocalLLaMA/comments/1ou1be1/api_models_with_oobabooga_webui/ | false | false | self | 1 | null |
MiniMax M2 can't handle pdf? | 1 | I use a PDF of a book to test models, and get an idea how they perform at high (127K) context. I am primarily running GLM Air, which works great.
When I upload it via Cherry Studio with MiniMax M2 awq, it says it's garbled or badly OCR'd and can't tell what it is about. If I use Librechat, I just get a 400 error and... | 2025-11-11T05:30:57 | https://www.reddit.com/r/LocalLLaMA/comments/1ou1aji/minimax_m2_cant_handle_pdf/ | MidnightProgrammer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou1aji | false | null | t3_1ou1aji | /r/LocalLLaMA/comments/1ou1aji/minimax_m2_cant_handle_pdf/ | false | false | self | 1 | null |
Fine-Tuning SLMs and Running Them Securely in Your Web Browser | 6 | 2025-11-11T05:30:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ou1a2x/finetuning_slms_and_running_them_securely_in_your/ | Key_Education_2557 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ou1a2x | false | null | t3_1ou1a2x | /r/LocalLLaMA/comments/1ou1a2x/finetuning_slms_and_running_them_securely_in_your/ | false | false | 6 | null | ||
baidu/ERNIE-4.5-VL-28B-A3B-Thinking released. Curious case.. | 130 | It seems Baidu has released the "thinking" variant if their vl model silently. The earlier model was supposedly hybrid, supporting both "thinking" and "non-thinking". The model card says that they have introduced something called "thinking with images" without explaining what it is. They have one put a small hardly vis... | 2025-11-11T05:21:46 | https://huggingface.co/baidu/ERNIE-4.5-VL-28B-A3B-Thinking | PaceZealousideal6091 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ou14ry | false | null | t3_1ou14ry | /r/LocalLLaMA/comments/1ou14ry/baiduernie45vl28ba3bthinking_released_curious_case/ | false | false | 130 | {'enabled': False, 'images': [{'id': '81GI5f2SH41ji6Aiuro1sKkxz-x19lfHg7ZgCRL6MOI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/81GI5f2SH41ji6Aiuro1sKkxz-x19lfHg7ZgCRL6MOI.png?width=108&crop=smart&auto=webp&s=99762424b1d5b97fc979f876107def351a561dc7', 'width': 108}, {'height': 116, 'url': 'h... | |
What are some startup ideas that cannot be done without AI? | 0 | Hey everyone — curious to get your thoughts.
There are tons of “AI-powered” startups out there, but most of them could probably still function (just less efficiently) without AI. I’m wondering about the opposite: ideas that *fundamentally rely* on AI — where the core value or product literally wouldn’t exist without i... | 2025-11-11T04:06:07 | https://www.reddit.com/r/LocalLLaMA/comments/1otzp3w/what_are_some_startup_ideas_that_cannot_be_done/ | StunningAct6856 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otzp3w | false | null | t3_1otzp3w | /r/LocalLLaMA/comments/1otzp3w/what_are_some_startup_ideas_that_cannot_be_done/ | false | false | self | 0 | null |
Anyone else struggling with their AI agents ‘forgetting’ stuff? | 0 | Quick favor - I’m chatting with AI builders for a short 15-min convo to learn how you’re handling memory/context in your agents.
If your models ever “forget” stuff or lose track of conversations, I’d love to hear what you’ve tried and what’s missing.
I’m doing a small research sprint on this topic - happy to share ba... | 2025-11-11T03:35:14 | https://www.reddit.com/r/LocalLLaMA/comments/1otz2pe/anyone_else_struggling_with_their_ai_agents/ | Own_Season_283 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otz2pe | false | null | t3_1otz2pe | /r/LocalLLaMA/comments/1otz2pe/anyone_else_struggling_with_their_ai_agents/ | false | false | self | 0 | null |
Realtime video analysis with Moondream | 29 | Live demo (no login required): [https://moondream.ai/solutions/analyze-live-video](https://moondream.ai/solutions/analyze-live-video)
Code: [https://github.com/m87-labs/Analyze-Live-Video-Solution](https://github.com/m87-labs/Analyze-Live-Video-Solution) | 2025-11-11T02:50:19 | https://v.redd.it/norsa3dpkj0g1 | radiiquark | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oty5a9 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/norsa3dpkj0g1/DASHPlaylist.mpd?a=1765421453%2CZDUwMzk2NTE1ZTI0YmM3MWIyYWU2NjcwNDEzNmFhZDM2MWYxYzA0N2M2M2MzMmRiOWViZWViYWVhOTQ5MDQ2MA%3D%3D&v=1&f=sd', 'duration': 26, 'fallback_url': 'https://v.redd.it/norsa3dpkj0g1/CMAF_720.mp4?source=fallback', 'ha... | t3_1oty5a9 | /r/LocalLLaMA/comments/1oty5a9/realtime_video_analysis_with_moondream/ | false | false | 29 | {'enabled': False, 'images': [{'id': 'ZGZqb20yZHBrajBnMRQH5Ip-LXWUY-NVe752F9-1VFqZvu8plOUVm68qhzC0', 'resolutions': [{'height': 62, 'url': 'https://external-preview.redd.it/ZGZqb20yZHBrajBnMRQH5Ip-LXWUY-NVe752F9-1VFqZvu8plOUVm68qhzC0.png?width=108&crop=smart&format=pjpg&auto=webp&s=f195f47175281248f108e9034686ee71960e2... | |
Advice on a Quad 4090 PC build | 3 | Hey all,
I’m currently building a high performing PC that will finish off with four 4090 (starting with a single gpu then building to four) for fine tuning and inference for LLMs. This is my first build( I know going big for my first) and just needed some general advice. I understand that this will be an expensive bu... | 2025-11-11T02:39:21 | https://www.reddit.com/r/LocalLLaMA/comments/1otxwph/advice_on_a_quad_4090_pc_build/ | Pencil__Sharpener | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otxwph | false | null | t3_1otxwph | /r/LocalLLaMA/comments/1otxwph/advice_on_a_quad_4090_pc_build/ | false | false | self | 3 | null |
Our sub got a shout-out from the Corridor Crew | 191 | From their recent video [AI Experts Debunk The Latest SLOP](https://youtu.be/6hI9T4jnrSI?si=h7An0736C93hs7YO) | 2025-11-11T02:33:11 | https://v.redd.it/10yfbe8vhj0g1 | onil_gova | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1otxs37 | false | {'reddit_video': {'bitrate_kbps': 1200, 'dash_url': 'https://v.redd.it/10yfbe8vhj0g1/DASHPlaylist.mpd?a=1765420406%2CNmJlZTZkY2M3NzQyNjJhMWU2MTU3M2Q3NGU3YTgzMDY4MDU1N2NlNWZiODIzNjAzZWUyNTU1ZGY2MTIxNzI2Zg%3D%3D&v=1&f=sd', 'duration': 35, 'fallback_url': 'https://v.redd.it/10yfbe8vhj0g1/CMAF_480.mp4?source=fallback', 'ha... | t3_1otxs37 | /r/LocalLLaMA/comments/1otxs37/our_sub_got_a_shoutout_from_the_corridor_crew/ | false | false | 191 | {'enabled': False, 'images': [{'id': 'MG5qbWE3OXZoajBnMfJFc8SM8imSZJpbD6BkmsMZ2u1jbLaP-XMJEPc_yiXX', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/MG5qbWE3OXZoajBnMfJFc8SM8imSZJpbD6BkmsMZ2u1jbLaP-XMJEPc_yiXX.png?width=108&crop=smart&format=pjpg&auto=webp&s=a396139fbaea72a66710bfe9732bb975c27fc... | |
Is open-webui vibe coded? Why else is the documentation littered with emoji? | 62 | It's like every other 5 words: an emoji.
God damn, the future is bleak | 2025-11-11T02:03:13 | https://www.reddit.com/r/LocalLLaMA/comments/1otx50l/is_openwebui_vibe_coded_why_else_is_the/ | ksoops | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otx50l | false | null | t3_1otx50l | /r/LocalLLaMA/comments/1otx50l/is_openwebui_vibe_coded_why_else_is_the/ | false | false | self | 62 | null |
I built a runtime for Ai models to develop their own identity over time... And they remember, even when you swap out models. | 0 | I’ve been tinkering with this idea for a while, and somehow… it works.
It’s called the Persistent Mind Model (PMM). It’s not a wrapper. It’s not a chatbot.
It’s a *deterministic cognitive architecture* that runs on top of any LLM and turns it into a *recursive, identity-preserving system*.
Every message, every ... | 2025-11-11T01:43:28 | https://www.reddit.com/r/LocalLLaMA/comments/1otwpdt/i_built_a_runtime_for_ai_models_to_develop_their/ | Inevitable-Local-438 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otwpdt | false | null | t3_1otwpdt | /r/LocalLLaMA/comments/1otwpdt/i_built_a_runtime_for_ai_models_to_develop_their/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'qE1SV8bATCUgC60li3BZxwqxe0hHBv437M0QnNmB9ck', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/qE1SV8bATCUgC60li3BZxwqxe0hHBv437M0QnNmB9ck.png?width=108&crop=smart&auto=webp&s=ee52530d4102cc3c32b00b631202ab95c82734ee', 'width': 108}, {'height': 108, 'url': 'h... |
AI Black&Blonde for a 230% boost on inference speed | 19 | R9700 AI Pro had only 32 GB Vram ddr6 that limits its ability to run locally LLM at Q8 precision due to large overall model size.
Paired it with an RTX 5060 8GB vram ddr7 from my girlfriend's gaming PC and got a 230% boost. 4k context window partial offloading: the inference speed was 6.39 tps with AMD only vs. 14.81 ... | 2025-11-11T01:36:39 | https://www.reddit.com/gallery/1otwk39 | OldEffective9726 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1otwk39 | false | null | t3_1otwk39 | /r/LocalLLaMA/comments/1otwk39/ai_blackblonde_for_a_230_boost_on_inference_speed/ | false | false | 19 | null | |
Full Replication of Google's Nested Learning Paper in PyTorch – code now live | 86 | Some of you may have seen Google Research’s [**Nested Learning paper**](https://research.google/blog/introducing-nested-learning-a-new-ml-paradigm-for-continual-learning/). They introduced HOPE, a self-modifying TITAN variant with a Continuum Memory System (multi-frequency FFN chain) + deep optimizer stack. They publis... | 2025-11-11T01:29:37 | https://www.reddit.com/r/LocalLLaMA/comments/1otwek3/full_replication_of_googles_nested_learning_paper/ | complains_constantly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otwek3 | false | null | t3_1otwek3 | /r/LocalLLaMA/comments/1otwek3/full_replication_of_googles_nested_learning_paper/ | false | false | self | 86 | {'enabled': False, 'images': [{'id': 'Xfy8b5oz8xAgNpbj0L9Mmjzxactj5HdaKRFOmBPu0YE', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/Xfy8b5oz8xAgNpbj0L9Mmjzxactj5HdaKRFOmBPu0YE.jpeg?width=108&crop=smart&auto=webp&s=e85522ec0f6b9c59a8434a90d2ecebe8c2d71652', 'width': 108}, {'height': 113, 'url': '... |
[Update] mlx-knife 2.0 stable — MLX model manager for Apple Silicon | 8 | Posted here in August, now hitting 2.0 stable.
**What it does:** CLI for managing HuggingFace MLX models on Mac. Like ollama but for MLX.
**What's new in 2.0:**
- JSON API for automation (--json on all commands)
- Runtime compatibility checks (catches broken models upfront)
- Proper exit codes for scripting
- ... | 2025-11-11T01:28:32 | https://www.reddit.com/r/LocalLLaMA/comments/1otwdq0/update_mlxknife_20_stable_mlx_model_manager_for/ | broke_team | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otwdq0 | false | null | t3_1otwdq0 | /r/LocalLLaMA/comments/1otwdq0/update_mlxknife_20_stable_mlx_model_manager_for/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': 'JXasezTts88wRvQ5OsGPBfdfWz4fJ_8T_GshApHPTB0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/JXasezTts88wRvQ5OsGPBfdfWz4fJ_8T_GshApHPTB0.png?width=108&crop=smart&auto=webp&s=f018cf2a43099203cac01ce1f6d5ec64418de0b9', 'width': 108}, {'height': 108, 'url': 'h... |
Hello I’m planning to open-source my Sesame alternative. It’s kinda rough, but not too bad! | 24 | https://reddit.com/link/1otwcg0/video/bzrf0ety5j0g1/player
Hey guys,
I wanted to share a project I’ve been working on. I’m a founder currently building a new product, but until last month I was making a conversational AI. After pivoting, I thought I should share my codes.
The project is a voice AI that can ha... | 2025-11-11T01:26:50 | https://www.reddit.com/r/LocalLLaMA/comments/1otwcg0/hello_im_planning_to_opensource_my_sesame/ | Danny-1257 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otwcg0 | false | null | t3_1otwcg0 | /r/LocalLLaMA/comments/1otwcg0/hello_im_planning_to_opensource_my_sesame/ | false | false | self | 24 | {'enabled': False, 'images': [{'id': 'dNMvETR3TAgky9xFPLP6B7g5tW9HVTS23HKHMQaioOs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/dNMvETR3TAgky9xFPLP6B7g5tW9HVTS23HKHMQaioOs.png?width=108&crop=smart&auto=webp&s=365664375204e3302bae0945bbc216120cae8f1b', 'width': 108}, {'height': 108, 'url': 'h... |
Open WebUI: Why the Description Box for Web Links? | 0 | Why developers make these decisions and offer no setting to disable?
Every click of a link in a web search opens a totally useless and unnecessary description box that requires another click to close or dismiss.
Any other alternative with web search and RAG? Connecting to Ollama. | 2025-11-11T00:57:06 | https://www.reddit.com/r/LocalLLaMA/comments/1otvorb/open_webui_why_the_description_box_for_web_links/ | stockys7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otvorb | false | null | t3_1otvorb | /r/LocalLLaMA/comments/1otvorb/open_webui_why_the_description_box_for_web_links/ | false | false | self | 0 | null |
A startup Olares is attempting to launch a small 3.5L MiniPC dedicated to local AI, with RTX 5090 Mobile (24GB VRAM) and 96GB of DDR5 RAM for $3K | 314 | 2025-11-11T00:44:49 | https://www.techpowerup.com/342779/olares-to-launch-a-personal-ai-device-bringing-cloud-level-performance-home | FullOf_Bad_Ideas | techpowerup.com | 1970-01-01T00:00:00 | 0 | {} | 1otveug | false | null | t3_1otveug | /r/LocalLLaMA/comments/1otveug/a_startup_olares_is_attempting_to_launch_a_small/ | false | false | 314 | {'enabled': False, 'images': [{'id': 'j6x6Pm9GXcBDejuI8fZ_JaGjEF5FKmyowYdHbKM_k34', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/j6x6Pm9GXcBDejuI8fZ_JaGjEF5FKmyowYdHbKM_k34.jpeg?width=108&crop=smart&auto=webp&s=76f064dd39a94cea8da62eae91fd6f3e1cc79aed', 'width': 108}, {'height': 144, 'url': '... | ||
AnythingLLM MCP Bridge & Prompt Injector | 3 | # MCP Bridge & Prompt Injector (Danny)
[](https://github.com/danny094/mcp-docker-server-anythingllm#mcp-bridge--prompt-injector-danny)
Hello — I'm Danny, a solo developer, hobbyist dev, and security fanatic. This project provides a secure, Docker-friendly **bridge** for AnythingLLM, enabling the use of MCP (Model Con... | 2025-11-11T00:39:14 | https://www.reddit.com/r/LocalLLaMA/comments/1otvabi/anythingllm_mcp_bridge_prompt_injector/ | danny_094 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otvabi | false | null | t3_1otvabi | /r/LocalLLaMA/comments/1otvabi/anythingllm_mcp_bridge_prompt_injector/ | false | false | 3 | null | |
Hi reddit, I rebuilt Karpathy's Nanochat in pure Rust [nanochat-rs] | 44 | The repo is at: [https://github.com/AntigmaLabs/nanochat-rs](https://github.com/AntigmaLabs/nanochat-rs)
The goal to provide the community with a reference implementation in a different language and possibly a clean nice little hackable cognitive core that is easier to understand and deploy(without the python weak typ... | 2025-11-10T23:51:18 | https://www.reddit.com/r/LocalLLaMA/comments/1otu6ez/hi_reddit_i_rebuilt_karpathys_nanochat_in_pure/ | Exciting-Camera3226 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otu6ez | false | null | t3_1otu6ez | /r/LocalLLaMA/comments/1otu6ez/hi_reddit_i_rebuilt_karpathys_nanochat_in_pure/ | false | false | self | 44 | {'enabled': False, 'images': [{'id': 'u26klpKz6TUd0YURYIOA3g9MVzE79AQC2eBircTo56s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/u26klpKz6TUd0YURYIOA3g9MVzE79AQC2eBircTo56s.png?width=108&crop=smart&auto=webp&s=bb6cf1167c68a8cecde875dab4fcfb9cf6cc32e2', 'width': 108}, {'height': 108, 'url': 'h... |
The optimal setup for a startup to rent a server and execute a local model. | 0 | We are building a startup focused on creating an agent-based system that is highly intuitive and customizable for users. We are currently exploring how much it would cost to deploy an open-source model on a dedicated server, which we could then progressively train using feedback from our users to deliver an even better... | 2025-11-10T23:29:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ottnt6/the_optimal_setup_for_a_startup_to_rent_a_server/ | Ok-Impression-2464 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ottnt6 | false | null | t3_1ottnt6 | /r/LocalLLaMA/comments/1ottnt6/the_optimal_setup_for_a_startup_to_rent_a_server/ | false | false | self | 0 | null |
Meta drops new ASR models (up to 7B) | 61 | Meta just released a new kind of ASR models that are particularly useful to transcribe languages for which little training data is available.
Most interestingly, they seem to have implemented something like audio context, where you can provide some audio and the correct transcriptions and use that to improve ASR witho... | 2025-11-10T23:28:10 | https://www.reddit.com/r/LocalLLaMA/comments/1ottmjb/meta_drops_new_asr_models_up_to_7b/ | Mr_Moonsilver | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ottmjb | false | null | t3_1ottmjb | /r/LocalLLaMA/comments/1ottmjb/meta_drops_new_asr_models_up_to_7b/ | false | false | self | 61 | {'enabled': False, 'images': [{'id': 'lZfgFAiSN14AgTxkbv3aebS1SQAenWSG8mdWUHEPfRA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/lZfgFAiSN14AgTxkbv3aebS1SQAenWSG8mdWUHEPfRA.png?width=108&crop=smart&auto=webp&s=20008231d659dd8d23e887421d17eaa8bdbd92c0', 'width': 108}, {'height': 108, 'url': 'h... |
I want to fine tune a model to think more like a designer what models are the best for this task? | 1 | The question is pretty much in the title, I was thinking of using Kimi K2, or other open source models, where I need the model to think like a really good designer. | 2025-11-10T23:26:19 | https://www.reddit.com/r/LocalLLaMA/comments/1ottky5/i_want_to_fine_tune_a_model_to_think_more_like_a/ | Maleficent_Sound2267 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ottky5 | false | null | t3_1ottky5 | /r/LocalLLaMA/comments/1ottky5/i_want_to_fine_tune_a_model_to_think_more_like_a/ | false | false | self | 1 | null |
Any good qwen3VL 30ba3b uncensored fine tune / jailbreak prompt? | 2 | Kinda need a MoE for high context and high speeds with -ncmoe, was wondering if there are any good ones. I dont know if i trust ablterated models, are they good? | 2025-11-10T23:22:27 | https://www.reddit.com/r/LocalLLaMA/comments/1otthmk/any_good_qwen3vl_30ba3b_uncensored_fine_tune/ | Adventurous-Gold6413 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otthmk | false | null | t3_1otthmk | /r/LocalLLaMA/comments/1otthmk/any_good_qwen3vl_30ba3b_uncensored_fine_tune/ | false | false | self | 2 | null |
What I learned from stress testing LLM on NPU vs CPU on a phone | 8 | We ran a 10-minute LLM stress test on Samsung S25 Ultra CPU vs Qualcomm Hexagon NPU to see how the same model (LFM2-1.2B, 4 Bit quantization) performed. And I wanted to share some test results here for anyone interested in real on-device performance data.
https://reddit.com/link/1ottfbi/video/00ha3zfcgi0g1/player
... | 2025-11-10T23:19:45 | https://www.reddit.com/r/LocalLLaMA/comments/1ottfbi/what_i_learned_from_stress_testing_llm_on_npu_vs/ | Material_Shopping496 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ottfbi | false | null | t3_1ottfbi | /r/LocalLLaMA/comments/1ottfbi/what_i_learned_from_stress_testing_llm_on_npu_vs/ | false | false | self | 8 | null |
i have a question (new guy on llm things) | 0 | 1. what is i can run whit ryzen 5 5500 rtx3050 8gb vram and 16gb ddr4 ram
2.how much storage i need for llm (100gb fine or need more)
3.can llm close able like i use my llm for something after i can close it and play games
thanks🙏 | 2025-11-10T23:09:06 | https://www.reddit.com/r/LocalLLaMA/comments/1ott5oo/i_have_a_question_new_guy_on_llm_things/ | Kerem-6030 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ott5oo | false | null | t3_1ott5oo | /r/LocalLLaMA/comments/1ott5oo/i_have_a_question_new_guy_on_llm_things/ | false | false | self | 0 | null |
What are you Polaris Alpha vibes so far? | 0 | If this is OpenAI, it's probably a step to a friendlier tone again, so like GPT 5, with a bit of that GPT 4o personality, maybe?
I can't help it, but I loved how it actually went with my blunt wording there. 😂 | 2025-11-10T22:50:53 | Cool-Chemical-5629 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1otsoj3 | false | null | t3_1otsoj3 | /r/LocalLLaMA/comments/1otsoj3/what_are_you_polaris_alpha_vibes_so_far/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'aw7qanwidi0g1', 'resolutions': [{'height': 32, 'url': 'https://preview.redd.it/aw7qanwidi0g1.png?width=108&crop=smart&auto=webp&s=dd16ff741cc24d09095eeb313d7d18bf1dca8c7c', 'width': 108}, {'height': 64, 'url': 'https://preview.redd.it/aw7qanwidi0g1.png?width=216&crop=smart&auto=webp... | |
Deepseek v3 0324 API without request/minute rate limite | 0 | Hello everyone,
I'm looking for deepseek v3 0324 with no limit for request / minute.
Does anyone know a provider who can do that ?
Or at least 2k-3k requests / minute to start
thank you | 2025-11-10T22:43:17 | https://www.reddit.com/r/LocalLLaMA/comments/1otshlp/deepseek_v3_0324_api_without_requestminute_rate/ | Frequent-Buddy-867 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otshlp | false | null | t3_1otshlp | /r/LocalLLaMA/comments/1otshlp/deepseek_v3_0324_api_without_requestminute_rate/ | false | false | self | 0 | null |
Reflection AI reached human-level performance (85%) on ARC-AGI v1 for under $10k and within 12 hours. You can run this code yourself, it’s open source. | 124 | 2025-11-10T22:37:40 | https://github.com/jerber/arc-lang-public | balianone | github.com | 1970-01-01T00:00:00 | 0 | {} | 1otscki | false | null | t3_1otscki | /r/LocalLLaMA/comments/1otscki/reflection_ai_reached_humanlevel_performance_85/ | false | false | default | 124 | {'enabled': False, 'images': [{'id': 'ARR7y9mlLeCC9oWmE5UREkOw8RADA8XOccGD021Q5lw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ARR7y9mlLeCC9oWmE5UREkOw8RADA8XOccGD021Q5lw.png?width=108&crop=smart&auto=webp&s=6491e2dddf6db6d0ed56b78913a181423ce6824f', 'width': 108}, {'height': 108, 'url': 'h... | |
Help configuring parallel vllm instance | 1 | Hey everyone, I have 4 esxi nodes, each have 2 gpus (L40 - 48gb vram each) On each node i have a vm that the gpus are being passed through too. For wight now i am able to run a model on each vm, but im trying to see what is the biggest model i can serve. All esxis are connected with 100GB port to a compatible switch. T... | 2025-11-10T22:07:02 | https://www.reddit.com/r/LocalLLaMA/comments/1otrkxq/help_configuring_parallel_vllm_instance/ | Some-Manufacturer-21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otrkxq | false | null | t3_1otrkxq | /r/LocalLLaMA/comments/1otrkxq/help_configuring_parallel_vllm_instance/ | false | false | self | 1 | null |
Imagine you’re stuck with one local model forever: GPT-OSS 120B or GLM 4.5 Air. Which one are you picking and why? | 27 | Title | 2025-11-10T22:00:11 | https://www.reddit.com/r/LocalLLaMA/comments/1otreir/imagine_youre_stuck_with_one_local_model_forever/ | Adventurous-Gold6413 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otreir | false | null | t3_1otreir | /r/LocalLLaMA/comments/1otreir/imagine_youre_stuck_with_one_local_model_forever/ | false | false | self | 27 | null |
Any new advancements in local video generation? | 3 | I was up to date on all things local as far LLM, image and music/audio up until like maybe 6 months ago, but I see video generation is all the craze. Sora is fun to play with but is there anything local I can tinker with at this time? Even if it's only 25% as powerful lol. | 2025-11-10T21:40:46 | https://www.reddit.com/r/LocalLLaMA/comments/1otqws5/any_new_advancements_in_local_video_generation/ | Whole_Arachnid1530 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otqws5 | false | null | t3_1otqws5 | /r/LocalLLaMA/comments/1otqws5/any_new_advancements_in_local_video_generation/ | false | false | self | 3 | null |
emotional analysis | 1 | guys, we have a website and sell our products, and there are thousands of comments on our products, I was wondering if its possible to use a local llm and give it these comments to analyze them and give us the overall emotion of users (they loves it or hate it or ...) about each product?
| 2025-11-10T21:33:36 | https://www.reddit.com/r/LocalLLaMA/comments/1otqpyv/emotional_analysis/ | Dry_Amphibian_5340 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otqpyv | false | null | t3_1otqpyv | /r/LocalLLaMA/comments/1otqpyv/emotional_analysis/ | false | false | self | 1 | null |
Running models locally on Apple Silicon, and memory usage... | 3 | So allegedly, OpenAI's oss-20b model can run on my MacBook Air with 16GB RAM, however, I keep getting a warning about memory when I try to start it in LM Studio. As I understand, MacOS tends to make aggressive use of the unified memory, so there just isn't much to work with.
If I get a MacBook Air with 24 or 32GB RAM... | 2025-11-10T21:20:14 | https://www.reddit.com/r/LocalLLaMA/comments/1otqdia/running_models_locally_on_apple_silicon_and/ | garden_speech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otqdia | false | null | t3_1otqdia | /r/LocalLLaMA/comments/1otqdia/running_models_locally_on_apple_silicon_and/ | false | false | self | 3 | null |
LLM-driven puzzle sandbox: anything you try becomes an action (Cosmic Egg) | 42 | We’re using LLMs to generate actions in our upcoming puzzle game Cosmic Egg—so “anything you can think of” becomes a validated, in-world interaction.
The system works with local LLMs + smart caching + a bit of game-dev smoke & mirrors—while keeping the game deterministic so everyone shares a common action pool and out... | 2025-11-10T20:56:23 | https://v.redd.it/6i40e2m3th0g1 | VirtualJamesHarrison | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1otpql6 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/6i40e2m3th0g1/DASHPlaylist.mpd?a=1765400200%2CZTMxNWRjMTdjM2NjNzI5ZmQzZmI0NzBjZWYzOWU4ZDBhYzA2ZjZlNjNlMTRiZTJlYzVjNzllZTY2MTZiNTg0MQ%3D%3D&v=1&f=sd', 'duration': 46, 'fallback_url': 'https://v.redd.it/6i40e2m3th0g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1otpql6 | /r/LocalLLaMA/comments/1otpql6/llmdriven_puzzle_sandbox_anything_you_try_becomes/ | false | false | 42 | {'enabled': False, 'images': [{'id': 'dHZxczAzbTN0aDBnMTBAWoGHzmzPlCXmWH6RtU6SjIImLDmcCL43zhjlQgdI', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/dHZxczAzbTN0aDBnMTBAWoGHzmzPlCXmWH6RtU6SjIImLDmcCL43zhjlQgdI.png?width=108&crop=smart&format=pjpg&auto=webp&s=48c1c8d6aa2388fe670f62d9d676a8dc39ec3... | |
How do you use python-llamacpp-server with sliced models? | 2 | I am installed the hugging face hub, but it says I need to specify a model and a file as command line parameters.
But they only pulls the xyz-0001-of-0045.gguf.
And then it fails because 0002was not downloaded.
I manually downloaded all 45 files into cache but still doesn't work.
How do you guys do it?
| 2025-11-10T20:17:58 | https://www.reddit.com/r/LocalLLaMA/comments/1otopqk/how_do_you_use_pythonllamacppserver_with_sliced/ | Agron7000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otopqk | false | null | t3_1otopqk | /r/LocalLLaMA/comments/1otopqk/how_do_you_use_pythonllamacppserver_with_sliced/ | false | false | self | 2 | null |
How to hide "thinking" in DS 3.2 Exp | 1 | How to hide "thinking" on Chutes Ai using the model e.g. in rp. | 2025-11-10T20:17:10 | https://www.reddit.com/r/LocalLLaMA/comments/1otooys/how_to_hide_thinking_in_ds_32_exp/ | LonleyPaladin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otooys | false | null | t3_1otooys | /r/LocalLLaMA/comments/1otooys/how_to_hide_thinking_in_ds_32_exp/ | false | false | self | 1 | null |
Katakate: self-hosted light VMs for safe exec of AI generated code | 1 | [removed] | 2025-11-10T20:09:19 | https://docs.katakate.org/ | gbxk7 | docs.katakate.org | 1970-01-01T00:00:00 | 0 | {} | 1otoh8u | false | null | t3_1otoh8u | /r/LocalLLaMA/comments/1otoh8u/katakate_selfhosted_light_vms_for_safe_exec_of_ai/ | false | false | default | 1 | null |
Storage Crunch: Deleting Large Models from my hf repo | 13 | The time has come.
I've hit my storage limit on huggingface.
So the axe must fall 🪓🪓🪓 I'm thinking of deleting some of the larger models that are over 200B parameters that are also the worst performers, download wise.
|Model Name|Parameters|Size|Downloads|
|:-|:-|:-|:-|
|[noctrex/ERNIE-4.5-300B-A47B-PT-MXFP4\_MO... | 2025-11-10T20:04:15 | https://www.reddit.com/r/LocalLLaMA/comments/1otoc9q/storage_crunch_deleting_large_models_from_my_hf/ | noctrex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otoc9q | false | null | t3_1otoc9q | /r/LocalLLaMA/comments/1otoc9q/storage_crunch_deleting_large_models_from_my_hf/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'x72QN3OXDQziSQnJexxPmcWopHGJDhLgdqfPCj-m5YA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/x72QN3OXDQziSQnJexxPmcWopHGJDhLgdqfPCj-m5YA.png?width=108&crop=smart&auto=webp&s=f4bedb39515c85f2beb340a389295eef527b7e5f', 'width': 108}, {'height': 116, 'url': 'h... |
Why LLMs hallucinate and how to actually reduce it - breaking down the root causes | 0 | AI hallucinations aren't going away, but understanding why they happen helps you mitigate them systematically.
**Root cause #1: Training incentives** Models are rewarded for accuracy during eval - what percentage of answers are correct. This creates an incentive to guess when uncertain rather than abstaining. Guessing... | 2025-11-10T19:52:15 | https://www.reddit.com/r/LocalLLaMA/comments/1oto0fl/why_llms_hallucinate_and_how_to_actually_reduce/ | Educational-Bison786 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oto0fl | false | null | t3_1oto0fl | /r/LocalLLaMA/comments/1oto0fl/why_llms_hallucinate_and_how_to_actually_reduce/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'jHTbmbBxm28mv2vwOkeTYAfdInFflrAp_TRyettgU_c', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/jHTbmbBxm28mv2vwOkeTYAfdInFflrAp_TRyettgU_c.png?width=108&crop=smart&auto=webp&s=8f00416d349a3e0bb0a2f6266c44a677ad99b108', 'width': 108}, {'height': 121, 'url': 'h... |
What do you use for model fine tuning? | 1 | Do you actually fine-tune models or is it not worth the hassle?
I usually just go up in the model size and see if that works but it feels very inefficient.
I'm worried that fine-tuning actually narrows down the models quite a bit and then I'll have to deploy many of them.
Any experience in this field?
What is you... | 2025-11-10T19:36:39 | https://www.reddit.com/r/LocalLLaMA/comments/1otnl30/what_do_you_use_for_model_fine_tuning/ | Empty-Tourist3083 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otnl30 | false | null | t3_1otnl30 | /r/LocalLLaMA/comments/1otnl30/what_do_you_use_for_model_fine_tuning/ | false | false | self | 1 | null |
What do you use for model fine tuning? | 3 | Do you actually fine-tune models or is it not worth the hassle?
I usually just go up in the model size and see if that works but it feels very inefficient.
I'm worried that fine-tuning actually narrows down the models quite a bit and then I'll have to deploy many of them.
Any experience in this field?
What is you... | 2025-11-10T19:36:23 | https://www.reddit.com/r/LocalLLaMA/comments/1otnktx/what_do_you_use_for_model_fine_tuning/ | Empty-Tourist3083 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otnktx | false | null | t3_1otnktx | /r/LocalLLaMA/comments/1otnktx/what_do_you_use_for_model_fine_tuning/ | false | false | self | 3 | null |
Are any of you using local llms for "real" work? | 87 | I am having fun personally tinkering with local models and workflows and such, but sometimes it feels like we're all still stuck in the "fun experimentation" phase with local LLMs and not actually producing any "production grade" outputs or using it in real workflows.
Idk if it's just the gap between what "persona... | 2025-11-10T19:34:39 | https://www.reddit.com/r/LocalLLaMA/comments/1otnj2k/are_any_of_you_using_local_llms_for_real_work/ | hmsenterprise | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otnj2k | false | null | t3_1otnj2k | /r/LocalLLaMA/comments/1otnj2k/are_any_of_you_using_local_llms_for_real_work/ | false | false | self | 87 | null |
Anyone here running training on Spot GPUs? How do you handle interruptions? | 6 | Hey folks,
Curious how people in this community are handling GPU costs and reliability when training or fine-tuning models.
If you’re using Spot or Preemptible instances (AWS, GCP, Lambda Labs, RunPod, etc.), how often do you hit interruptions?
Do you just checkpoint frequently and restart manually, or do you have a ... | 2025-11-10T19:33:02 | https://www.reddit.com/r/LocalLLaMA/comments/1otnhh4/anyone_here_running_training_on_spot_gpus_how_do/ | Pure-Hedgehog-1721 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otnhh4 | false | null | t3_1otnhh4 | /r/LocalLLaMA/comments/1otnhh4/anyone_here_running_training_on_spot_gpus_how_do/ | false | false | self | 6 | null |
Is 3090 the answer? Multiple containers running at the same time. | 1 | Hey folks,
I want to build my first AI system and the general consensus seems to be to get a 3090, however I would like to validate it for my use case:
I want it to run in a virtual machine and host docker containers that would have to use the GPU at the same time:
\- jellyfin/video transcoding
\- immich ML
\- ... | 2025-11-10T19:30:25 | https://www.reddit.com/r/LocalLLaMA/comments/1otneu9/is_3090_the_answer_multiple_containers_running_at/ | Shadoweee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otneu9 | false | null | t3_1otneu9 | /r/LocalLLaMA/comments/1otneu9/is_3090_the_answer_multiple_containers_running_at/ | false | false | self | 1 | null |
Best open source source OCR / Vision model? | 2 | Our requirement is to extract text and save in a structured format, from various business documents(invoices, contracts). They may come in various layouts/standards. Open source is most, since we cannot send our data outside. Should I use a vision LM to upload the file and get structured JSON output in one pass? Or use... | 2025-11-10T19:29:41 | https://www.reddit.com/r/LocalLLaMA/comments/1otne5n/best_open_source_source_ocr_vision_model/ | LakeRadiant446 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otne5n | false | null | t3_1otne5n | /r/LocalLLaMA/comments/1otne5n/best_open_source_source_ocr_vision_model/ | false | false | self | 2 | null |
Are there local LLMs that can also generate images? | 7 | Are there local models that can generate both text and images? Especially if they fit in 6-8 gb VRAM. Can LM studio load image models? I tried loading stable diffusion inside LM studio but it failed to load (it runs fine on comfyUI). | 2025-11-10T19:23:19 | https://www.reddit.com/r/LocalLLaMA/comments/1otn82o/are_there_local_llms_that_can_also_generate_images/ | Crafty_Aspect8122 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otn82o | false | null | t3_1otn82o | /r/LocalLLaMA/comments/1otn82o/are_there_local_llms_that_can_also_generate_images/ | false | false | self | 7 | null |
Top 5 AI eval platforms for production agents - breakdown of what each does well | 1 | [deleted] | 2025-11-10T19:17:47 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1otn2mq | false | null | t3_1otn2mq | /r/LocalLLaMA/comments/1otn2mq/top_5_ai_eval_platforms_for_production_agents/ | false | false | default | 1 | null | ||
Compared 5 AI eval platforms for production agents - breakdown of what each does well | 0 | I have been evaluating different platforms for my production LLM workflows. Also Saw a [ a comparison](https://www.getmaxim.ai/articles/top-5-ai-evaluation-tools-in-2025-in-depth-comparison-for-robust-llm-agentic-systems) of Langfuse, Arize, Maxim, Comet Opik, and Braintrust. Here is my opinion on what these tools exce... | 2025-11-10T19:15:36 | https://www.reddit.com/r/LocalLLaMA/comments/1otn0ko/compared_5_ai_eval_platforms_for_production/ | llamacoded | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otn0ko | false | null | t3_1otn0ko | /r/LocalLLaMA/comments/1otn0ko/compared_5_ai_eval_platforms_for_production/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'aW-j3PRoGhAQM7hvxv9t1DJWf-2z3Dr3rkdtL0W5rZw', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/aW-j3PRoGhAQM7hvxv9t1DJWf-2z3Dr3rkdtL0W5rZw.png?width=108&crop=smart&auto=webp&s=7aef3c7576f9197f989b85473e49eb74014cb558', 'width': 108}, {'height': 144, 'url': 'h... |
Thinking about buying 2 3060 rtx GPUs for only AI. Any better suggestions ? | 1 | Hi reddiors,
So I am thinking about making a build having 2 3060 GPUs for AI related stuff. Is this Best thing to do or there are better options?.
I want to run and train LLMs locally.
Budget is 1000 to 1200 dollars.
1 3060 is 300 dollars at my place.
Need suggestions on suitable CPU and ram size.
Thanks in advance | 2025-11-10T19:12:57 | https://www.reddit.com/r/LocalLLaMA/comments/1otmxyq/thinking_about_buying_2_3060_rtx_gpus_for_only_ai/ | Superb_Practice_4544 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otmxyq | false | null | t3_1otmxyq | /r/LocalLLaMA/comments/1otmxyq/thinking_about_buying_2_3060_rtx_gpus_for_only_ai/ | false | false | self | 1 | null |
Help me stress test Observer, unlimited Cloud this week. Free local, now and forever after. | 1 | TLDR: I'm the solo dev of Observer (free/open-source tool that lets local LLMs watch your screen). Saved up some money to give r/LocalLLaMA the convenient unlimited cloud access to stress test it. Build cool agents, break things, help me see what works. It's Free for Local Inference now and always <3
Observer lets you... | 2025-11-10T19:09:56 | https://www.reddit.com/r/LocalLLaMA/comments/1otmv17/help_me_stress_test_observer_unlimited_cloud_this/ | Roy3838 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otmv17 | false | null | t3_1otmv17 | /r/LocalLLaMA/comments/1otmv17/help_me_stress_test_observer_unlimited_cloud_this/ | false | false | self | 1 | null |
I built a RAG as a Service orchestrator for local models | 2 | Hey guys,
I was frustrated with the Retrieval Augmented Generation (RAG) tools out there, despite it’s maturity, so I built llama-pg, an open source RAG as a Service (RaaS) orchestrator that enables you to automate embeddings across all your projects in one place while keeping your data private.
You can use it with ... | 2025-11-10T19:01:30 | Initial-Detail-7159 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1otmmq5 | false | null | t3_1otmmq5 | /r/LocalLLaMA/comments/1otmmq5/i_built_a_rag_as_a_service_orchestrator_for_local/ | false | false | default | 2 | {'enabled': True, 'images': [{'id': 'ulp8uw7a9h0g1', 'resolutions': [{'height': 50, 'url': 'https://preview.redd.it/ulp8uw7a9h0g1.jpeg?width=108&crop=smart&auto=webp&s=c6e8770d9a2daeca0f5bbb6780b3f0a39b35eb33', 'width': 108}, {'height': 100, 'url': 'https://preview.redd.it/ulp8uw7a9h0g1.jpeg?width=216&crop=smart&auto=w... | |
Onyx AI local hosted with local LLM question | 1 | I’m curious about what most Onyx on-prem users are running for their LLMs and the hardware behind them. For testing, we’re running **gpt-oss-120b** on **4× RTX 3090s**. We initially tried **vLLM**, but had to switch to **Ollama** since vLLM isn’t officially supported and didn’t work reliably in our setup.
Since Ollama... | 2025-11-10T19:01:10 | https://www.reddit.com/r/LocalLLaMA/comments/1otmmc7/onyx_ai_local_hosted_with_local_llm_question/ | jkay1904 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otmmc7 | false | null | t3_1otmmc7 | /r/LocalLLaMA/comments/1otmmc7/onyx_ai_local_hosted_with_local_llm_question/ | false | false | self | 1 | null |
When does RTX 6000 Pro make sense over a 5090? | 51 | Hey all—trying to sanity-check an upgrade.
Current GPU: RTX 5090
Use cases: training mid-size LLMs, Stable Diffusion/ComfyUI, inferencing GPT-OSS-120B / GLM 4.5 Air
Rig: 9950X3D / 96GB DDR5 / 1500W Corsair H1500i • OS: Win11 / Ubuntu 24.04
I’m eyeing the RTX 6000 Pro (Blackwell) mainly fo... | 2025-11-10T18:49:40 | https://www.reddit.com/r/LocalLLaMA/comments/1otmamz/when_does_rtx_6000_pro_make_sense_over_a_5090/ | Herald_Of_Rivia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otmamz | false | null | t3_1otmamz | /r/LocalLLaMA/comments/1otmamz/when_does_rtx_6000_pro_make_sense_over_a_5090/ | false | false | self | 51 | null |
Any VSCode plugins that integrate almost as well as Copilot? | 3 | Copilots integrates seamlessly into coding tasks in VSCode. However ,I don't like the idea of all my proprietary work gets sent to Microsofts servers to train their models. Its a huge business risk for me.
I am able to run large models locally, but I can't find a plugin that integrates with VScode as well as Copil... | 2025-11-10T18:38:53 | https://www.reddit.com/r/LocalLLaMA/comments/1otlzm1/any_vscode_plugins_that_integrate_almost_as_well/ | DiligentLeader2383 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otlzm1 | false | null | t3_1otlzm1 | /r/LocalLLaMA/comments/1otlzm1/any_vscode_plugins_that_integrate_almost_as_well/ | false | false | self | 3 | null |
Nano Banana 2 Leaps Ahead | 1 | Nano Banana 2 already looks far ahead of its predecessor what’s truly striking is how fast the jump in performance came.
Makes you wonder… if Genie 3 is here now, could Genie 4 be closer than we think?
| 2025-11-10T18:29:46 | Ok-Breakfast-4676 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1otlq5w | false | null | t3_1otlq5w | /r/LocalLLaMA/comments/1otlq5w/nano_banana_2_leaps_ahead/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': '4hqyak9m3h0g1', 'resolutions': [{'height': 59, 'url': 'https://preview.redd.it/4hqyak9m3h0g1.jpeg?width=108&crop=smart&auto=webp&s=4c008e0afe37c01244784ea72a04f8d1cfb40bcc', 'width': 108}, {'height': 119, 'url': 'https://preview.redd.it/4hqyak9m3h0g1.jpeg?width=216&crop=smart&auto=w... | |
Anyone else feel like prompt engineering is starting to hit diminishing returns? | 0 | I’ve been experimenting with different LLM workflows lately, system prompts, structured outputs, few-shots, etc.
What I’ve noticed is that after a certain point, prompt tuning gives less and less improvement unless you completely reframe the task.
Curious if anyone here has found consistent ways to make prompts more ... | 2025-11-10T18:19:02 | https://www.reddit.com/r/LocalLLaMA/comments/1otlfj4/anyone_else_feel_like_prompt_engineering_is/ | AdVivid5763 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otlfj4 | false | null | t3_1otlfj4 | /r/LocalLLaMA/comments/1otlfj4/anyone_else_feel_like_prompt_engineering_is/ | false | false | self | 0 | null |
What’s been the hardest part of building your own LLM-based project? | 1 | I’ve been tinkering with some LLM-based tools lately (both local models and API ones like GPT, Mistral, or LLaMA), and I keep running into annoying little pain points.
For me, the toughest parts have been things like:
* Prompt chains breaking when I tweak something small
* Context window limits and expensive token co... | 2025-11-10T18:12:14 | https://www.reddit.com/r/LocalLLaMA/comments/1otl8qe/whats_been_the_hardest_part_of_building_your_own/ | Permanent__Learner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otl8qe | false | null | t3_1otl8qe | /r/LocalLLaMA/comments/1otl8qe/whats_been_the_hardest_part_of_building_your_own/ | false | false | self | 1 | null |
Omnilingual ASR: Advancing Automatic Speech Recognition for 1,600+ Languages | 127 | 2025-11-10T18:12:13 | https://ai.meta.com/blog/omnilingual-asr-advancing-automatic-speech-recognition/ | jean- | ai.meta.com | 1970-01-01T00:00:00 | 0 | {} | 1otl8q8 | false | null | t3_1otl8q8 | /r/LocalLLaMA/comments/1otl8q8/omnilingual_asr_advancing_automatic_speech/ | false | false | default | 127 | null | |
What are the biggest pain points when building your own LLM-based projects? | 1 | Hey everyone,
I’m researching what real-world problems people face when building apps or tools that use LLMs (local or API-based – GPT, Mistral, LLaMA, Claude, etc.).
I’d love to understand where developers struggle the most – both technically and operationally.
For example:
* Prompt design breaking easily
* Contex... | 2025-11-10T18:04:16 | https://www.reddit.com/r/LocalLLaMA/comments/1otl0tj/what_are_the_biggest_pain_points_when_building/ | Permanent__Learner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otl0tj | false | null | t3_1otl0tj | /r/LocalLLaMA/comments/1otl0tj/what_are_the_biggest_pain_points_when_building/ | false | false | self | 1 | null |
3060 12GB (207€) vs 5060ti 16GB (360€) | 0 | I want to fine tune LLMs and run them locally for programming and bioinformatics and some specialized LLM assistant services. Should I pay the 150€ extra or the 3060 is too good to pass?
Thank you! | 2025-11-10T17:53:44 | https://www.reddit.com/r/LocalLLaMA/comments/1otkpry/3060_12gb_207_vs_5060ti_16gb_360/ | Primary_Goat4601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otkpry | false | null | t3_1otkpry | /r/LocalLLaMA/comments/1otkpry/3060_12gb_207_vs_5060ti_16gb_360/ | false | false | self | 0 | null |
I developed an open-source Python implementation of Anthropic/Cloudflare idea of calling MCPs by code execution | 2 | After seeing the [Anthropic post](https://www.anthropic.com/engineering/code-execution-with-mcp) and [Cloudflare Code Mode](https://blog.cloudflare.com/code-mode/), I decided to develop a Python implementation of it. My approach is a containerized solution that runs any Python code in a containerized sandbox. It automa... | 2025-11-10T17:43:00 | https://www.reddit.com/r/LocalLLaMA/comments/1otkf5e/i_developed_an_opensource_python_implementation/ | elusznik | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otkf5e | false | null | t3_1otkf5e | /r/LocalLLaMA/comments/1otkf5e/i_developed_an_opensource_python_implementation/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'oFd7k3gtzvKflZCxW3_jUV0EMRHjhIt_BNNui3wNwnI', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/oFd7k3gtzvKflZCxW3_jUV0EMRHjhIt_BNNui3wNwnI.png?width=108&crop=smart&auto=webp&s=d5b456508d74c0beca8e2e1add79a59157489236', 'width': 108}, {'height': 113, 'url': 'h... |
Name your favorite OSS Agent tool(s)! | 6 | I’m not talking about roo or cline.
I mean things like Flow Agent, Mem Agent, training agents, etc. Python or JS based agentic workflow systems that deserve a look.
Anyone have suggestions?
I’m aware of the agent building tools out there, but I stay away from Claude Code. I want systems I can run, set as an MCP s... | 2025-11-10T17:31:07 | https://www.reddit.com/r/LocalLLaMA/comments/1otk3bv/name_your_favorite_oss_agent_tools/ | Badger-Purple | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otk3bv | false | null | t3_1otk3bv | /r/LocalLLaMA/comments/1otk3bv/name_your_favorite_oss_agent_tools/ | false | false | self | 6 | null |
Options for hosting a multi-LoRA sentence transformer? | 0 | I have a fine-tuned 2-stage Deberta setup where I'm running a coarse-head classifier into 5 different buckets that each have their own LoRA.
For testing I had been working with just swapping out the LoRAs in memory as they're really small and it works fine, however for deployment I've been unable to do anything in Pyt... | 2025-11-10T17:26:49 | https://www.reddit.com/r/LocalLLaMA/comments/1otjz2y/options_for_hosting_a_multilora_sentence/ | kalokagathia_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otjz2y | false | null | t3_1otjz2y | /r/LocalLLaMA/comments/1otjz2y/options_for_hosting_a_multilora_sentence/ | false | false | self | 0 | null |
PDF attachment with llama.cpp | 1 | Hi all, I am trying to do a side project with Qwen3VL to do OCR with scanned documents. Originally I was using 4bit bnb unsloth quants directly using Transformer.
However, after some research. It seems that GGUF might be more performant and faster than 4bit quant .
Now, the problem is llamacpp does not seem to allow... | 2025-11-10T17:04:39 | https://www.reddit.com/r/LocalLLaMA/comments/1otjcw8/pdf_attachment_with_llamacpp/ | Ok_Television_9000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otjcw8 | false | null | t3_1otjcw8 | /r/LocalLLaMA/comments/1otjcw8/pdf_attachment_with_llamacpp/ | false | false | self | 1 | null |
LinkedIn now tells you when you're looking at an AI-generated image, if you haven't noticed. | 1 | As the 1st image shows, the C2PA label is used.
Here's what's interesting.
**The feature only applies to image platforms who join the C2PA.**
Now there's only:
* ChatGPT/DALL-E 3 images
* Adobe Firefly images
* Leica Camera images
* BBC news images
The 2nd image, generated by [Google's Nano Banana](https://www.net... | 2025-11-10T17:01:49 | MarketingNetMind | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1otj9zk | false | null | t3_1otj9zk | /r/LocalLLaMA/comments/1otj9zk/linkedin_now_tells_you_when_youre_looking_at_an/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'gwi25cawng0g1', 'resolutions': [{'height': 72, 'url': 'https://preview.redd.it/gwi25cawng0g1.png?width=108&crop=smart&auto=webp&s=ec41f453b82b6499de072ded92a27ef425fd3478', 'width': 108}, {'height': 145, 'url': 'https://preview.redd.it/gwi25cawng0g1.png?width=216&crop=smart&auto=web... | |
LinkedIn now tells you when you're looking at an AI-generated image, if you haven't noticed. | 82 | As the 1st image shows, the C2PA label is used.
Here's what's interesting.
**The feature only applies to image platforms who join the C2PA.**
Now there's only:
* ChatGPT/DALL-E 3 images
* Adobe Firefly images
* Leica Camera images
* BBC news images
The 2nd image, generated by [Google's Nano Banana](https://www.net... | 2025-11-10T17:01:12 | MarketingNetMind | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1otj99f | false | null | t3_1otj99f | /r/LocalLLaMA/comments/1otj99f/linkedin_now_tells_you_when_youre_looking_at_an/ | false | false | default | 82 | {'enabled': True, 'images': [{'id': 'bl396lgsng0g1', 'resolutions': [{'height': 72, 'url': 'https://preview.redd.it/bl396lgsng0g1.png?width=108&crop=smart&auto=webp&s=2b47b777ab7bdae64a70e88ea5dff5683192a29a', 'width': 108}, {'height': 145, 'url': 'https://preview.redd.it/bl396lgsng0g1.png?width=216&crop=smart&auto=web... | |
After a year building an open-source AI framework, I’m starting to wonder what actually gets attention | 23 | Hey folks,
It took me over a year to finally write this.
Even now, I’m not sure it's worth it.
But whatever, yolo.
I’m the creator of Yacana, a free and open source multi-agent framework.
I’ve spent more than a year working late nights on it, **thinking that if the software was good, people would naturally show... | 2025-11-10T16:44:16 | https://www.reddit.com/r/LocalLLaMA/comments/1otislj/after_a_year_building_an_opensource_ai_framework/ | DocteurW | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otislj | false | null | t3_1otislj | /r/LocalLLaMA/comments/1otislj/after_a_year_building_an_opensource_ai_framework/ | false | false | self | 23 | {'enabled': False, 'images': [{'id': '5dPheww3wtbhSeUSTpzI5zIOp2n08kZGq1qftJ4qMU8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/5dPheww3wtbhSeUSTpzI5zIOp2n08kZGq1qftJ4qMU8.png?width=108&crop=smart&auto=webp&s=6b0f287c19640a6a968d407fd7b1f48dc583d02c', 'width': 108}, {'height': 108, 'url': 'h... |
Kimi K2 goes off the rails! | 0 | Check it out here on my Github. First time I've seen an LLM get angry!
[jazmaan.github.io](http://jazmaan.github.io) | 2025-11-10T16:39:59 | https://www.reddit.com/r/LocalLLaMA/comments/1otiodp/kimi_k2_goes_off_the_rails/ | jazmaan273 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otiodp | false | null | t3_1otiodp | /r/LocalLLaMA/comments/1otiodp/kimi_k2_goes_off_the_rails/ | false | false | self | 0 | null |
Open-dLLM: Open Diffusion Large Language Models | 130 | Code: [https://github.com/pengzhangzhi/Open-dLLM](https://github.com/pengzhangzhi/Open-dLLM)
Blog: [https://oval-shell-31c.notion.site/Open-dLLM-Open-Diffusion-Large-Language-Model-25e03bf6136480b7a4ebe3d53be9f68a](https://oval-shell-31c.notion.site/Open-dLLM-Open-Diffusion-Large-Language-Model-25e03bf6136480b7a4ebe3d... | 2025-11-10T16:33:06 | https://v.redd.it/qb62efspig0g1 | pengzhangzhi | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1otihl1 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/qb62efspig0g1/DASHPlaylist.mpd?a=1765384401%2CYWVkYzk4ZTc2NTMxYmI3MWI4MWU0N2Q4MmY4ZDVjZWNkYTRlNjkwZjM3YWU3M2Q3Zjg4ZTkxYjNmNzc2MTZlOA%3D%3D&v=1&f=sd', 'duration': 15, 'fallback_url': 'https://v.redd.it/qb62efspig0g1/CMAF_720.mp4?source=fallback', 'ha... | t3_1otihl1 | /r/LocalLLaMA/comments/1otihl1/opendllm_open_diffusion_large_language_models/ | false | false | 130 | {'enabled': False, 'images': [{'id': 'eHlpNXJmc3BpZzBnMbC2Q-rs9CfDNgw85akHP4ZCgTS81bEyqZb3k8CkqU2r', 'resolutions': [{'height': 76, 'url': 'https://external-preview.redd.it/eHlpNXJmc3BpZzBnMbC2Q-rs9CfDNgw85akHP4ZCgTS81bEyqZb3k8CkqU2r.png?width=108&crop=smart&format=pjpg&auto=webp&s=1bf4a85ffc11af9f80aa7d17e46ca0c91d1c7... | |
OCR Accuracy Showdown: PaperLab vs. LlamaIndex | 0 | When it comes to document digitization, Optical Character Recognition (OCR) accuracy is everything. One misplaced character can completely alter the meaning of complex data, especially in scientific or mathematical contexts.
At PaperLab, we recently ran a simple experiment to see how our OCR accuracy compares with Lla... | 2025-11-10T16:27:27 | https://www.reddit.com/r/LocalLLaMA/comments/1otibyl/ocr_accuracy_showdown_paperlab_vs_llamaindex/ | PaperLab_AI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1otibyl | false | null | t3_1otibyl | /r/LocalLLaMA/comments/1otibyl/ocr_accuracy_showdown_paperlab_vs_llamaindex/ | false | false | 0 | null | |
Minimax M2 for App creation | 4 | Hello, lately I have been testing Minimax for creating a simple PWA that only handles data with Supabase, Spreedsheets and Google Drive. But when I tell Minimax what I need, every time it fixes something, it breaks something else and I can spend 3 hours walking around trying to correct the same error. I paid for the mo... | 2025-11-10T16:20:07 | https://www.reddit.com/r/LocalLLaMA/comments/1oti4tc/minimax_m2_for_app_creation/ | HectorLavoe33 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oti4tc | false | null | t3_1oti4tc | /r/LocalLLaMA/comments/1oti4tc/minimax_m2_for_app_creation/ | false | false | self | 4 | null |
How to link an AI to a code execution environment? | 0 | Hi, I read this article (https://www.anthropic.com/engineering/code-execution-with-mcp) from Anthropic that talks about how using an code execution environment and MCP server can improve responses and token utility. But I don't get the technical part on how to connect your model to the code environment. I mean, is ther... | 2025-11-10T16:20:00 | https://www.reddit.com/r/LocalLLaMA/comments/1oti4or/how_to_link_an_ai_to_a_code_execution_environment/ | yeahlloow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oti4or | false | null | t3_1oti4or | /r/LocalLLaMA/comments/1oti4or/how_to_link_an_ai_to_a_code_execution_environment/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'oFd7k3gtzvKflZCxW3_jUV0EMRHjhIt_BNNui3wNwnI', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/oFd7k3gtzvKflZCxW3_jUV0EMRHjhIt_BNNui3wNwnI.png?width=108&crop=smart&auto=webp&s=d5b456508d74c0beca8e2e1add79a59157489236', 'width': 108}, {'height': 113, 'url': 'h... |
bnb 4bit vs GGUF | 1 | I'm new to the world of LLMs and was hoping to get some advice from those with more experience.
I've noticed that for LLM inference, the bnb-4bit format seems to be a common recommendation. Is it generally preferred over other formats like GGUF?
From what I can gather, the main purpose of bnb-4bit is to reduce the mo... | 2025-11-10T16:15:32 | https://www.reddit.com/r/LocalLLaMA/comments/1oti09t/bnb_4bit_vs_gguf/ | Ok_Television_9000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oti09t | false | null | t3_1oti09t | /r/LocalLLaMA/comments/1oti09t/bnb_4bit_vs_gguf/ | false | false | self | 1 | null |
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