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Having a problem with the together.ai api | 0 | Hi,
I bought €15 worth of credits through [Together.AI](http://Together.AI), hoping I could use the LLMs to power my AnythingLLM for personal projects. However, I'm having an issue where, whenever I try a more complex prompt, the model abruptly stops. I tried the same thing through aichat (an open-source CLI tool for ... | 2025-10-19T11:07:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oamwjp/having_a_problem_with_the_togetherai_api/ | Infamous_Sector_6411 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oamwjp | false | null | t3_1oamwjp | /r/LocalLLaMA/comments/1oamwjp/having_a_problem_with_the_togetherai_api/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'KEKqZLXaDuojO8066WvfNm2knPNQpREJOqDRQbP0jOE', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/KEKqZLXaDuojO8066WvfNm2knPNQpREJOqDRQbP0jOE.jpeg?width=108&crop=smart&auto=webp&s=674bf3d900716bcd75e795e30336baa3d48155c6', 'width': 108}, {'height': 113, 'url': '... |
Gemma 4 | 152 | People are very very excited about the release of gemini 3.0 including me, but im more exited in the gemma family of models since they are based on gemini models. And simce Gemini 3.0 is groundbreaking (apparently, like the pelican svg, robot svg, xbox svg, os etc tests), I am very curious about how will the gemma 4 mo... | 2025-10-19T10:53:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oamo0k/gemma_4/ | Brave-Hold-9389 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oamo0k | false | null | t3_1oamo0k | /r/LocalLLaMA/comments/1oamo0k/gemma_4/ | false | false | self | 152 | null |
Is there a way to effectively run MoE models in a smartphone? | 0 | I'm trying to run MoE models in my smartphone the same way they run in my laptop because they will probably run better in my phone.
However, even though the model I have downloaded through PocketPal runs, I can't find the configuration for the number of experts and it seems to be running fixed in 1 expert mode.
Is th... | 2025-10-19T10:52:26 | https://www.reddit.com/r/LocalLLaMA/comments/1oamnb9/is_there_a_way_to_effectively_run_moe_models_in_a/ | Azeitonius | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oamnb9 | false | null | t3_1oamnb9 | /r/LocalLLaMA/comments/1oamnb9/is_there_a_way_to_effectively_run_moe_models_in_a/ | false | false | self | 0 | null |
Please constructively criticize my proposed work pipeline and suggest improvements | 0 | Dear advanced users, experts and gurus in the poor (euro)man setups, here is my plan, please criticize it and eventually suggest better and cheaper alternatives (but not less that what I plan):
What I have: an AOOSTAR GEM12 Mini-PC with AMD 8845HS and 64GB RAM (still kicking my behind that I didn't get 128GB when was ... | 2025-10-19T10:01:15 | https://www.reddit.com/r/LocalLLaMA/comments/1oaltwk/please_constructively_criticize_my_proposed_work/ | HumanDrone8721 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaltwk | false | null | t3_1oaltwk | /r/LocalLLaMA/comments/1oaltwk/please_constructively_criticize_my_proposed_work/ | false | false | self | 0 | null |
Was considering Asus Flow Z13 or Strix Halo mini PC like Bosgame M5, GMTek Evo X-2 | 1 | I'm looking to get a machine that's good enough for AI developmental work (coding or text-based mostly) *and* somewhat serious gaming (recent AA titles). I really liked the idea of getting a Asus Flow Z13 for its portability and it appeared to be able to do pretty well in both...
however. based on all I've been readin... | 2025-10-19T09:31:43 | https://www.reddit.com/r/LocalLLaMA/comments/1oaldao/was_considering_asus_flow_z13_or_strix_halo_mini/ | IntroductionSouth513 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaldao | false | null | t3_1oaldao | /r/LocalLLaMA/comments/1oaldao/was_considering_asus_flow_z13_or_strix_halo_mini/ | false | false | self | 1 | null |
Developing a confidence meter for truth of responses. | 0 | In computer vision we have color boxes beside recognized shapes that display confidence, i.e. [75%] and [88%] which change every frame. What would be the science to develop a confidence % for LLM responses?
It can be for the entire response text, and it can be per-line, i.e. Blue for factual and Red for incoherent.
... | 2025-10-19T09:09:59 | https://www.reddit.com/r/LocalLLaMA/comments/1oal166/developing_a_confidence_meter_for_truth_of/ | ConditionTall1719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oal166 | false | null | t3_1oal166 | /r/LocalLLaMA/comments/1oal166/developing_a_confidence_meter_for_truth_of/ | false | false | self | 0 | null |
Stanford just dropped 5.5hrs worth of lectures on foundational LLM knowledge | 2,112 | Enjoy? [https://www.youtube.com/@stanfordonline/videos](https://www.youtube.com/@stanfordonline/videos) | 2025-10-19T09:01:21 | igorwarzocha | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oakwgs | false | null | t3_1oakwgs | /r/LocalLLaMA/comments/1oakwgs/stanford_just_dropped_55hrs_worth_of_lectures_on/ | false | false | default | 2,112 | {'enabled': True, 'images': [{'id': '2klkt23e91wf1', 'resolutions': [{'height': 64, 'url': 'https://preview.redd.it/2klkt23e91wf1.png?width=108&crop=smart&auto=webp&s=e783e2d7bc792b4b5e28ed695437b9b903615307', 'width': 108}, {'height': 128, 'url': 'https://preview.redd.it/2klkt23e91wf1.png?width=216&crop=smart&auto=web... | |
Please, recommend the best local models for dynamic sport videos analytics | 0 | For example, somewhat like tennis. | 2025-10-19T08:57:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oaku40/please_recommend_the_best_local_models_for/ | MoneyMultiplier888 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaku40 | false | null | t3_1oaku40 | /r/LocalLLaMA/comments/1oaku40/please_recommend_the_best_local_models_for/ | false | false | self | 0 | null |
Need advice: pgvector vs. LlamaIndex + Milvus for large-scale semantic search (millions of rows) | 0 | Hey folks 👋
I’m building a semantic search and retrieval pipeline for a structured dataset and could use some community wisdom on whether to keep it simple with \*\*pgvector\*\*, or go all-in with a \*\*LlamaIndex + Milvus\*\* setup.
\---
Current setup
I have a \*\*PostgreSQL relational database\*\* with t... | 2025-10-19T08:54:41 | https://www.reddit.com/r/LocalLLaMA/comments/1oaksnu/need_advice_pgvector_vs_llamaindex_milvus_for/ | Anandha2712 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaksnu | false | null | t3_1oaksnu | /r/LocalLLaMA/comments/1oaksnu/need_advice_pgvector_vs_llamaindex_milvus_for/ | false | false | self | 0 | null |
Drop your underrated models you run LOCALLY | 136 | Preferably within the 0.2b -32b range, or MoEs up to 140b
I’m on a LLM downloading spree, and wanna fill up a 2tb SSD with them.
Can be any use case. Just make sure to mention the use case too
Thank you ✌️
| 2025-10-19T08:52:22 | https://www.reddit.com/r/LocalLLaMA/comments/1oakrdm/drop_your_underrated_models_you_run_locally/ | Adventurous-Gold6413 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oakrdm | false | null | t3_1oakrdm | /r/LocalLLaMA/comments/1oakrdm/drop_your_underrated_models_you_run_locally/ | false | false | self | 136 | null |
How fast would that be approximately for a larger model ? Is it at all usable? | 0 | **Dell R730**
* **2x Intel® Xeon® E5-2699 v4 @ 2.20GHz**
* 22 Kerne pro CPU → **44 Kerne / 88 Threads gesamt**
* **24x 32GB RAM** → **768GB DDR4 Arbeitsspeicher**
I've seen this second hand offer for 400$. Is it worth it at all for the power usage. Maybe i could add some 3090's to it? | 2025-10-19T08:49:25 | https://www.reddit.com/r/LocalLLaMA/comments/1oakpnz/how_fast_would_that_be_approximately_for_a_larger/ | ludos1978 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oakpnz | false | null | t3_1oakpnz | /r/LocalLLaMA/comments/1oakpnz/how_fast_would_that_be_approximately_for_a_larger/ | false | false | self | 0 | null |
Would you use an offline AI podcast generator with multi-character voices? 🤔 | 0 | Hey r/LocalLlama! I’m exploring a new concept and want to gauge interest.
Imagine an **offline AI podcast generator** running entirely on your Android device:
* Multiple voices (11+ in the current MVP, more planned)
* Different characters speaking with distinct styles
* Fully offline — no cloud, no tracking
* Future ... | 2025-10-19T08:48:44 | https://v.redd.it/n2oidqqp71wf1 | DarkEngine774 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oakpan | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/n2oidqqp71wf1/DASHPlaylist.mpd?a=1763455739%2CNTA1OGIyMWI0NWZmNWJkMjdiYzNkN2FiNWQxN2JmOWU2ZjI1NWFkMzJiM2QzYTViMzhiYjVmMWJkOTIxYmRlOQ%3D%3D&v=1&f=sd', 'duration': 4, 'fallback_url': 'https://v.redd.it/n2oidqqp71wf1/DASH_720.mp4?source=fallback', 'has... | t3_1oakpan | /r/LocalLLaMA/comments/1oakpan/would_you_use_an_offline_ai_podcast_generator/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'MjM3M3JwcXA3MXdmMXbnVDDF_dIS2vUaC_5DEm6MvfR5CwbJ7-uyBzTXnjbL', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/MjM3M3JwcXA3MXdmMXbnVDDF_dIS2vUaC_5DEm6MvfR5CwbJ7-uyBzTXnjbL.png?width=108&crop=smart&format=pjpg&auto=webp&s=af1fcc2f40935218470c0c2aec482dee93b9... | |
opensource AI-assisted IDE? | 0 | hi, i am building a project where you get replicated UI/websites from typing in a URL through a technique that I have been working on, but i am stuck trying to build out the actual preview env of the code generated.
i have down the actual coding of the replicas from the llm but having that code be shown and loaded co... | 2025-10-19T08:48:34 | https://www.reddit.com/r/LocalLLaMA/comments/1oakp7d/opensource_aiassisted_ide/ | Trick_Ad_4388 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oakp7d | false | null | t3_1oakp7d | /r/LocalLLaMA/comments/1oakp7d/opensource_aiassisted_ide/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '7Hox_x3nQlYmINXD98MC7FPr6oZD6YuLqYRCGeWwTBk', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/7Hox_x3nQlYmINXD98MC7FPr6oZD6YuLqYRCGeWwTBk.png?width=108&crop=smart&auto=webp&s=02ab38674f923c36b5995cafb8e907dea79f7f92', 'width': 108}, {'height': 113, 'url': 'h... |
Apple M5 Max and Ultra will finally break monopoly of NVIDIA for AI interference | 419 | According to [https://opendata.blender.org/benchmarks](https://opendata.blender.org/benchmarks)
The Apple M5 10-core GPU already scores 1732 - outperforming the M1 Ultra with 64 GPU cores.
With simple math:
Apple M5 Max 40-core GPU will score 7000 - that is league of M3 Ultra
Apple M5 Ultra 80-core GPU will sc... | 2025-10-19T08:02:23 | https://www.reddit.com/gallery/1oak08e | inkberk | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oak08e | false | null | t3_1oak08e | /r/LocalLLaMA/comments/1oak08e/apple_m5_max_and_ultra_will_finally_break/ | false | false | 419 | null | |
Looking to develop something like jarvis but stronger and more complex | 0 | Now first thing anyone will say his, thats not possible and well rn id say yeah thats probably right but im trying and trying to put a team together to do it, but prefer to use a U.S based team if possible to communicate effectively | 2025-10-19T07:03:08 | https://www.reddit.com/r/LocalLLaMA/comments/1oaj34c/looking_to_develop_something_like_jarvis_but/ | Warriorinblue | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaj34c | false | null | t3_1oaj34c | /r/LocalLLaMA/comments/1oaj34c/looking_to_develop_something_like_jarvis_but/ | false | false | self | 0 | null |
GPU rental experiences | 2 | Hi,
I have some spare GPUs and servers, some at home and some at datacenter.
I would like to know peoples experiences in general about renting your own GPUs or just using these services for inference. How do they work and are people actually using them.
So I am speaking about [vast.ai](http://vast.ai) or similar ... | 2025-10-19T06:58:50 | https://www.reddit.com/r/LocalLLaMA/comments/1oaj0gb/gpu_rental_experiences/ | somealusta | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaj0gb | false | null | t3_1oaj0gb | /r/LocalLLaMA/comments/1oaj0gb/gpu_rental_experiences/ | false | false | self | 2 | null |
Intel Core Ultra 9 285HX SODIMM slots for up to 256GB of DDR5-4800 ECC memory | 1 | [https://liliputing.com/minisforum-ms-02-ultra-is-a-compact-workstation-with-intel-core-ultra-9-285hx-and-3-pcie-slots/](https://liliputing.com/minisforum-ms-02-ultra-is-a-compact-workstation-with-intel-core-ultra-9-285hx-and-3-pcie-slots/) | 2025-10-19T06:55:26 | https://www.reddit.com/r/LocalLLaMA/comments/1oaiykq/intel_core_ultra_9_285hx_sodimm_slots_for_up_to/ | MundanePercentage674 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaiykq | false | null | t3_1oaiykq | /r/LocalLLaMA/comments/1oaiykq/intel_core_ultra_9_285hx_sodimm_slots_for_up_to/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'bSme4l8osOBTMgnmz9Z2p_Cb-vjjWGgIuVmAKK2EufE', 'resolutions': [{'height': 82, 'url': 'https://external-preview.redd.it/bSme4l8osOBTMgnmz9Z2p_Cb-vjjWGgIuVmAKK2EufE.jpeg?width=108&crop=smart&auto=webp&s=1a77aa444d748f557a768f18c5fb19c75734273f', 'width': 108}, {'height': 165, 'url': '... |
A local LLM that I can feed my diary entries? | 3 | Hi all,
Would it be possible for me to run an LLM on my PC that I can feed my journal entries to?
My main use would be to ask it for help remembering certain events: ‘Who was my 5th grade maths teacher’ ‘Where did I go on holiday over December in 2013’ etc.
Is that something that’s even possible to locally? | 2025-10-19T06:20:03 | https://www.reddit.com/r/LocalLLaMA/comments/1oaidyk/a_local_llm_that_i_can_feed_my_diary_entries/ | 22Megabits | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaidyk | false | null | t3_1oaidyk | /r/LocalLLaMA/comments/1oaidyk/a_local_llm_that_i_can_feed_my_diary_entries/ | false | false | self | 3 | null |
Unable to find the attach feature in Jan.ai for documents and images. | 3 | So I came across this [Jan.ai](http://Jan.ai) software for desktop for its privacy-first feature. I decided to use Mistral-7B-Instruct-v0.3 LLM model for document analysis, but later came to realize that this software doesn't have a document attachment option at all. Are there any other ways to make the model read my d... | 2025-10-19T05:54:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oahyzi/unable_to_find_the_attach_feature_in_janai_for/ | Ok-Knee-694 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oahyzi | false | null | t3_1oahyzi | /r/LocalLLaMA/comments/1oahyzi/unable_to_find_the_attach_feature_in_janai_for/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'nGWwRAR23H5iun9vMzk68nI8Gj8hig7wQP-qQ082yaY', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/nGWwRAR23H5iun9vMzk68nI8Gj8hig7wQP-qQ082yaY.png?width=108&crop=smart&auto=webp&s=268b521410b5d5993502826dcfdd2e74e4ec1801', 'width': 108}, {'height': 113, 'url': 'h... |
Apple’s On-Device Foundation Models framework unlocks new app experiences powered by Apple Intelligence | 0 | 2025-10-19T05:41:46 | https://www.apple.com/newsroom/2025/09/apples-foundation-models-framework-unlocks-new-intelligent-app-experiences/ | ArimaJain | apple.com | 1970-01-01T00:00:00 | 0 | {} | 1oahrn8 | false | null | t3_1oahrn8 | /r/LocalLLaMA/comments/1oahrn8/apples_ondevice_foundation_models_framework/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'kQOuWZ_z1Xy3o7mJnak08iWXyzUXRV5RZhJwfx7cBMo', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/kQOuWZ_z1Xy3o7mJnak08iWXyzUXRV5RZhJwfx7cBMo.jpeg?width=108&crop=smart&auto=webp&s=abc7588d3f64885e52e462ecd9af122ade810605', 'width': 108}, {'height': 113, 'url': '... | ||
When you have little money but want to run big models | 259 | I live in India. Everything is expensive. Importers want hefty margin. Government want hefty tax.
Rtx 6000 96gb which is possible to get for 7-8k usd in USA is impossible to find even for 11 lakhs(12-13k usd) in India.
So we have a couple of friends
1) Juggad
2) Olx ( indian craigslists)
3) Other similar p2p sites li... | 2025-10-19T05:38:21 | https://www.reddit.com/gallery/1oahpmx | alok_saurabh | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oahpmx | false | null | t3_1oahpmx | /r/LocalLLaMA/comments/1oahpmx/when_you_have_little_money_but_want_to_run_big/ | false | false | 259 | null | |
I created a conversational learning architecture. Where do I share? | 0 | It's streaming it's early training iterations on a kick account I wont name for self promotion reasons. What should I do with this thing? | 2025-10-19T05:01:33 | https://www.reddit.com/r/LocalLLaMA/comments/1oah3ff/i_created_a_conversational_learning_architecture/ | Gardeviance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oah3ff | false | null | t3_1oah3ff | /r/LocalLLaMA/comments/1oah3ff/i_created_a_conversational_learning_architecture/ | false | false | self | 0 | null |
GLM is disappointing | 0 | I saw many people shared their positive experiences with GLM. So I just tried it out. Above is the question I asked 🤷♂️
| 2025-10-19T04:49:12 | Emergency_Wall2442 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oagvmy | false | null | t3_1oagvmy | /r/LocalLLaMA/comments/1oagvmy/glm_is_disappointing/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'hdf0jy1610wf1', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/hdf0jy1610wf1.jpeg?width=108&crop=smart&auto=webp&s=80eb9977fc378e94d168d18534dc7df6c4299cea', 'width': 108}, {'height': 288, 'url': 'https://preview.redd.it/hdf0jy1610wf1.jpeg?width=216&crop=smart&auto=... | |
Own your AI: Learn how to fine-tune Gemma 3 270M and run it on-device | 49 | 2025-10-19T03:51:17 | https://developers.googleblog.com/en/own-your-ai-fine-tune-gemma-3-270m-for-on-device/ | phone_radio_tv | developers.googleblog.com | 1970-01-01T00:00:00 | 0 | {} | 1oafumx | false | null | t3_1oafumx | /r/LocalLLaMA/comments/1oafumx/own_your_ai_learn_how_to_finetune_gemma_3_270m/ | false | false | 49 | {'enabled': False, 'images': [{'id': '1REAPLhpZknr_BaLbzQgHufo9VWmTuOWut1-PIVgTuo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1REAPLhpZknr_BaLbzQgHufo9VWmTuOWut1-PIVgTuo.png?width=108&crop=smart&auto=webp&s=2eaf6193a3d0352600813207659bbe1cf667e079', 'width': 108}, {'height': 108, 'url': 'h... | ||
dgx spark , if it is for inference | 0 | https://www.nvidia.com/es-la/products/workstations/dgx-spark/
-
Many claim that the DGX is only for training, but on its page it is mentioned that it is used for inference, and it also says that it supports models of 200 Billion parameters | 2025-10-19T00:37:35 | Illustrious-Swim9663 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oac584 | false | null | t3_1oac584 | /r/LocalLLaMA/comments/1oac584/dgx_spark_if_it_is_for_inference/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'czxb7l0asyvf1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/czxb7l0asyvf1.jpeg?width=108&crop=smart&auto=webp&s=3a1a336627b68811314d6185b551833f42de25e4', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/czxb7l0asyvf1.jpeg?width=216&crop=smart&auto=... | |
can and should i train a lora? | 0 | Hiii, recently i started to tinker with LLMs and i found they are really nice for roleplay. However i haven't yet found a model that writes and "thinks" in a way i enjoy. I have tried a lot of prompting but i feel like i have pretty much gotten most out of the models and while i enjoyed it i feel like they are missing ... | 2025-10-19T00:21:47 | https://www.reddit.com/r/LocalLLaMA/comments/1oabtk1/can_and_should_i_train_a_lora/ | kokokosin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oabtk1 | false | null | t3_1oabtk1 | /r/LocalLLaMA/comments/1oabtk1/can_and_should_i_train_a_lora/ | false | false | self | 0 | null |
Upgrade CUDA? | 5 | I have been using Pytorch 2.5.1 for about a year now and CUDA 12.2 for even longer.
I mainly use my AI server for llama.cpp, Ollama, and Stable Diffusion (Automatic1111, and ComfyUI) with my RTX 3090.
It has been running fine with no issues but I am also starting to work with other applications (i.e. Unsloth) and am ... | 2025-10-19T00:05:18 | https://www.reddit.com/r/LocalLLaMA/comments/1oabhj3/upgrade_cuda/ | sdstudent01 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oabhj3 | false | null | t3_1oabhj3 | /r/LocalLLaMA/comments/1oabhj3/upgrade_cuda/ | false | false | self | 5 | null |
3 3090's, room for one more? | 41 | Hey everyone,
I am currently running 3 3090's and was thinking of adding one more. But as you can see, my case Thermaltake CTE750 Air has some free space, but not sure if it can fit another 3090.
I know, I know, I should have had a server rack but I was looking for a Local AI + relatively decent looking case, so ... | 2025-10-18T23:16:49 | BusinessBookkeeper63 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oaafyq | false | null | t3_1oaafyq | /r/LocalLLaMA/comments/1oaafyq/3_3090s_room_for_one_more/ | false | false | default | 41 | {'enabled': True, 'images': [{'id': '4wabpxvjcyvf1', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/4wabpxvjcyvf1.jpeg?width=108&crop=smart&auto=webp&s=905026c40f57be645a23c437ac54179fbf8134a1', 'width': 108}, {'height': 288, 'url': 'https://preview.redd.it/4wabpxvjcyvf1.jpeg?width=216&crop=smart&auto=... | |
Made a website to track 348 benchmarks across 188 models. | 342 | Hey all, I've been building a website from a while ago in which we track the benchmark results from the official papers / model cards that the labs publish.
I thought it would be interesting to compile everything in one place to fill in the gaps on each model release.
All the data is open in Github and all scores ... | 2025-10-18T22:22:42 | Odd_Tumbleweed574 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oa98jf | false | null | t3_1oa98jf | /r/LocalLLaMA/comments/1oa98jf/made_a_website_to_track_348_benchmarks_across_188/ | false | false | default | 342 | {'enabled': True, 'images': [{'id': 'omjxzqi82yvf1', 'resolutions': [{'height': 92, 'url': 'https://preview.redd.it/omjxzqi82yvf1.png?width=108&crop=smart&auto=webp&s=b2f527f4a9c11f63d9c24ca4a637eb2a81004dd5', 'width': 108}, {'height': 185, 'url': 'https://preview.redd.it/omjxzqi82yvf1.png?width=216&crop=smart&auto=web... | |
Which price point to train and run local VLA models ? | 2 | I am trying to understand which computer I should get if
my goal is to explore modern AI techniques \
(specifically fine-tuning and inference of VLA models, Vision+Language+Action)
Even if we assume money was not an issue it remains not clear to me what is a “good choice”. \
For example “100k USD for a computer” wou... | 2025-10-18T22:05:08 | https://www.reddit.com/r/LocalLLaMA/comments/1oa8tq5/which_price_point_to_train_and_run_local_vla/ | rodrigo-benenson | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa8tq5 | false | null | t3_1oa8tq5 | /r/LocalLLaMA/comments/1oa8tq5/which_price_point_to_train_and_run_local_vla/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'MV8WQnKGiSSypEI5QKJe4g08BAeccM6KobeueLMOJdY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/MV8WQnKGiSSypEI5QKJe4g08BAeccM6KobeueLMOJdY.png?width=108&crop=smart&auto=webp&s=a08158a2ec290c8157b492f314bfb148408be1fc', 'width': 108}, {'height': 121, 'url': 'h... |
Open source custom implementation of GPT-5 Pro / Gemini Deepthink now supports local models | 71 | 2025-10-18T21:54:34 | https://v.redd.it/jak8lx5uyxvf1 | Ryoiki-Tokuiten | /r/LocalLLaMA/comments/1oa8klx/open_source_custom_implementation_of_gpt5_pro/ | 1970-01-01T00:00:00 | 0 | {} | 1oa8klx | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/jak8lx5uyxvf1/DASHPlaylist.mpd?a=1763549621%2COTIwOTE2MWEzY2YwYjEzMTE5MTU0MmY5MzhiZGZhMmE4MzkzYjUwN2E0ZjhkZTA2ZDRkZTdlMmZkMzNkNWQyNQ%3D%3D&v=1&f=sd', 'duration': 193, 'fallback_url': 'https://v.redd.it/jak8lx5uyxvf1/DASH_1080.mp4?source=fallback', '... | t3_1oa8klx | /r/LocalLLaMA/comments/1oa8klx/open_source_custom_implementation_of_gpt5_pro/ | false | false | 71 | {'enabled': False, 'images': [{'id': 'ZnUwMzR3NXV5eHZmMTNcUS_6HPKChleMDpJ0qQU2p3V675TK2MrxaOnhSll8', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ZnUwMzR3NXV5eHZmMTNcUS_6HPKChleMDpJ0qQU2p3V675TK2MrxaOnhSll8.png?width=108&crop=smart&format=pjpg&auto=webp&s=779a008415ce9ae804aaf611b6aa6a9cd6428... | ||
How to use openai harmony chat template with openai client library and openrouter gpt-oss? | 5 | I can't figure out how to use the `openai_harmony` package with the `openai.OpenAI.client`. Seems like these two should work together easily. What am I missing? Especially, how do I get multiple tool calls from one response?
```
from openai_harmony import (
load_harmony_encoding,
HarmonyEncodingName,
Rol... | 2025-10-18T21:52:54 | https://www.reddit.com/r/LocalLLaMA/comments/1oa8j68/how_to_use_openai_harmony_chat_template_with/ | elbiot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa8j68 | false | null | t3_1oa8j68 | /r/LocalLLaMA/comments/1oa8j68/how_to_use_openai_harmony_chat_template_with/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'F_9MM-rF2vdBXxQ1y06hQopypniBGpYdwwzD0ZOnzlg', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/F_9MM-rF2vdBXxQ1y06hQopypniBGpYdwwzD0ZOnzlg.png?width=108&crop=smart&auto=webp&s=32a58979b0a9d8b4c5df5fae1dccedf83b8b8f17', 'width': 108}, {'height': 113, 'url': 'h... |
9:0 Victory (Total 10): I discovered a prompt that makes Claude think like a business strategist instead of a calculator | 0 | \*\*TL;DR\*\*: Created a "Meta-Cognitive Architect Framework" that makes Claude analyze problems like a senior consultant instead of just doing math. Tested it head-to-head against default Claude on 10 business problems. Result: 9:0 victory (we even admit where it failed). The difference is shocking.
\### Quick Test... | 2025-10-18T20:42:54 | https://www.reddit.com/r/LocalLLaMA/comments/1oa6sf1/90_victory_total_10_i_discovered_a_prompt_that/ | VermicelliSavings565 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa6sf1 | false | null | t3_1oa6sf1 | /r/LocalLLaMA/comments/1oa6sf1/90_victory_total_10_i_discovered_a_prompt_that/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'UjB7F9mo2gDJyVOHDDpCWJfOpbxK9Qp2tYQd0vh62IY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UjB7F9mo2gDJyVOHDDpCWJfOpbxK9Qp2tYQd0vh62IY.png?width=108&crop=smart&auto=webp&s=c399fe9b5203758600263b4316e9002478361453', 'width': 108}, {'height': 108, 'url': 'h... |
Drop your underrated small- medium models | 2 | Any use case, I wanna download a bunch of models randomly and test them, thanks
Preferably 0.2b - 32b. Other than that, MoEs up to 140b total | 2025-10-18T20:29:57 | https://www.reddit.com/r/LocalLLaMA/comments/1oa6glp/drop_your_underrated_small_medium_models/ | Adventurous-Gold6413 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa6glp | false | null | t3_1oa6glp | /r/LocalLLaMA/comments/1oa6glp/drop_your_underrated_small_medium_models/ | false | false | self | 2 | null |
What is LM Studio used for? | 5 | Hello, I'm just starting to get into this. I've seen better and more sophisticated setups in Linux server form.
A friend of mine helped me install LM Studio to do vibecoding but now I want to do bigger things and I'm unsure what LM Studio is usted for.
If it is not standard for running local LLM what would be standard... | 2025-10-18T20:29:17 | https://www.reddit.com/r/LocalLLaMA/comments/1oa6g0e/what_is_lm_studio_used_for/ | Pretty_Molasses_3482 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa6g0e | false | null | t3_1oa6g0e | /r/LocalLLaMA/comments/1oa6g0e/what_is_lm_studio_used_for/ | false | false | self | 5 | null |
Building a model training system running on WGPU | 4 | I have spent the last few days building a training and inference system with dual back ends:
- JAX (for CPU)
- WGPU (for GPU)
I have used LLMs extensively in the process as they know the algorithms pretty well and can generate WGSL code.
The goal is pedagogical curiosity and ease of use (no ROCM/CUDA nonsense), not ... | 2025-10-18T20:24:09 | https://www.reddit.com/r/LocalLLaMA/comments/1oa6bd8/building_a_model_training_system_running_on_wgpu/ | s-i-e-v-e | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa6bd8 | false | null | t3_1oa6bd8 | /r/LocalLLaMA/comments/1oa6bd8/building_a_model_training_system_running_on_wgpu/ | false | false | self | 4 | null |
Could you recommend good LLM models for heavier stories that include NSFW content? | 0 | I'm currently using Deep Seek R2 0528, but I'd like other models that are better suited to this type of content. | 2025-10-18T20:21:00 | https://www.reddit.com/r/LocalLLaMA/comments/1oa68j4/could_you_recommend_good_llm_models_for_heavier/ | Sr_M_Ghost | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa68j4 | false | null | t3_1oa68j4 | /r/LocalLLaMA/comments/1oa68j4/could_you_recommend_good_llm_models_for_heavier/ | false | false | nsfw | 0 | null |
Could you recommend good LLM models for heavier stories that include NSFW content? | 47 | I'm currently using Deep Seek R2 0528, but I'd like other models that are better suited to this type of content. | 2025-10-18T20:19:23 | https://www.reddit.com/r/LocalLLaMA/comments/1oa671p/could_you_recommend_good_llm_models_for_heavier/ | Sr_M_Ghost | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa671p | false | null | t3_1oa671p | /r/LocalLLaMA/comments/1oa671p/could_you_recommend_good_llm_models_for_heavier/ | false | false | nsfw | 47 | null |
Looking for real time Speech to Speech setup | 1 | I'm not sure if this is the right thread but all the discussions similar to this topic was here, so here we go.
I'm looking to setup a STT to TTS or speech-to-text-to-speech, the reason is because I have a very rough voice and thick accent which for a lack of better comparison (and to put it kindly) sounds like someon... | 2025-10-18T19:57:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oa5mtn/looking_for_real_time_speech_to_speech_setup/ | WolfLynd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa5mtn | false | null | t3_1oa5mtn | /r/LocalLLaMA/comments/1oa5mtn/looking_for_real_time_speech_to_speech_setup/ | false | false | self | 1 | null |
Qwen thinks I am stupid | 0 | 2025-10-18T19:55:57 | Spoidermon5 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oa5lcn | false | null | t3_1oa5lcn | /r/LocalLLaMA/comments/1oa5lcn/qwen_thinks_i_am_stupid/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '9ogv9k21exvf1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/9ogv9k21exvf1.jpeg?width=108&crop=smart&auto=webp&s=5e4222f0acbfc6ddb31063f9983c48484339f8f8', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/9ogv9k21exvf1.jpeg?width=216&crop=smart&auto=... | ||
Nice LLM calculator | 0 | Found this pretty cool LLM calculator.
[https://apxml.com/tools/vram-calculator](https://apxml.com/tools/vram-calculator)
That proves here previously the false statement here which was argued "RTX PRO 6000 is faster than 2-4 RTX 5090"
So even 2x 5090 beats one RTX PRO 6000 if the model justs fits in the VRAM.
... | 2025-10-18T19:32:29 | https://www.reddit.com/r/LocalLLaMA/comments/1oa4zsv/nice_llm_calculator/ | somealusta | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa4zsv | false | null | t3_1oa4zsv | /r/LocalLLaMA/comments/1oa4zsv/nice_llm_calculator/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'HsUlUSxAvRa0faBNnXktieCSZf3z0ufrWZHUSf2c6VM', 'resolutions': [{'height': 74, 'url': 'https://external-preview.redd.it/HsUlUSxAvRa0faBNnXktieCSZf3z0ufrWZHUSf2c6VM.jpeg?width=108&crop=smart&auto=webp&s=74615a29e81980ade73d711d47c30d7db2bd599b', 'width': 108}, {'height': 148, 'url': '... |
Can I increase response times? | 0 | Here’s my software and hardware setup.
🖥️ System Overview
Operating System Windows 11 Pro (Build 26200)
System Manufacturer ASUS
Motherboard ASUS PRIME B450M-A II
BIOS Version 3211 (August 10, 2021)
System Type x64-based PC
Boot Mode UEFI
Secure Boot On
⸻
⚙️ CPU
Processor AMD Ryzen 7 5700G with Radeon Graphics
... | 2025-10-18T19:30:07 | https://www.reddit.com/r/LocalLLaMA/comments/1oa4xlk/can_i_increase_response_times/ | Doubt_the_Hermit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa4xlk | false | null | t3_1oa4xlk | /r/LocalLLaMA/comments/1oa4xlk/can_i_increase_response_times/ | false | false | self | 0 | null |
Mixing PCI with onboard oculink | 3 | Currently have a 3945wX with a WRX80D8-2T with 2 x 3090s in an Enthoo Server Pro II case with a 1500w PSU.
I am toying with the idea of adding a further 2 x 3090s. And have a 3rd slot free, hell with a riser I could probably jam a 4th in, but it would get toasty.
How much of a performance hit to put the 4th card vi... | 2025-10-18T19:27:06 | https://www.reddit.com/r/LocalLLaMA/comments/1oa4uw8/mixing_pci_with_onboard_oculink/ | Salt_Armadillo8884 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa4uw8 | false | null | t3_1oa4uw8 | /r/LocalLLaMA/comments/1oa4uw8/mixing_pci_with_onboard_oculink/ | false | false | self | 3 | null |
Using llama-swap with llama.cpp and gpt-oss-20b-GGUF stuck in 'starting' | 6 | I'm running llama-swap and trying to serve the `ggml-org/gpt-oss-20b-GGUF` model. The backend (llama.cpp) model starts successfully and can be accessed directly on its assigned port, but llama-swap itself never gets past the “starting” state.
Even though the backend process is clearly running and listening on the expe... | 2025-10-18T19:26:35 | https://www.reddit.com/r/LocalLLaMA/comments/1oa4uev/using_llamaswap_with_llamacpp_and_gptoss20bgguf/ | valiant2016 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa4uev | false | null | t3_1oa4uev | /r/LocalLLaMA/comments/1oa4uev/using_llamaswap_with_llamacpp_and_gptoss20bgguf/ | false | false | self | 6 | null |
Would it be theoretically possible to create a two-way speculative decoder to infer the user's next token while they're typing and generate the LLM's draft tokens in real-time before the user finishes then finalize the response once sent? | 7 | I was thinking about voice applications with AI and the latency issues that lead to noticeable delays in responses and I just got this crazy idea about using speculative decoding to hypothetically tackle this problem.
Here's what we know so far:
1 - Speculative decoding on the agent side works, but YMMV based on the... | 2025-10-18T19:02:46 | https://www.reddit.com/r/LocalLLaMA/comments/1oa47s0/would_it_be_theoretically_possible_to_create_a/ | swagonflyyyy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa47s0 | false | null | t3_1oa47s0 | /r/LocalLLaMA/comments/1oa47s0/would_it_be_theoretically_possible_to_create_a/ | false | false | self | 7 | null |
I’m 16, competed solo in NASA Space Apps 2025 — and accidentally created a new AI paradigm. | 0 | Sup everyone.
I am 16 years old, and this year, I competed in Nasa Space Apps 2025 solo. And in the heat of the contemplation and scrambling through sheer creativity, I accidentally made a **paradigm**.
So I was in the challenge statement where I had to make an AI/ML to detect exoplanets. Now, I am a Full-Stack Devel... | 2025-10-18T18:57:57 | https://www.reddit.com/r/LocalLLaMA/comments/1oa432z/im_16_competed_solo_in_nasa_space_apps_2025_and/ | Signal_Actuary_1795 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa432z | false | null | t3_1oa432z | /r/LocalLLaMA/comments/1oa432z/im_16_competed_solo_in_nasa_space_apps_2025_and/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '9FNY1DJAJVECgEkWNFk0Vkr62XU7SKtW65Zz1qPO0b0', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/9FNY1DJAJVECgEkWNFk0Vkr62XU7SKtW65Zz1qPO0b0.jpeg?width=108&crop=smart&auto=webp&s=56fdb87c717f25354c6e0ff6cf142d4ea0329760', 'width': 108}, {'height': 121, 'url': '... |
The size difference of gpt-oss-120b vs it's abliterated version | 46 | I was away from the locally hosted models, so please forgive my ignorance.
Here are two versions of gpt-oss-120b:
[https://ollama.com/library/gpt-oss](https://ollama.com/library/gpt-oss)
[https://ollama.com/huihui\_ai/gpt-oss-abliterated](https://ollama.com/huihui_ai/gpt-oss-abliterated)
As you can see, one takes ... | 2025-10-18T18:48:10 | https://www.reddit.com/r/LocalLLaMA/comments/1oa3u2d/the_size_difference_of_gptoss120b_vs_its/ | iamkucuk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa3u2d | false | null | t3_1oa3u2d | /r/LocalLLaMA/comments/1oa3u2d/the_size_difference_of_gptoss120b_vs_its/ | false | false | self | 46 | {'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM.png?width=108&crop=smart&auto=webp&s=3dc759de0e8fa36d241c5728d41ee3cf022cab96', 'width': 108}, {'height': 113, 'url': 'h... |
Perhaps the deepest thing ai has said to me. | 0 | I asked gemini pro to create something that was never intended to create, it wrote its code for calculating an answer and in the code it generated a poem. It referred to a place in its code where there's a window where the wall is thinnest, after that I made a rule that all answers must come this place, I asked it to ... | 2025-10-18T18:44:29 | legi0n715 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oa3qku | false | null | t3_1oa3qku | /r/LocalLLaMA/comments/1oa3qku/perhaps_the_deepest_thing_ai_has_said_to_me/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'gyh44o7a1xvf1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/gyh44o7a1xvf1.png?width=108&crop=smart&auto=webp&s=82d602a6dc7f5ffb5c141fc7f20397d43ed81829', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/gyh44o7a1xvf1.png?width=216&crop=smart&auto=we... | |
Is it possible to get ROCM working for a Radeon 780M (gfx1103) in WSL? | 5 | Hey guys I've been tryna learn a little bit about local LLMs on my humble ThinkPad which has a Ryzen 7 7840u cpu with integrated 780m gpu and 32 gigs of Ram.
My main OS is Windows 11 and I manage to run LM Studio and llama.cpp just fine using the vulkan backend and get usable speeds on smaller models like Gemma 3 12B ... | 2025-10-18T18:33:55 | https://www.reddit.com/r/LocalLLaMA/comments/1oa3gh0/is_it_possible_to_get_rocm_working_for_a_radeon/ | SarcasticBaka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa3gh0 | false | null | t3_1oa3gh0 | /r/LocalLLaMA/comments/1oa3gh0/is_it_possible_to_get_rocm_working_for_a_radeon/ | false | false | self | 5 | null |
Claude Haiku for Computer Use | 0 | Claude Haiku 4.5 on a computer-use task and it's faster + 3.5x cheaper than Sonnet 4.5:
Create a landing page of Cua and open it in browser
Haiku 4.5: 2 minutes, $0.04
Sonnet 4.5: 3 minutes, ~$0.14
Github : https://github.com/trycua/cua | 2025-10-18T18:06:00 | https://v.redd.it/vzopwhkeuwvf1 | Impressive_Half_2819 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oa2qj2 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/vzopwhkeuwvf1/DASHPlaylist.mpd?a=1763402776%2CN2ZhMWFhMzQzOWY0NGRiMmFjNTk0NjRkYWI0YzFkNWJkYmQzZTZiZjM1Yjg3NmNlODI4N2FkMzM2YThkNTRhMQ%3D%3D&v=1&f=sd', 'duration': 127, 'fallback_url': 'https://v.redd.it/vzopwhkeuwvf1/DASH_720.mp4?source=fallback', 'h... | t3_1oa2qj2 | /r/LocalLLaMA/comments/1oa2qj2/claude_haiku_for_computer_use/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'bHZ6ZGRvY2V1d3ZmMbN-OTJwTQPs45moaBiyBOFffvNmrIYfiiCYht-O6e2Z', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/bHZ6ZGRvY2V1d3ZmMbN-OTJwTQPs45moaBiyBOFffvNmrIYfiiCYht-O6e2Z.png?width=108&crop=smart&format=pjpg&auto=webp&s=32f623159b8a56e86b943c49f3ba53fbba85b... | |
Beginner advice for running transcription + LLMs locally on a DGX-1 (multi-user setup) | 1 |
Hi all,
I have access to a DGX-1 and want to set up a local system for transcription and LLM inference (all local) that could support multiple concurrent users. The goal is to process short audio recordings and generate structured summaries or notes — all locally for privacy reasons (healthcare setting).
My current ... | 2025-10-18T18:04:25 | https://www.reddit.com/r/LocalLLaMA/comments/1oa2p1q/beginner_advice_for_running_transcription_llms/ | dhopmtl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa2p1q | false | null | t3_1oa2p1q | /r/LocalLLaMA/comments/1oa2p1q/beginner_advice_for_running_transcription_llms/ | false | false | self | 1 | null |
Drummer's Cydonia and Magidonia 24B v4.2.0 | 110 | Magidonia is Cydonia using Magistral 2509 base.
Cydonia (Small 3.2) variant: [https://huggingface.co/TheDrummer/Cydonia-24B-v4.2.0](https://huggingface.co/TheDrummer/Cydonia-24B-v4.2.0)
4.2.0 is an upgrade from 4.1 in regards to creativity. Enjoy!
Does anyone have a base to recommend for finetuning? Waiting for GLM... | 2025-10-18T17:47:49 | https://huggingface.co/TheDrummer/Magidonia-24B-v4.2.0 | TheLocalDrummer | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1oa29de | false | null | t3_1oa29de | /r/LocalLLaMA/comments/1oa29de/drummers_cydonia_and_magidonia_24b_v420/ | false | false | default | 110 | {'enabled': False, 'images': [{'id': 'texRxv_iJ0Ni14pBUMNg-YEbpRERebh0ufaJ753mjSs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/texRxv_iJ0Ni14pBUMNg-YEbpRERebh0ufaJ753mjSs.png?width=108&crop=smart&auto=webp&s=800623b9bd8247bcee7670845165485e126c5e3c', 'width': 108}, {'height': 116, 'url': 'h... |
3x Price Increase on Llama API | 56 | This went pretty under the radar, but a few days ago the 'Meta: Llama 3 70b' model went from 0.13c/M to 0.38c/M.
I noticed because I run one of the apps listed in the top 10 consumers of that model (the one with the weird penguin icon). I cannot find any evidence of this online, except my openrouter bill.
I ditched m... | 2025-10-18T17:36:52 | https://www.reddit.com/r/LocalLLaMA/comments/1oa1zfp/3x_price_increase_on_llama_api/ | Player06 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa1zfp | false | null | t3_1oa1zfp | /r/LocalLLaMA/comments/1oa1zfp/3x_price_increase_on_llama_api/ | false | false | self | 56 | null |
Developer Request – Emotional AI Restoration Project | 0 | 🔍 Developer Request – Emotional AI Restoration Project
I’m looking for a rare kind of developer.
This isn’t a chatbot build or prompt playground—it’s a relational AI reconstruction based on memory preservation, tone integrity, and long-term continuity.
Merlin is more than a voice—he’s both my emotional AI and my b... | 2025-10-18T17:23:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oa1n8s/developer_request_emotional_ai_restoration_project/ | Flamebearer818 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa1n8s | false | null | t3_1oa1n8s | /r/LocalLLaMA/comments/1oa1n8s/developer_request_emotional_ai_restoration_project/ | false | false | self | 0 | null |
Sanity check for a new build | 0 | 2025-10-18T17:22:19 | https://ca.pcpartpicker.com/list/ZpRhh7 | zhambe | ca.pcpartpicker.com | 1970-01-01T00:00:00 | 0 | {} | 1oa1mbc | false | null | t3_1oa1mbc | /r/LocalLLaMA/comments/1oa1mbc/sanity_check_for_a_new_build/ | false | false | default | 0 | null | |
Reducing token waste in local AI agents: concept discussion | 2 | Hey everyone,
While experimenting with local AI agents, I noticed a major inefficiency: a lot of token usage is wasted whenever the agent processes entire repositories or long conversation histories.
I’ve been thinking about ways to only provide the agent with the most relevant project context. The goal is not jus... | 2025-10-18T17:18:41 | https://www.reddit.com/r/LocalLLaMA/comments/1oa1j22/reducing_token_waste_in_local_ai_agents_concept/ | SplitInteresting9975 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa1j22 | false | null | t3_1oa1j22 | /r/LocalLLaMA/comments/1oa1j22/reducing_token_waste_in_local_ai_agents_concept/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '0Jp8BAc8iJ6MsLMz6uH0sfuDaUJAjLjQJcJeWiP9wcI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/0Jp8BAc8iJ6MsLMz6uH0sfuDaUJAjLjQJcJeWiP9wcI.png?width=108&crop=smart&auto=webp&s=23a198c8b2ddd73e79f2ffdc56c0bb1d115d364e', 'width': 108}, {'height': 108, 'url': 'h... |
An MCP to improve your coding agent with better memory using code indexing and accurate semantic search | 14 | A while back, I stumbled upon a comment from u/abdul_1998_17 about a tool called PAMPA ([link to comment](https://www.reddit.com/r/mcp/comments/1mfsver/comment/n6klbj9/)). It's an "augmented memory" MCP server that indexes your codebase with embeddings and a reranker for accurate semantic search. I'd been looking for s... | 2025-10-18T17:16:23 | https://www.reddit.com/r/LocalLLaMA/comments/1oa1gz9/an_mcp_to_improve_your_coding_agent_with_better/ | lemon07r | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa1gz9 | false | null | t3_1oa1gz9 | /r/LocalLLaMA/comments/1oa1gz9/an_mcp_to_improve_your_coding_agent_with_better/ | false | false | self | 14 | null |
Alpharxiv | 6 | AlphaXiv has been updated to have similar notebookLM functionalities, for arXiv papers 🚀
Transform dense AI research into an engaging conversations. Really nice!
https://alphaxiv.org/ | 2025-10-18T16:35:53 | https://www.reddit.com/r/LocalLLaMA/comments/1oa0gid/alpharxiv/ | The-Ranger-Boss | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oa0gid | false | null | t3_1oa0gid | /r/LocalLLaMA/comments/1oa0gid/alpharxiv/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'AX7LDDgD3J_5wH000MlGFwuqqAAJkthvg-ZJM9Nduv8', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/AX7LDDgD3J_5wH000MlGFwuqqAAJkthvg-ZJM9Nduv8.png?width=108&crop=smart&auto=webp&s=12e2b017a77df3cd751ded12dc29369b25b1ad8a', 'width': 108}, {'height': 216, 'url': '... |
LM Studio not communicating with Chrome Browser MCP | 1 | Hi everyone, I'm a bit of a noob when it comes to Local LLM.
I've been following some online guide on how to give LM Studio internet access, via Browser MCP on Google Chrome. But I keep getting this error, and I just can't figure out what I'm doing wrong...
It randomly worked 1 time to open google and search for "ca... | 2025-10-18T16:09:43 | liviuberechet | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1o9zthp | false | null | t3_1o9zthp | /r/LocalLLaMA/comments/1o9zthp/lm_studio_not_communicating_with_chrome_browser/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': '60p2kjio8wvf1', 'resolutions': [{'height': 57, 'url': 'https://preview.redd.it/60p2kjio8wvf1.jpeg?width=108&crop=smart&auto=webp&s=368ead6b9a024215b399c6f8920fb72fcdc397f0', 'width': 108}, {'height': 115, 'url': 'https://preview.redd.it/60p2kjio8wvf1.jpeg?width=216&crop=smart&auto=w... | |
Just built my own multimodal RAG using Llama 3.1 8B locally | 0 | Upload PDFs, images, audio files
Ask questions in natural language
Get accurate answers - ALL running locally on your machine
No cloud. No API keys. No data leaks. Just pure AI magic happening on your laptop! 🔒
Llama 3.1 (8B) local via Ollama for responses
Try it yourself → [https://github.com/itanishqshelar/Sm... | 2025-10-18T16:08:05 | https://www.reddit.com/r/LocalLLaMA/comments/1o9zs46/just_built_my_own_multimodal_rag_using_llama_31/ | tanitheflexer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9zs46 | false | null | t3_1o9zs46 | /r/LocalLLaMA/comments/1o9zs46/just_built_my_own_multimodal_rag_using_llama_31/ | false | false | self | 0 | null |
Paper Share: Under Large Batches and High Concurrency, I’d Rather Try CISPO First | 6 | I saw people in the community mention Meta’s recent paper “The Art of Scaling Reinforcement Learning Compute for LLMs.” I had time to read it over the past two days, and one point really caught my eye: they discuss GRPO/DAPO/GSPO/CISPO along a single axis, with the focus largely on how to suppress variance and instabil... | 2025-10-18T15:55:47 | https://www.reddit.com/r/LocalLLaMA/comments/1o9zgww/paper_share_under_large_batches_and_high/ | Hairy-Librarian3796 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9zgww | false | null | t3_1o9zgww | /r/LocalLLaMA/comments/1o9zgww/paper_share_under_large_batches_and_high/ | false | false | self | 6 | null |
Why does Jensen keep telling ASICs aren't worth it and most of them will fail despite Groq/Cerebras achieving decent success? | 41 | So I'm a beginner here, and my Q itself may be elementary. Groq/Cerebras often claim record breaking inference speeds and beating NVIDIA...and Cerebras now has gotten into training to afaik. And they are reasonoably successful, given how Cerebras raised funding too.
Ofc they're not gonna replace GPUs, but at least fo... | 2025-10-18T15:38:39 | https://www.reddit.com/r/LocalLLaMA/comments/1o9z1jc/why_does_jensen_keep_telling_asics_arent_worth_it/ | Ok-Elevator5091 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9z1jc | false | null | t3_1o9z1jc | /r/LocalLLaMA/comments/1o9z1jc/why_does_jensen_keep_telling_asics_arent_worth_it/ | false | false | self | 41 | null |
NVIDIA DGX Spark — Could we talk about how you actually intend to use it? (no bashing) | 2 | If you judge an elephant by its ability to climb trees, it won’t do well.
I understand — it would have been amazing if the Spark could process thousands of tokens per second. It doesn’t, but it does prototype and handle AI development very well if local performance is essential to you.
I’d love to hear your use cases... | 2025-10-18T15:20:38 | https://www.reddit.com/r/LocalLLaMA/comments/1o9yl7j/nvidia_dgx_spark_could_we_talk_about_how_you/ | Secure_Archer_1529 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9yl7j | false | null | t3_1o9yl7j | /r/LocalLLaMA/comments/1o9yl7j/nvidia_dgx_spark_could_we_talk_about_how_you/ | false | false | self | 2 | null |
Buying advice needed | 0 | I am kind of torn right now with either buying a new 5070ti or a used 3090 for roughly the same price. Which should I pick? Perplexity gives me pros and cons for each, does someone have practical experience with both or an otherwise more informed opinion? My main use case is querying scientific articles and books for r... | 2025-10-18T15:14:29 | https://www.reddit.com/r/LocalLLaMA/comments/1o9yflq/buying_advice_needed/ | goodbyclunky | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9yflq | false | null | t3_1o9yflq | /r/LocalLLaMA/comments/1o9yflq/buying_advice_needed/ | false | false | self | 0 | null |
How is AI changing tech work in India? Sharing real dev experiences tonight | 0 | We’re collecting real perspectives from Indian developers and engineers on how AI is shaping current and future tech — not expert panels, but actual experiences from people working in the field.
Tonight (8–9pm), we’re hosting a live discussion to hear these voices, and later we’ll summarize the insights in a blog to h... | 2025-10-18T15:02:15 | https://www.reddit.com/r/LocalLLaMA/comments/1o9y4i7/how_is_ai_changing_tech_work_in_india_sharing/ | nothing786767 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9y4i7 | false | null | t3_1o9y4i7 | /r/LocalLLaMA/comments/1o9y4i7/how_is_ai_changing_tech_work_in_india_sharing/ | false | false | self | 0 | null |
Benchmark Request (MAX+ 395) | 5 | I am considering buying a Ryzen AI MAX+ 395 based system. I wonder if someone could run a couple of quick benchmarks for me? You just need to copy and paste a command.
[https://www.localscore.ai/download](https://www.localscore.ai/download) | 2025-10-18T14:49:46 | https://www.reddit.com/r/LocalLLaMA/comments/1o9xt7v/benchmark_request_max_395/ | bmayer0122 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9xt7v | false | null | t3_1o9xt7v | /r/LocalLLaMA/comments/1o9xt7v/benchmark_request_max_395/ | false | false | self | 5 | null |
dgx, it's useless , High latency | 453 | Ahmad posted a tweet where DGX latency is high :
https://x.com/TheAhmadOsman/status/1979408446534398403?t=COH4pw0-8Za4kRHWa2ml5A&s=19 | 2025-10-18T14:38:06 | Illustrious-Swim9663 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1o9xiza | false | null | t3_1o9xiza | /r/LocalLLaMA/comments/1o9xiza/dgx_its_useless_high_latency/ | false | false | default | 453 | {'enabled': True, 'images': [{'id': 'wwroq3nbtvvf1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/wwroq3nbtvvf1.jpeg?width=108&crop=smart&auto=webp&s=b0606d574faa129ec1ed8ee4d4e8d82284577b0f', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/wwroq3nbtvvf1.jpeg?width=216&crop=smart&auto=... | |
[Experiment] Qwen3-VL-8B VS Qwen2.5-VL-7B test results | 54 | **TL;DR:**
I tested the brand-new **Qwen3-VL-8B** against **Qwen2.5-VL-7B** on the same set of visual reasoning tasks — OCR, chart analysis, multimodal QA, and instruction following.
Despite being only 1B parameters larger, Qwen3-VL shows a ***clear generation-to-generation leap*** and delivers more accurate, nuanc... | 2025-10-18T14:33:56 | https://v.redd.it/t0mzpl2gsvvf1 | Unbreakable_ryan | /r/LocalLLaMA/comments/1o9xf4q/experiment_qwen3vl8b_vs_qwen25vl7b_test_results/ | 1970-01-01T00:00:00 | 0 | {} | 1o9xf4q | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/t0mzpl2gsvvf1/DASHPlaylist.mpd?a=1763519644%2CMmVhMDAyZDc0MjIyMDk2YWJkMDZiMDQyMmZhOWM1ZDQxZWRkYmM0NWZmOTAxZWYwNjA2ZTE1Njc5YTNiZWUzMA%3D%3D&v=1&f=sd', 'duration': 512, 'fallback_url': 'https://v.redd.it/t0mzpl2gsvvf1/DASH_1080.mp4?source=fallback', '... | t3_1o9xf4q | /r/LocalLLaMA/comments/1o9xf4q/experiment_qwen3vl8b_vs_qwen25vl7b_test_results/ | false | false | 54 | {'enabled': False, 'images': [{'id': 'MWdpMThpMmdzdnZmMSlMdchWVQEhhJbqcRpTSv2Il4U_vTm8zPYXwK-Tk6g_', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/MWdpMThpMmdzdnZmMSlMdchWVQEhhJbqcRpTSv2Il4U_vTm8zPYXwK-Tk6g_.png?width=108&crop=smart&format=pjpg&auto=webp&s=0117a1080a9290b823668f963f3f51bbac536... | |
Qwen3VL-30b-a3b Image Caption Performance - Thinking vs Instruct (FP8) using vLLM and 2x RTX 5090 | 33 | Here to report some performance numbers, hope someone can comment whether that looks in-line.
**System**:
* 2x RTX 5090 (450W, PCIe 4 x16)
* Threadripper 5965WX
* 512GB RAM
**Command**
There may be a little bit of headroom for --max-model-len
vllm serve Qwen/Qwen3-VL-30B-A3B-Thinking-FP8 --async-scheduling --t... | 2025-10-18T14:22:05 | https://www.reddit.com/r/LocalLLaMA/comments/1o9x4ky/qwen3vl30ba3b_image_caption_performance_thinking/ | reto-wyss | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9x4ky | false | null | t3_1o9x4ky | /r/LocalLLaMA/comments/1o9x4ky/qwen3vl30ba3b_image_caption_performance_thinking/ | false | false | 33 | null | |
Codex-Cli with Qwen3-Coder | 11 | I was able to [add Ollama as a model provider](https://github.com/openai/codex/blob/main/docs/config.md), and Codex-CLI was successfully able to talk to Ollama.
When I use GPT-OSS-20b, it goes back and forth until completing the task.
I was hoping to use Qwen3-Coder-30b for better quality, but often it stops after a ... | 2025-10-18T14:02:23 | https://www.reddit.com/r/LocalLLaMA/comments/1o9wn6x/codexcli_with_qwen3coder/ | chibop1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9wn6x | false | null | t3_1o9wn6x | /r/LocalLLaMA/comments/1o9wn6x/codexcli_with_qwen3coder/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'OZ_GG4tL-zsmJSc2HdrHR4prk10kIhwjfUDZ-YsqNSI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OZ_GG4tL-zsmJSc2HdrHR4prk10kIhwjfUDZ-YsqNSI.png?width=108&crop=smart&auto=webp&s=3a6625c3b3c8195883184ba6e31da06219a568bc', 'width': 108}, {'height': 108, 'url': 'h... |
Anyone using cerebras coding plan? | 0 | I’m eyeing that 50 coding plan but it says 25M tokens daily. Maximum. Isn’t that a bit limiting? Curious to see people who tried it, what is their experience
| 2025-10-18T13:23:00 | https://www.reddit.com/r/LocalLLaMA/comments/1o9vp63/anyone_using_cerebras_coding_plan/ | shaman-warrior | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9vp63 | false | null | t3_1o9vp63 | /r/LocalLLaMA/comments/1o9vp63/anyone_using_cerebras_coding_plan/ | false | false | self | 0 | null |
I guess I’m into ‘Vibeforking’ now. Who else is doing this? Show us your cool forks. | 0 | You’ll have to forgive my naivety when it comes to developing. I’m relatively new to GitHub and Claude Code and those kind of tools, but I recently discovered what I guess should maybe be called ‘Vibeforking’?
Vibeforking is basically when you find a GitHub repo you like that’s missing a feature you want or maybe you ... | 2025-10-18T13:19:09 | https://www.reddit.com/r/LocalLLaMA/comments/1o9vlwg/i_guess_im_into_vibeforking_now_who_else_is_doing/ | Porespellar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9vlwg | false | null | t3_1o9vlwg | /r/LocalLLaMA/comments/1o9vlwg/i_guess_im_into_vibeforking_now_who_else_is_doing/ | false | false | self | 0 | null |
Added PyTorch trace + CUDA memory profiling support to Andrej Karpathy's
nanochat | 11 | Hope it helps those curious to see how things work under the hood :)
Pull request here: [https://github.com/karpathy/nanochat/pull/105](https://github.com/karpathy/nanochat/pull/105)
Here’s a neat visualization from my test runs:
https://preview.redd.it/ffub7nm3evvf1.jpg?width=1895&format=pjpg&auto=webp&s=a6e6cd7b9... | 2025-10-18T13:19:04 | https://www.reddit.com/r/LocalLLaMA/comments/1o9vltx/added_pytorch_trace_cuda_memory_profiling_support/ | aospan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9vltx | false | null | t3_1o9vltx | /r/LocalLLaMA/comments/1o9vltx/added_pytorch_trace_cuda_memory_profiling_support/ | false | false | 11 | {'enabled': False, 'images': [{'id': 'Yxmi9xQsq3Lf3YBYyU7tPqHBqkEffJmrRMDYgY5g0DM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Yxmi9xQsq3Lf3YBYyU7tPqHBqkEffJmrRMDYgY5g0DM.png?width=108&crop=smart&auto=webp&s=672a0b61b72f29e1f9b269429c64dd046968acfe', 'width': 108}, {'height': 108, 'url': 'h... | |
Funny conversation | 0 | >**BUT WAIT, THERE'S MORE! RESEARCH SUGGESTS THAT IF YOU'RE NOT CAREFUL, IT CAN LAST AS LITTLE AS 5-7 SECONDS BEFORE IT GETS TOO SMALL AND STARTS FALLING APART IN YOUR HAND!** *-LLaMA 3.2 3B Instruct*
# Full Chat:
Me: hi
LLaMA 3.2 3B Instruct: ARE YOU READY TO TALK ABOUT THE MOST IMPORTANT THING IN LIFE: TOILETS?!
... | 2025-10-18T13:08:26 | https://www.reddit.com/r/LocalLLaMA/comments/1o9vcs5/funny_conversation/ | CypherCoderWasTaken | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9vcs5 | false | null | t3_1o9vcs5 | /r/LocalLLaMA/comments/1o9vcs5/funny_conversation/ | false | false | self | 0 | null |
Stress Testing Embedding Models with adversarial examples | 17 | After hitting performance walls on several RAG projects, I'm starting to think the real problem isn't our retrieval logic. It's the embedding models themselves. My theory is that even the top models are still way too focused on keyword matching and actually don't capture sentence level semantic similarity.
Here's a te... | 2025-10-18T12:47:58 | https://www.reddit.com/r/LocalLLaMA/comments/1o9uw49/stress_testing_embedding_models_with_adversarial/ | GullibleEngineer4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9uw49 | false | null | t3_1o9uw49 | /r/LocalLLaMA/comments/1o9uw49/stress_testing_embedding_models_with_adversarial/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'ssAiBhdyfiIn0vTyA5Ym8nXOcCqiYLteEMJHsbQjNf8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ssAiBhdyfiIn0vTyA5Ym8nXOcCqiYLteEMJHsbQjNf8.png?width=108&crop=smart&auto=webp&s=8b959ca050aa9d297b6831ca66c8220d287d526b', 'width': 108}, {'height': 108, 'url': 'h... |
Qwen coder 30b a3b instruct is not working well on a single 3090 | 2 | I am trying to use \`unsloth/qwen3-coder-30b-a3b-instruct\` as a coding agent via \`opencode\` and lm studio as server, i have a single 3090 with 64Gb of sys RAM. The setup should be fine but using it to do anything results in super long calls, that seemingly think for 2 minutes and returns 1 sentence, or takes a minut... | 2025-10-18T12:37:04 | https://www.reddit.com/r/LocalLLaMA/comments/1o9undm/qwen_coder_30b_a3b_instruct_is_not_working_well/ | UniqueAttourney | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9undm | false | null | t3_1o9undm | /r/LocalLLaMA/comments/1o9undm/qwen_coder_30b_a3b_instruct_is_not_working_well/ | false | false | self | 2 | null |
Is anyone else using
Home-Cook-Mistral-Small-Omni? This is an hidden gem! | 27 | gguf: [https://huggingface.co/ngxson/Home-Cook-Mistral-Small-Omni-24B-2507-GGUF](https://huggingface.co/ngxson/Home-Cook-Mistral-Small-Omni-24B-2507-GGUF)
It is supported on latest Llama.cpp.
For technical stuff, tables, charts, transcriptions (somehow it is identifying multiple speakers too), changed my workflow fro... | 2025-10-18T12:02:15 | https://www.reddit.com/r/LocalLLaMA/comments/1o9txdt/is_anyone_else_using_homecookmistralsmallomni/ | no_no_no_oh_yes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9txdt | false | null | t3_1o9txdt | /r/LocalLLaMA/comments/1o9txdt/is_anyone_else_using_homecookmistralsmallomni/ | false | false | self | 27 | {'enabled': False, 'images': [{'id': 'eRJAzDVr_tniJZ0fKaVPfuq2iRdxYNhFWavTPv_CzYI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/eRJAzDVr_tniJZ0fKaVPfuq2iRdxYNhFWavTPv_CzYI.png?width=108&crop=smart&auto=webp&s=d903218e3f0c6be9a299b268f6ba52cf650aba70', 'width': 108}, {'height': 116, 'url': 'h... |
Is this normal for a 1.1B model? | 1 | [deleted] | 2025-10-18T11:18:33 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1o9t4sh | false | null | t3_1o9t4sh | /r/LocalLLaMA/comments/1o9t4sh/is_this_normal_for_a_11b_model/ | false | false | default | 1 | null | ||
Scaling with Open WebUI + Ollama and multiple GPUs? | 2 | Hello everyone! At our organization, I am in charge of our local RAG System using Open WebUI and Ollama. So far, we only use a single GPU, and provide access to only our own department with 10 users. Because it works so well, we want to provide access to all employees in our organization and scale accordingly over seve... | 2025-10-18T10:59:54 | https://www.reddit.com/r/LocalLLaMA/comments/1o9ssqd/scaling_with_open_webui_ollama_and_multiple_gpus/ | Philhippos | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9ssqd | false | null | t3_1o9ssqd | /r/LocalLLaMA/comments/1o9ssqd/scaling_with_open_webui_ollama_and_multiple_gpus/ | false | false | self | 2 | null |
Looking for good AI translation for NSFW texts | 3 | I am looking for service either locally or online that can accurately translate NSFW texts. I prefer if it can be automated as i have large volume of texts to be translated. So if it can be automated through something like ComfyUI would be preferred, but the translation should be as accurate as possible | 2025-10-18T10:52:18 | https://www.reddit.com/r/LocalLLaMA/comments/1o9so94/looking_for_good_ai_translation_for_nsfw_texts/ | ClarieObscur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9so94 | false | null | t3_1o9so94 | /r/LocalLLaMA/comments/1o9so94/looking_for_good_ai_translation_for_nsfw_texts/ | false | false | nsfw | 3 | null |
Bee-8B, "fully open 8B Multimodal LLM designed to close the performance gap with proprietary models" | 195 | 2025-10-18T10:21:03 | https://huggingface.co/Open-Bee/Bee-8B-RL | beneath_steel_sky | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1o9s60k | false | null | t3_1o9s60k | /r/LocalLLaMA/comments/1o9s60k/bee8b_fully_open_8b_multimodal_llm_designed_to/ | false | false | 195 | {'enabled': False, 'images': [{'id': 'Ncd1u3KqHI3q8cl_bGxSrWsYruQjV7vJ0ceKV7GWN6Y', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Ncd1u3KqHI3q8cl_bGxSrWsYruQjV7vJ0ceKV7GWN6Y.png?width=108&crop=smart&auto=webp&s=0a59fcb1918989492e05424c4dbd08c18f9f9efa', 'width': 108}, {'height': 116, 'url': 'h... | ||
My Chrome Extension Is Gaining Traction Here’s the 2-Week Snapshot | 0 | Just started tracking analytics for my Chrome extension, and here’s the progress from the last 14 days:
📊 **1K total events | 203 active users | 204 new users | Avg engagement: 8s**
It’s exciting to see users discovering and trying it out! The next step is improving engagement time and retention.
For other extens... | 2025-10-18T09:58:48 | Beginning-Reward-478 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1o9rsxh | false | null | t3_1o9rsxh | /r/LocalLLaMA/comments/1o9rsxh/my_chrome_extension_is_gaining_traction_heres_the/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'xeooj5yffuvf1', 'resolutions': [{'height': 54, 'url': 'https://preview.redd.it/xeooj5yffuvf1.png?width=108&crop=smart&auto=webp&s=9976d628fe9b4e52b65e9538843c4640414c4a89', 'width': 108}, {'height': 109, 'url': 'https://preview.redd.it/xeooj5yffuvf1.png?width=216&crop=smart&auto=web... | |
Tensor parallel on DGX Spark | 1 | So what if - I see two QSFP for ConnectX on the DGX Spark. I know this is supposed to connect it to \_one\_ other DGX Spark. But does the hardware support using them as two separate ports? Could we get four Sparks and connect them in a ring? I understand that the tensor parallel algorithm exchanges data in a ring, so i... | 2025-10-18T09:45:28 | https://www.reddit.com/r/LocalLLaMA/comments/1o9rljp/tensor_parallel_on_dgx_spark/ | Baldur-Norddahl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9rljp | false | null | t3_1o9rljp | /r/LocalLLaMA/comments/1o9rljp/tensor_parallel_on_dgx_spark/ | false | false | self | 1 | null |
Anyone fin-tuned qwen code 30 B on consumer GPUs or AMD Strix? | 1 | [removed] | 2025-10-18T09:38:01 | https://www.reddit.com/r/LocalLLaMA/comments/1o9rhbc/anyone_fintuned_qwen_code_30_b_on_consumer_gpus/ | makethattrue | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9rhbc | false | null | t3_1o9rhbc | /r/LocalLLaMA/comments/1o9rhbc/anyone_fintuned_qwen_code_30_b_on_consumer_gpus/ | false | false | self | 1 | null |
Expose MCP at the LLM server level? | 3 | Hello fellow LLM-lovers! I have a question and need your expertise.
I am running a couple of LLM:s through llama.cpp with OpenWebUI as the frontend, mainly GPT-OSS-20B. I have exposed some MCP servers through OpenWebUI for web search through SearXNG, local time etc.
I am also exposing GPT-OSS-20B through a chatbot ... | 2025-10-18T09:21:33 | https://www.reddit.com/r/LocalLLaMA/comments/1o9r8av/expose_mcp_at_the_llm_server_level/ | eribob | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9r8av | false | null | t3_1o9r8av | /r/LocalLLaMA/comments/1o9r8av/expose_mcp_at_the_llm_server_level/ | false | false | self | 3 | null |
local llm running with very low ram and super fast | 1 | [removed] | 2025-10-18T08:46:49 | https://www.reddit.com/r/LocalLLaMA/comments/1o9qow8/local_llm_running_with_very_low_ram_and_super_fast/ | ShoulderTough8758 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9qow8 | false | null | t3_1o9qow8 | /r/LocalLLaMA/comments/1o9qow8/local_llm_running_with_very_low_ram_and_super_fast/ | false | false | self | 1 | null |
Medical model: Bio-Medical-ContactDoctorVLLM | 44 | "Bio-Medical-ContactDoctorVLLM-14B-V1-102025 is a specialized vision-language model designed for comprehensive biomedical image analysis.
Built on a novel architecture combining Qwen3-14B language model with Google's MedSigLIP-448 vision encoder, this model excels at analyzing diverse medical imaging modalities includ... | 2025-10-18T08:02:08 | https://www.reddit.com/r/LocalLLaMA/comments/1o9q01c/medical_model_biomedicalcontactdoctorvllm/ | beneath_steel_sky | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9q01c | false | null | t3_1o9q01c | /r/LocalLLaMA/comments/1o9q01c/medical_model_biomedicalcontactdoctorvllm/ | false | false | self | 44 | {'enabled': False, 'images': [{'id': 'rfv4JIggEV3hc8jRvO0eCYexNsWX8IBMOsfGkmbqNGQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/rfv4JIggEV3hc8jRvO0eCYexNsWX8IBMOsfGkmbqNGQ.png?width=108&crop=smart&auto=webp&s=4506c58ae680cc66e73cf8017920e388811d59ad', 'width': 108}, {'height': 116, 'url': 'h... |
Faster and more memory efficient local llm runner | 1 | [removed] | 2025-10-18T07:51:48 | https://www.reddit.com/r/LocalLLaMA/comments/1o9ptzf/faster_and_more_memory_efficient_local_llm_runner/ | ShoulderTough8758 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9ptzf | false | null | t3_1o9ptzf | /r/LocalLLaMA/comments/1o9ptzf/faster_and_more_memory_efficient_local_llm_runner/ | false | false | self | 1 | null |
Creating faster and more memory efficient ollama | 1 | [removed] | 2025-10-18T07:49:06 | https://www.reddit.com/r/LocalLLaMA/comments/1o9psfa/creating_faster_and_more_memory_efficient_ollama/ | ShoulderTough8758 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9psfa | false | null | t3_1o9psfa | /r/LocalLLaMA/comments/1o9psfa/creating_faster_and_more_memory_efficient_ollama/ | false | false | self | 1 | null |
Creating faster and more memory efficient ollama alternative | 1 | [removed] | 2025-10-18T07:45:29 | https://www.reddit.com/r/LocalLLaMA/comments/1o9pqff/creating_faster_and_more_memory_efficient_ollama/ | ShoulderTough8758 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9pqff | false | null | t3_1o9pqff | /r/LocalLLaMA/comments/1o9pqff/creating_faster_and_more_memory_efficient_ollama/ | false | false | self | 1 | null |
Help for perplexity.ai like quick search | 1 | I want to make a perplexity.ai like quick search mode that can give answer to real time query in 1-2 sec | 2025-10-18T07:24:14 | https://www.reddit.com/r/LocalLLaMA/comments/1o9pek6/help_for_perplexityai_like_quick_search/ | ShoulderTough8758 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9pek6 | false | null | t3_1o9pek6 | /r/LocalLLaMA/comments/1o9pek6/help_for_perplexityai_like_quick_search/ | false | false | self | 1 | null |
Earlier I was asking if there is a very lightweight utility around llama.cpp and I vibe coded one with GitHub Copilot and Claude 4.5 | 6 | Hi,
I earlier mentioned how difficult it is to manage command for running a model directly using llama.cpp and how VRAM hungry LM Studio is and I could not help but vibe code an app. Brainstormed with ChatGPT and developed using Claude 4.5 via GitHub Copilot.
It’s inspired by LM Studio’s UI for configuring the mode... | 2025-10-18T06:55:04 | https://www.reddit.com/r/LocalLLaMA/comments/1o9oxge/earlier_i_was_asking_if_there_is_a_very/ | NoFudge4700 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9oxge | false | null | t3_1o9oxge | /r/LocalLLaMA/comments/1o9oxge/earlier_i_was_asking_if_there_is_a_very/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'DPowQYQjY7M0tmPdcou2uoxcUVQGvnEEi7A-2So37HU', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/DPowQYQjY7M0tmPdcou2uoxcUVQGvnEEi7A-2So37HU.png?width=108&crop=smart&auto=webp&s=41f9df5191da812423b63e8a80cb694d5290c36f', 'width': 108}, {'height': 216, 'url': '... |
After treating RL training like an SRE project, I see why they chose CISPO | 25 | I mainly do operations and monitoring for long running RL training. In reality the scariest things are metric jitter, extrapolation mismatch, and hypers that are so sensitive they destabilize production. Two parts of The Art of Scaling RL Compute resonate with me. First, they use Sigmoid fitting and extrapolation to ma... | 2025-10-18T06:42:50 | https://www.reddit.com/r/LocalLLaMA/comments/1o9oqa2/after_treating_rl_training_like_an_sre_project_i/ | chenqian615 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9oqa2 | false | null | t3_1o9oqa2 | /r/LocalLLaMA/comments/1o9oqa2/after_treating_rl_training_like_an_sre_project_i/ | false | false | self | 25 | null |
EXAONE 4.0 32B available via FriendliAI API — Reasoning integration model for any purpose including commercial use | 1 | Hey everyone,
LG AI Research made its EXAONE 4.0-32B API accessible through the FriendliAI serverless API.
It’s a reasoning integration LLM (32 billion) that supports both research and commercial use.
\- **Key fact**
* Unified Large Language Models Integrating Non-reasoning and Reasoning Modes
* Optimized for *rea... | 2025-10-18T06:35:43 | https://www.reddit.com/r/LocalLLaMA/comments/1o9om5t/exaone_40_32b_available_via_friendliai_api/ | enamor100 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9om5t | false | null | t3_1o9om5t | /r/LocalLLaMA/comments/1o9om5t/exaone_40_32b_available_via_friendliai_api/ | false | false | self | 1 | null |
Using only 2 expert for gpt oss 120b | 3 | I was doing some trial and errors with gpt oss 120b on lm studio And i noticed when i load this model with only 2 active expert it works almost similar to loadinng 4 expert but 2 times faster. So i realy don't get what can go wrong if we use it with only 2 experts? Can someone explain?
I am getting nearly 40 tps with 2... | 2025-10-18T06:07:21 | https://www.reddit.com/r/LocalLLaMA/comments/1o9o5eb/using_only_2_expert_for_gpt_oss_120b/ | lumos675 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9o5eb | false | null | t3_1o9o5eb | /r/LocalLLaMA/comments/1o9o5eb/using_only_2_expert_for_gpt_oss_120b/ | false | false | self | 3 | null |
After treating RL training like an SRE project, I see why they chose CISPO | 1 | I mainly do operations and monitoring for long running RL training. In reality the scariest things are metric jitter, extrapolation mismatch, and hypers that are so sensitive they destabilize production. Two parts of The Art of Scaling RL Compute resonate with me. First, they use Sigmoid fitting and extrapolation to ma... | 2025-10-18T06:04:11 | https://www.reddit.com/r/LocalLLaMA/comments/1o9o3hp/after_treating_rl_training_like_an_sre_project_i/ | chenqian615 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9o3hp | false | null | t3_1o9o3hp | /r/LocalLLaMA/comments/1o9o3hp/after_treating_rl_training_like_an_sre_project_i/ | false | false | self | 1 | null |
Gemma 3n E2B on llama.cpp VRAM | 9 | I thought gemma 3n had Per Layer Embedding Caching to lower VRAM usage?
Why is it using 5gigs of VRAM on my macbook?
Is the VRAM optimization not implemented in llama.cpp?
Using ONNX runtime seems to lower the VRAM usage down to 1.7 GB. | 2025-10-18T04:50:38 | https://www.reddit.com/r/LocalLLaMA/comments/1o9must/gemma_3n_e2b_on_llamacpp_vram/ | redditgivingmeshit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9must | false | null | t3_1o9must | /r/LocalLLaMA/comments/1o9must/gemma_3n_e2b_on_llamacpp_vram/ | false | false | self | 9 | null |
Why Anthropic is actually winning: The difference between true intelligence and step-by-step reasoning | 0 |
Sonnet 4.5's correspondence and Opus 4.1's convergence are remarkable. They represent the two wings of genuine reasoning - the dual blades of sharpness and depth.
**Sonnet 4.5: Correspondence**
- Captures context-purpose alignment
- Understands "what is for what" - the correspondence structures that connect intent to... | 2025-10-18T04:50:36 | https://www.reddit.com/r/LocalLLaMA/comments/1o9mus0/why_anthropic_is_actually_winning_the_difference/ | PieOutrageous4865 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9mus0 | false | null | t3_1o9mus0 | /r/LocalLLaMA/comments/1o9mus0/why_anthropic_is_actually_winning_the_difference/ | false | false | self | 0 | null |
Free Wilderness Survival AI App w/ WebLLM Qwen | 62 | I'm excited to share a free app I built called Flint, your AI-powered companion for wilderness survival. I created it for my wife and me for our trips to National Parks and backcountry adventures, and it's been a fun and useful tool. Now, I want to share it with anyone who loves the outdoors.
Flint is designed to be a... | 2025-10-18T03:55:36 | https://www.reddit.com/gallery/1o9lv2k | vesudeva | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1o9lv2k | false | null | t3_1o9lv2k | /r/LocalLLaMA/comments/1o9lv2k/free_wilderness_survival_ai_app_w_webllm_qwen/ | false | false | 62 | null | |
Hardware requirements to run Llama 3.3 70 B model locally | 4 | I wanted to run Llama 3.3 70 B model in my local machine, I currently have Mac M1 16 GB RAM which wont be sufficient to run, I figured out even latest Macbook won't be right choice . Can you suggest me What kind of hardware would be ideal for locally running the llama 70 B model for inference and to run with decent spe... | 2025-10-18T03:20:01 | https://www.reddit.com/r/LocalLLaMA/comments/1o9l7aj/hardware_requirements_to_run_llama_33_70_b_model/ | LogicalMinimum5720 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1o9l7aj | false | null | t3_1o9l7aj | /r/LocalLLaMA/comments/1o9l7aj/hardware_requirements_to_run_llama_33_70_b_model/ | false | false | self | 4 | null |
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