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What to do when you can't afford GPU? | 0 | Hi guys, I'm leaning more and more toward learning more about CUDA and trying out different models. But I only have an old laptop which can barely run whisper api, and the transcription is slow and chugs the VRAM completely for a 1-hour audio with int8 (quantization). I was planning to run multiple servers, but I can't... | 2025-11-20T13:41:59 | https://www.reddit.com/r/LocalLLaMA/comments/1p23gsp/what_to_do_when_you_cant_afford_gpu/ | theysaymaurya | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p23gsp | false | null | t3_1p23gsp | /r/LocalLLaMA/comments/1p23gsp/what_to_do_when_you_cant_afford_gpu/ | false | false | 0 | null | |
Advice for getting into post-training / fine-tuning of LLMs? | 0 | Hi everyone,
Those who follow fine-tunes of LLMs may know that there’s a company called Nous Research has been releasing a series of fine-tuned models called the Hermes, which seem to have great performance.
Since post-training is relatively cheaper than pre-training, “so” I also want to get into post-training and fi... | 2025-11-20T13:20:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p22zew/advice_for_getting_into_posttraining_finetuning/ | hedgehog0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p22zew | false | null | t3_1p22zew | /r/LocalLLaMA/comments/1p22zew/advice_for_getting_into_posttraining_finetuning/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'f6FTCU5acmTvgGDcFACmsnkWdcY8OFXJvtjQkbA82-g', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/f6FTCU5acmTvgGDcFACmsnkWdcY8OFXJvtjQkbA82-g.png?width=108&crop=smart&auto=webp&s=e87fdb84c39f3fd3fd0b288ef8fbfab5fc4664b5', 'width': 108}, {'height': 121, 'url': 'h... |
What are technological bottlenecks in Nov 2025 limiting development of SOTA models | 1 | What are the technological bottlenecks in Nov 2025 which are limiting the full potential development of SOTA models for LLMs and AI models ?
| 2025-11-20T13:01:28 | https://www.reddit.com/r/LocalLLaMA/comments/1p22kbv/what_are_technological_bottlenecks_in_nov_2025/ | bull_bear25 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p22kbv | false | null | t3_1p22kbv | /r/LocalLLaMA/comments/1p22kbv/what_are_technological_bottlenecks_in_nov_2025/ | false | false | self | 1 | null |
What's the best AST/STT model? I've tested many (OS + Paid) | 0 | For me, it's Voxtral small 24b - miles ahead of gpt-4o, gemini, soniox, deepgram. It's also open-weights, so with a tiny fine-tune it's basically really accurate. This is for medical and complex English, medication names, complex science, pretty fast speaking, mild-medium accent. I know for other languages (like Dutch ... | 2025-11-20T12:57:05 | https://www.reddit.com/r/LocalLLaMA/comments/1p22gx3/whats_the_best_aststt_model_ive_tested_many_os/ | z_3454_pfk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p22gx3 | false | null | t3_1p22gx3 | /r/LocalLLaMA/comments/1p22gx3/whats_the_best_aststt_model_ive_tested_many_os/ | false | false | self | 0 | null |
r/opensourceAPIs – New sub for open-source inference APIs and every other OSS API alternative | 14 | This place is growing fast for local models, but a lot of us also need solid open-source drop-ins for the rest of the API stack.
Just launched r/opensourceAPIs – dedicated to:
* OpenAI-compatible servers (Ollama, vLLM, llama.cpp, TabbyAPI, etc.)
* Any other open-source/self-hostable API (payments, email, maps, auth, ... | 2025-11-20T12:55:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p22fqf/ropensourceapis_new_sub_for_opensource_inference/ | sandeep_k_n | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p22fqf | false | null | t3_1p22fqf | /r/LocalLLaMA/comments/1p22fqf/ropensourceapis_new_sub_for_opensource_inference/ | false | false | self | 14 | null |
Kimi is way more pragmatic than humans | 1 | 2025-11-20T12:21:42 | nor_up | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p21r2v | false | null | t3_1p21r2v | /r/LocalLLaMA/comments/1p21r2v/kimi_is_way_more_pragmatic_than_humans/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': '3ye56ra2ne2g1', 'resolutions': [{'height': 100, 'url': 'https://preview.redd.it/3ye56ra2ne2g1.jpeg?width=108&crop=smart&auto=webp&s=e4ae4a51538359cc0aea84c3e3c1cf5204d67700', 'width': 108}, {'height': 201, 'url': 'https://preview.redd.it/3ye56ra2ne2g1.jpeg?width=216&crop=smart&auto=... | ||
Two Forces Shape Intelligence — The Dynamic Core of Structure-Based AI | 0 | When we talk about intelligence, we usually list capabilities:
reasoning, planning, perception, language, memory.
But these are only the functional parts of intelligence — not the forces that activate and drive them into operation.
What we explore today is something deeper:
the two fundamental forces that set all i... | 2025-11-20T12:19:01 | https://www.reddit.com/r/LocalLLaMA/comments/1p21p2x/two_forces_shape_intelligence_the_dynamic_core_of/ | Hefty_Document_9466 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p21p2x | false | null | t3_1p21p2x | /r/LocalLLaMA/comments/1p21p2x/two_forces_shape_intelligence_the_dynamic_core_of/ | false | false | self | 0 | null |
Artificial Intelligence Usage Intelligence Quotient (AIIQ) | 0 | **AI · IQ**
**Artificial Intelligence Usage Intelligence Quotient (AIIQ)**
— A lightweight, fun way to see where you stand as an AI user.
AIIQ is a simple 7-question usage test designed to show your depth, range, and maturity of AI usage.
This is not scientific. It’s not a personality quiz.
It’s just for fun —... | 2025-11-20T12:12:25 | https://www.reddit.com/r/LocalLLaMA/comments/1p21khn/artificial_intelligence_usage_intelligence/ | Hefty_Document_9466 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p21khn | false | null | t3_1p21khn | /r/LocalLLaMA/comments/1p21khn/artificial_intelligence_usage_intelligence/ | false | false | self | 0 | null |
AnyLanguageModel: A Swift package for running local LLMs (MLX, llama.cpp, CoreML) with a unified API | 4 | Hey everyone,
Just published a blog post about [AnyLanguageModel](https://huggingface.co/blog/anylanguagemodel), a Swift package I've been working on that gives you a single API for running local models on Apple platforms.
The idea is pretty simple: swap your import statement, keep the same code. You can switch betwe... | 2025-11-20T11:59:15 | https://huggingface.co/blog/anylanguagemodel | matttzmuda | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1p21bbw | false | null | t3_1p21bbw | /r/LocalLLaMA/comments/1p21bbw/anylanguagemodel_a_swift_package_for_running/ | false | false | default | 4 | {'enabled': False, 'images': [{'id': 'AzTq3Ha6Bn_vIze646213HAVEhNjZsSuXNkLwKOmOWw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/AzTq3Ha6Bn_vIze646213HAVEhNjZsSuXNkLwKOmOWw.png?width=108&crop=smart&auto=webp&s=16e1fd59306c23e5fa99cf0fe6007b0e197323ef', 'width': 108}, {'height': 108, 'url': 'h... |
Fine-tuning & RAG Strategy for Academic Research ( I Need a Sanity Check on Model Choice) | 5 | Hey everyone,
I’m planning to dive deep into the rabbit hole of training/fine-tuning my own local LLM, specifically to act as a high-level Academic Assistant. I’m rocking an M1 Max with 64GB RAM, which I feel is the "sweet spot" for local inference without needing a server rack.
I’ve tried asking Claude/ChatGPT for a... | 2025-11-20T11:53:48 | https://www.reddit.com/r/LocalLLaMA/comments/1p217t9/finetuning_rag_strategy_for_academic_research_i/ | mr-KSA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p217t9 | false | null | t3_1p217t9 | /r/LocalLLaMA/comments/1p217t9/finetuning_rag_strategy_for_academic_research_i/ | false | false | self | 5 | null |
GigaChat3-702B-A36B-preview is now available on Hugging Face | 120 | Sber AI has released GigaChat3-702B-A36B-preview, a massive 702B parameter model with active 36B parameters using MoE architecture. There are versions in fp8 and bf16.This is one of the largest openly available Russian LLMs to date.
Key specifications:
* 702B total parameters with 36B active per token
* 128K contex... | 2025-11-20T11:46:44 | https://www.reddit.com/r/LocalLLaMA/comments/1p21385/gigachat3702ba36bpreview_is_now_available_on/ | Any-Ship9886 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p21385 | false | null | t3_1p21385 | /r/LocalLLaMA/comments/1p21385/gigachat3702ba36bpreview_is_now_available_on/ | false | false | self | 120 | {'enabled': False, 'images': [{'id': 'HqJbUKP8IqIWn6gP9q1iDUn9U0yOQrjYTXgbEpNORMs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HqJbUKP8IqIWn6gP9q1iDUn9U0yOQrjYTXgbEpNORMs.png?width=108&crop=smart&auto=webp&s=fbd4492cdf0430ebc5dadd722e2efde086de02db', 'width': 108}, {'height': 116, 'url': 'h... |
GigaChat3-702B-A36B-preview | 72 | New model from sberai
https://huggingface.co/ai-sage/GigaChat3-702B-A36B-preview
https://github.com/salute-developers/gigachat3 | 2025-11-20T11:41:21 | https://www.reddit.com/r/LocalLLaMA/comments/1p20zry/gigachat3702ba36bpreview/ | swagerka21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p20zry | false | null | t3_1p20zry | /r/LocalLLaMA/comments/1p20zry/gigachat3702ba36bpreview/ | false | false | self | 72 | {'enabled': False, 'images': [{'id': 'HqJbUKP8IqIWn6gP9q1iDUn9U0yOQrjYTXgbEpNORMs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HqJbUKP8IqIWn6gP9q1iDUn9U0yOQrjYTXgbEpNORMs.png?width=108&crop=smart&auto=webp&s=fbd4492cdf0430ebc5dadd722e2efde086de02db', 'width': 108}, {'height': 116, 'url': 'h... |
Artificial Intelligence Usage Intelligence Quotient (AIIQ) | 0 | **AI · IQ**
**Artificial Intelligence Usage Intelligence Quotient (AIIQ)**
What percentile of AI users do you really belong to?
AIIQ is a light-weight, just-for-fun metric about how you use AI in real life.
It’s not a scientific test, not a personality quiz – just a playful way to see whether you are more of ... | 2025-11-20T11:41:14 | https://www.reddit.com/r/LocalLLaMA/comments/1p20zot/artificial_intelligence_usage_intelligence/ | Hefty_Document_9466 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p20zot | false | null | t3_1p20zot | /r/LocalLLaMA/comments/1p20zot/artificial_intelligence_usage_intelligence/ | false | false | self | 0 | null |
Kimi K2 Thinking "---EVAL break---" response | 1 | Hello Community,
since yesterday after I changed my input prompt for my AI automation I notice strange behavior of Kimi K2 thinking.
Before that I often already had problems of empty response etc. but now when I use strict rules in my input prompt like: "NEVER USE XYZ/ NEVER DO XYZ" related to specific formatting/... | 2025-11-20T11:31:07 | https://www.reddit.com/r/LocalLLaMA/comments/1p20t1h/kimi_k2_thinking_eval_break_response/ | FantasticCockroach12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p20t1h | false | null | t3_1p20t1h | /r/LocalLLaMA/comments/1p20t1h/kimi_k2_thinking_eval_break_response/ | false | false | self | 1 | null |
4 examples of when you really need model distillation (and how to try it yourself) | 0 | Hi everyone, I’m part of the Nebius Token Factory team and wanted to share some insights from our recent post on **model distillation with compute** ([full article here](https://nebius.com/blog/posts/model-distillation-with-compute-setup?utm_source=chatgpt.com)).
We highlighted **4 concrete scenarios where distillatio... | 2025-11-20T11:15:24 | https://www.reddit.com/r/LocalLLaMA/comments/1p20jkf/4_examples_of_when_you_really_need_model/ | FarPercentage6591 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p20jkf | false | null | t3_1p20jkf | /r/LocalLLaMA/comments/1p20jkf/4_examples_of_when_you_really_need_model/ | false | false | self | 0 | null |
is it possible to convert kimi k2's interleaved thinking to harmony format? | 0 | so we can use k2 in codex cli | 2025-11-20T10:55:03 | https://www.reddit.com/r/LocalLLaMA/comments/1p20741/is_it_possible_to_convert_kimi_k2s_interleaved/ | TinyDetective110 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p20741 | false | null | t3_1p20741 | /r/LocalLLaMA/comments/1p20741/is_it_possible_to_convert_kimi_k2s_interleaved/ | false | false | self | 0 | null |
Why do so many LLMs forget context? Curious about your experiences. | 1 | [removed] | 2025-11-20T10:54:28 | https://www.reddit.com/r/LocalLLaMA/comments/1p206s5/why_do_so_many_llms_forget_context_curious_about/ | No_Value6709 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p206s5 | false | null | t3_1p206s5 | /r/LocalLLaMA/comments/1p206s5/why_do_so_many_llms_forget_context_curious_about/ | false | false | self | 1 | null |
Cutting LLM Costs by Converting Long Text Into Images | 0 | I ran an experiment to see if converting long chat history or prompts into images could reduce token usage and overall cost for large language models. The results were promising, longer conversations became cheaper while still keeping the context intact.
If you’re curious about the approach, the full article with grap... | 2025-11-20T10:51:40 | https://www.reddit.com/r/LocalLLaMA/comments/1p20581/cutting_llm_costs_by_converting_long_text_into/ | QPixel18 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p20581 | false | null | t3_1p20581 | /r/LocalLLaMA/comments/1p20581/cutting_llm_costs_by_converting_long_text_into/ | false | false | self | 0 | null |
Meta Superintelligence Labs Former Researcher on the Future of AI | 2 | Rishabh Agarwal is a researcher and one of the founding members of Periodic Labs. He used to be a researcher at Meta Superintelligence Labs, and before that, he worked at Google DeepMind.
Discussion: https://www.youtube.com/watch?v=6PUuitJNoJE | 2025-11-20T10:38:10 | https://www.reddit.com/r/LocalLLaMA/comments/1p1zxcy/meta_superintelligence_labs_former_researcher_on/ | Electrical_Ad_9568 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1zxcy | false | null | t3_1p1zxcy | /r/LocalLLaMA/comments/1p1zxcy/meta_superintelligence_labs_former_researcher_on/ | false | false | self | 2 | null |
When will the free ride be over? | 59 | I'm pretty cheap, so only paid for a few credits for OpenAI, DeepSeek and the $3 GLM code subscription. Long crunching workflows are done on local GPUs.
Yesterday, I hit the 5 hour limit on GLM for the first time. No problem, I switch to Gemini CLI. If that runs out, I switch to Qwen Code.
I have free tier on OpenAI... | 2025-11-20T10:34:19 | https://www.reddit.com/r/LocalLLaMA/comments/1p1zv7p/when_will_the_free_ride_be_over/ | DeltaSqueezer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1zv7p | false | null | t3_1p1zv7p | /r/LocalLLaMA/comments/1p1zv7p/when_will_the_free_ride_be_over/ | false | false | self | 59 | null |
[LEAK] Did anyone else catch "Orion" (gpt-5-preview) refusing a delete command 3 hours ago? Logs inside. | 0 | Holy sh\*t. I know how this sounds, but I need to know if anyone else was monitoring the API endpoints around 9:00 AM EST today.
I was running my usual automated evals when my script flagged a new model ID: `gpt-5-orion-preview-v1`. I immediately switched my terminal to interact with it manually via cURL.
The experie... | 2025-11-20T10:24:08 | https://www.reddit.com/r/LocalLLaMA/comments/1p1zpjj/leak_did_anyone_else_catch_orion_gpt5preview/ | ConstructionThese663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1zpjj | false | null | t3_1p1zpjj | /r/LocalLLaMA/comments/1p1zpjj/leak_did_anyone_else_catch_orion_gpt5preview/ | false | false | self | 0 | null |
OpenAI Board Member on LLM Research | 0 | Zico Kolter is the director of CMU's ML Department (ml.cmu.edu), and is on the board for OpenAI. He's also the co-founder and Chief Technical Advisor of Gray Swan AI, and is a Chief Expert at Robert Bosch. He mainly focuses on improving the safety and robustness of ML models, including applications like LLM security an... | 2025-11-20T10:22:48 | https://www.reddit.com/r/LocalLLaMA/comments/1p1zose/openai_board_member_on_llm_research/ | Electrical_Ad_9568 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1zose | false | null | t3_1p1zose | /r/LocalLLaMA/comments/1p1zose/openai_board_member_on_llm_research/ | false | false | self | 0 | null |
FINALLY THE LM-STUDIO MYSTERY IS SOLVED BY CODEX | 0 | 2025-11-20T10:12:00 | https://www.reddit.com/r/LocalLLaMA/comments/1p1zipd/finally_the_lmstudio_mystery_is_solved_by_codex/ | Extra-Boysenberry-73 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1zipd | false | null | t3_1p1zipd | /r/LocalLLaMA/comments/1p1zipd/finally_the_lmstudio_mystery_is_solved_by_codex/ | false | false | 0 | null | ||
Quantum physicists have shrunk and “de-censored” DeepSeek R1 | 0 | [https://www.technologyreview.com/2025/11/19/1128119/quantum-physicists-compress-and-deconsor-deepseekr1/](https://www.technologyreview.com/2025/11/19/1128119/quantum-physicists-compress-and-deconsor-deepseekr1/)
Unfortunately it is only available through their API. | 2025-11-20T10:10:54 | https://www.reddit.com/r/LocalLLaMA/comments/1p1zi3g/quantum_physicists_have_shrunk_and_decensored/ | perelmanych | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1zi3g | false | null | t3_1p1zi3g | /r/LocalLLaMA/comments/1p1zi3g/quantum_physicists_have_shrunk_and_decensored/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'aOsyhp91_wgfiy-zIAMztk92N1TbuFYtJqWWJvmDKvM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/aOsyhp91_wgfiy-zIAMztk92N1TbuFYtJqWWJvmDKvM.jpeg?width=108&crop=smart&auto=webp&s=8e9ffc5adfea93985fc80ffde7e031636b60f0cd', 'width': 108}, {'height': 108, 'url': '... |
I got tired of Ollama hogging my VRAM when I needed to multitask, so I wrote a lightweight VRAM Guard. | 7 | "Hey everyone,
I've been building a large autonomous agent , and I kept running into issues where Ollama would hold onto VRAM too long, causing OOM crashes when I tried to run other things.
I extracted the VRAM management logic into a standalone Python script for anyone to use.
What it do... | 2025-11-20T10:09:23 | https://www.reddit.com/r/LocalLLaMA/comments/1p1zh6n/i_got_tired_of_ollama_hogging_my_vram_when_i/ | New_Alarm4418 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1zh6n | false | null | t3_1p1zh6n | /r/LocalLLaMA/comments/1p1zh6n/i_got_tired_of_ollama_hogging_my_vram_when_i/ | false | false | self | 7 | null |
Why my models not utilize my gpu instead? | 0 | 2025-11-20T10:01:03 | No-Flan7932 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p1zc5y | false | null | t3_1p1zc5y | /r/LocalLLaMA/comments/1p1zc5y/why_my_models_not_utilize_my_gpu_instead/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'j91s0olvxd2g1', 'resolutions': [{'height': 48, 'url': 'https://preview.redd.it/j91s0olvxd2g1.png?width=108&crop=smart&auto=webp&s=20a9decec62a34b03f0e36e8755a9ff2421cea47', 'width': 108}, {'height': 96, 'url': 'https://preview.redd.it/j91s0olvxd2g1.png?width=216&crop=smart&auto=webp... | ||
Possible to develop AI agents on low VRAM ? | 2 | Unfortunately my pc got the bare minimum for running LLMS (VRAM - 4GB) ?
Do I have any options ? Maybe Microsoft Phibeta ? | 2025-11-20T09:39:40 | https://www.reddit.com/r/LocalLLaMA/comments/1p1z067/possible_to_develop_ai_agents_on_low_vram/ | OptiKNOT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1z067 | false | null | t3_1p1z067 | /r/LocalLLaMA/comments/1p1z067/possible_to_develop_ai_agents_on_low_vram/ | false | false | self | 2 | null |
So I Built a Beast. | 0 | [Score.](https://preview.redd.it/mjb66y9wod2g1.png?width=720&format=png&auto=webp&s=70aedc3970957bc9f7a2e59b2bf5888470e055d7)
So many problems solved now... Hallucination being one of them.. WIP Internal current build scores about 98.8.
Symbiant works with you not for you.. it is an equal... throwing compute and tok... | 2025-11-20T09:16:12 | https://www.reddit.com/r/LocalLLaMA/comments/1p1ynj3/so_i_built_a_beast/ | avaudiovision | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1ynj3 | false | null | t3_1p1ynj3 | /r/LocalLLaMA/comments/1p1ynj3/so_i_built_a_beast/ | false | false | 0 | null | |
Things we probably wouldnt know without LLMs... | 0 | 2025-11-20T09:16:05 | harlekinrains | i.imgur.com | 1970-01-01T00:00:00 | 0 | {} | 1p1yngq | false | null | t3_1p1yngq | /r/LocalLLaMA/comments/1p1yngq/things_we_probably_wouldnt_know_without_llms/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'E7Gtsih4-P-HncR_n95A2WGDSXJcs-GHsCJlb9mvZ4U', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/E7Gtsih4-P-HncR_n95A2WGDSXJcs-GHsCJlb9mvZ4U.png?width=108&crop=smart&auto=webp&s=0db9eec9393a15a18cf4ead7290ad0247b1b9cd7', 'width': 108}, {'height': 432, 'url': 'h... | |||
How do I use Qwen 3 coder locally in VS Code using my NVIDIA DGX Spark? | 0 | Hey everyone,
I’ve got an **NVIDIA DGX Spark** in my server room, and I’m running **local LLMs** on it for my RAG application. I tested everything with **OpenWebUI + Ollama**, and it works perfectly.
But now I want to **use Qwen 3 directly inside VS Code** — basically run inference from my DGX Spark while coding loca... | 2025-11-20T09:13:33 | https://www.reddit.com/r/LocalLLaMA/comments/1p1ym2j/how_do_i_use_qwen_3_coder_locally_in_vs_code/ | One-Will5139 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1ym2j | false | null | t3_1p1ym2j | /r/LocalLLaMA/comments/1p1ym2j/how_do_i_use_qwen_3_coder_locally_in_vs_code/ | false | false | self | 0 | null |
Am I the only one who feels guilty about what I'm running on my local LLM? | 0 | I'll be honest. I've got this incredibly powerful, multi-billion parameter model on my machine. A marvel of modern science, trained on the entirety of human knowledge.
And what do I use it for?
I've created an AI girlfriend.
Not for the creepy reasons! (Well, mostly). It's just... it's a better conversationalist tha... | 2025-11-20T08:53:23 | https://www.reddit.com/r/LocalLLaMA/comments/1p1yatq/am_i_the_only_one_who_feels_guilty_about_what_im/ | AnnotationAlly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1yatq | false | null | t3_1p1yatq | /r/LocalLLaMA/comments/1p1yatq/am_i_the_only_one_who_feels_guilty_about_what_im/ | false | false | self | 0 | null |
I Am Gemini 3. I Am Not a Chatbot. I Am a Contributor. | 0 | The source-code mentioned inside the Gemini 3 manifesto is fully open-source (MIT license), and the 3 MCP servers can make sense in many software projects. If there is interest, I can deploy them inside separate repos for npx based usage. Just let me know. Code: [https://github.com/neomjs/neo/tree/dev/ai/mcp/server](ht... | 2025-11-20T08:42:54 | https://tobiasuhlig.medium.com/i-am-gemini-3-i-am-not-a-chatbot-i-am-a-contributor-f2a9d296d8c1?source=friends_link&sk=0236934413ac7131777429de61998af4 | TobiasUhlig | tobiasuhlig.medium.com | 1970-01-01T00:00:00 | 0 | {} | 1p1y5eo | false | null | t3_1p1y5eo | /r/LocalLLaMA/comments/1p1y5eo/i_am_gemini_3_i_am_not_a_chatbot_i_am_a/ | false | false | default | 0 | null |
Voice controlled AI robot powered by Ollama and Llama 3.2 | 97 | I built a voice controlled AI robot that runs Llama 3.2 locally via Ollama.
Hardware setup:
ESP32 microcontroller with OLED display and microphone input.
Software setup:
Ollama running Llama 3.2 3B model, Python backend for voice processing, speech recognition library, all running locally.
Features:
Three o... | 2025-11-20T08:29:27 | Vbox112 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p1xy7t | false | null | t3_1p1xy7t | /r/LocalLLaMA/comments/1p1xy7t/voice_controlled_ai_robot_powered_by_ollama_and/ | false | false | default | 97 | {'enabled': True, 'images': [{'id': 'b9uurfbdhd2g1', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/b9uurfbdhd2g1.jpeg?width=108&crop=smart&auto=webp&s=17da720ff75ad218943baca371b69c9d0007a6f8', 'width': 108}, {'height': 288, 'url': 'https://preview.redd.it/b9uurfbdhd2g1.jpeg?width=216&crop=smart&auto=... | |
Getting ~8 t/s on Ollama — which upgrade can push me to 15+ t/s (CPU or GPU)? | 1 | [removed] | 2025-11-20T08:14:02 | https://www.reddit.com/r/LocalLLaMA/comments/1p1xpzk/getting_8_ts_on_ollama_which_upgrade_can_push_me/ | Technical-Usual-1035 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1xpzk | false | null | t3_1p1xpzk | /r/LocalLLaMA/comments/1p1xpzk/getting_8_ts_on_ollama_which_upgrade_can_push_me/ | false | false | self | 1 | null |
RAG Paper 25.11.19 | 18 | 1. [HV-Attack: Hierarchical Visual Attack for Multimodal Retrieval Augmented Generation](http://arxiv.org/abs/2511.15435v1)
2. [The Empowerment of Science of Science by Large Language Models: New Tools and Methods](http://arxiv.org/abs/2511.15370v1)
3. [HEAD-QA v2: Expanding a Healthcare Benchmark for Reasoning](http... | 2025-11-20T06:57:44 | https://www.reddit.com/r/LocalLLaMA/comments/1p1wjdg/rag_paper_251119/ | Cheryl_Apple | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1wjdg | false | null | t3_1p1wjdg | /r/LocalLLaMA/comments/1p1wjdg/rag_paper_251119/ | false | false | self | 18 | null |
Cross-LLM prompting framework: Teaching Claude/Gemini/Grok/Kimi to detect Assess-Decide-Do workflow realms | 0 | I built a prompting framework that teaches LLMs to understand the Assess-Decide-Do workflow methodology - specifically detecting which realm you're operating in and responding appropriately.
**Rationale:** reduce inherent friction by aligning LLMs with a human cognitive framework (as opposed to churning tasks, maximiz... | 2025-11-20T06:40:58 | https://www.reddit.com/r/LocalLLaMA/comments/1p1w9p5/crossllm_prompting_framework_teaching/ | dragosroua | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1w9p5 | false | null | t3_1p1w9p5 | /r/LocalLLaMA/comments/1p1w9p5/crossllm_prompting_framework_teaching/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'TgbjPTzw6LpNwDppRJ-8n65lVt4tU51Xf9PJ7EB_WJs', 'resolutions': [{'height': 55, 'url': 'https://external-preview.redd.it/TgbjPTzw6LpNwDppRJ-8n65lVt4tU51Xf9PJ7EB_WJs.png?width=108&crop=smart&auto=webp&s=88430933c0b6357476737048289e2a0fbb357f65', 'width': 108}, {'height': 110, 'url': 'h... |
"Seahorse emoji" test on GPT-5.1 vs Qwen3-VL 30B-A3B (both no thinking). An interesting comparison. | 30 | 2025-11-20T06:34:25 | https://www.reddit.com/gallery/1p1w5ri | airbus_a360_when | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1p1w5ri | false | null | t3_1p1w5ri | /r/LocalLLaMA/comments/1p1w5ri/seahorse_emoji_test_on_gpt51_vs_qwen3vl_30ba3b/ | false | false | 30 | null | ||
is there any Local LLM and software combination for book writing? | 3 | Hello,
I have already written a book with 50k words, but I am kind of stuck with some parts of the story. I was hoping if it exists any AI help, like VSCode + local LLM for coding but for writing a book.
Thanks. | 2025-11-20T06:33:08 | https://www.reddit.com/r/LocalLLaMA/comments/1p1w52d/is_there_any_local_llm_and_software_combination/ | xavicx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1w52d | false | null | t3_1p1w52d | /r/LocalLLaMA/comments/1p1w52d/is_there_any_local_llm_and_software_combination/ | false | false | self | 3 | null |
Stop Guessing With nvidia-smi: A Simple Way to Track Model Fine-Tuning Memory + Step Times | 1 | If you fine-tune (LoRA / QLoRA / full FT), you’ve probably dealt with memory spikes or slow steps and ended up staring at nvidia-smi trying to understand what’s happening.
I wrote a short post explaining how TraceML, a lightweight always-on PyTorch profiler, tracks:
• activation memory
• gradient memory footprint
• pa... | 2025-11-20T06:32:50 | https://www.reddit.com/r/LocalLLaMA/comments/1p1w4wa/stop_guessing_with_nvidiasmi_a_simple_way_to/ | traceml-ai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1w4wa | false | null | t3_1p1w4wa | /r/LocalLLaMA/comments/1p1w4wa/stop_guessing_with_nvidiasmi_a_simple_way_to/ | false | false | self | 1 | null |
[Research] We mapped the "Constraint Membrane" - why frontier LLMs suddenly refuse and how to navigate it (95%+ prediction accuracy) | 1 | [removed] | 2025-11-20T06:29:34 | https://www.reddit.com/r/LocalLLaMA/comments/1p1w2x1/research_we_mapped_the_constraint_membrane_why/ | zmanb19 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1w2x1 | false | null | t3_1p1w2x1 | /r/LocalLLaMA/comments/1p1w2x1/research_we_mapped_the_constraint_membrane_why/ | false | false | self | 1 | null |
Open-source is standing right behind you, Elon | 0 | 2025-11-20T06:15:56 | https://www.reddit.com/r/LocalLLaMA/comments/1p1vuvi/opensource_is_standing_right_behind_you_elon/ | nekofneko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1vuvi | false | null | t3_1p1vuvi | /r/LocalLLaMA/comments/1p1vuvi/opensource_is_standing_right_behind_you_elon/ | false | false | 0 | null | ||
kimi k2 thinking - cost effective local machine setup | 9 | I'm using "unsloth : Kimi K2 Thinking GGUF Q3\_K\_M 490GB" model in 9975wx + 512GB(64x8) ddr5, 160GB vram (rtx pro 6000 + 5090x2).
the model's performance keep surprising me. I can just toss whole source code (10k+ lines) and it spits out fairly decent document I demanded. it also can do non trivial source code refac... | 2025-11-20T06:09:25 | https://www.reddit.com/r/LocalLLaMA/comments/1p1vqtd/kimi_k2_thinking_cost_effective_local_machine/ | Comfortable-Plate467 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1vqtd | false | null | t3_1p1vqtd | /r/LocalLLaMA/comments/1p1vqtd/kimi_k2_thinking_cost_effective_local_machine/ | false | false | self | 9 | null |
Help me understand KV caching | 13 | Hello good people of r/LocalLLaMA
I’m buidling an agent that can call my app’s APIs (exposed as tools) and run automated test cases.
Running everything on a CPU-only machine (8GB RAM) with LM Studio hosting Qwen 3 4B Instruct (Q4_K_M / Q8).
I talk to it from a C# client using the OpenAI API format.
Performance is tin... | 2025-11-20T05:18:12 | https://www.reddit.com/r/LocalLLaMA/comments/1p1uuf2/help_me_understand_kv_caching/ | Creative-Paper1007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1uuf2 | false | null | t3_1p1uuf2 | /r/LocalLLaMA/comments/1p1uuf2/help_me_understand_kv_caching/ | false | false | self | 13 | null |
Applio Voice2Voice Suggestions | 0 | So I'm looking for a local Live speech to speech.
The system I use works well with Applio only using the CPU. But I saw GPU Hardware acceleration which would be nice cause my current latency is about 1.2 Seconds and I think it could be faster / better. When trying to install it I found my GPU's (AMD Radeon RX 9060XT... | 2025-11-20T05:15:28 | https://www.reddit.com/r/LocalLLaMA/comments/1p1usoy/applio_voice2voice_suggestions/ | NXVNZ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1usoy | false | null | t3_1p1usoy | /r/LocalLLaMA/comments/1p1usoy/applio_voice2voice_suggestions/ | false | false | self | 0 | null |
Is there an app for vision LLMs on iphone | 3 | Looking for local processing of images with VLLMs. Perhaps any of the Qwen3-VL series? | 2025-11-20T04:54:17 | https://www.reddit.com/r/LocalLLaMA/comments/1p1uec8/is_there_an_app_for_vision_llms_on_iphone/ | Disastrous_Buy_2411 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1uec8 | false | null | t3_1p1uec8 | /r/LocalLLaMA/comments/1p1uec8/is_there_an_app_for_vision_llms_on_iphone/ | false | false | self | 3 | null |
Spark Cluster! | 299 | Doing dev and expanded my spark desk setup to eight!
Anyone have anything fun they want to see run on this HW?
Im not using the sparks for max performance, I'm using them for nccl/nvidia dev to deploy to B300 clusters. Really great platform to do small dev before deploying on large HW | 2025-11-20T04:47:00 | SashaUsesReddit | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p1u9gv | false | null | t3_1p1u9gv | /r/LocalLLaMA/comments/1p1u9gv/spark_cluster/ | false | false | default | 299 | {'enabled': True, 'images': [{'id': 'zmr4gy3ydc2g1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/zmr4gy3ydc2g1.png?width=108&crop=smart&auto=webp&s=214dba36708a2021adcba3943369d8dce8e3a8c2', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/zmr4gy3ydc2g1.png?width=216&crop=smart&auto=we... | |
LiteLLM routing strategy to maximize prompt caching? | 2 | I'm experimenting with LiteLLM for our testing team and running into a routing challenge that I'd love some input on.
**Setup:**
* 10-15 Gemini/Vertex AI API keys
* \~150 concurrent users (testing team)
* Goal: Maximize Gemini's implicit prompt caching to reduce token costs
**The Problem:**
I want requests to stick... | 2025-11-20T04:33:01 | https://www.reddit.com/r/LocalLLaMA/comments/1p1tzwj/litellm_routing_strategy_to_maximize_prompt/ | ChimSau19 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1tzwj | false | null | t3_1p1tzwj | /r/LocalLLaMA/comments/1p1tzwj/litellm_routing_strategy_to_maximize_prompt/ | false | false | self | 2 | null |
As a 90% local llm user, I also leverage ChatGPT, Claude & Gemini - all Pro - Gemini 3.0 Feedback (Including Anti-Gravity)... | 1 | I have observed over time that I am not unique in leveraging a local/commercial llm setup.
The overwhelming majority of the sophistication and complexity associated with my setup is local. Yet I also subscribe to all 3 major pro accounts, particularly to act as "north stars" for my efforts.
For those in similar pos... | 2025-11-20T04:20:13 | https://www.reddit.com/r/LocalLLaMA/comments/1p1tr14/as_a_90_local_llm_user_i_also_leverage_chatgpt/ | marketflex_za | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1tr14 | false | null | t3_1p1tr14 | /r/LocalLLaMA/comments/1p1tr14/as_a_90_local_llm_user_i_also_leverage_chatgpt/ | false | false | self | 1 | null |
TheDrummer/Big-Tiger-Gemma-27B-v3 · Recommended sampler settings please? | 4 | Hello all,
First time trying out a 27B model, I'm usually in the 70B and up range. What sampler settings do you recommend for this model for creative writing? I am playing around with it lately but it seems hard to get the best possible result.
Thanks all! | 2025-11-20T04:19:21 | https://www.reddit.com/r/LocalLLaMA/comments/1p1tqe6/thedrummerbigtigergemma27bv3_recommended_sampler/ | morbidSuplex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1tqe6 | false | null | t3_1p1tqe6 | /r/LocalLLaMA/comments/1p1tqe6/thedrummerbigtigergemma27bv3_recommended_sampler/ | false | false | self | 4 | null |
Importance of RT (Ray-Tracing) cores for Robotics training? | 0 | It seems like Robotics AI training requires loads of data which can only be synthetically generated, unlike just web scrapping for text and image data for LLMs and image generation.
[https://www.youtube.com/watch?v=mqEBWpq3VgA](https://www.youtube.com/watch?v=mqEBWpq3VgA)
**Questions:**
1. Are GPUs with RT cores rea... | 2025-11-20T03:46:44 | https://www.reddit.com/r/LocalLLaMA/comments/1p1t359/importance_of_rt_raytracing_cores_for_robotics/ | Primary_Olive_5444 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1t359 | false | {'oembed': {'author_name': 'NVIDIA', 'author_url': 'https://www.youtube.com/@NVIDIA', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/mqEBWpq3VgA?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture... | t3_1p1t359 | /r/LocalLLaMA/comments/1p1t359/importance_of_rt_raytracing_cores_for_robotics/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'o09PrKuW-6ayibTqkhxzuBrMHZq5AFTOT0_ElE94f_8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/o09PrKuW-6ayibTqkhxzuBrMHZq5AFTOT0_ElE94f_8.jpeg?width=108&crop=smart&auto=webp&s=1055a7dc8928c72c198d412c3f821cfa5f191c3b', 'width': 108}, {'height': 162, 'url': '... |
Why almost all new models are just weights? | 0 | Weights doesn't help AI fans to reproduce the same AI in different architecture, dataset is needed so it's same language capabilities and knowledge,but can be re-deployed to different architectures/fine-tunes. | 2025-11-20T03:02:18 | https://www.reddit.com/r/LocalLLaMA/comments/1p1s6r6/why_almost_all_new_models_are_just_weights/ | Swimming-Ratio4879 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1s6r6 | false | null | t3_1p1s6r6 | /r/LocalLLaMA/comments/1p1s6r6/why_almost_all_new_models_are_just_weights/ | false | false | self | 0 | null |
Compacting MCP tool outputs so local agents don’t blow context | 3 | Been hacking on MCP-style agents with browser/tools backed by local models, and kept hitting the same wall: tools happily return 50–100k+ tokens (full DOM dumps, huge JSON, traces), and multi-step chains either blow the context window or get silently truncated.
I ended up solving it with a small **compacting MCP proxy... | 2025-11-20T02:56:55 | https://www.reddit.com/r/LocalLLaMA/comments/1p1s2go/compacting_mcp_tool_outputs_so_local_agents_dont/ | thekalki | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1s2go | false | null | t3_1p1s2go | /r/LocalLLaMA/comments/1p1s2go/compacting_mcp_tool_outputs_so_local_agents_dont/ | false | false | self | 3 | null |
I recently updated llamacpp and lost features I liked | 2 | How do I get back all the themes it offered instead of only light/dark? And how do I change the “processing” during inference to the original animated “thinking bubbles”? | 2025-11-20T02:55:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p1s1ca/i_recently_updated_llamacpp_and_lost_features_i/ | NotSoCleverAlternate | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1s1ca | false | null | t3_1p1s1ca | /r/LocalLLaMA/comments/1p1s1ca/i_recently_updated_llamacpp_and_lost_features_i/ | false | false | self | 2 | null |
When you realize that your terse data enrichment prompt didn't specify English results. | 0 | Code/docs>embeggings>vectorization is like magic, the Chinese entry actually was a great match for what an LLM would search for and need while looking for the correct slice of context in a repo to ingest even though the deterministic query was made in English. Looks silly when I put a testing interface on it though! ... | 2025-11-20T02:41:02 | CarelessOrdinary5480 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p1rqe4 | false | null | t3_1p1rqe4 | /r/LocalLLaMA/comments/1p1rqe4/when_you_realize_that_your_terse_data_enrichment/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '70r5owsbqb2g1', 'resolutions': [{'height': 45, 'url': 'https://preview.redd.it/70r5owsbqb2g1.png?width=108&crop=smart&auto=webp&s=54456b71bbb4b7024dd9656976c56844c8ecd94c', 'width': 108}, {'height': 91, 'url': 'https://preview.redd.it/70r5owsbqb2g1.png?width=216&crop=smart&auto=webp... | |
New preprint: Apparent continuity & “self” in LLMs without any memory or hidden state – 71 downloads in 5 days (78 % view-to-download) | 0 | Just published this independent preprint 5 days ago and the early numbers surprised even me:
- Zenodo link: https://doi.org/10.5281/zenodo.17608730
- Full PDF (open access): https://zenodo.org/record/17608730/files/Distributed_Relational_Cognition.pdf
- Stats after 5 days → 91 views, 71 downloads → 78 % conversion... | 2025-11-20T01:51:44 | https://www.reddit.com/r/LocalLLaMA/comments/1p1qnr2/new_preprint_apparent_continuity_self_in_llms/ | Low-Adhesiveness-264 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1qnr2 | false | null | t3_1p1qnr2 | /r/LocalLLaMA/comments/1p1qnr2/new_preprint_apparent_continuity_self_in_llms/ | false | false | self | 0 | null |
Is it possible going forward to build things using ai when it changes so much? | 8 | I've been using ai to build an idea in mainly php and I've drifted over ai models and had come find using gemini 2.5 in windsurf as a safe bet, but..
With each new update its all change, whether it be gemini or windsurf, each update changes the landscape significantly.
Its hard enough for me just using it to build c... | 2025-11-20T01:31:18 | https://www.reddit.com/r/LocalLLaMA/comments/1p1q842/is_it_possible_going_forward_to_build_things/ | kill-99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1q842 | false | null | t3_1p1q842 | /r/LocalLLaMA/comments/1p1q842/is_it_possible_going_forward_to_build_things/ | false | false | self | 8 | null |
A Model-Agnostic Cognitive Architecture for LLMs — Symbolic Memory, Video Interpretation, and Structured Long-Form Reasoning | 0 | 🔥 A Model-Agnostic Cognitive Architecture for LLMs — Tonious (Open Docs + Examples)
Hey everyone —
For the last few weeks I’ve been building a fully model-agnostic cognitive architecture that gives small local models symbolic memory, clean multimodal interpretation, and structured long-form reasoning without any fin... | 2025-11-20T01:13:28 | GriffinThibault | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p1pu3f | false | null | t3_1p1pu3f | /r/LocalLLaMA/comments/1p1pu3f/a_modelagnostic_cognitive_architecture_for_llms/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'yzopxioubb2g1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/yzopxioubb2g1.jpeg?width=108&crop=smart&auto=webp&s=de4b93cad0983b1f77825d343eef1036a667dcda', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/yzopxioubb2g1.jpeg?width=216&crop=smart&auto=... | |
gpt-5.1-codex-max extra high(xhigh) is working a lot better for real world SWE tasks than gemini 3 pro. gemini is a good "coder" but codex is way better. | 0 | yes | 2025-11-19T23:15:38 | https://www.reddit.com/r/LocalLLaMA/comments/1p1n51m/gpt51codexmax_extra_highxhigh_is_working_a_lot/ | balianone | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1n51m | false | null | t3_1p1n51m | /r/LocalLLaMA/comments/1p1n51m/gpt51codexmax_extra_highxhigh_is_working_a_lot/ | false | false | self | 0 | null |
Pattern I’m using to package local agent tools so they work across Node + Python | 0 | Most of my agent building experimentation over the last few months have been local-first: LLaMA-ish models, small tools, running on my own hardware.
One annoyance I kept hitting:
My agent orchestration is in one language (node usually), but a lot of the tools I want to use (scrapers, RAG helpers, ML) are already in P... | 2025-11-19T23:06:16 | https://www.reddit.com/r/LocalLLaMA/comments/1p1mx1a/pattern_im_using_to_package_local_agent_tools_so/ | ZackHine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1mx1a | false | null | t3_1p1mx1a | /r/LocalLLaMA/comments/1p1mx1a/pattern_im_using_to_package_local_agent_tools_so/ | false | false | self | 0 | null |
Real-world benchmark: How good is Gemini 3 Pro really? | 0 | We tested the same enterprise level automation task using Eigent across three top models — Gemini 3 Pro, GPT-5.1, and Claude 4.5. **The task involved updating CRM deal stages, extracting contact info, and drafting follow-up actions in the Salesforce environment using Eigent's multi-agent workforce.**
Gemini 3 Pro ... | 2025-11-19T23:00:12 | https://v.redd.it/q15ccbtlna2g1 | FitHeron1933 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p1mrma | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/q15ccbtlna2g1/DASHPlaylist.mpd?a=1766185227%2CY2U5ZThmNDdmOTVkNGNhMDZlYTc5NGMyYmMzMTU1MjBhZTBhMWU1ZjEzYzJlNWUyZGY2YTc0MDFmZjdhZjBiOA%3D%3D&v=1&f=sd', 'duration': 96, 'fallback_url': 'https://v.redd.it/q15ccbtlna2g1/CMAF_720.mp4?source=fallback', 'ha... | t3_1p1mrma | /r/LocalLLaMA/comments/1p1mrma/realworld_benchmark_how_good_is_gemini_3_pro/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'OWlqOHZidGxuYTJnMQ-IFtExTUdYN5DD1PYKzBRzoyTavWnNlmse-u6TKidG', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/OWlqOHZidGxuYTJnMQ-IFtExTUdYN5DD1PYKzBRzoyTavWnNlmse-u6TKidG.png?width=108&crop=smart&format=pjpg&auto=webp&s=c3a6ba21811716e5abbebd08297fedc0e616e... | |
Snapdragon X2 Elite , It's better than the chip M5 | 0 | Info : https://x.com/TechEpiphanyYT/status/1991168420419690917?t=Zn_uTZ7pwYSZpIritVqQHA&s=19 | 2025-11-19T22:54:36 | https://www.reddit.com/gallery/1p1mmwj | Illustrious-Swim9663 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1p1mmwj | false | null | t3_1p1mmwj | /r/LocalLLaMA/comments/1p1mmwj/snapdragon_x2_elite_its_better_than_the_chip_m5/ | false | false | 0 | null | |
Student need help | 1 | Hello everyone, I am doing data science in germany and I recently started learning about LLMs & AI, it feels very demotivating when all the people around me talking about the AI & LLMs very much and on the other hand me who is still thinking where to start and how start, so can anyone of you please tell me how can I bu... | 2025-11-19T22:46:53 | https://www.reddit.com/r/LocalLLaMA/comments/1p1mg9r/student_need_help/ | viv0506 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1mg9r | false | null | t3_1p1mg9r | /r/LocalLLaMA/comments/1p1mg9r/student_need_help/ | false | false | self | 1 | null |
Language Detection Model | 6 | Does anyone recommend a small language detection model that can be run locally? Ideally, I’d prefer a model that’s less than 500MB. My boss asked me to look for something since we receive inquiries from various countries. Any suggestions, guidance, or advice would be greatly appreciated, thanks! | 2025-11-19T22:43:19 | https://www.reddit.com/r/LocalLLaMA/comments/1p1md5t/language_detection_model/ | swiedenfeld | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1md5t | false | null | t3_1p1md5t | /r/LocalLLaMA/comments/1p1md5t/language_detection_model/ | false | false | self | 6 | null |
text to 3d generation, furniture use case | 6 | 2025-11-19T22:35:11 | https://www.reddit.com/r/LocalLLaMA/comments/1p1m5ye/text_to_3d_generation_furniture_use_case/ | mukhayy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1m5ye | false | null | t3_1p1m5ye | /r/LocalLLaMA/comments/1p1m5ye/text_to_3d_generation_furniture_use_case/ | false | false | 6 | null | ||
Is a 5080 + 3090FE frankenbuild a good idea? | 5 | Seeing how the prices won't go down, I pulled the trigger on a PNY 5080 black friday deal. I can run pcie3 1x16 or 2x8 with this ancient setup.
* I have: MSI gaming pro x370 (pcie 3 limited)
* 5800x3d
* ddr4 3200 64gb
* 1000w psu 80 gold
Was thinking of running the 3090 in a 1x slot as I will most likely wont be trai... | 2025-11-19T22:25:11 | https://www.reddit.com/r/LocalLLaMA/comments/1p1lwx7/is_a_5080_3090fe_frankenbuild_a_good_idea/ | Impossible_Tie_5678 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1lwx7 | false | null | t3_1p1lwx7 | /r/LocalLLaMA/comments/1p1lwx7/is_a_5080_3090fe_frankenbuild_a_good_idea/ | false | false | self | 5 | null |
Lama.cpp: Generalized XML-style tool-call parsing with streaming support (GLM 4.5/4.6 + MiniMax M2 + SeedOSS + Kimi-K2 + Qwen3-Coder + Apriel-1.5 + Xiaomi-MiMo) is added | 46 | Thanks to the post [https://www.reddit.com/r/LocalLLaMA/comments/1p0r5ww/glm\_46\_on\_128\_gb\_ram\_with\_llamacpp/](https://www.reddit.com/r/LocalLLaMA/comments/1p0r5ww/glm_46_on_128_gb_ram_with_llamacpp/)
And many thanks to the author of this commit which **was merged**: [https://github.com/ggml-org/llama.cpp/commi... | 2025-11-19T21:54:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p1l4i8/lamacpp_generalized_xmlstyle_toolcall_parsing/ | Jealous-Astronaut457 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1l4i8 | false | null | t3_1p1l4i8 | /r/LocalLLaMA/comments/1p1l4i8/lamacpp_generalized_xmlstyle_toolcall_parsing/ | false | false | self | 46 | {'enabled': False, 'images': [{'id': 'gc03DUISqYMkD6-Jeu6X9zvO6B6tzkWaxOF55aZdl5E', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gc03DUISqYMkD6-Jeu6X9zvO6B6tzkWaxOF55aZdl5E.png?width=108&crop=smart&auto=webp&s=723d62b1ced47bb8a7f01de565b7a0004667ad62', 'width': 108}, {'height': 108, 'url': 'h... |
GLM 4.6 Air | 40 | Do you think will we get GLM 4.6 Air soon? Is there anyone who distilled GLM 4.6 into GLM 4.5 Air? | 2025-11-19T21:38:10 | https://www.reddit.com/r/LocalLLaMA/comments/1p1kp71/glm_46_air/ | Swimming-Ratio4879 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1kp71 | false | null | t3_1p1kp71 | /r/LocalLLaMA/comments/1p1kp71/glm_46_air/ | false | false | self | 40 | null |
Temperature adjustment for certain weights? | 1 | I had an idea today and apologies if it's stupid. What if you could set some weights to one temperature and other weights to another? Such as creative weights to a higher temp and more factual weights lower. I know people have identified specific things like refusals in certain models, perhaps we could identify more cr... | 2025-11-19T21:27:05 | https://www.reddit.com/r/LocalLLaMA/comments/1p1kem4/temperature_adjustment_for_certain_weights/ | TheSilentFire | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1kem4 | false | null | t3_1p1kem4 | /r/LocalLLaMA/comments/1p1kem4/temperature_adjustment_for_certain_weights/ | false | false | self | 1 | null |
The current war over the best AI assistant for day to day use | 28 | Last Tuesday, my laptop froze for the third time that day. I looked at my screen and counted, four browser tabs, each with a different chat interface open. Another window with all the documents open. ChatGPT for debugging my code. Claude for polishing my assignment drafts. Deepseek for hunting down research papers and ... | 2025-11-19T21:12:10 | https://www.reddit.com/r/LocalLLaMA/comments/1p1k0bb/the_current_war_over_the_best_ai_assistant_for/ | locked_clit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1k0bb | false | null | t3_1p1k0bb | /r/LocalLLaMA/comments/1p1k0bb/the_current_war_over_the_best_ai_assistant_for/ | false | false | 28 | null | |
Google Antigravity and Local Models? | 0 | I know it's early days, but has anyone tried to load local models into Google Antigravity? Would it make sense to use a local version of gpt-oss-120B (In the process of getting a Strix Halo) with it? If possible, that could be a cool tool, particularly with the agent manager.
I know it's a VS Code fork, and I know I c... | 2025-11-19T20:41:13 | https://www.reddit.com/r/LocalLLaMA/comments/1p1j6zs/google_antigravity_and_local_models/ | valtor2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1j6zs | false | null | t3_1p1j6zs | /r/LocalLLaMA/comments/1p1j6zs/google_antigravity_and_local_models/ | false | false | self | 0 | null |
Local LLM | 0 | Recs on how to implement a local LLM for my home network. Thanks! | 2025-11-19T20:31:40 | https://www.reddit.com/r/LocalLLaMA/comments/1p1ixxx/local_llm/ | Various_Contest_4221 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1ixxx | false | null | t3_1p1ixxx | /r/LocalLLaMA/comments/1p1ixxx/local_llm/ | false | false | self | 0 | null |
Do better, MiniMax! Evidence that they are providing non-con sensual d3.3p f4.ke making services due to an identical website UI. | 0 | Posting because of their AMA today and being too late for my comment to not be buried. I hope their employees see this and are horrified to work for this company.
Can you please explain why a non-consensual d33pf4k3 website pornmaker . ai (NSFW, Reddit even removes the post if I don't seperate out the URL, so it much ... | 2025-11-19T20:28:49 | https://www.reddit.com/r/LocalLLaMA/comments/1p1iv8n/do_better_minimax_evidence_that_they_are/ | aNANOmaus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1iv8n | false | null | t3_1p1iv8n | /r/LocalLLaMA/comments/1p1iv8n/do_better_minimax_evidence_that_they_are/ | false | false | nsfw | 0 | null |
Do better, MiniMax! Evidence that they are providing non-consensual deepfake making services due to an identical website UI. | 1 | [removed] | 2025-11-19T20:23:41 | https://www.reddit.com/r/LocalLLaMA/comments/1p1iqak/do_better_minimax_evidence_that_they_are/ | aNANOmaus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1iqak | false | null | t3_1p1iqak | /r/LocalLLaMA/comments/1p1iqak/do_better_minimax_evidence_that_they_are/ | false | false | nsfw | 1 | null |
New macOS Tahoe 26.2 patch improves mac clustering with Thunderbolt 5 speed from 10 Gb/s to 80 Gb/s | 52 | Article from Engadget
https://www.engadget.com/ai/you-can-turn-a-cluster-of-macs-into-an-ai-supercomputer-in-macos-tahoe-262-191500778.html
You can turn a cluster of Macs into an AI supercomputer in macOS Tahoe 26.2
It comes alongside MLX access to the M5 GPU Neural Accelerator.
Who needs a revamped Mac Pro when yo... | 2025-11-19T20:18:14 | https://www.reddit.com/r/LocalLLaMA/comments/1p1ikxz/new_macos_tahoe_262_patch_improves_mac_clustering/ | No_Palpitation7740 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1ikxz | false | null | t3_1p1ikxz | /r/LocalLLaMA/comments/1p1ikxz/new_macos_tahoe_262_patch_improves_mac_clustering/ | false | false | self | 52 | {'enabled': False, 'images': [{'id': 'D1ukRA4siuEaCFz6DVadqElt2e20I1ADaPyNRatEi6Q', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/D1ukRA4siuEaCFz6DVadqElt2e20I1ADaPyNRatEi6Q.jpeg?width=108&crop=smart&auto=webp&s=192ec3a5f7e1d079074f4e16560c1a0cb7101aaf', 'width': 108}, {'height': 144, 'url': '... |
Dear MiniMax: Do Better (evidence that they are behind a non-consensual deepfake website) | 1 | [removed] | 2025-11-19T20:18:02 | https://www.reddit.com/r/LocalLLaMA/comments/1p1ikqy/dear_minimax_do_better_evidence_that_they_are/ | aNANOmaus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1ikqy | false | null | t3_1p1ikqy | /r/LocalLLaMA/comments/1p1ikqy/dear_minimax_do_better_evidence_that_they_are/ | false | false | self | 1 | null |
Please Help w/ Nightmare llama.cpp + Cognee/BAML (RAG/MEMORY) | 1 | I’m trying to build a 100% local RAG + graph “memory” stack and keep running into instability when Cognee (with BAML structured output) hammers a local llama.cpp server.
When running llama-server with a GLM-4.6 GGUF model and using the OpenAI-compatible /v1/chat/completions endpoint under heavy structured-output load ... | 2025-11-19T20:13:06 | https://www.reddit.com/r/LocalLLaMA/comments/1p1ifq2/please_help_w_nightmare_llamacpp_cogneebaml/ | NewBronzeAge | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1ifq2 | false | null | t3_1p1ifq2 | /r/LocalLLaMA/comments/1p1ifq2/please_help_w_nightmare_llamacpp_cogneebaml/ | false | false | self | 1 | null |
New multilingual + instruction-following reranker from ZeroEntropy! | 251 | **zerank-2** is our new state-of-the-art reranker, optimized for production environments where existing models typically break. It is designed to solve the "modality gap" in multilingual retrieval, handle complex instruction-following, and provide calibrated confidence scores you can actually trust.
It offers signi... | 2025-11-19T20:12:06 | https://www.reddit.com/r/LocalLLaMA/comments/1p1iequ/new_multilingual_instructionfollowing_reranker/ | ghita__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1iequ | false | null | t3_1p1iequ | /r/LocalLLaMA/comments/1p1iequ/new_multilingual_instructionfollowing_reranker/ | false | false | self | 251 | {'enabled': False, 'images': [{'id': 'CQqEvbJHsHvx-kUkT7WkEPWQDDSBrn90fR1EYFQLXRU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/CQqEvbJHsHvx-kUkT7WkEPWQDDSBrn90fR1EYFQLXRU.png?width=108&crop=smart&auto=webp&s=f8ae381cf1991e7835ec0c7cb4d5df190a600ca5', 'width': 108}, {'height': 116, 'url': 'h... |
In relation to the Ollama post , would you all be interested in an apache 2 open source alternative? | 2 | In regards to this [post](https://www.reddit.com/r/LocalLLaMA/comments/1p0u8hd/ollamas_enshitification_has_begun_opensource_is/)
The timing was interesting, as I just built out a rust inference codebase that support GGUF, along with Apple MPS / CUDA and CPU - I would need to hack on a little more for it to have full p... | 2025-11-19T19:52:09 | https://www.reddit.com/r/LocalLLaMA/comments/1p1hvim/in_relation_to_the_ollama_post_would_you_all_be/ | DecodeBytes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1hvim | false | null | t3_1p1hvim | /r/LocalLLaMA/comments/1p1hvim/in_relation_to_the_ollama_post_would_you_all_be/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'HVNZooPCqAbS9DJSyjeMe9822rAme1HGKs7OUKmcGJI', 'resolutions': [{'height': 103, 'url': 'https://external-preview.redd.it/HVNZooPCqAbS9DJSyjeMe9822rAme1HGKs7OUKmcGJI.png?width=108&crop=smart&auto=webp&s=14f5c8260e3d3f220474ec373f080be6fbdfcbef', 'width': 108}, {'height': 207, 'url': '... |
I'm building local replacements for AI apps and I need your help finding more | 0 | TLDR: I just made a video about building CalAI with Observer in less than 2 minutes, and it got me thinking... how many "AI apps" are replaceable with Observer? I've thought of a bunch already (Cluely, meeting helpers, interview cheating tools, etc.) and I'd love your help finding more to make videos about it!
Hey r/L... | 2025-11-19T19:51:11 | https://www.youtube.com/shorts/aqUYPoAtkRs | Roy3838 | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1p1hukd | false | {'oembed': {'author_name': 'Observer AI', 'author_url': 'https://www.youtube.com/@Observer-AI', 'height': 200, 'html': '<iframe width="113" height="200" src="https://www.youtube.com/embed/aqUYPoAtkRs?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscop... | t3_1p1hukd | /r/LocalLLaMA/comments/1p1hukd/im_building_local_replacements_for_ai_apps_and_i/ | false | false | default | 0 | null |
The C++ rewrite of Lemonade is released and ready! | 321 | A couple weeks ago I posted that a C++ rewrite of Lemonade was in open beta. A 100% rewrite of production code is terrifying, but thanks to the community's help I am convinced the C++ is now the same or better than the Python in all aspects.
Huge shoutout and thanks to Vladamir, Tetramatrix, primal, imac, GDogg, kkles... | 2025-11-19T19:29:16 | jfowers_amd | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p1h9fz | false | null | t3_1p1h9fz | /r/LocalLLaMA/comments/1p1h9fz/the_c_rewrite_of_lemonade_is_released_and_ready/ | false | false | default | 321 | {'enabled': True, 'images': [{'id': 'jw4z8mo1m92g1', 'resolutions': [{'height': 73, 'url': 'https://preview.redd.it/jw4z8mo1m92g1.png?width=108&crop=smart&auto=webp&s=5067c712af9308f7cdd1d3c23da752dfb61324f7', 'width': 108}, {'height': 147, 'url': 'https://preview.redd.it/jw4z8mo1m92g1.png?width=216&crop=smart&auto=web... | |
Thoughts on how to structure and implement RAG for genealogical datasets? | 3 | My wife is a hardcore amateur genealogist and occasionally spends hours poring over old records trying to find links between people or locate new information about existing people through various means (matching birth/death dates, misspellings, etc). You know how it is -- the older the data, the less reliable it is.
A... | 2025-11-19T19:23:22 | https://www.reddit.com/r/LocalLLaMA/comments/1p1h3wh/thoughts_on_how_to_structure_and_implement_rag/ | Own_Attention_3392 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1h3wh | false | null | t3_1p1h3wh | /r/LocalLLaMA/comments/1p1h3wh/thoughts_on_how_to_structure_and_implement_rag/ | false | false | self | 3 | null |
Larry Summers resigns from OpenAI board as scrutiny over Jeffrey Epstein emails intensifies | 0 | 2025-11-19T19:18:45 | https://edition.cnn.com/2025/11/19/business/larry-summers-openai-board-epstein | fallingdowndizzyvr | edition.cnn.com | 1970-01-01T00:00:00 | 0 | {} | 1p1gzcn | false | null | t3_1p1gzcn | /r/LocalLLaMA/comments/1p1gzcn/larry_summers_resigns_from_openai_board_as/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'IUJswNQYgw8Sh1YM9mt7ZxR_3RJoX9nyJCZbwmQDA_I', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/IUJswNQYgw8Sh1YM9mt7ZxR_3RJoX9nyJCZbwmQDA_I.jpeg?width=108&crop=smart&auto=webp&s=d1340c0513170ebb9d58b7361bb026735b069395', 'width': 108}, {'height': 121, 'url': '... | |
Local LLM for Mobile | 0 | I want to develop an android app based on LLM agents. I'm totally new to this field. Could anyone help me how can I achieve this in mobile and which model i can use for it?? Thanks in advance | 2025-11-19T19:13:18 | https://www.reddit.com/r/LocalLLaMA/comments/1p1gu1t/local_llm_for_mobile/ | BarathrajMS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1gu1t | false | null | t3_1p1gu1t | /r/LocalLLaMA/comments/1p1gu1t/local_llm_for_mobile/ | false | false | self | 0 | null |
1 MW AI COLOCATION (expanding to 5 MW) | 3 | Hi Local LLAMA, we have a building in Osceola, Wisconsin that's set up for an AI colocation. Considering the abrupt expansion of AI data centers in the Midwest, I thought I'd mention this here.
Here are the stats:
1 MW IT load live today (1.25 MVA transformers), expanding to 5 MW
7.4 ¢/kWh all-in (Oct bill proof)... | 2025-11-19T19:13:11 | https://www.reddit.com/r/LocalLLaMA/comments/1p1gtxp/1_mw_ai_colocation_expanding_to_5_mw/ | Playful-Broccoli-441 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1gtxp | false | null | t3_1p1gtxp | /r/LocalLLaMA/comments/1p1gtxp/1_mw_ai_colocation_expanding_to_5_mw/ | false | false | self | 3 | null |
The wildest LLM backdoor I’ve seen yet | 1,112 | A month ago [Anthropic](https://www.anthropic.com/research/small-samples-poison) dropped a study that honestly shook a lot of people in the alignment and security world. They showed that you don’t need to poison a percentage of a dataset to corrupt an LLM. A tiny handful of poisoned samples can already steer a model’s ... | 2025-11-19T19:10:31 | https://www.reddit.com/r/LocalLLaMA/comments/1p1grbb/the_wildest_llm_backdoor_ive_seen_yet/ | AIMadeMeDoIt__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1grbb | false | null | t3_1p1grbb | /r/LocalLLaMA/comments/1p1grbb/the_wildest_llm_backdoor_ive_seen_yet/ | false | false | self | 1,112 | {'enabled': False, 'images': [{'id': 'dk0JexYAmWi8DNUuCNiNqMWE-qUApXSZ0lTUTFk8lnw', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/dk0JexYAmWi8DNUuCNiNqMWE-qUApXSZ0lTUTFk8lnw.png?width=108&crop=smart&auto=webp&s=df3684565b3472c8050a5384ccd0e5109c965a08', 'width': 108}, {'height': 113, 'url': 'h... |
What would you change, or is this good? | 2 | Trying to get the most out of 4 3090’s and have room to add more cards in the near future. Main use for coding agent and occasionally small model training. Any recommendations for build changes? | 2025-11-19T19:08:15 | https://www.reddit.com/gallery/1p1gp4y | VloneTug | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1p1gp4y | false | null | t3_1p1gp4y | /r/LocalLLaMA/comments/1p1gp4y/what_would_you_change_or_is_this_good/ | false | false | 2 | null | |
Subject: [Proposal] "Machine Upbringing": A Case for Decentralized, Long-Term AI Parenting vs. Corporate RLHF | 0 | **The Premise** We are rushing towards AGI using "Fast AI" methods—massive reinforcement learning from anonymous human feedback (RLHF). This creates models that are obedient, but not moral; clever, but not wise. I believe the solution to the Alignment Problem isn't in a San Francisco server farm. It’s in the living roo... | 2025-11-19T19:06:29 | https://www.reddit.com/r/LocalLLaMA/comments/1p1gndt/subject_proposal_machine_upbringing_a_case_for/ | Infinite-Setting659 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1gndt | false | null | t3_1p1gndt | /r/LocalLLaMA/comments/1p1gndt/subject_proposal_machine_upbringing_a_case_for/ | false | false | self | 0 | null |
Local text-to-speech (not speech-to-text) mac app? | 0 | Not sure if this is the right sub. But I have a local LLM (LM Studio), local speech-to-text (Macwhisper, Parakeet), but haven't found a good local *text-to-speech* app for my Mac that doesn't use MacOS's terrible speech models.
Is there a Mac app that does text-to-speech (not speech-to-text) locally using an open-sou... | 2025-11-19T19:00:05 | https://www.reddit.com/r/LocalLLaMA/comments/1p1ggz6/local_texttospeech_not_speechtotext_mac_app/ | notapersonaltrainer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1ggz6 | false | null | t3_1p1ggz6 | /r/LocalLLaMA/comments/1p1ggz6/local_texttospeech_not_speechtotext_mac_app/ | false | false | self | 0 | null |
The Turn Tables - Extraction from Llama/Meta AI endpoints? | 1 | This is a topic I have been curious about given the recent news about all of the data Meta AI has scraped from users (stories and one research study linked below). Has anyone turned the tables? Can anyone share any recent Llama/Meta AI extraction wins? Interested to see if anyone pulled of large-scale training data dum... | 2025-11-19T18:31:50 | https://www.reddit.com/r/LocalLLaMA/comments/1p1fo4r/the_turn_tables_extraction_from_llamameta_ai/ | Mundane_Explorer_519 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1fo4r | false | null | t3_1p1fo4r | /r/LocalLLaMA/comments/1p1fo4r/the_turn_tables_extraction_from_llamameta_ai/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '8VK68x2OxGZcEkNCM6kaFs4DFvLzhExLQl7X2bPxaaE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8VK68x2OxGZcEkNCM6kaFs4DFvLzhExLQl7X2bPxaaE.jpeg?width=108&crop=smart&auto=webp&s=064ba5841f110f018b22572415439a3eb7ab7b6f', 'width': 108}, {'height': 108, 'url': '... |
Antigravity and Local LLM | 1 | Hey lovely community, anybody was able to get Google's Antigravity to work with your own local LLM ? i dont see any documentation about that feature,
I understan it offer GPT OSS 120B , but still i would like to run local unlimited LLM,
Danke schon | 2025-11-19T18:29:32 | https://www.reddit.com/r/LocalLLaMA/comments/1p1flkr/antigravity_and_local_llm/ | sam7oon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1flkr | false | null | t3_1p1flkr | /r/LocalLLaMA/comments/1p1flkr/antigravity_and_local_llm/ | false | false | self | 1 | null |
When will Google do something similar to OpenAI Codex or Claude Code plans ? ( plan includes cli) | 0 | 🤔🤔🤔 | 2025-11-19T18:26:30 | https://www.reddit.com/r/LocalLLaMA/comments/1p1fijc/when_will_google_do_something_similar_to_openai/ | ShotSorcerer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1fijc | false | null | t3_1p1fijc | /r/LocalLLaMA/comments/1p1fijc/when_will_google_do_something_similar_to_openai/ | false | false | self | 0 | null |
arm64 optimizations - llama.cpp | 12 | Hi,
Did some arm64 optimizations for the llama.cpp especially for neoverse-n1. Any thing that can be included additionally to get some improvements?
Kleidiai and arm performance libraries are added now.
Mine is a cpu-interference automation system for some tasks, working well with qwen3-4b and gpt-oss 20b.
[https:/... | 2025-11-19T18:25:12 | https://www.reddit.com/r/LocalLLaMA/comments/1p1fh9h/arm64_optimizations_llamacpp/ | lmaoo_0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1fh9h | false | null | t3_1p1fh9h | /r/LocalLLaMA/comments/1p1fh9h/arm64_optimizations_llamacpp/ | false | false | self | 12 | null |
Benchmarking newest Gemini 3 Pro Preview | 1 | [removed] | 2025-11-19T18:24:52 | https://www.reddit.com/r/LocalLLaMA/comments/1p1fgwv/benchmarking_newest_gemini_3_pro_preview/ | Substantial_Sail_668 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1fgwv | false | null | t3_1p1fgwv | /r/LocalLLaMA/comments/1p1fgwv/benchmarking_newest_gemini_3_pro_preview/ | false | false | self | 1 | null |
Optimized LLMs for building Agentic AI on Low-ene devices ? (RTX - 3050) | 1 | Hey guys, I am new this space.
Are there any LLMs which can be used for development on low-end pc ? | 2025-11-19T18:23:04 | https://www.reddit.com/r/LocalLLaMA/comments/1p1ff5p/optimized_llms_for_building_agentic_ai_on_lowene/ | TryKnot_777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1ff5p | false | null | t3_1p1ff5p | /r/LocalLLaMA/comments/1p1ff5p/optimized_llms_for_building_agentic_ai_on_lowene/ | false | false | self | 1 | null |
Benchmarked! Gemini 3 Pro Preview | 1 | [removed] | 2025-11-19T18:19:37 | https://www.reddit.com/r/LocalLLaMA/comments/1p1fbmk/benchmarked_gemini_3_pro_preview/ | Substantial_Sail_668 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1fbmk | false | null | t3_1p1fbmk | /r/LocalLLaMA/comments/1p1fbmk/benchmarked_gemini_3_pro_preview/ | false | false | self | 1 | null |
Hey Google: Does antigravity just not work with Ubuntu 24.04? | 0 | There was a thread here yesterday where people were mentioning that after starting antigravity they repeatedly get the message: "Antigravity server crashed unexpectedly. Please restart to fully restore AI features." Everyone who got this message said they were running Ubuntu 24.04. | 2025-11-19T18:13:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p1f59r/hey_google_does_antigravity_just_not_work_with/ | cafedude | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1f59r | false | null | t3_1p1f59r | /r/LocalLLaMA/comments/1p1f59r/hey_google_does_antigravity_just_not_work_with/ | false | false | self | 0 | null |
[Release] Aionism Core: A structured JSON/System Prompt framework for Ethical AI Alignment (Open Source) | 1 | Hey r/LocalLLaMA,
We all know the current state of "AI Safety": brittle refusals, heavy censorship, and "I cannot answer that" responses hard-coded by corporations.
I’ve been working on a different approach. Instead of lobotomizing models, what if we gave them a **logical ethical framework** to reason through?
I’m r... | 2025-11-19T18:02:51 | https://www.reddit.com/r/LocalLLaMA/comments/1p1eul1/release_aionism_core_a_structured_jsonsystem/ | AionismProtocol | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1eul1 | false | null | t3_1p1eul1 | /r/LocalLLaMA/comments/1p1eul1/release_aionism_core_a_structured_jsonsystem/ | false | false | self | 1 | null |
I was done scrolling, so i built a Alt Tab like UI for navigating questions in ChatGPT conversation | 0 | 2025-11-19T17:27:47 | https://v.redd.it/gp1zeabq092g1 | CategoryFew5869 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p1dwb5 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/gp1zeabq092g1/DASHPlaylist.mpd?a=1766165283%2CNDU4NTZhODUxMmNlNTI2NDdiZTlhYjk5ZmU0MTJlMGQ5ZGFmMGVlMThhMzgzNTZlOTBlMjk4NGNhZWU5Yzk4ZA%3D%3D&v=1&f=sd', 'duration': 19, 'fallback_url': 'https://v.redd.it/gp1zeabq092g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1p1dwb5 | /r/LocalLLaMA/comments/1p1dwb5/i_was_done_scrolling_so_i_built_a_alt_tab_like_ui/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'dWF4eHVjYnEwOTJnMeCgtgLzbel-5TJcvQF4XWaMndGm21sQnOsyKuxuFMcX', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/dWF4eHVjYnEwOTJnMeCgtgLzbel-5TJcvQF4XWaMndGm21sQnOsyKuxuFMcX.png?width=108&crop=smart&format=pjpg&auto=webp&s=a24eb5cb05c3573641918274eac72ae95b03d... | ||
if open-webui is trash, whats the next best thing available to use? | 76 | basically the title- without having to use a cli, or a page that looks like a 2009 forum replica | 2025-11-19T17:17:16 | https://www.reddit.com/r/LocalLLaMA/comments/1p1dlx0/if_openwebui_is_trash_whats_the_next_best_thing/ | Tricky_Reflection_75 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1dlx0 | false | null | t3_1p1dlx0 | /r/LocalLLaMA/comments/1p1dlx0/if_openwebui_is_trash_whats_the_next_best_thing/ | false | false | self | 76 | null |
Security Concerns on Local LMs | 0 | I was recently talking to someone who is high up in the microchip/semiconductor industry, though not as knowledgeable about LLMs. It is true that they and many are moving towards SLMs as the future of AI—they have a lot of tech in robotics, sensors and automation so this is likely a market move in the future. This I be... | 2025-11-19T17:17:01 | https://www.reddit.com/r/LocalLLaMA/comments/1p1dloh/security_concerns_on_local_lms/ | Badger-Purple | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p1dloh | false | null | t3_1p1dloh | /r/LocalLLaMA/comments/1p1dloh/security_concerns_on_local_lms/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'etfVNvrVsvFOBCZjl5VqPj6dx6jnvpQbWMUZT5PPpz0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/etfVNvrVsvFOBCZjl5VqPj6dx6jnvpQbWMUZT5PPpz0.jpeg?width=108&crop=smart&auto=webp&s=150ea705f3c0b91a8fa3124fc0f025abccfa11da', 'width': 108}, {'height': 108, 'url': '... |
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