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Is it possible we ever get CPU native LLMs? | 42 | Besides small models, quantization and current Bitnets? | 2025-11-16T11:05:47 | https://www.reddit.com/r/LocalLLaMA/comments/1oyj16n/is_it_possible_we_ever_get_cpu_native_llms/ | Own-Potential-2308 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oyj16n | false | null | t3_1oyj16n | /r/LocalLLaMA/comments/1oyj16n/is_it_possible_we_ever_get_cpu_native_llms/ | false | false | self | 42 | null |
Fast semantic classifiers from contrastive pairs | 15 | Amateur research: I stumbled across this looking for ways to map latent space. If you train a semantic direction vector on just 20 sentence pairs, you get an accurate-ish but fast classifier. Trains in 2 mins using local models. Chews through IMDB (sentiment) in 61 seconds. 3090 / 24GB (embedding + a dot product on CPU... | 2025-11-16T10:37:17 | https://github.com/jojasadventure/dipole-classifiers | jojacode | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oyijmg | false | null | t3_1oyijmg | /r/LocalLLaMA/comments/1oyijmg/fast_semantic_classifiers_from_contrastive_pairs/ | false | false | default | 15 | {'enabled': False, 'images': [{'id': '4uZmpSA2wcrwvf6z_09qyDw_SBwbB3ZPMHCXqtwv22c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/4uZmpSA2wcrwvf6z_09qyDw_SBwbB3ZPMHCXqtwv22c.png?width=108&crop=smart&auto=webp&s=1e0cd9f0acaa0522c6772b96504497488897eb61', 'width': 108}, {'height': 108, 'url': 'h... |
Working on a Local LLM Device | 2 | I’ve been working on a small hardware project and wanted to get some feedback from people here who use local models a lot.
The idea is pretty simple. It’s a small box you plug into your home or office network. It runs local llms on device and exposes an Openai style API endpoint that anything on your network can call.... | 2025-11-16T10:15:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oyi6xv/working_on_a_local_llm_device/ | Lonely-Marzipan-9473 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oyi6xv | false | null | t3_1oyi6xv | /r/LocalLLaMA/comments/1oyi6xv/working_on_a_local_llm_device/ | false | false | self | 2 | null |
We built an AI that turns natural language into SQL — would love your feedback! | 0 | 2025-11-16T09:39:07 | https://www.reddit.com/gallery/1oyhlhx | Neva_009 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oyhlhx | false | null | t3_1oyhlhx | /r/LocalLLaMA/comments/1oyhlhx/we_built_an_ai_that_turns_natural_language_into/ | false | false | 0 | null | ||
How do we get the next GPT OSS? | 0 | The recent appearances of OpenAI executives in the press have been very worrying and it sucks because I kind of had started to like them after how nice and practical the GPT OSS models are.
It sucks that OpenAI may go away before Anthropic (which I despise). Could the community somehow push OpenAI (through social med... | 2025-11-16T09:26:36 | https://www.reddit.com/r/LocalLLaMA/comments/1oyhekk/how_do_we_get_the_next_gpt_oss/ | inevitable-publicn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oyhekk | false | null | t3_1oyhekk | /r/LocalLLaMA/comments/1oyhekk/how_do_we_get_the_next_gpt_oss/ | false | false | self | 0 | null |
Free Claude (Sonnet 4.5, opus) Gemini, gpt, grok | 0 | MegaLLM is a completely legal and genuinely impressive alternative API that gives you access to a wide range of high-end AI models such as Claude, Claude Code, Gemini, GPT, Grok, and many others, all from a single platform.
To sign up, you simply need to use a Gmail address. As soon as your account is created, you rec... | 2025-11-16T09:12:41 | Rima_Mashiro-Hina | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oyh6jl | false | null | t3_1oyh6jl | /r/LocalLLaMA/comments/1oyh6jl/free_claude_sonnet_45_opus_gemini_gpt_grok/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'g1ffzgap5l1g1', 'resolutions': [{'height': 210, 'url': 'https://preview.redd.it/g1ffzgap5l1g1.jpeg?width=108&crop=smart&auto=webp&s=9464d4ae0fe7cb63cdda3ee472eba6a3ee10faf2', 'width': 108}, {'height': 420, 'url': 'https://preview.redd.it/g1ffzgap5l1g1.jpeg?width=216&crop=smart&auto=... | |
Has anyone seen reflexive behavior in long-form LLM chats? (not theoretical – real observation) | 1 | I know this sub is mostly about \*local\* models,
but I’d like to ask something about \*\*LLM behavior in long dialogues\*\*,
because many here run deep, multi-hundred-turn sessions and see patterns others miss.
Context (short):
I ran a very long chat (hundreds of turns).
Not a local model, but a standard ... | 2025-11-16T09:12:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oyh6d5/has_anyone_seen_reflexive_behavior_in_longform/ | Most-Bathroom-1802 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oyh6d5 | false | null | t3_1oyh6d5 | /r/LocalLLaMA/comments/1oyh6d5/has_anyone_seen_reflexive_behavior_in_longform/ | false | false | self | 1 | null |
where to find benchmark for qwen2.5-14B? | 0 | please help | 2025-11-16T08:52:18 | https://www.reddit.com/r/LocalLLaMA/comments/1oyguon/where_to_find_benchmark_for_qwen2514b/ | Informal-Victory8655 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oyguon | false | null | t3_1oyguon | /r/LocalLLaMA/comments/1oyguon/where_to_find_benchmark_for_qwen2514b/ | false | false | self | 0 | null |
could the universe of open source models, collectively, give frontier a run for its money? | 12 | An interesting possibility - someone creates a proprietary agentic scaffold which utilizes best of breed open source models, using advanced techniques such as async joining. Both the agentic scaffold and separate models could be fine tuned further, possibly together.
A good example of this is TRAE + Doubao-Seed-Code... | 2025-11-16T08:48:33 | https://www.reddit.com/r/LocalLLaMA/comments/1oygsii/could_the_universe_of_open_source_models/ | kaggleqrdl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oygsii | false | null | t3_1oygsii | /r/LocalLLaMA/comments/1oygsii/could_the_universe_of_open_source_models/ | false | false | self | 12 | null |
Does an AI tool to control your desktop exist | 9 | I've read about some demos for this, and some hack'y tools that aren't ready yet, but I'm curious if I'm missing something of if this idea sounds silly. Or please let me know if there is a better way to do this, but I want to test some software totally autonomously by creating a total sandbox. Fresh OS install. PC unco... | 2025-11-16T05:33:02 | https://www.reddit.com/r/LocalLLaMA/comments/1oydkjm/does_an_ai_tool_to_control_your_desktop_exist/ | dumb_questions_alt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oydkjm | false | null | t3_1oydkjm | /r/LocalLLaMA/comments/1oydkjm/does_an_ai_tool_to_control_your_desktop_exist/ | false | false | self | 9 | null |
Google edge gallery | 0 | I was trying to import an AI specifically Gemma3-270M on my android phone but whenever I try to write a prompt it just responds with [multimodal] anything I need to configure or should I download a different version | 2025-11-16T04:33:04 | Kind-Helicopter9725 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oych8d | false | null | t3_1oych8d | /r/LocalLLaMA/comments/1oych8d/google_edge_gallery/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'hz849udtrj1g1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/hz849udtrj1g1.jpeg?width=108&crop=smart&auto=webp&s=0bcbafcb2715883483d54f8d755a402788a824ea', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/hz849udtrj1g1.jpeg?width=216&crop=smart&auto=... | |
64 GB M4 Mac Mini or 128GB AI Max 395+? | 0 | Hi! I'm very new and dabbling in local LLM stuff on my main rig with a 5090. I don't have a defined use case for any of it right now/testing a couple things (like with Home Assistant, general Gemini replacement for normal questions, local file analysis, etc.) - but while I know 5090 is fast I don't want to leave my des... | 2025-11-16T04:24:46 | https://www.reddit.com/r/LocalLLaMA/comments/1oycbqx/64_gb_m4_mac_mini_or_128gb_ai_max_395/ | Mandersoon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oycbqx | false | null | t3_1oycbqx | /r/LocalLLaMA/comments/1oycbqx/64_gb_m4_mac_mini_or_128gb_ai_max_395/ | false | false | self | 0 | null |
LLM on iphone ANE | 1 | I have been experimenting with running SLM on iOS and trying to figure out how to make them actually utilize the apple neural engine for inference.
what is the best framework or approach to do this if I want to learn and eventually build optimized on-device AI apps?
I looked into CoreML, but it feels quite limited, e... | 2025-11-16T04:23:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oycayi/llm_on_iphone_ane/ | Motor_Salt1336 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oycayi | false | null | t3_1oycayi | /r/LocalLLaMA/comments/1oycayi/llm_on_iphone_ane/ | false | false | self | 1 | null |
Ik_llamacpp's llama-server supports vision models btw | 21 | It's been supported for the last 2 weeks, but I didn't notice. | 2025-11-16T04:10:12 | https://github.com/ikawrakow/ik_llama.cpp/pull/901 | Betadoggo_ | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oyc1nr | false | null | t3_1oyc1nr | /r/LocalLLaMA/comments/1oyc1nr/ik_llamacpps_llamaserver_supports_vision_models/ | false | false | default | 21 | null |
How do you test new models? | 12 | Same prompt every time? Random prompts? Full blown testing setup? Just vibes?
Trying to figure out what to do with my 1TB drive full of models, I feel like if I just delete them for more I’ll learn nothing! | 2025-11-16T03:45:30 | https://www.reddit.com/r/LocalLLaMA/comments/1oybkdx/how_do_you_test_new_models/ | Borkato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oybkdx | false | null | t3_1oybkdx | /r/LocalLLaMA/comments/1oybkdx/how_do_you_test_new_models/ | false | false | self | 12 | null |
I think I'm falling in love with how good mistral is as an AI. Like it's 8b-7b variants are just so much more dependable and good compared to qwen or something like llama. But the benchmarks show the opposite. How does one find good models if this is the state of benchmarks? | 161 | As I said above mistral is really good.
\- It follows instructions very well
\- doesn't hallucinate (almost zero)
\- gives short answers for short questions and long answers for properly long questions
\- is tiny compared to SOTA while also feeling like I'm talking to something actually intelligent rather tha... | 2025-11-16T03:14:57 | https://www.reddit.com/r/LocalLLaMA/comments/1oyaz1h/i_think_im_falling_in_love_with_how_good_mistral/ | Xanta_Kross | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oyaz1h | false | null | t3_1oyaz1h | /r/LocalLLaMA/comments/1oyaz1h/i_think_im_falling_in_love_with_how_good_mistral/ | false | false | self | 161 | null |
Why is vLLM Outperforming TensorRT-LLM (Nvidia's deployment library)? My Shocking Benchmarks on GPT-OSS-120B with H100 | 37 | So I tested TensorRT LLM with **vLLM and results were shocking. I ran GPT OSS 120b on the same machine. Vllm was beating** TensorRT LLM in most scenarios, so i tested it two times with but the results were same.
Do any of you guys can possibely give reason for this because i heard that in Raw Power you cant beat Tens... | 2025-11-16T03:11:23 | https://www.reddit.com/r/LocalLLaMA/comments/1oyawkl/why_is_vllm_outperforming_tensorrtllm_nvidias/ | kev_11_1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oyawkl | false | null | t3_1oyawkl | /r/LocalLLaMA/comments/1oyawkl/why_is_vllm_outperforming_tensorrtllm_nvidias/ | false | false | self | 37 | null |
Does anyone have a description of the general model families and their strengths and weaknesses? | 11 | I used to play with models like Erosumika and am in the process of setting up mistral and all that, but I don’t have much of a sense of how the families compare.
Obviously I can just use them, I’m just wondering what the general consensus is! Some people would say “never use x, it sucks because…” etc so I’m just curi... | 2025-11-16T03:05:15 | https://www.reddit.com/r/LocalLLaMA/comments/1oyasdz/does_anyone_have_a_description_of_the_general/ | Borkato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oyasdz | false | null | t3_1oyasdz | /r/LocalLLaMA/comments/1oyasdz/does_anyone_have_a_description_of_the_general/ | false | false | self | 11 | null |
FastVLM on ANE | 1 | I am running the FastVLm app on my iPhone, but I'm not sure if there's a way to track if my app is utilizing the ANE for inference. Is anyone aware how to check the ANE utilization, or is there no way to check this?
[https://github.com/apple/ml-fastvlm](https://github.com/apple/ml-fastvlm) | 2025-11-16T02:26:46 | https://www.reddit.com/r/LocalLLaMA/comments/1oya0gc/fastvlm_on_ane/ | Motor_Salt1336 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oya0gc | false | null | t3_1oya0gc | /r/LocalLLaMA/comments/1oya0gc/fastvlm_on_ane/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '7kmXp8QZOuxt4GTsGYQy8qUtaOR2xJsCqfCFDG4pkwg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/7kmXp8QZOuxt4GTsGYQy8qUtaOR2xJsCqfCFDG4pkwg.png?width=108&crop=smart&auto=webp&s=c3d7235b816494315baeb3e2ec6de8ddd461f3ce', 'width': 108}, {'height': 108, 'url': 'h... |
The good stuff is getting pretty large, innit? | 27 | I've been itching to divest myself from Anthropic once a model came around that was "good enough" to produce a starting point about equal to what you get from Claude Code. Qwen3 is nice, and GLM is nicer, but after seeing the benchmarks on MiniMax M2 I have really wanted to give that a stab. I wonder if this is the dir... | 2025-11-16T02:26:09 | https://www.reddit.com/r/LocalLLaMA/comments/1oya00n/the_good_stuff_is_getting_pretty_large_innit/ | SocietyTomorrow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oya00n | false | null | t3_1oya00n | /r/LocalLLaMA/comments/1oya00n/the_good_stuff_is_getting_pretty_large_innit/ | false | false | self | 27 | null |
Do we need a language model torrent index? | 172 | Like a pirate bay of AI models. I don't see myself downloading from it much, but in the event hugging face gets bought out, openai/anthropic get what they want, or third unknown option it might be better to have an existing community hosted option than to scramble to make 1 hundred and then all being pretty bad.
Does ... | 2025-11-16T02:20:43 | https://www.reddit.com/r/LocalLLaMA/comments/1oy9w39/do_we_need_a_language_model_torrent_index/ | MixtureOfAmateurs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy9w39 | false | null | t3_1oy9w39 | /r/LocalLLaMA/comments/1oy9w39/do_we_need_a_language_model_torrent_index/ | false | false | self | 172 | null |
China is clearly stepping up in AI | 0 | Qwen is a strong example of that
they're topping HuggingFace with a whole ecosystem:
VL, image-edit, animate, DeepResearch, and more.
not only, they also hold the most popular space and have several models in the open-LLM rankings. | 2025-11-16T02:17:56 | Chance_Estimate_2651 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oy9u2s | false | null | t3_1oy9u2s | /r/LocalLLaMA/comments/1oy9u2s/china_is_clearly_stepping_up_in_ai/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'vn3hrtjn3j1g1', 'resolutions': [{'height': 88, 'url': 'https://preview.redd.it/vn3hrtjn3j1g1.png?width=108&crop=smart&auto=webp&s=a0228cb9dec48ec7aef56e6b49973f3d9f50acdc', 'width': 108}, {'height': 177, 'url': 'https://preview.redd.it/vn3hrtjn3j1g1.png?width=216&crop=smart&auto=web... | |
Mac studio ultra M3 512GB | 1 | I see a lot of demo about run LLM with Mac studio ultra M3 512GB locally. Is there anyone use it in production environment? I didn't find serious benchmark data about it, is it possible to run such as kimi-k2 thinking with two Mac studio 512GB ? I knew the exo project can connect them, but how much request this solutio... | 2025-11-16T02:04:55 | https://www.reddit.com/r/LocalLLaMA/comments/1oy9kkv/mac_studio_ultra_m3_512gb/ | Every_Bathroom_119 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy9kkv | false | null | t3_1oy9kkv | /r/LocalLLaMA/comments/1oy9kkv/mac_studio_ultra_m3_512gb/ | false | false | self | 1 | null |
Riftrunner is not a joke, guys. This model creates its own game assets on the fly! 🤯 | 0 | I mean, look at this screenshot. This Riftrunner model converted 2D asteroids game into 3D and created its own assets for it all using just code. This is a full single file game written in HTML and Javascript.
Game is playable at [JSFiddle](https://jsfiddle.net/2gobted3/) | 2025-11-16T01:58:31 | Cool-Chemical-5629 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oy9fj4 | false | null | t3_1oy9fj4 | /r/LocalLLaMA/comments/1oy9fj4/riftrunner_is_not_a_joke_guys_this_model_creates/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'q1-SABo5F9b9PMtvMZ2qwo2s3UhgeUid1JAudF4GDBU', 'resolutions': [{'height': 55, 'url': 'https://preview.redd.it/txfq4wl4zi1g1.png?width=108&crop=smart&auto=webp&s=9ab86d076c7242a702c78e52b217a1b1207c23aa', 'width': 108}, {'height': 111, 'url': 'https://preview.redd.it/txfq4wl4zi1g1.png... | ||
Hardware specs for my first time. Text and image. I don't need crazy speed, want to be realistic on a budget | 2 | Tell me what is enough. Or tell me this isn't feasible. I do want to learn how to set this up though
Never done any of this before, I'm running true NAS community edition on my server. I think I need at least 16 gigs of video memory?
Want to generate stories for d&d, make artwork for my campaigns, do some finance w... | 2025-11-16T01:54:03 | https://www.reddit.com/r/LocalLLaMA/comments/1oy9cab/hardware_specs_for_my_first_time_text_and_image_i/ | Beneficial-Claim-381 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy9cab | false | null | t3_1oy9cab | /r/LocalLLaMA/comments/1oy9cab/hardware_specs_for_my_first_time_text_and_image_i/ | false | false | self | 2 | null |
Seeking Advice: Should I Use a Tablet with Inference API for Local LLM Project? | 1 |
Hi everyone,
I have a server rig at home that I primarily use, but I don't own a laptop or tablet for other tasks, which means I don’t take anything out with me. Recently, I've been asked to create a small local LLM for a friend's business, where I'll be uploading documents for the LLM to answer employee questions.
... | 2025-11-16T01:51:43 | https://www.reddit.com/r/LocalLLaMA/comments/1oy9am8/seeking_advice_should_i_use_a_tablet_with/ | FormalAd7367 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy9am8 | false | null | t3_1oy9am8 | /r/LocalLLaMA/comments/1oy9am8/seeking_advice_should_i_use_a_tablet_with/ | false | false | self | 1 | null |
Are these GSM8K improvements meaningful for a small 2B model? | 1 | Hey everyone, I’ve been doing a small experiment with training a 2B model (Gemma-2B IT) using GRPO on Kaggle, and I wanted to ask the community how “meaningful” these improvements actually are.
This is just a hobby project — I’m not a researcher — so I don’t really know how to judge these numbers.
The base model on G... | 2025-11-16T01:48:44 | https://www.reddit.com/r/LocalLLaMA/comments/1oy98ds/are_these_gsm8k_improvements_meaningful_for_a/ | Safe_Ranger3690 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy98ds | false | null | t3_1oy98ds | /r/LocalLLaMA/comments/1oy98ds/are_these_gsm8k_improvements_meaningful_for_a/ | false | false | self | 1 | null |
Roleplayers as the true, dedicated local model insurgents | 0 | Post on reddit for someone talking about self harm on the fears of erotica ChatGPT Ashley/Madison reveal. (pretty wild how dangerous that autocompletion/next token prediction has become!)
[https://www.reddit.com/r/ArtificialInteligence/comments/1oy5yn2/how\_to\_break\_free\_from\_chatgpt\_psychosis/](https://www.re... | 2025-11-16T01:48:20 | https://www.reddit.com/r/LocalLLaMA/comments/1oy984l/roleplayers_as_the_true_dedicated_local_model/ | kaggleqrdl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy984l | false | null | t3_1oy984l | /r/LocalLLaMA/comments/1oy984l/roleplayers_as_the_true_dedicated_local_model/ | false | false | 0 | null | |
I just discovered something about LM Studio I had no idea it had.. | 5 | I had no idea that LM Studio had a cli. Had no freaking clue. And in Linux no less. I usually stay away from cli, because half the time they're not well put together, unnecessarily hard or hard's sake, and never gave me the output I wanted. But I was reading through the docs and found out it has one. and it's actually ... | 2025-11-16T00:17:54 | https://www.reddit.com/r/LocalLLaMA/comments/1oy7ane/i_just_discovered_something_about_lm_studio_i_had/ | Savantskie1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy7ane | false | null | t3_1oy7ane | /r/LocalLLaMA/comments/1oy7ane/i_just_discovered_something_about_lm_studio_i_had/ | false | false | self | 5 | null |
Any recommendations for a model good at maintaining character for a 1080ti that's doing its best? | 2 | So far I've not found anything better than Fimbulvetr-11B-v2-Test-14.q6_K.gguf.
It isn't a "sexy" model that tries to make everything erotic and will happily tell the user to take a hike if the character you give it wouldn't be up for that kind of thing. However it suffers from a pretty short context and gets a bit u... | 2025-11-15T23:42:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oy6iiv/any_recommendations_for_a_model_good_at/ | Crypt0Nihilist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy6iiv | false | null | t3_1oy6iiv | /r/LocalLLaMA/comments/1oy6iiv/any_recommendations_for_a_model_good_at/ | false | false | self | 2 | null |
Advice Getting Higgs TTS to Work Well? | 1 | I believe I have the quantized version and I try to have it voice 10 second audio files at a time. But each audio file sounds like it's by a slightly different voice. Is there a way to make it consistent throughout? | 2025-11-15T23:35:49 | https://www.reddit.com/r/LocalLLaMA/comments/1oy6dfa/advice_getting_higgs_tts_to_work_well/ | Head-Investigator540 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy6dfa | false | null | t3_1oy6dfa | /r/LocalLLaMA/comments/1oy6dfa/advice_getting_higgs_tts_to_work_well/ | false | false | self | 1 | null |
Discord for Audio/Voice AI Enthusiasts? - Open Source and Closed | 1 | [removed] | 2025-11-15T23:34:19 | Cipher_Lock_20 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oy6c8n | false | null | t3_1oy6c8n | /r/LocalLLaMA/comments/1oy6c8n/discord_for_audiovoice_ai_enthusiasts_open_source/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'sxab2gkiai1g1', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/sxab2gkiai1g1.jpeg?width=108&crop=smart&auto=webp&s=9977d1aeb1010767eca3894ef9298d83c2d88ece', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/sxab2gkiai1g1.jpeg?width=216&crop=smart&auto=w... | |
Built a Mac app that makes local AI actually simple to use | 528 | Hey r/LocalLLaMA \- longtime lurker, first-time poster.
**The problem:** My non-tech friends kept asking me to set up local AI because they didn't want to upload work docs to ChatGPT. Existing tools, I really love them, but it's still required to have understanding of quantisation, context windows, memory bandwidth, T... | 2025-11-15T23:32:19 | https://www.reddit.com/r/LocalLLaMA/comments/1oy6aod/built_a_mac_app_that_makes_local_ai_actually/ | Unique-Temperature17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy6aod | false | null | t3_1oy6aod | /r/LocalLLaMA/comments/1oy6aod/built_a_mac_app_that_makes_local_ai_actually/ | false | false | self | 528 | null |
I tried building my own privacy first secret chat AI, here is what I learned | 0 | I’ve been experimenting with local-first AI tools lately, and I wanted to share my experience in case anyone else is curious about running an AI fully on your own device. No cloud. No sign-ins. No hidden data collection. No tracking.
The idea started simple, can I have a secret chat AI that answers my questions witho... | 2025-11-15T23:00:11 | https://www.reddit.com/r/LocalLLaMA/comments/1oy5kll/i_tried_building_my_own_privacy_first_secret_chat/ | opossum-doo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy5kll | false | null | t3_1oy5kll | /r/LocalLLaMA/comments/1oy5kll/i_tried_building_my_own_privacy_first_secret_chat/ | false | false | self | 0 | null |
Apple Foundation Models are surprisingly good at text compression | 0 | I've been working with really long inputs and prior chat transcripts lately. I kept running into context limits, so I started using Apple's Foundation Models as a pre-processing step.
It turns out they compress and summarize really well while keeping the important structure and meaning. It makes sense in hindsight bec... | 2025-11-15T22:48:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oy5azd/apple_foundation_models_are_surprisingly_good_at/ | Available_Beach2739 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy5azd | false | null | t3_1oy5azd | /r/LocalLLaMA/comments/1oy5azd/apple_foundation_models_are_surprisingly_good_at/ | false | false | self | 0 | null |
Customize SLMs to GPT5+ performance | 0 | 🚀 **Looking for founders/engineers with** ***real*** **workflows who want a tuned small-model that outperforms GPT-4/5 for your specific task.**
We built a web UI that lets you **iteratively improve an SLM in minutes**.
We’re running a 36-hour sprint to collect real use-cases — and you can come in person to our SF ... | 2025-11-15T22:41:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oy5582/customize_slms_to_gpt5_performance/ | humble_pi_314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy5582 | false | null | t3_1oy5582 | /r/LocalLLaMA/comments/1oy5582/customize_slms_to_gpt5_performance/ | false | false | self | 0 | null |
Realistic uncensored chat models like these ones? | 0 | I'm trying and struggling to find good uncensored chat style models that will simulate realistic human like conversation with a character defined in a system prompt. So far, these are the ones that seem to work the best:
Llama-3-8B-Lexi-Uncensored
UnslopNemo-12B-v4
llama3.1-8b-abliterated
I've seen others recommend... | 2025-11-15T22:33:56 | https://www.reddit.com/r/LocalLLaMA/comments/1oy4z1j/realistic_uncensored_chat_models_like_these_ones/ | c00kiepuss | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy4z1j | false | null | t3_1oy4z1j | /r/LocalLLaMA/comments/1oy4z1j/realistic_uncensored_chat_models_like_these_ones/ | false | false | self | 0 | null |
The more restrictive LLMs like ChatGPT become, the clearer it becomes: local models are the future. | 128 | I can only recommend that everyone stop using ChatGPT. This extreme over-censorship, over-filtering, over-regulation suffocates almost every conversation right from the start. As soon as anything goes even slightly in the direction of emotional conversations, the system blocks it and you only get warnings. Why would an... | 2025-11-15T22:00:04 | https://www.reddit.com/r/LocalLLaMA/comments/1oy46o3/the_more_restrictive_llms_like_chatgpt_become_the/ | orionstern | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy46o3 | false | null | t3_1oy46o3 | /r/LocalLLaMA/comments/1oy46o3/the_more_restrictive_llms_like_chatgpt_become_the/ | false | false | self | 128 | null |
Have you wondered about the cost of APi for a model provider like Anthropic? | 1 | Let's suppose claude sonnet 4.0 has 700b params and 32b active parameters . How much does it cost approximately to train for one training run if you rent the gpus by bulk or you own it? And the inference cost?
Suppose it was trained on 15 trillion tokens(including distilled) and 32 b active and sometimes you have ... | 2025-11-15T21:44:11 | https://www.reddit.com/r/LocalLLaMA/comments/1oy3tg8/have_you_wondered_about_the_cost_of_api_for_a/ | power97992 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy3tg8 | false | null | t3_1oy3tg8 | /r/LocalLLaMA/comments/1oy3tg8/have_you_wondered_about_the_cost_of_api_for_a/ | false | false | self | 1 | null |
MiniMax model downloaded from LM Studio thinks "I am Claude from Anthropic" | 0 | MiniMax M2 model downloaded from LM Studio thinks "I am Claude from Anthropic" ... what did I do wrong?
In the first interaction, it looks like another conversation about photos was already started ... | 2025-11-15T21:15:42 | https://www.reddit.com/r/LocalLLaMA/comments/1oy3577/minimax_model_downloaded_from_lm_studio_thinks_i/ | The7thDefence | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy3577 | false | null | t3_1oy3577 | /r/LocalLLaMA/comments/1oy3577/minimax_model_downloaded_from_lm_studio_thinks_i/ | false | false | self | 0 | null |
Released Audiobook Creator v2.0 – Huge Upgrade to Character Identification + Better TTS Quality | 49 | Pushed a new update to my **Audiobook Creator** project and this one’s a pretty big step up, especially for people who use multi-voice audiobooks or care about cleaner, more natural output.
Links:
[Repo](https://github.com/prakharsr/audiobook-creator)
[Sample audiobook (Orpheus, multi-voice)](https://audio.com/pra... | 2025-11-15T20:56:28 | https://www.reddit.com/r/LocalLLaMA/comments/1oy2opt/released_audiobook_creator_v20_huge_upgrade_to/ | prakharsr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy2opt | false | null | t3_1oy2opt | /r/LocalLLaMA/comments/1oy2opt/released_audiobook_creator_v20_huge_upgrade_to/ | false | false | self | 49 | {'images': [{'source': {'url': 'https://external-preview.redd.it/ii4qvgMW3gPI4pj0ku9BJZJ1oYMAFLyM2tqz6ONpl6E.png?auto=webp&s=6a0ee93847f62c0e8932c443ff3d20d72894d4a8', 'width': 1200, 'height': 600}, 'resolutions': [{'url': 'https://external-preview.redd.it/ii4qvgMW3gPI4pj0ku9BJZJ1oYMAFLyM2tqz6ONpl6E.png?width=108&crop=... |
Looking for an AI LLM centralisation app & small models | 2 | Hello everyone,
I am a beginner when it comes to using LLMs and AI-assisted services, whether online or offline (local). I'm on Mac.
To find my best workflow, I need to test several things at the same time. I realise that i can quickly fill up my PC by installing client applications from the big names in the industry... | 2025-11-15T20:53:38 | https://www.reddit.com/r/LocalLLaMA/comments/1oy2mbj/looking_for_an_ai_llm_centralisation_app_small/ | Artyom_84 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy2mbj | false | null | t3_1oy2mbj | /r/LocalLLaMA/comments/1oy2mbj/looking_for_an_ai_llm_centralisation_app_small/ | false | false | self | 2 | null |
Can large language models understand the underlying structure of human language? The biggest ones are able to communicate in base64 as if it was yet another language. | 2 | 2025-11-15T20:40:32 | https://grok.com/share/c2hhcmQtMi1jb3B5_78b410db-8f41-4863-a27e-5349264f1081 | Extraaltodeus | grok.com | 1970-01-01T00:00:00 | 0 | {} | 1oy2b4w | false | null | t3_1oy2b4w | /r/LocalLLaMA/comments/1oy2b4w/can_large_language_models_understand_the/ | false | false | default | 2 | null | |
investigating sherlok stealth model | 0 | i'm not sure if its accurate but it said its lab is xai | 2025-11-15T20:36:21 | superNova-best | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oy27ms | false | null | t3_1oy27ms | /r/LocalLLaMA/comments/1oy27ms/investigating_sherlok_stealth_model/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '8xos0fqoeh1g1', 'resolutions': [{'height': 44, 'url': 'https://preview.redd.it/8xos0fqoeh1g1.png?width=108&crop=smart&auto=webp&s=3297e083ac8f14670e02cba5586a74355e643d61', 'width': 108}, {'height': 88, 'url': 'https://preview.redd.it/8xos0fqoeh1g1.png?width=216&crop=smart&auto=webp... | |
LMAO After burning through $7 of tokens Roocode just celebrated finishing a tiny test app (it was still broken) then blamed the model (GLM-4.6) and when I configured it to use a leading SOTA model to fix the app, Roocode said it´s not worth trying as it already verified that the app is correct. | 0 | This little fucker really got under my skin, haha.
/rant | 2025-11-15T20:32:24 | https://www.reddit.com/r/LocalLLaMA/comments/1oy24as/lmao_after_burning_through_7_of_tokens_roocode/ | finkonstein | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy24as | false | null | t3_1oy24as | /r/LocalLLaMA/comments/1oy24as/lmao_after_burning_through_7_of_tokens_roocode/ | false | false | self | 0 | null |
I just open-sourced AICL — a new communication protocol for modular AI systems | 1 | [removed] | 2025-11-15T20:21:52 | https://github.com/LocalHouseLLM/AICL | Electrical_Key3019 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oy1vbb | false | null | t3_1oy1vbb | /r/LocalLLaMA/comments/1oy1vbb/i_just_opensourced_aicl_a_new_communication/ | false | false | default | 1 | null |
Model recommendations for 128GB Strix Halo and other big unified RAM machines? | 44 | In recent weeks I just powered up a 128GB unified memory Strix Halo box (Beelink GTR9) with latest Debian stable. I was seeing some NIC reliability issues with unstable's extremely new kernels and the ixgbe driver code couldn't handle some driver API changes that happened there and that's one of the required points for... | 2025-11-15T20:21:44 | https://www.reddit.com/r/LocalLLaMA/comments/1oy1v7q/model_recommendations_for_128gb_strix_halo_and/ | blbd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy1v7q | false | null | t3_1oy1v7q | /r/LocalLLaMA/comments/1oy1v7q/model_recommendations_for_128gb_strix_halo_and/ | false | false | self | 44 | null |
I just open-sourced AICL — a new communication protocol for modular AI systems | 1 | [removed] | 2025-11-15T20:20:05 | https://www.reddit.com/r/LocalLLaMA/comments/1oy1tso/i_just_opensourced_aicl_a_new_communication/ | Electrical_Key3019 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy1tso | false | null | t3_1oy1tso | /r/LocalLLaMA/comments/1oy1tso/i_just_opensourced_aicl_a_new_communication/ | false | false | self | 1 | null |
The highest Quality of Qwen Coder FP32 | 22 | Quantized from Hugston Team.
[https://huggingface.co/Trilogix1/Qwen\_Coder\_F32](https://huggingface.co/Trilogix1/Qwen_Coder_F32)
Enjoy | 2025-11-15T20:18:46 | Trilogix | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oy1sos | false | null | t3_1oy1sos | /r/LocalLLaMA/comments/1oy1sos/the_highest_quality_of_qwen_coder_fp32/ | false | false | default | 22 | {'enabled': True, 'images': [{'id': '9avsfezkbh1g1', 'resolutions': [{'height': 59, 'url': 'https://preview.redd.it/9avsfezkbh1g1.png?width=108&crop=smart&auto=webp&s=64b6977bfe01a0e978371d976840de29674c15ee', 'width': 108}, {'height': 118, 'url': 'https://preview.redd.it/9avsfezkbh1g1.png?width=216&crop=smart&auto=web... | |
Looking for feedback - I built Socratic, a knowledge-base builder where YOU stay in control | 0 | Hey everyone,
I’ve been working on an open-source project and would love your feedback. Not selling anything - just trying to see whether it solves a real problem.
Most agent knowledge base tools today are "document dumps": throw everything into RAG and hope the agent picks the right info. If the agent gets confused ... | 2025-11-15T19:59:54 | https://www.reddit.com/r/LocalLLaMA/comments/1oy1bv3/looking_for_feedback_i_built_socratic_a/ | Unable-Living-3506 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy1bv3 | false | null | t3_1oy1bv3 | /r/LocalLLaMA/comments/1oy1bv3/looking_for_feedback_i_built_socratic_a/ | false | false | self | 0 | {'images': [{'source': {'url': 'https://external-preview.redd.it/X9hNDQ-BYCUqRyCEfilL0wOexADso0omqM5jXiNHz7Q.jpeg?auto=webp&s=5d278dbd51a914989e713e39a84f1c9809bc0585', 'width': 480, 'height': 360}, 'resolutions': [{'url': 'https://external-preview.redd.it/X9hNDQ-BYCUqRyCEfilL0wOexADso0omqM5jXiNHz7Q.jpeg?width=108&crop... |
A RAG Boilerplate with Extensive Documentation | 9 | I open-sourced the RAG boilerplate I’ve been using for my own experiments with extensive docs on system design.
It's mostly for educational purposes, but why not make it bigger later on?
Repo: [https://github.com/mburaksayici/RAG-Boilerplate](https://github.com/mburaksayici/RAG-Boilerplate)
\- Includes proposition... | 2025-11-15T19:59:00 | mburaksayici | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oy1b26 | false | null | t3_1oy1b26 | /r/LocalLLaMA/comments/1oy1b26/a_rag_boilerplate_with_extensive_documentation/ | false | false | 9 | {'images': [{'source': {'url': 'https://preview.redd.it/zo99x15z7h1g1.gif?format=png8&s=e8f4c76f15148a7134bfd165576f86088ffbcf42', 'width': 1222, 'height': 720}, 'resolutions': [{'url': 'https://preview.redd.it/zo99x15z7h1g1.gif?width=108&crop=smart&format=png8&s=5a3c4a996889bf10c78871997d8d4c8f9b50feb0', 'width': 108,... | ||
Mi50 Prices Nov 2025 | 19 | The best prices on alibaba for small order quantities I'm seeing is $106 for the 16gb (with turbo fan) and $320 for the 32gb.
The 32gb are mostly sold out.
What prices are you paying?
Thanks | 2025-11-15T19:43:01 | https://www.reddit.com/r/LocalLLaMA/comments/1oy0x1j/mi50_prices_nov_2025/ | Success-Dependent | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy0x1j | false | null | t3_1oy0x1j | /r/LocalLLaMA/comments/1oy0x1j/mi50_prices_nov_2025/ | false | false | self | 19 | null |
Why do (some) people hate Open WebUI? | 87 | I’m new to local hosted LLMs. I’ve setup mine using LM Studio + Open WebUI (for external access). I couldn’t help but notice every video/post/tutorial has some people in the comments saying how you shouldn’t use Open WebUi. But not really clear as to “why?” | 2025-11-15T19:12:11 | https://www.reddit.com/r/LocalLLaMA/comments/1oy053m/why_do_some_people_hate_open_webui/ | liviuberechet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oy053m | false | null | t3_1oy053m | /r/LocalLLaMA/comments/1oy053m/why_do_some_people_hate_open_webui/ | false | false | self | 87 | null |
Extract structured data from long Pdf/excel docs with no standards. | 3 | We have documents(excel, pdf) with lots of pages, mostly things like bills, items, quantities etc. There are divisions, categories and items within it. And Excels can have multiple sheets. And things can span multi pages. I have a structured pydantic schema I want as output. I need to identify each item and the categor... | 2025-11-15T18:51:30 | https://www.reddit.com/r/LocalLLaMA/comments/1oxzmai/extract_structured_data_from_long_pdfexcel_docs/ | LakeRadiant446 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxzmai | false | null | t3_1oxzmai | /r/LocalLLaMA/comments/1oxzmai/extract_structured_data_from_long_pdfexcel_docs/ | false | false | self | 3 | null |
With this "AI research skills", my CC can help me conduct AI research experiments much BETTER! | 2 | over the past few months I’ve been working with Claude Code to help me with my AI research workflows, however, i found its current abilities quite **limited** when it comes to use existing open-source frameworks (like vLLM, TRL, etc.) to actually run real research experiments.
After Anthropic released the concept of *... | 2025-11-15T18:47:58 | https://www.reddit.com/r/LocalLLaMA/comments/1oxzizr/with_this_ai_research_skills_my_cc_can_help_me/ | Pleasant-Type2044 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxzizr | false | null | t3_1oxzizr | /r/LocalLLaMA/comments/1oxzizr/with_this_ai_research_skills_my_cc_can_help_me/ | false | false | self | 2 | null |
Voices to clone | 4 | Basically, I need people who would allow me to clone their voice on a local LLM for audiobooks and sell them. Do you know any free-to-use or paid voice datasets for this? | 2025-11-15T18:42:36 | https://www.reddit.com/r/LocalLLaMA/comments/1oxze50/voices_to_clone/ | EfficientCourage588 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxze50 | false | null | t3_1oxze50 | /r/LocalLLaMA/comments/1oxze50/voices_to_clone/ | false | false | self | 4 | null |
New Sherlock Alpha Stealth Models on OpenRouter might be Grok 4.20 | 99 | The Sherlock models are from xAI, probably Grok 4.20.
For context, two new stealth models just appeared on OpenRouter:
Sherlock Alpha and Sherlock Think Alpha.
From the testing I've done so far, capabilities aren't anything super new, but better than Grok 4 and Grok 4 Fast.
If this doesn't come out before Gemini 3 ... | 2025-11-15T18:23:15 | According-Zombie-337 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oxywsc | false | null | t3_1oxywsc | /r/LocalLLaMA/comments/1oxywsc/new_sherlock_alpha_stealth_models_on_openrouter/ | false | false | default | 99 | {'enabled': True, 'images': [{'id': 'j373g4gxqg1g1', 'resolutions': [{'height': 122, 'url': 'https://preview.redd.it/j373g4gxqg1g1.jpeg?width=108&crop=smart&auto=webp&s=a2689fce1a082a73b3de63abac608bbf8a6b3881', 'width': 108}, {'height': 244, 'url': 'https://preview.redd.it/j373g4gxqg1g1.jpeg?width=216&crop=smart&auto=... | |
Prove me wrong, M4 Max (40 GPU, 60 Go Unified Ram) better in value than M3 Ultra (60 GPU, 96 Unified Ram) | 0 | I am basing my opinion on [https://github.com/ggml-org/llama.cpp/discussions/4167](https://github.com/ggml-org/llama.cpp/discussions/4167)
which shows not much difference between the two, but for the price the M3 Ultra is a lot more. I am interested in Agentic Context Engineering (ACE) workflows as an alternative to ... | 2025-11-15T18:22:46 | https://www.reddit.com/r/LocalLLaMA/comments/1oxywd9/prove_me_wrong_m4_max_40_gpu_60_go_unified_ram/ | jiii95 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxywd9 | false | null | t3_1oxywd9 | /r/LocalLLaMA/comments/1oxywd9/prove_me_wrong_m4_max_40_gpu_60_go_unified_ram/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'wr_VKNwD_8rerQcJ_lfYjdWPmgkaDYtkHG9P0kPWshc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wr_VKNwD_8rerQcJ_lfYjdWPmgkaDYtkHG9P0kPWshc.png?width=108&crop=smart&auto=webp&s=b32d7bd382d7fe4d7400e8eebface0fb670532ea', 'width': 108}, {'height': 108, 'url': 'h... |
Risks with adding additional GPU and PSU | 2 | My current rig has a 5090 and a 1200w power supply. I also have a 4090 and an extra 1000w power supply laying around. I’m debating whether to sell them or add them to the current system. It would be really nice to increase the context window with my local models, so long as it doesn’t degrade the machine's gaming pe... | 2025-11-15T18:13:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oxyo5a/risks_with_adding_additional_gpu_and_psu/ | ki7a | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxyo5a | false | null | t3_1oxyo5a | /r/LocalLLaMA/comments/1oxyo5a/risks_with_adding_additional_gpu_and_psu/ | false | false | self | 2 | null |
glm-4.6v incoming? | 1 | [removed] | 2025-11-15T17:43:58 | https://www.reddit.com/r/LocalLLaMA/comments/1oxxwiy/glm46v_incoming/ | festr2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxxwiy | false | null | t3_1oxxwiy | /r/LocalLLaMA/comments/1oxxwiy/glm46v_incoming/ | false | false | self | 1 | null |
Kimi K2 is the best clock AI | 310 | Every minute, a new clock is displayed that has been generated by nine different AI models.
Each model is allowed 2000 tokens to generate its clock. Here is its prompt:
>Create HTML/CSS of an analog clock showing ${time}. Include numbers (or numerals) if you wish, and have a CSS animated second hand. Make it responsi... | 2025-11-15T17:38:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oxxrhc/kimi_k2_is_the_best_clock_ai/ | InternationalAsk1490 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxxrhc | false | null | t3_1oxxrhc | /r/LocalLLaMA/comments/1oxxrhc/kimi_k2_is_the_best_clock_ai/ | false | false | self | 310 | null |
I turned my gaming PC into my first AI server! | 1 | [removed] | 2025-11-15T17:37:59 | ImWinwin | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oxxr63 | false | null | t3_1oxxr63 | /r/LocalLLaMA/comments/1oxxr63/i_turned_my_gaming_pc_into_my_first_ai_server/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'ctwp8mboig1g1', 'resolutions': [{'height': 192, 'url': 'https://preview.redd.it/ctwp8mboig1g1.jpeg?width=108&crop=smart&auto=webp&s=6f06d3e413b67c3acd635bddca503a03f4787cd3', 'width': 108}, {'height': 384, 'url': 'https://preview.redd.it/ctwp8mboig1g1.jpeg?width=216&crop=smart&auto=... | |
Cheapest GPU/Accelerators for Workstation with 4 PCIe slots. | 0 | I have a Lenovo 920 with no GPUs and I am looking to add something so that I can run some LLMs locally to play around with agentic code generators like Plandex and Cline without having to worry about API costs | 2025-11-15T17:34:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oxxo90/cheapest_gpuaccelerators_for_workstation_with_4/ | Haunting_Car_626 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxxo90 | false | null | t3_1oxxo90 | /r/LocalLLaMA/comments/1oxxo90/cheapest_gpuaccelerators_for_workstation_with_4/ | false | false | self | 0 | null |
I turned my gaming PC into my first AI server! | 1 | [removed] | 2025-11-15T17:34:05 | https://www.reddit.com/r/LocalLLaMA/comments/1oxxnpb/i_turned_my_gaming_pc_into_my_first_ai_server/ | ImWinwin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxxnpb | false | null | t3_1oxxnpb | /r/LocalLLaMA/comments/1oxxnpb/i_turned_my_gaming_pc_into_my_first_ai_server/ | false | false | self | 1 | null |
Trying to figure out which WebUI/interface is best for my personal LocalLLaMA needs (and maybe what model too?) | 1 | Haven't used local LLMs in a while but want to switch back to using them.
I previously used Oobabooga but I don't see it mentioned much anymore so I'm assuming it's either outdated or there are better options?
Some functionality I want are:
- The ability to get my LLM model to search the web
- A way to store memori... | 2025-11-15T17:27:35 | https://www.reddit.com/r/LocalLLaMA/comments/1oxxhzf/trying_to_figure_out_which_webuiinterface_is_best/ | MakeshiftApe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxxhzf | false | null | t3_1oxxhzf | /r/LocalLLaMA/comments/1oxxhzf/trying_to_figure_out_which_webuiinterface_is_best/ | false | false | self | 1 | null |
AI Poetry | 0 | Posting with another account for obvious reasons.
**Does your LLM understands this? Please include percentages in your answer. Thank you!**
\[ROSETTA:
∃ ≡ "introduces"
∈ ≡ "belongs to"
⊂ ≡ "contains parts"
→ ≡ "transforms toward"
⊕ ≡ "sequence"
≡ ≡ "alias"
\];
**Stanza 1**
\[∃: dawn\_of\_mind... | 2025-11-15T17:04:00 | https://www.reddit.com/r/LocalLLaMA/comments/1oxwwtl/ai_poetry/ | CuriousMonkey-Wrench | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxwwtl | false | null | t3_1oxwwtl | /r/LocalLLaMA/comments/1oxwwtl/ai_poetry/ | false | false | self | 0 | null |
“We don’t need corp AI, we have AI at home.. “ | 443 | .. the AI at home. I figured you guys would appreciate this more than my irl peeps :) | 2025-11-15T16:30:40 | https://www.reddit.com/gallery/1oxw1rf | Birchi | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oxw1rf | false | null | t3_1oxw1rf | /r/LocalLLaMA/comments/1oxw1rf/we_dont_need_corp_ai_we_have_ai_at_home/ | false | false | 443 | null | |
“We don’t need Corp AI.. we have AI at home… “ | 1 | .. the AI at home. I figure you guys might appreciate this more than most of the people in my life :)
| 2025-11-15T16:28:24 | https://www.reddit.com/gallery/1oxvzoo | Birchi | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oxvzoo | false | null | t3_1oxvzoo | /r/LocalLLaMA/comments/1oxvzoo/we_dont_need_corp_ai_we_have_ai_at_home/ | false | false | 1 | null | |
7 Travel Apps Most Professionals Count On to make Every Vacation . | 1 | [removed] | 2025-11-15T16:18:50 | https://newsaffairng.com/2024/04/22/travel-apps-that-professionals-use-on-every-vacation/ | marcyabadir | newsaffairng.com | 1970-01-01T00:00:00 | 0 | {} | 1oxvqil | false | null | t3_1oxvqil | /r/LocalLLaMA/comments/1oxvqil/7_travel_apps_most_professionals_count_on_to_make/ | false | false | default | 1 | null |
The Silicon Leash: Why ASI Takeoff has a Hard Physical Bottleneck for 10-20 Years | 10 | **TL;DR / Short Version:**
We often think of ASI takeoff as a purely computational event. But a nascent ASI will be critically dependent on the human-run semiconductor supply chain for at least a decade. This chain is incredibly fragile (ASML's EUV monopoly, $40B fabs, geopolitical chokepoints) and relies on "tacit k... | 2025-11-15T15:34:01 | https://dnhkng.github.io/posts/silicon-leash/ | Reddactor | dnhkng.github.io | 1970-01-01T00:00:00 | 0 | {} | 1oxumd9 | false | null | t3_1oxumd9 | /r/LocalLLaMA/comments/1oxumd9/the_silicon_leash_why_asi_takeoff_has_a_hard/ | false | false | default | 10 | null |
Whats the difference that makes moshi ai stupit but sesame ai smart | 0 | i just wonder what is the reason why moshi ai was terrible and kept on getting into loops like "im sorry im sorry" but what did sesame team could have done different that get thier csm model to be smart conversational model that can actualy talk with | 2025-11-15T15:29:31 | https://www.reddit.com/r/LocalLLaMA/comments/1oxuiek/whats_the_difference_that_makes_moshi_ai_stupit/ | Forsaken-Turnip-6664 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxuiek | false | null | t3_1oxuiek | /r/LocalLLaMA/comments/1oxuiek/whats_the_difference_that_makes_moshi_ai_stupit/ | false | false | self | 0 | null |
I built my own AI chatbot from scratch (no sign-in needed). Would love feedback! | 0 | I built my own AI chatbot from scratch (no sign-in needed).
It works globally, streams responses instantly, and runs on my own server stack.
Would love feedback on the UI and model quality!
Go talk to it: [https://cdpn.io/pen/debug/YPKEPam](https://cdpn.io/pen/debug/YPKEPam) | 2025-11-15T15:23:56 | https://www.reddit.com/r/LocalLLaMA/comments/1oxudit/i_built_my_own_ai_chatbot_from_scratch_no_signin/ | megatech_official | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxudit | false | null | t3_1oxudit | /r/LocalLLaMA/comments/1oxudit/i_built_my_own_ai_chatbot_from_scratch_no_signin/ | false | false | self | 0 | null |
I built a fast, no-login AI chat app powered by LLaMA — would love feedback from the LocalLLaMA community | 1 | I’ve been experimenting with local + edge LLaMA setups for a while, and I finally built something I wanted to share:
**Megatech AI** \- a lightweight, no-login chat app powered entirely by my own LLaMA backend (Ollama-based).
**Live demo:** [https://cdpn.io/pen/debug/YPKEPam](https://cdpn.io/pen/debug/YPKEPam)
*(S... | 2025-11-15T15:20:19 | https://www.reddit.com/r/LocalLLaMA/comments/1oxuacj/i_built_a_fast_nologin_ai_chat_app_powered_by/ | megatech_official | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxuacj | false | null | t3_1oxuacj | /r/LocalLLaMA/comments/1oxuacj/i_built_a_fast_nologin_ai_chat_app_powered_by/ | false | false | self | 1 | null |
OrKa v0.9.6: deterministic agent routing for local LLM stacks (multi factor scoring, OSS) | 3 | I run a lot of my experiments on local models only. That is fun until you try to build non trivial workflows and realise you have no clue why a given path was taken.
So I have been building OrKa, a YAML based cognition orchestrator that plays nicely with local LLMs (Ollama, vLLM, whatever you prefer).
In v0.9.6 the f... | 2025-11-15T15:15:13 | marcosomma-OrKA | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oxu5wd | false | null | t3_1oxu5wd | /r/LocalLLaMA/comments/1oxu5wd/orka_v096_deterministic_agent_routing_for_local/ | false | false | default | 3 | {'enabled': True, 'images': [{'id': 'eb75af2dtf1g1', 'resolutions': [{'height': 61, 'url': 'https://preview.redd.it/eb75af2dtf1g1.png?width=108&crop=smart&auto=webp&s=82b199a9f967ea528ff41f8a2c9522592f3ba678', 'width': 108}, {'height': 123, 'url': 'https://preview.redd.it/eb75af2dtf1g1.png?width=216&crop=smart&auto=web... | |
Local model for creative writing with MCP. | 2 | Hi everyone, I use LLM models (mainly proprietary Claude) for many things, but recently I started using it to brainstorm ideas for my DnD campaign. I usually come up with ideas that I would like to develop and discuss them with LLM. Usually, the model refines or supplements my idea, I make some changes to it, and when ... | 2025-11-15T15:03:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oxtw3p/local_model_for_creative_writing_with_mcp/ | Elsuvio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxtw3p | false | null | t3_1oxtw3p | /r/LocalLLaMA/comments/1oxtw3p/local_model_for_creative_writing_with_mcp/ | false | false | self | 2 | null |
US Cloud Giants to Spend ~8.16× What China Does in 2025–27 — $1.7 Trillion vs $210 Billion, Will it translate to stronger US AI dominance? | 250 | 2025-11-15T14:40:20 | abdouhlili | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oxtc5y | false | null | t3_1oxtc5y | /r/LocalLLaMA/comments/1oxtc5y/us_cloud_giants_to_spend_816_what_china_does_in/ | false | false | default | 250 | {'enabled': True, 'images': [{'id': 'sjklvwo8nf1g1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/sjklvwo8nf1g1.jpeg?width=108&crop=smart&auto=webp&s=caa371810255688087728894634d070aa7a83645', 'width': 108}, {'height': 120, 'url': 'https://preview.redd.it/sjklvwo8nf1g1.jpeg?width=216&crop=smart&auto=w... | ||
Please quantize this | 0 | Can someone please quanitze this model?
https://huggingface.co/cerebras/MiniMax-M2-REAP-172B-A10B
https://huggingface.co/cerebras/MiniMax-M2-REAP-162B-A10B
| 2025-11-15T14:39:50 | https://www.reddit.com/r/LocalLLaMA/comments/1oxtbpe/please_quantize_this/ | lumos675 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxtbpe | false | null | t3_1oxtbpe | /r/LocalLLaMA/comments/1oxtbpe/please_quantize_this/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '3MtGVOnWZy1IT16u2e0DlzH4XGv1oVdDyptqOnSMtkE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/3MtGVOnWZy1IT16u2e0DlzH4XGv1oVdDyptqOnSMtkE.png?width=108&crop=smart&auto=webp&s=15658e73acfa0a382bcd08c8b9c6a5261a858d5d', 'width': 108}, {'height': 116, 'url': 'h... |
Claude's assessment of Anthropic's blog on "First ever AI orchestrated cyberattack" | 0 | Source: [https://x.com/SIGKITTEN/status/1989518323667669417](https://x.com/SIGKITTEN/status/1989518323667669417) | 2025-11-15T14:24:49 | vaiduakhu | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oxszko | false | null | t3_1oxszko | /r/LocalLLaMA/comments/1oxszko/claudes_assessment_of_anthropics_blog_on_first/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'x0jlhqxbkf1g1', 'resolutions': [{'height': 157, 'url': 'https://preview.redd.it/x0jlhqxbkf1g1.jpeg?width=108&crop=smart&auto=webp&s=5d8ffe77d4c7373b867676c36cf2d4bcda6dec87', 'width': 108}, {'height': 315, 'url': 'https://preview.redd.it/x0jlhqxbkf1g1.jpeg?width=216&crop=smart&auto=... | |
What do you think about Cerebras REAP models? | 4 | Cerebras launched a few REAP models on huggingface,what do you think about them ? | 2025-11-15T14:24:20 | https://www.reddit.com/r/LocalLLaMA/comments/1oxsz7e/what_do_you_think_about_cerebras_reap_models/ | Swimming-Ratio4879 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxsz7e | false | null | t3_1oxsz7e | /r/LocalLLaMA/comments/1oxsz7e/what_do_you_think_about_cerebras_reap_models/ | false | false | self | 4 | null |
I have a friend who as 21 3060Tis from his mining times. Can this be, in any way be used for inference? | 30 | Just the title. Is there any way to put that Vram to anything usable? He is open to adding ram, cpu and other things that might help the setup be usable. Any directions or advice appreciated. | 2025-11-15T14:10:03 | https://www.reddit.com/r/LocalLLaMA/comments/1oxsnbv/i_have_a_friend_who_as_21_3060tis_from_his_mining/ | puru991 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxsnbv | false | null | t3_1oxsnbv | /r/LocalLLaMA/comments/1oxsnbv/i_have_a_friend_who_as_21_3060tis_from_his_mining/ | false | false | self | 30 | null |
Open-Palantir Initiative | 0 | this saturday at my place btw.
Nah i just totaly noob on coding barely learn vbs,autoit and python. but you know seeing rich guys and gov get awesome cool tool while us just get tiny one or none make me piss of and jealous. so
Open-Palantir Initiative
So idea is, ok we got this tech stack, there also ton of OSS ... | 2025-11-15T13:33:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oxru7x/openpalantir_initiative/ | Merchant_Lawrence | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxru7x | false | null | t3_1oxru7x | /r/LocalLLaMA/comments/1oxru7x/openpalantir_initiative/ | false | false | self | 0 | null |
Found a simple way to cut token usage in LLM prompts using TOON. Much lighter than JSON and more model friendly. | 0 | 2025-11-15T13:17:17 | https://medium.com/everyday-ai/a-modern-alternative-to-json-that-cuts-token-cost-and-boosts-model-accuracy-4f829ddb8184 | narutomax | medium.com | 1970-01-01T00:00:00 | 0 | {} | 1oxrhvk | false | null | t3_1oxrhvk | /r/LocalLLaMA/comments/1oxrhvk/found_a_simple_way_to_cut_token_usage_in_llm/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'hwYut2Aupp28iPrj1VLuuOWHAGRbdWMf9D4OXyTeWLY', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/hwYut2Aupp28iPrj1VLuuOWHAGRbdWMf9D4OXyTeWLY.png?width=108&crop=smart&auto=webp&s=a4ad664760644df885ffd9e527f6570a6d426b89', 'width': 108}, {'height': 144, 'url': 'h... | |
Local LLM vs Hosted Azure AI LLM | 0 | Hello,
For all who hosted open source LLM either local to their environment or to azure ai factory. In azure ai factory, infra is managed for us and we pay for power usage mostly except for open ai models that we pay both to Microsoft and open ai if I am not mistaken. The quality of hosted LLM models in azure AI facto... | 2025-11-15T13:15:15 | https://www.reddit.com/r/LocalLLaMA/comments/1oxrgb9/local_llm_vs_hosted_azure_ai_llm/ | NoIllustrator6512 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxrgb9 | false | null | t3_1oxrgb9 | /r/LocalLLaMA/comments/1oxrgb9/local_llm_vs_hosted_azure_ai_llm/ | false | false | self | 0 | null |
4080 RTX (12 vram) vs Apple Studio M4 Max vs M2 Ultra studio | 3 | I have already a Macbook air M1 (2020), and I also have an Acer (i( 13th Gen) with RTX 4080 (12 VRAM) and 64 RAM, and I am hesitant whether to buy: Apple M4 Max chip with 16-core CPU, 40-core GPU, 16-core Neural Engine | 48GB unified memory and return my Acer.
My goal is to use servers for training on CUDA. For local ... | 2025-11-15T13:11:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oxrde6/4080_rtx_12_vram_vs_apple_studio_m4_max_vs_m2/ | jiii95 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxrde6 | false | null | t3_1oxrde6 | /r/LocalLLaMA/comments/1oxrde6/4080_rtx_12_vram_vs_apple_studio_m4_max_vs_m2/ | false | false | self | 3 | null |
Qwen 3 Coder captures a 20% share on OpenRouter. Is China's large model preparing to challenge Claude? | 11 | I’ve been diving into the current landscape of LLMs, and it seems like Qwen is really making waves lately. I mean, it’s not just a small uptick, although there is some fluctuation. Its still interesting as someone learning this stuff.
Here’s what I’ve gathered about this shift:
**1. Top-Tier Coding Performanc... | 2025-11-15T12:42:02 | https://www.reddit.com/r/LocalLLaMA/comments/1oxqrcr/qwen_3_coder_captures_a_20_share_on_openrouter_is/ | COOLGAMER88_YT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxqrcr | false | null | t3_1oxqrcr | /r/LocalLLaMA/comments/1oxqrcr/qwen_3_coder_captures_a_20_share_on_openrouter_is/ | false | false | self | 11 | null |
Understanding vLLM internals | 6 | Hello,
I want to understand how vLLM works so that I can create plugins. What are some of the good ways to do it? | 2025-11-15T12:35:07 | https://www.reddit.com/r/LocalLLaMA/comments/1oxqmhc/understanding_vllm_internals/ | Majestic_Two_8940 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxqmhc | false | null | t3_1oxqmhc | /r/LocalLLaMA/comments/1oxqmhc/understanding_vllm_internals/ | false | false | self | 6 | null |
New Open‑Source Local Agents for LM Studio | 5 | \# 🚀 New Open‑Source Local Agents for LM Studio
Hey everyone! I'm thrilled to announce three brand‑new open‑source projects that can supercharge your \*\*local LLM\*\* workflows in LM Studio. They keep everything on‑device, protect your privacy, and stay completely offline – perfect for anyone building a self‑hoste... | 2025-11-15T12:24:41 | https://www.reddit.com/r/LocalLLaMA/comments/1oxqfcv/new_opensource_local_agents_for_lm_studio/ | Undici77 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxqfcv | false | null | t3_1oxqfcv | /r/LocalLLaMA/comments/1oxqfcv/new_opensource_local_agents_for_lm_studio/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'vM1pEse1ntj4x38g-fbytlhZNGkDLlNU-h_mk_Op9FI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vM1pEse1ntj4x38g-fbytlhZNGkDLlNU-h_mk_Op9FI.png?width=108&crop=smart&auto=webp&s=515bd4e8eec8adb9c20cbd65500dfa0660179e6c', 'width': 108}, {'height': 108, 'url': 'h... |
A Deep Dive into Self-Attention and Multi-Head Attention in Transformers | 17 | Understanding **Self-Attention** and **Multi-Head Attention** is key to understanding how modern LLMs like GPT work. These mechanisms let Transformers process text efficiently, capture long-range relationships, and understand meaning across an entire sequence all without recurrence or convolution.
In this Medium arti... | 2025-11-15T12:17:00 | https://www.reddit.com/r/LocalLLaMA/comments/1oxq9yq/a_deep_dive_into_selfattention_and_multihead/ | Creative_Leader_7339 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxq9yq | false | null | t3_1oxq9yq | /r/LocalLLaMA/comments/1oxq9yq/a_deep_dive_into_selfattention_and_multihead/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'QAsA64sBTXKTzCOo8CIRPg3peASa7-HNWrrjcLzFrBw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/QAsA64sBTXKTzCOo8CIRPg3peASa7-HNWrrjcLzFrBw.png?width=108&crop=smart&auto=webp&s=76cdc07c88a0218d681918b2d61c6524779e0067', 'width': 108}, {'height': 117, 'url': 'h... |
Any local LLM's which have better DeepThink/Search option than the paid alternatives ? | 0 | I use grok 4 deepthink a lot, but unfortunately the free version is a bit limited. What are my alternatives? | 2025-11-15T11:51:48 | https://www.reddit.com/r/LocalLLaMA/comments/1oxpszs/any_local_llms_which_have_better_deepthinksearch/ | ProNoostr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxpszs | false | null | t3_1oxpszs | /r/LocalLLaMA/comments/1oxpszs/any_local_llms_which_have_better_deepthinksearch/ | false | false | self | 0 | null |
Renting out the cheapest GPUs ! (CPU options available too) | 2 | Hey there, I will keep it short, I am renting out GPUs at the **cheapest price you can find out there**. The pricing are as follows:
RTX-4090: $0.3
RTX-4000-SFF-ADA: $0.35
L40S: $0.40
A100 SXM: $0.6
H100: $1.2
(per hour)
To know more, feel free to DM or comment below! | 2025-11-15T11:51:08 | https://www.reddit.com/r/LocalLLaMA/comments/1oxpska/renting_out_the_cheapest_gpus_cpu_options/ | Comfortable-Wall-465 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxpska | false | null | t3_1oxpska | /r/LocalLLaMA/comments/1oxpska/renting_out_the_cheapest_gpus_cpu_options/ | false | false | self | 2 | null |
What kind of dataset was Sesame CSM-8B most likely trained on? | 0 | I’m curious about the Sesame CSM-8B model. Since the creators haven’t publicly released the full training data details, what type of dataset do you think it was most likely trained on?
Specifically:
What kinds of sources would a model like this typically use?
Would it include conversational datasets, roleplay data, ... | 2025-11-15T11:40:45 | https://www.reddit.com/r/LocalLLaMA/comments/1oxpm6q/what_kind_of_dataset_was_sesame_csm8b_most_likely/ | Adept_Lawyer_4592 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxpm6q | false | null | t3_1oxpm6q | /r/LocalLLaMA/comments/1oxpm6q/what_kind_of_dataset_was_sesame_csm8b_most_likely/ | false | false | self | 0 | null |
thinking of building an AI Model calculator, thoughts? | 0 | Hey guys, I’m currently working at OneRouter, and part of my job involves constantly researching the costs of different models and the pricing structures across API platforms (Open router, novita, fal, wavespeed etc.)
After digging through all this pricing chaos, I’m starting to think…
why don’t we just have a simpl... | 2025-11-15T11:08:36 | https://www.reddit.com/r/LocalLLaMA/comments/1oxp2qb/thinking_of_building_an_ai_model_calculator/ | International-Tax481 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxp2qb | false | null | t3_1oxp2qb | /r/LocalLLaMA/comments/1oxp2qb/thinking_of_building_an_ai_model_calculator/ | false | false | self | 0 | null |
Hackers hijacked Claude Code | 0 | This story is wild
Chinese state-backed hackers hijacked Claude Code to run one of the first AI-orchestrated cyber espionage operations
They used autonomous agents to infiltrate nearly 30 global companies, banks, manufacturers, and government networks
Here is how the attack unfolded across five phases
We believe t... | 2025-11-15T10:47:18 | Ok-Breakfast-4676 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oxoq56 | false | null | t3_1oxoq56 | /r/LocalLLaMA/comments/1oxoq56/hackers_hijacked_claude_code/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '74ckvr1ohe1g1', 'resolutions': [{'height': 79, 'url': 'https://preview.redd.it/74ckvr1ohe1g1.jpeg?width=108&crop=smart&auto=webp&s=e285bb59721256d514055e14df13e0fca2cfcd9f', 'width': 108}, {'height': 158, 'url': 'https://preview.redd.it/74ckvr1ohe1g1.jpeg?width=216&crop=smart&auto=w... | |
GitHub - captainzero93/GPT-and-Claude-at-home-optimised-for-12GB-Vram---LM-Studio-: Stunning results on this local MOE LLM running fast on only 12gb VRAM with some RAM overload | 0 | Qwen3-VL-30B-A3B-Thinking represents a breakthrough in multimodal AI reasoning. Unlike standard instruction-tuned models that provide quick answers, the Thinking variant engages in explicit step-by-step reasoning before generating responses.
Key Capabilities
256K Native Context Window (expandable to 1M tokens)
Adv... | 2025-11-15T10:42:23 | https://github.com/captainzero93/GPT-and-Claude-at-home-optimised-for-12GB-Vram---LM-Studio- | cztothehead | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oxon89 | false | null | t3_1oxon89 | /r/LocalLLaMA/comments/1oxon89/github/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'duPnAjbVu5tTygB6y1Zt_E8gF8hLo8IDU3hPUBTa1Us', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/duPnAjbVu5tTygB6y1Zt_E8gF8hLo8IDU3hPUBTa1Us.png?width=108&crop=smart&auto=webp&s=0b191d25b07266ba79d6d90a01990ce303c0d169', 'width': 108}, {'height': 108, 'url': 'h... |
GitHub - captainzero93/security_harden_linux: Semi-automated security hardening for Linux / Debian / Ubuntu , 2025, attempts DISA STIG and CIS Compliance v4.2 | 1 | **Qwen3-VL-30B-A3B-Thinking** represents a breakthrough in multimodal AI reasoning. Unlike standard instruction-tuned models that provide quick answers, the **Thinking variant** engages in explicit step-by-step reasoning before generating responses.
# Key Capabilities
[](https://github.com/captainzero93/GPT-and-Claud... | 2025-11-15T10:39:04 | https://github.com/captainzero93/GPT-and-Claude-at-home-optimised-for-12GB-Vram---LM-Studio | cztothehead | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oxol8k | false | null | t3_1oxol8k | /r/LocalLLaMA/comments/1oxol8k/github_captainzero93security_harden_linux/ | false | false | default | 1 | null |
Llama-CPP in system isn't supporting images in Qwen3-VL. | 0 | Despite it being latest updated version
Heard Llama-CPP supports Qwen3-VL, but when i am doing basic testing using Python. The OCR module is failing. I ran into problems multiple times. I have reinstalled Llama-CPP. After deep diving the system is failing as my Llama-CPP binary isn't supporting image. I reinstalled l... | 2025-11-15T10:14:44 | https://www.reddit.com/r/LocalLLaMA/comments/1oxo6uj/llamacpp_in_system_isnt_supporting_images_in/ | bull_bear25 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxo6uj | false | null | t3_1oxo6uj | /r/LocalLLaMA/comments/1oxo6uj/llamacpp_in_system_isnt_supporting_images_in/ | false | false | self | 0 | null |
Is getting a $350 modded 22GB RTX 2080TI from Alibaba as a low budget inference/gaming card a really stupid idea? | 42 | Hello lads, I'm a newbie to the whole LLM scene and I've been experimenting for the last couple of months with various small models using my Ryzen 7 7840u laptop which is cool but very limiting for obvious reasons.
I figured I could get access to better models by upgrading my desktop PC which currently has an AMD RX5... | 2025-11-15T10:03:20 | https://www.reddit.com/r/LocalLLaMA/comments/1oxo07k/is_getting_a_350_modded_22gb_rtx_2080ti_from/ | SarcasticBaka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxo07k | false | null | t3_1oxo07k | /r/LocalLLaMA/comments/1oxo07k/is_getting_a_350_modded_22gb_rtx_2080ti_from/ | false | false | self | 42 | null |
(Mac) My LM Studio (0.3.31) doesnt show "Server" settings? How can I connect to AnythingLLM | 0 | Newbie here setting things up.
Installed LM Studio (0.3.31) (MacStudio 128GB) and have 6 models for evaluation downloaded.
Now I want to run LM Studio as server and use RAG with Anything LLM - I can selevt LM Studio as LLM provider - but the list ov available models stays empty.
I find no setting in LM Studio whe... | 2025-11-15T09:52:53 | https://www.reddit.com/r/LocalLLaMA/comments/1oxnu4y/mac_my_lm_studio_0331_doesnt_show_server_settings/ | Inevitable_Raccoon_9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxnu4y | false | null | t3_1oxnu4y | /r/LocalLLaMA/comments/1oxnu4y/mac_my_lm_studio_0331_doesnt_show_server_settings/ | false | false | self | 0 | null |
Local Document Question Answering with Ollama AI, Agentic RAG & PGVector | 0 | [removed] | 2025-11-15T09:17:14 | https://www.reddit.com/r/LocalLLaMA/comments/1oxna7a/local_document_question_answering_with_ollama_ai/ | SufficientFrame3241 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxna7a | false | null | t3_1oxna7a | /r/LocalLLaMA/comments/1oxna7a/local_document_question_answering_with_ollama_ai/ | false | false | 0 | null | |
265k vs 9700x | 0 | New pc should I get 265k or 9700x, which is better for llm, ai images, videos and gaming while the models are running on gpu. The cpu and motherboard combo are the same price on mircocenter. Running on ubuntu 24.04 lts
also 7900xtx or 5070ti | 2025-11-15T08:47:50 | https://www.reddit.com/r/LocalLLaMA/comments/1oxmtw8/265k_vs_9700x/ | dbtowo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oxmtw8 | false | null | t3_1oxmtw8 | /r/LocalLLaMA/comments/1oxmtw8/265k_vs_9700x/ | false | false | self | 0 | null |
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