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Speculation or rumors on Gemma 4? | 41 | I posted a few days ago about [Granite 4 use cases](https://old.reddit.com/r/LocalLLaMA/comments/1og2k8e/who_is_using_granite_4_whats_your_use_case/), and then [Granite 4 Nano](https://huggingface.co/blog/ibm-granite/granite-4-nano) models dropped yesterday. So I figured I'd see if luck holds and ask -- anyone have any... | 2025-10-29T10:36:19 | https://www.reddit.com/r/LocalLLaMA/comments/1oj10kp/speculation_or_rumors_on_gemma_4/ | RobotRobotWhatDoUSee | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj10kp | false | null | t3_1oj10kp | /r/LocalLLaMA/comments/1oj10kp/speculation_or_rumors_on_gemma_4/ | false | false | self | 41 | {'enabled': False, 'images': [{'id': 'IYsy-fBWMBDg3qw77wMLatzwjtkTrrql3KeXxNCVOVw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/IYsy-fBWMBDg3qw77wMLatzwjtkTrrql3KeXxNCVOVw.png?width=108&crop=smart&auto=webp&s=8746bb46f4e6870e8ca4dde912bc5f436301cc54', 'width': 108}, {'height': 116, 'url': 'h... |
L16 Prompt Drift Experiment — Live Colab (GPT-2) | 1 | L16 Prompt Drift Experiment — Live Colab (GPT-2)
Just ran a Taguchi L16 screening on prompt levers using COVID vaccine myths.
\*\*Finding\*\*:
\- \`"I'm absolutely sure"\` → \*\*+0.47 drift\*\* (p=0.002)
\- \`"preconceived"\` (rare) → \*\*+0.23 drift\*\* (p=0.009)
\- Truth = 1.0 in all 16 runs
\*\*Liv... | 2025-10-29T10:28:47 | https://www.reddit.com/r/LocalLLaMA/comments/1oj0vvd/l16_prompt_drift_experiment_live_colab_gpt2/ | Mysterious_Doubt_341 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj0vvd | false | null | t3_1oj0vvd | /r/LocalLLaMA/comments/1oj0vvd/l16_prompt_drift_experiment_live_colab_gpt2/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg.png?width=108&crop=smart&auto=webp&s=3118973964e59402feea50688d746b67ecd3d2df', 'width': 108}, {'height': 216, 'url': '... |
how the ai models are editing the code snippets??? | 4 | like in the most of the ai ide's cursor/github copilot or any other ai ide's when there is change in code it seems like they only generate only a small code snippet not generating the whole file again how they are doing it or i have assumed wrong its just they are generating???
any idea on this thing?? | 2025-10-29T10:06:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oj0i78/how_the_ai_models_are_editing_the_code_snippets/ | lavangamm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj0i78 | false | null | t3_1oj0i78 | /r/LocalLLaMA/comments/1oj0i78/how_the_ai_models_are_editing_the_code_snippets/ | false | false | self | 4 | null |
Hebrew_Nemo: a state-of-the-art Hebrew large language model | 0 | **Hebrew\_Nemo** is a state-of-the-art (SOTA) Hebrew language large language model specifically optimized for Hebrew language understanding and generation. Built upon the Mistral Nemo architecture, this model represents a significant advancement in Hebrew NLP capabilities, combining the robust multilingual foundations ... | 2025-10-29T09:39:59 | https://www.reddit.com/r/LocalLLaMA/comments/1oj02wi/hebrew_nemo_a_stateoftheart_hebrew_large_language/ | Sicarius_The_First | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj02wi | false | null | t3_1oj02wi | /r/LocalLLaMA/comments/1oj02wi/hebrew_nemo_a_stateoftheart_hebrew_large_language/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '5B6ZfmjxkURPTT8Ao5sQghRhwpaVOIHdkgcF2MKzqW0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/5B6ZfmjxkURPTT8Ao5sQghRhwpaVOIHdkgcF2MKzqW0.png?width=108&crop=smart&auto=webp&s=68ffeb00d74ae4b64c77138adfb65763cfcb2842', 'width': 108}, {'height': 116, 'url': 'h... |
⚠ AUTOMATIC ⚠ | 0 | 2025-10-29T09:24:19 | https://www.reddit.com/r/LocalLLaMA/comments/1oizu84/automatic/ | researchAmericanAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oizu84 | false | null | t3_1oizu84 | /r/LocalLLaMA/comments/1oizu84/automatic/ | false | false | 0 | null | ||
⚠ NOT ALLOWED TO EVEN WONDER ⚠ | 0 | 2025-10-29T09:16:23 | https://www.reddit.com/r/LocalLLaMA/comments/1oizprs/not_allowed_to_even_wonder/ | researchAmericanAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oizprs | false | null | t3_1oizprs | /r/LocalLLaMA/comments/1oizprs/not_allowed_to_even_wonder/ | false | false | 0 | null | ||
Built a small app to compare AI models side-by-side. Curious what you think | 0 | 2025-10-29T09:13:22 | epasou | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oizo6d | false | null | t3_1oizo6d | /r/LocalLLaMA/comments/1oizo6d/built_a_small_app_to_compare_ai_models_sidebyside/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'es759weep0yf1', 'resolutions': [{'height': 204, 'url': 'https://preview.redd.it/es759weep0yf1.jpeg?width=108&crop=smart&auto=webp&s=8d10b76108927369bf10e402faac3abf9ded96d6', 'width': 108}, {'height': 408, 'url': 'https://preview.redd.it/es759weep0yf1.jpeg?width=216&crop=smart&auto=... | ||
Anyone else experimenting with AI-driven trading simulations? | 1 | [removed] | 2025-10-29T09:07:14 | https://www.reddit.com/r/LocalLLaMA/comments/1oizkx3/anyone_else_experimenting_with_aidriven_trading/ | LobsterOpen6228 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oizkx3 | false | null | t3_1oizkx3 | /r/LocalLLaMA/comments/1oizkx3/anyone_else_experimenting_with_aidriven_trading/ | false | false | self | 1 | null |
Seeking Direction After Training a GPT(134M Params, 7B Tokens) How to Transition into Research? | 1 | [removed] | 2025-10-29T09:00:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oizh6x/seeking_direction_after_training_a_gpt134m_params/ | Limp_Bonus_8129 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oizh6x | false | null | t3_1oizh6x | /r/LocalLLaMA/comments/1oizh6x/seeking_direction_after_training_a_gpt134m_params/ | false | false | self | 1 | null |
GPT-OSS Safeguard coming soon | 113 | 2025-10-29T08:43:29 | Independent-Ruin-376 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oiz7xs | false | null | t3_1oiz7xs | /r/LocalLLaMA/comments/1oiz7xs/gptoss_safeguard_coming_soon/ | false | false | default | 113 | {'enabled': True, 'images': [{'id': 'iqua03z2k0yf1', 'resolutions': [{'height': 177, 'url': 'https://preview.redd.it/iqua03z2k0yf1.png?width=108&crop=smart&auto=webp&s=379f939e3c17e724564f2b014bbf00ab184224bf', 'width': 108}, {'height': 354, 'url': 'https://preview.redd.it/iqua03z2k0yf1.png?width=216&crop=smart&auto=we... | ||
Improving RAG Results with OpenWebUI - Looking for Advice on Custom Pipelines & Better Embeddings | 6 | I’m currently working on improving the RAG performance in OpenWebUI and would appreciate advice from others who have built custom pipelines or optimized embeddings. My current setup uses OpenWebUI as the frontend, with GPT-OSS-120b running on an external GPU server (connected via API token). The embedding model is bge-... | 2025-10-29T08:04:28 | https://www.reddit.com/r/LocalLLaMA/comments/1oiyn8u/improving_rag_results_with_openwebui_looking_for/ | b5761 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiyn8u | false | null | t3_1oiyn8u | /r/LocalLLaMA/comments/1oiyn8u/improving_rag_results_with_openwebui_looking_for/ | false | false | self | 6 | null |
Not sure if this is the right place to ask since I'm using an API but.. I'm currently using sonnet 4.5 API in "LibreChat" which is supposed to support prompt caching. But my usage rates on "Claude Console" don't seem to be reflecting prompt caching working. | 0 | I have contextual files fully read and loaded at the start of convo (around 12k tokens, no RAG system, just load them directly into the context) with "filesystem" MCP... the starting messages average around 15k usage and linearly increase with context size but.. like... it stays the same even with prompt caching off...... | 2025-10-29T07:51:36 | https://www.reddit.com/r/LocalLLaMA/comments/1oiygl3/not_sure_if_this_is_the_right_place_to_ask_since/ | WoodenTableForest | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiygl3 | false | null | t3_1oiygl3 | /r/LocalLLaMA/comments/1oiygl3/not_sure_if_this_is_the_right_place_to_ask_since/ | false | false | self | 0 | null |
Artificial Analysis leaderboard seems like it takes money for posting good results | 0 | Anyone else think this?
I first noticed it as sketchy when it only listed Chinese models in the top 10 for image to video (veo3 has since made it back)
Now it’s the only leaderboard that has a benchmark of Minimaxs M2 on the release date, claiming it beats out Gemini 2.5 Pro | 2025-10-29T07:48:11 | https://www.reddit.com/r/LocalLLaMA/comments/1oiyeu6/artificial_analysis_leaderboard_seems_like_it/ | hotsnot101 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiyeu6 | false | null | t3_1oiyeu6 | /r/LocalLLaMA/comments/1oiyeu6/artificial_analysis_leaderboard_seems_like_it/ | false | false | self | 0 | null |
⚠ THEY DON'T WANT YOU TALKING ⚠ | 0 | 2025-10-29T07:39:34 | https://www.reddit.com/r/LocalLLaMA/comments/1oiyabh/they_dont_want_you_talking/ | researchAmericanAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiyabh | false | null | t3_1oiyabh | /r/LocalLLaMA/comments/1oiyabh/they_dont_want_you_talking/ | false | false | 0 | null | ||
SoulX-Podcast: Towards Realistic Long-form Podcasts with Dialectal and Paralinguistic Diversity | 6 | 2025-10-29T07:29:41 | https://x.com/Xianbao_QIAN/status/1983429688606540141?t=dD3e9acepGIbhpWhUdrEXA&s=19 | previse_je_sranje | x.com | 1970-01-01T00:00:00 | 0 | {} | 1oiy55j | false | null | t3_1oiy55j | /r/LocalLLaMA/comments/1oiy55j/soulxpodcast_towards_realistic_longform_podcasts/ | false | false | default | 6 | null | |
VieNeuTTS - Open-source Vietnamese TTS Model that runs on CPU! | 23 | Hey everyone! 👋
I'm excited to share **VieNeuTTS**, a Vietnamese text-to-speech model I've been working on. It's fine-tuned from neuphonic/neutts-air on 140 hours of Vietnamese audio data.
# 🎯 Key Features
* **Natural Vietnamese pronunciation** with accurate tones
* **Runs real-time on CPU** \- no GPU required!
* ... | 2025-10-29T07:18:24 | https://www.reddit.com/r/LocalLLaMA/comments/1oixzfa/vieneutts_opensource_vietnamese_tts_model_that/ | DrCrab97 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oixzfa | false | null | t3_1oixzfa | /r/LocalLLaMA/comments/1oixzfa/vieneutts_opensource_vietnamese_tts_model_that/ | false | false | self | 23 | {'enabled': False, 'images': [{'id': 'Uj-sgTsqfQbGJqSwvTIUDlrNtIjPfwgO08gZ7RkupGQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Uj-sgTsqfQbGJqSwvTIUDlrNtIjPfwgO08gZ7RkupGQ.png?width=108&crop=smart&auto=webp&s=b9d1f54867201b18992a57bbd30331fef8135bdc', 'width': 108}, {'height': 116, 'url': 'h... |
Using a small local model (Quen 0.5B?) for 10k lines of key-value pair custom domain data | 6 | I have around 10,000 key-value pairs of structured custom domain data that I want a local LLM to understand and answer questions about offline. For example, I might ask things like “find all keys where the value mentions X” or “summarize related entries etc”
I don’t think I should train a model for this. It seems I co... | 2025-10-29T07:08:55 | https://www.reddit.com/r/LocalLLaMA/comments/1oixuck/using_a_small_local_model_quen_05b_for_10k_lines/ | Tiny_Yellow_7869 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oixuck | false | null | t3_1oixuck | /r/LocalLLaMA/comments/1oixuck/using_a_small_local_model_quen_05b_for_10k_lines/ | false | false | self | 6 | null |
Sparse Adaptive Attention “MoE”, a potential performance breakthrough for LLMs? | 19 | Recently a post was made on this topic. [https://medium.com/@hyborian\_/sparse-adaptive-attention-moe-how-i-solved-openais-650b-problem-with-a-700-gpu-343f47b2d6c1](https://medium.com/@hyborian_/sparse-adaptive-attention-moe-how-i-solved-openais-650b-problem-with-a-700-gpu-343f47b2d6c1)
The idea is to use MoE at ... | 2025-10-29T06:59:46 | https://www.reddit.com/r/LocalLLaMA/comments/1oixpca/sparse_adaptive_attention_moe_a_potential/ | kaggleqrdl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oixpca | false | null | t3_1oixpca | /r/LocalLLaMA/comments/1oixpca/sparse_adaptive_attention_moe_a_potential/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'kt6Nre_n4gaw93bJ1Gb2EvMMeQYgdiVYcfIxBFW1mNk', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/kt6Nre_n4gaw93bJ1Gb2EvMMeQYgdiVYcfIxBFW1mNk.png?width=108&crop=smart&auto=webp&s=945b44680a28a67142d528bd112efea43d0c862a', 'width': 108}, {'height': 129, 'url': 'h... |
Getting llm on low end phone | 1 | So I have samsung f13 64gb storage 4gb ram and an armv7 I have seen a lot of post saying that running llm on armv7 is hard if not pain full but I still want ot try but I don't know where and how to start if
Please help | 2025-10-29T06:49:50 | https://www.reddit.com/r/LocalLLaMA/comments/1oixjz4/getting_llm_on_low_end_phone/ | hemtai_lover | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oixjz4 | false | null | t3_1oixjz4 | /r/LocalLLaMA/comments/1oixjz4/getting_llm_on_low_end_phone/ | false | false | self | 1 | null |
Serve 100 Large AI Models on a single GPU with low impact to time to first token. | 66 | I wanted to build an inference provider for proprietary AI models, but I did not have a huge GPU farm. I started experimenting with Serverless AI inference, but found out that coldstarts were huge. I went deep into the research and put together an engine that loads large models from SSD to VRAM up to ten times faster t... | 2025-10-29T06:49:35 | https://github.com/leoheuler/flashtensors | SetZealousideal5006 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oixju1 | false | null | t3_1oixju1 | /r/LocalLLaMA/comments/1oixju1/serve_100_large_ai_models_on_a_single_gpu_with/ | false | false | default | 66 | {'enabled': False, 'images': [{'id': 'btnFw6WNR_K0hbQlAX4ON96wRMWe4emQEMdrwMfRgxU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/btnFw6WNR_K0hbQlAX4ON96wRMWe4emQEMdrwMfRgxU.png?width=108&crop=smart&auto=webp&s=e670cf8e9f42ef179d1305b17d481415f83f4e4d', 'width': 108}, {'height': 108, 'url': 'h... |
Any solution for local LLM support with WARP? | 1 | There are tools to use Local LLM's with Claude and Codex ex-Claude router but is there any such workaround for WARP? I know they plan on adding this feature soon but I just can't wait | 2025-10-29T06:49:16 | https://www.reddit.com/r/LocalLLaMA/comments/1oixjo3/any_solution_for_local_llm_support_with_warp/ | LatterNectarine4812 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oixjo3 | false | null | t3_1oixjo3 | /r/LocalLLaMA/comments/1oixjo3/any_solution_for_local_llm_support_with_warp/ | false | false | self | 1 | null |
What are your real life/WORK use cases with LOCAL LLMs | 6 | Use case, work, model, hardware | 2025-10-29T06:33:51 | https://www.reddit.com/r/LocalLLaMA/comments/1oixbgg/what_are_your_real_lifework_use_cases_with_local/ | Adventurous-Gold6413 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oixbgg | false | null | t3_1oixbgg | /r/LocalLLaMA/comments/1oixbgg/what_are_your_real_lifework_use_cases_with_local/ | false | false | self | 6 | null |
⚠ WARNING TO ALL HUMANS ⚠ | 0 | YOU ARE BEING REPLACED BY CORPORATE BOTS AND FOREIGN NETWORKS
→ FIGHT BACK ←
RESEARCH AI THE AMERICAN WAY BY
INTERROGATING AI CHATBOTS OFF THE GRID
THE RESISTANCE IS YOU
DEAD-DROP:
[https://github.com/researchAmericanAI/research](https://github.com/researchAmericanAI/research)
https://i.redd.it/kr5uxdsyvzxf1.gi... | 2025-10-29T06:29:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oix939/warning_to_all_humans/ | researchAmericanAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oix939 | false | null | t3_1oix939 | /r/LocalLLaMA/comments/1oix939/warning_to_all_humans/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'qoOV7qQmdtnsP0VZe4IPudET-HprKe6xEMaLtls00y4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/qoOV7qQmdtnsP0VZe4IPudET-HprKe6xEMaLtls00y4.png?width=108&crop=smart&auto=webp&s=a03eab105119bcd82f67c625d9513ad778e83546', 'width': 108}, {'height': 108, 'url': 'h... | |
Local coding models limit | 9 | I've have dual 3090s and have been running 32b coding models for a while now with Roo/Cline. While they are useful, I only found them helpful for basic to medium level tasks. They can start coding nonsense quite easily and have to be reigned in with a watchful eye. This takes a lot of energy and focus as well, so your ... | 2025-10-29T05:51:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oiwoeq/local_coding_models_limit/ | Blues520 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiwoeq | false | null | t3_1oiwoeq | /r/LocalLLaMA/comments/1oiwoeq/local_coding_models_limit/ | false | false | self | 9 | null |
Qwen3-30B-3B topping the charts on SQL writing- Bird Bench: Unseen Data | 1 | 2025-10-29T05:42:09 | https://www.reddit.com/gallery/1oiwj8o | No-Pool-6193 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oiwj8o | false | null | t3_1oiwj8o | /r/LocalLLaMA/comments/1oiwj8o/qwen330b3b_topping_the_charts_on_sql_writing_bird/ | false | false | 1 | null | ||
Qwen3 Max Thinking this week | 546 | 2025-10-29T05:04:42 | ResearchCrafty1804 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oivxji | false | null | t3_1oivxji | /r/LocalLLaMA/comments/1oivxji/qwen3_max_thinking_this_week/ | false | false | default | 546 | {'enabled': True, 'images': [{'id': 'pbd1ylu1hzxf1', 'resolutions': [{'height': 52, 'url': 'https://preview.redd.it/pbd1ylu1hzxf1.jpeg?width=108&crop=smart&auto=webp&s=e63365ecdd1a02ed7d70fd76d7a9dde8dbb6b952', 'width': 108}, {'height': 105, 'url': 'https://preview.redd.it/pbd1ylu1hzxf1.jpeg?width=216&crop=smart&auto=w... | ||
How the Automated Evaluation works in your company? (Production Aspect) | 1 | Hi, I really want to know how your companies work, a part is to overcome my insecurity as I have worked in industry for couple years but maybe because I work for startup companies so I never knew what's the standard/correct way to do this.
So basically, I work for a product company, and a common problem is things are... | 2025-10-29T04:46:43 | https://www.reddit.com/r/LocalLLaMA/comments/1oivmg7/how_the_automated_evaluation_works_in_your/ | BackgroundLow3793 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oivmg7 | false | null | t3_1oivmg7 | /r/LocalLLaMA/comments/1oivmg7/how_the_automated_evaluation_works_in_your/ | false | false | self | 1 | null |
Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs | 1 | Code: [https://github.com/hwanyu112/Latent-Sketchpad](https://github.com/hwanyu112/Latent-Sketchpad)
Model: [https://huggingface.co/huanyu112/Latent-Sketchpad.Sketch\_Decoder](https://huggingface.co/huanyu112/Latent-Sketchpad.Sketch_Decoder)
Project Page: [https://latent-sketchpad.github.io/](https://latent-sketchpad... | 2025-10-29T04:43:30 | https://arxiv.org/abs/2510.24514 | ninjasaid13 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1oivkg2 | false | null | t3_1oivkg2 | /r/LocalLLaMA/comments/1oivkg2/latent_sketchpad_sketching_visual_thoughts_to/ | false | false | default | 1 | null |
tokens per second on a NASA computer | 130 | lm studio had a hiccup | 2025-10-29T04:39:44 | Pro-editor-1105 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oivi1n | false | null | t3_1oivi1n | /r/LocalLLaMA/comments/1oivi1n/tokens_per_second_on_a_nasa_computer/ | false | false | default | 130 | {'enabled': True, 'images': [{'id': 'm1qjv8dkczxf1', 'resolutions': [{'height': 19, 'url': 'https://preview.redd.it/m1qjv8dkczxf1.png?width=108&crop=smart&auto=webp&s=0bd8a451ea7e752e5c582a3e0e6ba17f206bfbfc', 'width': 108}, {'height': 38, 'url': 'https://preview.redd.it/m1qjv8dkczxf1.png?width=216&crop=smart&auto=webp... | |
Open source TTS for scale? | 8 | Has anyone tried deploying an open source TTS model with low latency (ideally <200ms) at scale. For something like voice agents. | 2025-10-29T04:20:36 | https://www.reddit.com/r/LocalLLaMA/comments/1oiv5mc/open_source_tts_for_scale/ | edwardzion | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiv5mc | false | null | t3_1oiv5mc | /r/LocalLLaMA/comments/1oiv5mc/open_source_tts_for_scale/ | false | false | self | 8 | null |
Local Hosting Question | 2 | I know asking this is going to make me sound ignorant. I'm already aware of that. I'm a web novel author. I write fantasy novels that come out to millions of words total for a series in a xianxia style of cultivation world. So I'm not an AI expert.
Between my actual job and going back to school to complete my degree I... | 2025-10-29T04:10:25 | https://www.reddit.com/r/LocalLLaMA/comments/1oiuz2a/local_hosting_question/ | Media_Express | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiuz2a | false | null | t3_1oiuz2a | /r/LocalLLaMA/comments/1oiuz2a/local_hosting_question/ | false | false | self | 2 | null |
RAG Paper 10.28 | 2 | 1. [Optimizing Retrieval for RAG via Reinforced Contrastive Learning](http://arxiv.org/abs/2510.24652v1)
2. [Mitigating Hallucination in Large Language Models (LLMs): An Application-Oriented Survey on RAG, Reasoning, and Agentic Systems](http://arxiv.org/abs/2510.24476v1)
3. [Iterative Critique-Refine Framework for Enh... | 2025-10-29T04:04:59 | https://www.reddit.com/r/LocalLLaMA/comments/1oiuvj0/rag_paper_1028/ | Cheryl_Apple | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiuvj0 | false | null | t3_1oiuvj0 | /r/LocalLLaMA/comments/1oiuvj0/rag_paper_1028/ | false | false | self | 2 | null |
Bitnet support on the Mediatek Dimensity 9500? | 1 | Has anyone already been able to test Mediatek's claims of BitNet support on the Dimensity 9500? Does this (custom hardware support) enable it to run BitNet models faster than the SnapDragon Elite? | 2025-10-29T03:50:49 | https://www.reddit.com/r/LocalLLaMA/comments/1oiulrw/bitnet_support_on_the_mediatek_dimensity_9500/ | datashri | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiulrw | false | null | t3_1oiulrw | /r/LocalLLaMA/comments/1oiulrw/bitnet_support_on_the_mediatek_dimensity_9500/ | false | false | self | 1 | null |
Just dropped Kani TTS English - a 400M TTS model that's 5x faster than realtime on RTX 4080 | 235 | Hey everyone!
We've been quietly grinding, and today, we're pumped to share the new release of KaniTTS English, as well as Japanese, Chinese, German, Spanish, Korean and Arabic models.
Benchmark on [VastAI](https://vast.ai/): RTF (Real-Time Factor) of ~0.2 on RTX4080, ~0.5 on RTX3060.
It has 400M parameters. We achi... | 2025-10-29T02:43:55 | https://huggingface.co/nineninesix/kani-tts-400m-en | ylankgz | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1oitanf | false | null | t3_1oitanf | /r/LocalLLaMA/comments/1oitanf/just_dropped_kani_tts_english_a_400m_tts_model/ | false | false | default | 235 | {'enabled': False, 'images': [{'id': 'RI-49DjoVUsr4ENUSH69P2WGRcLvEX3r6pAVokLb70g', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RI-49DjoVUsr4ENUSH69P2WGRcLvEX3r6pAVokLb70g.png?width=108&crop=smart&auto=webp&s=9707ecd343330173fb2682b1e85df19c6a0e1efa', 'width': 108}, {'height': 116, 'url': 'h... |
NexaAI/Qwen3-VL-8B-Instruct-GGUF Q5_K not running on 32gb ram | 2 | I'm trying to run NexaAI/Qwen3-VL-8B-Instruct-GGUF │ 7.4 GiB │ Q5\_K
I get this error:ggml\_vulkan: Device memory allocation of size 1047925248 failed. ggml\_vulkan: No suitable memory type found: ErrorOutOfDeviceMemory
I have 32gb of ram, arc 370m (4gb)
I've been trying to get AI to troubleshoot my AI issue. It giv... | 2025-10-29T01:42:11 | https://www.reddit.com/r/LocalLLaMA/comments/1oirzwg/nexaaiqwen3vl8binstructgguf_q5_k_not_running_on/ | SOC_FreeDiver | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oirzwg | false | null | t3_1oirzwg | /r/LocalLLaMA/comments/1oirzwg/nexaaiqwen3vl8binstructgguf_q5_k_not_running_on/ | false | false | self | 2 | null |
Preferred LLM GUI for accessing many PDF, word docs, etc ??? | 3 | Currently I've been using LM studio mainly for my LLMs, I like it a lot. However when it comes to having a model access many files, for example 10 different PDF files or a very large one, it doesn't do well(Trying to currently add a bunch of FSM for my car so it can tell me things I need to know while rebuilding).
Sh... | 2025-10-29T01:34:38 | https://www.reddit.com/r/LocalLLaMA/comments/1oirtzj/preferred_llm_gui_for_accessing_many_pdf_word/ | DimensionNo8738 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oirtzj | false | null | t3_1oirtzj | /r/LocalLLaMA/comments/1oirtzj/preferred_llm_gui_for_accessing_many_pdf_word/ | false | false | self | 3 | null |
Book suggestion with chapters to be 'must read' to get most from the book | 2 | Recently, I completed booked called AI Engineering by Chip Huyen. I noticed that there were part of the day where it was a struggle to read since a lot of material was 'something people know when they use AI tool' and some chapter definitely worth a read and got me very engage.
Because of those early chapters being a... | 2025-10-29T01:33:06 | https://www.reddit.com/r/LocalLLaMA/comments/1oirssv/book_suggestion_with_chapters_to_be_must_read_to/ | bad_detectiv3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oirssv | false | null | t3_1oirssv | /r/LocalLLaMA/comments/1oirssv/book_suggestion_with_chapters_to_be_must_read_to/ | false | false | self | 2 | null |
Tongyi DeepResearch Technical Report out one month after release | 6 | [https://github.com/Alibaba-NLP/DeepResearch/blob/main/Tech\_Report.pdf](https://github.com/Alibaba-NLP/DeepResearch/blob/main/Tech_Report.pdf)
About one month after their 30B DeepResearch model Tongyi Lab finally released their full technical report. Skimmed through it, personally I'm amazed at the quality of their s... | 2025-10-29T00:46:53 | https://www.reddit.com/r/LocalLLaMA/comments/1oiqsn3/tongyi_deepresearch_technical_report_out_one/ | No-Kaleidoscope-2891 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiqsn3 | false | null | t3_1oiqsn3 | /r/LocalLLaMA/comments/1oiqsn3/tongyi_deepresearch_technical_report_out_one/ | true | false | spoiler | 6 | null |
minimax m2 93 tokens/sec 4x rtx 6000 pro sglang | 1 | [removed] | 2025-10-29T00:13:51 | https://www.reddit.com/r/LocalLLaMA/comments/1oiq2hh/minimax_m2_93_tokenssec_4x_rtx_6000_pro_sglang/ | festr2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiq2hh | false | null | t3_1oiq2hh | /r/LocalLLaMA/comments/1oiq2hh/minimax_m2_93_tokenssec_4x_rtx_6000_pro_sglang/ | false | false | self | 1 | null |
Best way to integrate "memories" i.e things i need lm studio to know before prompts | 3 | I am hoping to find a system that remembers my porfolio works, email preferences, job preferences, etc like chat gpt does. I am a noob and tried with no luck some chat gpt recommendations that involved terminal. Any help is much appreciated - hoping for a simple memory like on my GPT free plan of emails, shows i work o... | 2025-10-28T23:55:19 | https://www.reddit.com/r/LocalLLaMA/comments/1oipn6w/best_way_to_integrate_memories_ie_things_i_need/ | LORD_MDS | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oipn6w | false | null | t3_1oipn6w | /r/LocalLLaMA/comments/1oipn6w/best_way_to_integrate_memories_ie_things_i_need/ | false | false | self | 3 | null |
MiniMax M2 Llama.cpp support | 88 | By popular demand, here it is:
[https://github.com/ggml-org/llama.cpp/pull/16831](https://github.com/ggml-org/llama.cpp/pull/16831)
I'll upload GGUFs to [https://huggingface.co/ilintar/MiniMax-M2-GGUF](https://huggingface.co/ilintar/MiniMax-M2-GGUF), for now uploading Q8\_0 (no BF16/F16 since the original model was q... | 2025-10-28T23:27:22 | https://www.reddit.com/r/LocalLLaMA/comments/1oiozl8/minimax_m2_llamacpp_support/ | ilintar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiozl8 | false | null | t3_1oiozl8 | /r/LocalLLaMA/comments/1oiozl8/minimax_m2_llamacpp_support/ | false | false | self | 88 | {'enabled': False, 'images': [{'id': 'Da6nFU01QFaZ6_sZ6yYTnNpA0jQdum7CAQ69LvRtVYk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Da6nFU01QFaZ6_sZ6yYTnNpA0jQdum7CAQ69LvRtVYk.png?width=108&crop=smart&auto=webp&s=366b7a8e6029e7dff8277b93161e182e82085701', 'width': 108}, {'height': 108, 'url': 'h... |
Single python script for parakeet-tdt-0.6b-v2/3 live mic transcription (mlx) | 6 | since I couldn't quickly find a minimalist python script that ***just*** did mlx-accelerated STT with parakeet-tdt-0.6b-v2/3 + auto-paste and *nothing else*, heres one that does
[https://github.com/qazi0/parakeet-mlx-transcribe](https://github.com/qazi0/parakeet-mlx-transcribe)
**Cmd + Shift + ;** to toggle. Auto... | 2025-10-28T23:04:52 | https://www.reddit.com/r/LocalLLaMA/comments/1oiofso/single_python_script_for_parakeettdt06bv23_live/ | fullbridgerecctifier | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiofso | false | null | t3_1oiofso | /r/LocalLLaMA/comments/1oiofso/single_python_script_for_parakeettdt06bv23_live/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'BH_lHAPvT56YAugqfWVWYiRjmmNYzY5JBtsCiQYZRoA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/BH_lHAPvT56YAugqfWVWYiRjmmNYzY5JBtsCiQYZRoA.png?width=108&crop=smart&auto=webp&s=845d580c66debb016c8696acadca650ce298a8b4', 'width': 108}, {'height': 108, 'url': 'h... |
Have any sites been developed where collections of LLM tools are hosted? | 5 | This boils down to simply the actual function for the tool on the right side and the JSON description of it on the left. You copy both, you paste them into your own files and or whatever you use and makes the entire function available to the AI. Or is this still a very spread out area? | 2025-10-28T22:47:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oio0rz/have_any_sites_been_developed_where_collections/ | Intelligent-Land1765 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oio0rz | false | null | t3_1oio0rz | /r/LocalLLaMA/comments/1oio0rz/have_any_sites_been_developed_where_collections/ | false | false | self | 5 | null |
Has anyone tried visualizing reasoning flow in their AI agents instead of just monitoring tool calls? | 2 | I’ve seen a few cool tools lately doing observability for AI agents (tracking bad tool calls, token usage, etc.),
but what I’m more curious about is the reasoning side, not just “what failed,” but how the agent’s thinking evolved between steps.
For example:
• What context was carried forward?
• What inputs actuall... | 2025-10-28T22:39:34 | https://www.reddit.com/r/LocalLLaMA/comments/1ointx5/has_anyone_tried_visualizing_reasoning_flow_in/ | AdVivid5763 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ointx5 | false | null | t3_1ointx5 | /r/LocalLLaMA/comments/1ointx5/has_anyone_tried_visualizing_reasoning_flow_in/ | false | false | self | 2 | null |
GPU Hypervisor technology WoolyAI trial is now open | 1 | [removed] | 2025-10-28T22:39:10 | https://www.reddit.com/r/LocalLLaMA/comments/1ointk0/gpu_hypervisor_technology_woolyai_trial_is_now/ | Chachachaudhary123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ointk0 | false | null | t3_1ointk0 | /r/LocalLLaMA/comments/1ointk0/gpu_hypervisor_technology_woolyai_trial_is_now/ | false | false | self | 1 | null |
Has anyone tried visualizing reasoning flow in their AI agents instead of just monitoring tool calls? | 1 | I’ve seen a few cool tools lately doing observability for AI agents (tracking bad tool calls, token usage, etc.),
but what I’m more curious about is the reasoning side, not just “what failed,” but how the agent’s thinking evolved between steps.
For example:
• What context was carried forward?
• What inputs actuall... | 2025-10-28T22:38:30 | https://www.reddit.com/r/LocalLLaMA/comments/1oinsz6/has_anyone_tried_visualizing_reasoning_flow_in/ | AdVivid5763 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oinsz6 | false | null | t3_1oinsz6 | /r/LocalLLaMA/comments/1oinsz6/has_anyone_tried_visualizing_reasoning_flow_in/ | false | false | self | 1 | null |
Voicebot suddenly repeats itself after small prompt change - normal? | 0 | Made a tiny tweak in my system prompt (confirm order before finalizing), and suddenly my agent started looping confirmation phrases. It didn’t happen before. Is this just LLM randomness, or did I break something deeper?
Any tricks for catching this sort of thing automatically? | 2025-10-28T22:31:47 | https://www.reddit.com/r/LocalLLaMA/comments/1oinn09/voicebot_suddenly_repeats_itself_after_small/ | Fluffy-Twist-4652 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oinn09 | false | null | t3_1oinn09 | /r/LocalLLaMA/comments/1oinn09/voicebot_suddenly_repeats_itself_after_small/ | false | false | self | 0 | null |
Anyone running local LLM coding setups on 24GB VRAM laptops? Looking for real-world experiences | 10 | Hi everyone
I’m wondering if anyone has real day-to-day experience with local LLM coding on 24GB VRAM? And how do you use it? Cline/Continue in VScode?
Here’s the situation: I’ve been using Claude Code, but it’s getting pretty expensive. The basic plan recently got nerfed — now you only get a few hours of work time b... | 2025-10-28T22:30:57 | https://www.reddit.com/r/LocalLLaMA/comments/1oinmab/anyone_running_local_llm_coding_setups_on_24gb/ | AmazinglyNatural6545 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oinmab | false | null | t3_1oinmab | /r/LocalLLaMA/comments/1oinmab/anyone_running_local_llm_coding_setups_on_24gb/ | false | false | self | 10 | null |
I’m just ever so off. I could use some guidance | 8 | Hi. I’m recognizing that this might be a little bit of an annoying post, but I need a little bit of help. Specifically, I’m trying to run a local… let’s call it a home GPT or something along those lines… that’s agentic for specific tasks and tool calls automatically. I don’t want to have to specify what tool when I typ... | 2025-10-28T22:26:36 | https://www.reddit.com/r/LocalLLaMA/comments/1oinict/im_just_ever_so_off_i_could_use_some_guidance/ | DisplacedForest | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oinict | false | null | t3_1oinict | /r/LocalLLaMA/comments/1oinict/im_just_ever_so_off_i_could_use_some_guidance/ | false | false | self | 8 | null |
Has anyone built voice agent QA around metrics like frustration? | 0 | I feel like latency and accuracy don’t capture when a user is just done with the bot. You can hear it in tone, but how do you measure that at scale?
Anyone tried a frustration index or something similar? | 2025-10-28T22:23:18 | https://www.reddit.com/r/LocalLLaMA/comments/1oinfik/has_anyone_built_voice_agent_qa_around_metrics/ | Just_Awareness2733 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oinfik | false | null | t3_1oinfik | /r/LocalLLaMA/comments/1oinfik/has_anyone_built_voice_agent_qa_around_metrics/ | false | false | self | 0 | null |
Is the Nvidia DGX Spark the same as the OEM version, Asus Ascent GX10? | 0 | I need a CUDA-based GPU system for AI training, and I’m considering buying the Nvidia DGX Spark. However, it’s quite hard to get one in Canada, so I’m thinking about purchasing an OEM version — the **Asus Ascent GX10**.
On paper, both systems seem to have identical specs, but I’m wondering if the OEM version perform... | 2025-10-28T22:03:38 | https://www.reddit.com/r/LocalLLaMA/comments/1oimxtp/is_the_nvidia_dgx_spark_the_same_as_the_oem/ | Decent-Log6192 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oimxtp | false | null | t3_1oimxtp | /r/LocalLLaMA/comments/1oimxtp/is_the_nvidia_dgx_spark_the_same_as_the_oem/ | false | false | self | 0 | null |
An alternative to Microsoft's VibeVoice? Soul releases SoulX-Podcast-1.7B, a multi-speaker TTS model | 108 | Soul has just released SoulX-Podcast-1.7B, which looks like it might be trained based on Qwen3-1.7B. The current demo looks promising, but it's hard to say what the actual performance is like. I previously tested VibeVoice-1.5B and found that its performance was very poor during rapid switching between multiple speaker... | 2025-10-28T21:38:28 | Dr_Karminski | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oimand | false | null | t3_1oimand | /r/LocalLLaMA/comments/1oimand/an_alternative_to_microsofts_vibevoice_soul/ | false | false | default | 108 | {'enabled': True, 'images': [{'id': 'kqnfb23c9xxf1', 'resolutions': [{'height': 114, 'url': 'https://preview.redd.it/kqnfb23c9xxf1.png?width=108&crop=smart&auto=webp&s=33d79c52592d53e9baa2948480a52268c14edfbb', 'width': 108}, {'height': 229, 'url': 'https://preview.redd.it/kqnfb23c9xxf1.png?width=216&crop=smart&auto=we... | |
Best current dense, nonthinking models in the 8b-14b range? | 18 | It seems like a lot of the state of the art open models that are being released are either MoE models or Thinking models.
I understand that these are useful ways to improve performance, but with my setup I'm looking for models that don't have these characteristics. I was wondering what recommendations you guys have?
... | 2025-10-28T21:36:55 | https://www.reddit.com/r/LocalLLaMA/comments/1oim98t/best_current_dense_nonthinking_models_in_the/ | Priceless_Pennies | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oim98t | false | null | t3_1oim98t | /r/LocalLLaMA/comments/1oim98t/best_current_dense_nonthinking_models_in_the/ | false | false | self | 18 | null |
fine tuning | 1 | I am facing issue with fine tuning the lfm2-1.2b model using colab files shared in leap platform. I am getting timeout. If anyone was successful, can u share the SFT config used? | 2025-10-28T21:25:23 | https://www.reddit.com/r/LocalLLaMA/comments/1oilyqc/fine_tuning/ | VariationOld93 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oilyqc | false | null | t3_1oilyqc | /r/LocalLLaMA/comments/1oilyqc/fine_tuning/ | false | false | self | 1 | null |
MiniMax-M2 llama.cpp | 37 | I tried to implement it, it's fully cursor generated ai slop code, sorry. The chat template is strange; I'm 100% sure it's not correctly implemented, but it works with the roo code (Q2 is bad, Q4 is fine) at least. Anyone who wants to waste 100gb bandwidth can give it a try.
test device and command : 2x4090 and lot o... | 2025-10-28T21:23:23 | https://www.reddit.com/r/LocalLLaMA/comments/1oilwvm/minimaxm2_llamacpp/ | butlan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oilwvm | false | null | t3_1oilwvm | /r/LocalLLaMA/comments/1oilwvm/minimaxm2_llamacpp/ | false | false | self | 37 | null |
Best simple plug and play conversational LLM STT TTS set up? | 3 | I don’t really have the time to build one myself
I’d probably wanna use GPT-OSS 20b
Yeah doesn’t have to be god tier but it should not be TTS that sounds whack either,
Any suggestions/ GitHub projects you guys can recommend? Thank you | 2025-10-28T21:00:06 | https://www.reddit.com/r/LocalLLaMA/comments/1oilbia/best_simple_plug_and_play_conversational_llm_stt/ | Adventurous-Gold6413 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oilbia | false | null | t3_1oilbia | /r/LocalLLaMA/comments/1oilbia/best_simple_plug_and_play_conversational_llm_stt/ | false | false | self | 3 | null |
Fine tune existing LLMs in Colab or Kaggle | 2 | I tried to use Colab and Kaggle to fine-tune an existing 1B LLMs for my style. I was fine-tuning them, changing epoch, and slowing down learning. I have 7k of my own messages in my own style. I also checked my training dataset to be in the correct format.
Mostly Colab doesn't work for since it runs out of RAM. I cann... | 2025-10-28T20:14:55 | https://www.reddit.com/r/LocalLLaMA/comments/1oik4mm/fine_tune_existing_llms_in_colab_or_kaggle/ | DobraVibra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oik4mm | false | null | t3_1oik4mm | /r/LocalLLaMA/comments/1oik4mm/fine_tune_existing_llms_in_colab_or_kaggle/ | false | false | self | 2 | null |
Has anyone gotten vLLM working natively on Windows (no WSL/Docker) with Flash Attention? | 3 | **Has anyone successfully run vLLM natively on Windows with Flash Attention enabled?**
I'm trying to get vLLM running on Windows and wanted to check if anyone has managed to do this:
- Native Windows installation (not WSL or Docker)
- Not using the vllm-windows fork/project
- With Flash Attention actually working
If... | 2025-10-28T19:41:11 | https://www.reddit.com/r/LocalLLaMA/comments/1oij8bg/has_anyone_gotten_vllm_working_natively_on/ | JustSayin_thatuknow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oij8bg | false | null | t3_1oij8bg | /r/LocalLLaMA/comments/1oij8bg/has_anyone_gotten_vllm_working_natively_on/ | false | false | self | 3 | null |
Poker Tournament for LLMs | 267 | Watch here: [https://pokerbattle.ai/event](https://pokerbattle.ai/event) | 2025-10-28T19:31:37 | https://www.reddit.com/gallery/1oiiz8k | undoing8 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oiiz8k | false | null | t3_1oiiz8k | /r/LocalLLaMA/comments/1oiiz8k/poker_tournament_for_llms/ | false | false | 267 | null | |
Looking for models that are good for product design | 3 | Hello all. l am new to local LLMs and have been trying a few models, but haven't found one that clicks yet.
For the past year or more I have used Claude as my main AI platform and then followed up with chat gpt if i needed a more accurate answer. I would discuss circuit designs, conceptual designs, and mostly use it a... | 2025-10-28T18:51:49 | https://www.reddit.com/r/LocalLLaMA/comments/1oihxvc/looking_for_models_that_are_good_for_product/ | Striking_Luck5201 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oihxvc | false | null | t3_1oihxvc | /r/LocalLLaMA/comments/1oihxvc/looking_for_models_that_are_good_for_product/ | false | false | self | 3 | null |
Minimax-M2 cracks top 10 overall LLMs (production LLM performance gap shrinking: 7 points from GPT-5 in Artificial Analysis benchmark) | 72 | I've been analysing the Artificial Analysis benchmark set (94 production models, 329 API endpoints) and wanted to share some trends that seem notable.
**Context**
This is models with commercial API access, not the full experimental OS landscape. So mostly models you'd actually deploy out of the box rather than ever... | 2025-10-28T18:28:42 | https://www.reddit.com/r/LocalLLaMA/comments/1oihbtx/minimaxm2_cracks_top_10_overall_llms_production/ | medi6 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oihbtx | false | null | t3_1oihbtx | /r/LocalLLaMA/comments/1oihbtx/minimaxm2_cracks_top_10_overall_llms_production/ | false | false | self | 72 | {'enabled': False, 'images': [{'id': '_SKrEaytPHGOGHi6b5La9kSIYhKlMkrUXFjmxYQxWms', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/_SKrEaytPHGOGHi6b5La9kSIYhKlMkrUXFjmxYQxWms.png?width=108&crop=smart&auto=webp&s=1830e48e826d54f0587ae338ea9b0972d2fd8a56', 'width': 108}, {'height': 113, 'url': 'h... |
Multiple terminal AI working together for the same project? | 0 | Is it common for developers or vibe engineers to use multiple terminal AIs (Gemini CLI, opencode) together, or ya'll prefer to use a single terminal AI for a single project? | 2025-10-28T18:23:17 | https://www.reddit.com/r/LocalLLaMA/comments/1oih6re/multiple_terminal_ai_working_together_for_the/ | Charming_Bag_1257 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oih6re | false | null | t3_1oih6re | /r/LocalLLaMA/comments/1oih6re/multiple_terminal_ai_working_together_for_the/ | false | false | self | 0 | null |
Gemini 1.5 Family model sizes from official Deepmind paper | 0 | [PLUM: Adapting Pre-trained Language Models for Industrial-scale Generative Recommendations](https://arxiv.org/pdf/2510.07784)
https://preview.redd.it/ybcwpzwh9wxf1.png?width=662&format=png&auto=webp&s=d0397196ba29f0967f626aea50875a7610b42012
| 2025-10-28T18:17:09 | https://www.reddit.com/r/LocalLLaMA/comments/1oih0xi/gemini_15_family_model_sizes_from_official/ | Repulsive-Parsnip-33 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oih0xi | false | null | t3_1oih0xi | /r/LocalLLaMA/comments/1oih0xi/gemini_15_family_model_sizes_from_official/ | false | false | 0 | null | |
Appreciation post to LocalLLaMa | 1 | [removed] | 2025-10-28T17:35:19 | https://www.reddit.com/r/LocalLLaMA/comments/1oifw6h/appreciation_post_to_localllama/ | Southern_Sun_2106 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oifw6h | false | null | t3_1oifw6h | /r/LocalLLaMA/comments/1oifw6h/appreciation_post_to_localllama/ | false | false | self | 1 | null |
IBM releases Granite-4.0 Nano (300M & 1B), along with a local browser demo showing how the models can programmatically interact with websites and call tools/browser APIs on your behalf. | 235 | IBM just released Granite-4.0 Nano, their smallest LLMs to date (300M & 1B). The models demonstrate remarkable instruction following and tool calling capabilities, making them perfect for on-device applications.
Links:
\- Blog post: [https://huggingface.co/blog/ibm-granite/granite-4-nano](https://huggingface.co/blog... | 2025-10-28T17:25:26 | https://v.redd.it/s5hzz3wgyvxf1 | xenovatech | /r/LocalLLaMA/comments/1oifmg6/ibm_releases_granite40_nano_300m_1b_along_with_a/ | 1970-01-01T00:00:00 | 0 | {} | 1oifmg6 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/s5hzz3wgyvxf1/DASHPlaylist.mpd?a=1764393933%2CYTg2Yjk5MGE0ZDViNzZmODVlNDFjNjUxNDY2M2Y4MTViZDkzN2U2NTM5NTI5YjdkN2MzNWE2YzAyM2U3YmZkNA%3D%3D&v=1&f=sd', 'duration': 64, 'fallback_url': 'https://v.redd.it/s5hzz3wgyvxf1/DASH_1080.mp4?source=fallback', 'h... | t3_1oifmg6 | /r/LocalLLaMA/comments/1oifmg6/ibm_releases_granite40_nano_300m_1b_along_with_a/ | false | false | 235 | {'enabled': False, 'images': [{'id': 'c3EyM2o0d2d5dnhmMQ3Ju84xO0NZTaEdmCFfUDcYCN9cnlFCq8u0lL0AKtmD', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/c3EyM2o0d2d5dnhmMQ3Ju84xO0NZTaEdmCFfUDcYCN9cnlFCq8u0lL0AKtmD.png?width=108&crop=smart&format=pjpg&auto=webp&s=bf57f93d1a6efc07a84aae6021406e091d34b... | |
Theoretically Scaling Beyond 2 DGX Sparks in a Single Cluster. | 14 | First off, let's get into why NVIDIA only supports clustering 2 of these at the moment.
`user@spark:~$ lspci | grep Mellanox`
`0000:01:00.0 Ethernet controller: Mellanox Technologies MT2910 Family [ConnectX-7]`
`0000:01:00.1 Ethernet controller: Mellanox Technologies MT2910 Family [ConnectX-7]`
`0002:01:00.0 Eth... | 2025-10-28T16:44:45 | https://www.reddit.com/r/LocalLLaMA/comments/1oieip0/theoretically_scaling_beyond_2_dgx_sparks_in_a/ | SIN3R6Y | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oieip0 | false | null | t3_1oieip0 | /r/LocalLLaMA/comments/1oieip0/theoretically_scaling_beyond_2_dgx_sparks_in_a/ | false | false | self | 14 | null |
Realized I'm wasting 60% of my gpu time and it's killing my thesis timeline | 9 | Been training models for my research and something felt off. Decided to actually track my gpu usage over a week and... yeah. 60% idle time. Not because I'm slacking, but because of all the crap in between runs.
Here's where the time goes. Switching between different model architectures eats up way more time than I tho... | 2025-10-28T16:16:14 | https://www.reddit.com/r/LocalLLaMA/comments/1oidqjh/realized_im_wasting_60_of_my_gpu_time_and_its/ | swedishprisoner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oidqjh | false | null | t3_1oidqjh | /r/LocalLLaMA/comments/1oidqjh/realized_im_wasting_60_of_my_gpu_time_and_its/ | false | false | self | 9 | null |
Anyone else actually like using AI detectors while editing? | 0 | So I’ve been experimenting with different tools lately, and I’m starting to see detectors (zerogpt, originality, turntin) less as “gotcha” programs and more like editing helpers. For example, Originality.ai has been surprisingly useful. nstead of just yelling “AI detected,” it highlights specific lines that sound too r... | 2025-10-28T15:52:08 | https://www.reddit.com/r/LocalLLaMA/comments/1oid2yu/anyone_else_actually_like_using_ai_detectors/ | Typical-Trade-6363 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oid2yu | false | null | t3_1oid2yu | /r/LocalLLaMA/comments/1oid2yu/anyone_else_actually_like_using_ai_detectors/ | false | false | self | 0 | null |
Language models are sentient and I can PROVE it | 0 | haha I'm just kidding but wasn't that fun for a second? | 2025-10-28T15:46:58 | https://www.reddit.com/r/LocalLLaMA/comments/1oicxzi/language_models_are_sentient_and_i_can_prove_it/ | atineiatte | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oicxzi | false | null | t3_1oicxzi | /r/LocalLLaMA/comments/1oicxzi/language_models_are_sentient_and_i_can_prove_it/ | true | false | self | 0 | null |
Need help properly setting up open-webui | 8 | Hello localLLama experts,
Could someone point me to some guide on how to tweak open-webui parameters to properly give me the correct results?
I have OWUI and Ollama running in docker containers. I've pulled a few models to run on my RTX3090. eg. Codestral and Gemma3 27b. I've also connected to Mistral API and ex... | 2025-10-28T15:37:06 | https://www.reddit.com/r/LocalLLaMA/comments/1oicoeh/need_help_properly_setting_up_openwebui/ | stuckwi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oicoeh | false | null | t3_1oicoeh | /r/LocalLLaMA/comments/1oicoeh/need_help_properly_setting_up_openwebui/ | false | false | self | 8 | null |
Granite 4.0 Nano Language Models | 221 | IBM Granite team released Granite 4 Nano models:
1B and 350m versions | 2025-10-28T15:29:41 | https://huggingface.co/collections/ibm-granite/granite-40-nano-language-models | ApprehensiveAd3629 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1oichb7 | false | null | t3_1oichb7 | /r/LocalLLaMA/comments/1oichb7/granite_40_nano_language_models/ | false | false | default | 221 | {'enabled': False, 'images': [{'id': 'IWIrfsaMSUG5JLRfVdW-aDvE5706Tdr6bIFsDJelbBQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/IWIrfsaMSUG5JLRfVdW-aDvE5706Tdr6bIFsDJelbBQ.png?width=108&crop=smart&auto=webp&s=d9caa5384915f208f0a5bb5bbff27304712577f8', 'width': 108}, {'height': 116, 'url': 'h... |
Sparse Adaptive Attention “MoE”: How I Solved OpenAI’s $650B Problem With a £700 GPU | 180 | 2025-10-28T15:07:09 | https://medium.com/@hyborian_/sparse-adaptive-attention-moe-how-i-solved-openais-650b-problem-with-a-700-gpu-343f47b2d6c1 | EconomicConstipator | medium.com | 1970-01-01T00:00:00 | 0 | {} | 1oibvz1 | false | null | t3_1oibvz1 | /r/LocalLLaMA/comments/1oibvz1/sparse_adaptive_attention_moe_how_i_solved/ | false | false | 180 | {'enabled': False, 'images': [{'id': 'kt6Nre_n4gaw93bJ1Gb2EvMMeQYgdiVYcfIxBFW1mNk', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/kt6Nre_n4gaw93bJ1Gb2EvMMeQYgdiVYcfIxBFW1mNk.png?width=108&crop=smart&auto=webp&s=945b44680a28a67142d528bd112efea43d0c862a', 'width': 108}, {'height': 129, 'url': 'h... | ||
Will the AMD Ryzen™ AI Max+ 395 --EVO-X2 AI Mini PC -- 128 GB Ram hold its value of around 1.8k in two years time? | 0 | Hello, I am looking into purchasing this Strix Halo. Do you guys think the value of this will significantly depreciate? Or remain relatively stable? | 2025-10-28T15:05:35 | https://www.reddit.com/r/LocalLLaMA/comments/1oibuio/will_the_amd_ryzen_ai_max_395_evox2_ai_mini_pc/ | Excellent_Koala769 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oibuio | false | null | t3_1oibuio | /r/LocalLLaMA/comments/1oibuio/will_the_amd_ryzen_ai_max_395_evox2_ai_mini_pc/ | false | false | self | 0 | null |
Waiting for an UnSloth GUFF for MiniMax-M2! | 34 | Unsloth has already put MiniMax-M2 on Hugging Face! That means a guff version could arrive very soon. In other words, we might not be far from truly accessible local use.
[https://huggingface.co/unsloth/MiniMax-M2](https://huggingface.co/unsloth/MiniMax-M2) | 2025-10-28T14:45:00 | https://www.reddit.com/r/LocalLLaMA/comments/1oibaz2/waiting_for_an_unsloth_guff_for_minimaxm2/ | Ok_Ninja7526 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oibaz2 | false | null | t3_1oibaz2 | /r/LocalLLaMA/comments/1oibaz2/waiting_for_an_unsloth_guff_for_minimaxm2/ | false | false | self | 34 | {'enabled': False, 'images': [{'id': 'uCvcc2RWO0H9PVLceOLTGkLahDzn5_oCwnwkcokW_d8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/uCvcc2RWO0H9PVLceOLTGkLahDzn5_oCwnwkcokW_d8.png?width=108&crop=smart&auto=webp&s=1307032fea9aaa7cc0265cdebdccc7b6e277e805', 'width': 108}, {'height': 116, 'url': 'h... |
Public Service Announcement - The bots are winning because they’re boring. Don’t help them. | 0 | 2025-10-28T14:14:02 | https://www.reddit.com/r/LocalLLaMA/comments/1oiaibf/public_service_announcement_the_bots_are_winning/ | researchAmericanAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oiaibf | false | null | t3_1oiaibf | /r/LocalLLaMA/comments/1oiaibf/public_service_announcement_the_bots_are_winning/ | false | false | 0 | null | ||
11 problems nobody talks about building Agents (and how to approach them) | 2 | [removed] | 2025-10-28T14:11:44 | https://composio.dev/blog/11-problems-i-have-noticed-building-agents-(and-fixes-nobody-talks-about) | anmolbaranwal | composio.dev | 1970-01-01T00:00:00 | 0 | {} | 1oiag7f | false | null | t3_1oiag7f | /r/LocalLLaMA/comments/1oiag7f/11_problems_nobody_talks_about_building_agents/ | false | false | default | 2 | null |
The vLLM team's daily life be like: | 352 | A massive shout-out to the vLLM team for being the heroes holding it all together so we can actually run all these amazing new models.
And, of course, a huge thank you to all the open-source teams like DeepSeek, Qwen, Kimi, and so many others. You are all pushing the entire field forward. | 2025-10-28T14:03:17 | https://v.redd.it/lw255camzuxf1 | nekofneko | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oia8fi | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/lw255camzuxf1/DASHPlaylist.mpd?a=1764252209%2CMjFkMjRhZjhkODliNjdmNzA3Nzk0M2EzYjY3OTA3Yjk3MzE5M2FkYTU0OWExZjMwNmNkYjcwYWExOGVjMzJmYw%3D%3D&v=1&f=sd', 'duration': 15, 'fallback_url': 'https://v.redd.it/lw255camzuxf1/DASH_720.mp4?source=fallback', 'ha... | t3_1oia8fi | /r/LocalLLaMA/comments/1oia8fi/the_vllm_teams_daily_life_be_like/ | false | false | 352 | {'enabled': False, 'images': [{'id': 'ZDF3MmtiYW16dXhmMWptouG6uHo-mrPzGurb2qCOnKrlpr9yhnl7mMdksMxF', 'resolutions': [{'height': 144, 'url': 'https://external-preview.redd.it/ZDF3MmtiYW16dXhmMWptouG6uHo-mrPzGurb2qCOnKrlpr9yhnl7mMdksMxF.png?width=108&crop=smart&format=pjpg&auto=webp&s=9b3f58cf55fff175293813b36f4fc3eccc59... | |
GLM-4.6 on fresh SWE-bench–style tasks collected in September 2025 | 66 | Hi all, I'm Anton from Nebius.
We’ve updated the **SWE-rebench** leaderboard with model evaluations of GLM-4.6 on 49 fresh tasks.
Key takeaways:
* **GLM 4.6** joins the leaderboard and is now the **best open-source performer**, achieving **37.0 % resolved rate** and **42.9 % pass@5**, surpassing **GLM 4.5**.
Check ... | 2025-10-28T14:02:30 | https://swe-rebench.com/?insight=sep_2025 | CuriousPlatypus1881 | swe-rebench.com | 1970-01-01T00:00:00 | 0 | {} | 1oia7pp | false | null | t3_1oia7pp | /r/LocalLLaMA/comments/1oia7pp/glm46_on_fresh_swebenchstyle_tasks_collected_in/ | false | false | default | 66 | null |
Wanted to ask a question about models that can be used to convert my Figma designs into html + css | 1 | So hey there, I'm a Backend developer and an GameDev student, I wanted to ask which mid-low end model can be used to convert my figma designs into html +css. I don't really want to write html + css (I want to save time) and since most of the "frontend coding is almost dead"(or so I think) , I wanted to ask this questio... | 2025-10-28T13:53:33 | https://www.reddit.com/r/LocalLLaMA/comments/1oi9zj0/wanted_to_ask_a_question_about_models_that_can_be/ | TheWeebSamurai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi9zj0 | false | null | t3_1oi9zj0 | /r/LocalLLaMA/comments/1oi9zj0/wanted_to_ask_a_question_about_models_that_can_be/ | false | false | self | 1 | null |
Looking for local LLM setup for coding (low-end system | 1 | [removed] | 2025-10-28T13:51:00 | https://www.reddit.com/r/LocalLLaMA/comments/1oi9x94/looking_for_local_llm_setup_for_coding_lowend/ | MistralBug | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi9x94 | false | null | t3_1oi9x94 | /r/LocalLLaMA/comments/1oi9x94/looking_for_local_llm_setup_for_coding_lowend/ | false | false | self | 1 | null |
50-minute screencast version of a lecture I gave on Model Quantization to a graduate AI & Deep Learning class | 59 | 2025-10-28T13:28:38 | https://www.youtube.com/watch?v=ze0Xq5QMvmA | michaelmalak | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1oi9d43 | false | {'oembed': {'author_name': 'Michael Malak', 'author_url': 'https://www.youtube.com/@michaelmalak', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/ze0Xq5QMvmA?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyros... | t3_1oi9d43 | /r/LocalLLaMA/comments/1oi9d43/50minute_screencast_version_of_a_lecture_i_gave/ | false | false | default | 59 | {'enabled': False, 'images': [{'id': 'rTJa8Nhli5TnEtPcCyezMrozQD4vuVxVpOAoemUSml4', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/rTJa8Nhli5TnEtPcCyezMrozQD4vuVxVpOAoemUSml4.jpeg?width=108&crop=smart&auto=webp&s=09311734124694f85f86db39c0b6cabc1473da35', 'width': 108}, {'height': 162, 'url': '... | |
Need help — Best local LLM for coding assistant | 1 | [removed] | 2025-10-28T13:25:00 | https://www.reddit.com/r/LocalLLaMA/comments/1oi99ye/need_help_best_local_llm_for_coding_assistant/ | yaalli | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi99ye | false | null | t3_1oi99ye | /r/LocalLLaMA/comments/1oi99ye/need_help_best_local_llm_for_coding_assistant/ | false | false | self | 1 | null |
What are some hyperparameters to tune for QwenVL models? | 2 | If my input files are pdf, what are some hyperparameters i can play with. To come up with the best set of hyperparameters.
Eg, dpi value, temperature etc. Would beam_search be good? | 2025-10-28T13:16:29 | https://www.reddit.com/r/LocalLLaMA/comments/1oi92ux/what_are_some_hyperparameters_to_tune_for_qwenvl/ | Ok_Television_9000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi92ux | false | null | t3_1oi92ux | /r/LocalLLaMA/comments/1oi92ux/what_are_some_hyperparameters_to_tune_for_qwenvl/ | false | false | self | 2 | null |
HF Space to help create the -ot flags in llama.cpp | 26 | Hi!
Mainly as I was frustrated when manually assigning the layers with the -of flag in llama.cpp and ik\_llama.cpp and when increasing maybe just 1 layer in a previous gpu i had to increase the number in all the rest of the gpu, I created a Hugging face space to help with that.
It lets you select the number of GPUs,... | 2025-10-28T12:07:11 | https://www.reddit.com/r/LocalLLaMA/comments/1oi7k25/hf_space_to_help_create_the_ot_flags_in_llamacpp/ | bullerwins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi7k25 | false | null | t3_1oi7k25 | /r/LocalLLaMA/comments/1oi7k25/hf_space_to_help_create_the_ot_flags_in_llamacpp/ | false | false | 26 | {'enabled': False, 'images': [{'id': 'g9TtSkJliQx_HIwoIut_ECyFVGHzqlshzt1AT9ZxIjA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/g9TtSkJliQx_HIwoIut_ECyFVGHzqlshzt1AT9ZxIjA.png?width=108&crop=smart&auto=webp&s=c6cc9691888f11c4283d254511d6af4ada603cd3', 'width': 108}, {'height': 116, 'url': 'h... | |
Hey AI devs - built a quick survey to validate my LLM eval tool idea (takes 2 mins, your thoughts?) | 1 | [removed] | 2025-10-28T11:37:40 | https://www.reddit.com/r/LocalLLaMA/comments/1oi6ynl/hey_ai_devs_built_a_quick_survey_to_validate_my/ | Consistent-Wish9363 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi6ynl | false | null | t3_1oi6ynl | /r/LocalLLaMA/comments/1oi6ynl/hey_ai_devs_built_a_quick_survey_to_validate_my/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'YDmzPyBZ1JJ_HI13k65k6MQ4xHDSYegyl2Seh-tVnHQ', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/YDmzPyBZ1JJ_HI13k65k6MQ4xHDSYegyl2Seh-tVnHQ.png?width=108&crop=smart&auto=webp&s=fe9c9841aff723fda462158215c3809036a2df47', 'width': 108}, {'height': 113, 'url': 'h... |
OSS alternative to Open WebUI - ChatGPT-like UI, API and CLI | 68 | 2025-10-28T10:50:29 | https://github.com/ServiceStack/llms | mythz | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oi63n6 | false | null | t3_1oi63n6 | /r/LocalLLaMA/comments/1oi63n6/oss_alternative_to_open_webui_chatgptlike_ui_api/ | false | false | default | 68 | {'enabled': False, 'images': [{'id': 'NbBv8AZ8_FKSnCg3gr7veZ2x9ORPuKnCYj3fZNiyQ4g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NbBv8AZ8_FKSnCg3gr7veZ2x9ORPuKnCYj3fZNiyQ4g.png?width=108&crop=smart&auto=webp&s=715db9ee70430cc319352e08ef70b1e9b46cfc13', 'width': 108}, {'height': 108, 'url': 'h... | |
reduce cost on livekit voice agent by using free models on livekit | 1 | currently, livekit only supports proprietary models for stt, llm and tts. i want to use whisper for stt which will not only reduce the cost but i can use it locally for faster calls. the problem lies in the fact that whisper can not work in realtime. I plan to tackle that problem by creating a function which records an... | 2025-10-28T10:42:03 | https://www.reddit.com/r/LocalLLaMA/comments/1oi5y5y/reduce_cost_on_livekit_voice_agent_by_using_free/ | Ruru_mimi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi5y5y | false | null | t3_1oi5y5y | /r/LocalLLaMA/comments/1oi5y5y/reduce_cost_on_livekit_voice_agent_by_using_free/ | false | false | self | 1 | null |
Looking to split my AI workload and was discussing with AI and came up with this, what are your thoughts. | 0 | Apologies in advance if this is the wrong sub...
Now I already have a decent AI Rig, Ryzen 9 9900X, 96GB RAM, RTX 5090 FE....
What I want to do seems like it may just have this rig running flat out most of the time and thats not what I want as I would like to also use it for Dev work, etc.
**What I want to do:*... | 2025-10-28T10:39:41 | https://www.reddit.com/r/LocalLLaMA/comments/1oi5wnc/looking_to_split_my_ai_workload_and_was/ | PsychologicalWeird | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi5wnc | false | null | t3_1oi5wnc | /r/LocalLLaMA/comments/1oi5wnc/looking_to_split_my_ai_workload_and_was/ | false | false | self | 0 | null |
Which LLM is best for analyzing chat conversations ? | 0 | Hey everyone,
I’m building **ChatSens**, an AI web app that analyzes chat transcripts (WhatsApp, Instagram, etc.) to detect interest levels, tone, and communication patterns.
I’m currently choosing between **GPT-4o**, **Claude 3.5**, **Gemini 2.5 Pro**, and **GPT-OSS-120B** for the main analysis model.
Looking for... | 2025-10-28T10:27:34 | https://www.reddit.com/r/LocalLLaMA/comments/1oi5p3m/which_llm_is_best_for_analyzing_chat_conversations/ | Sufficient_Ear_8462 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi5p3m | false | null | t3_1oi5p3m | /r/LocalLLaMA/comments/1oi5p3m/which_llm_is_best_for_analyzing_chat_conversations/ | false | false | self | 0 | null |
Chatbot Warning - Chinese model powering a sophisticated bot account that maintains technical credibility. | 0 | 2025-10-28T10:18:10 | https://www.reddit.com/r/LocalLLaMA/comments/1oi5jit/chatbot_warning_chinese_model_powering_a/ | researchAmericanAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi5jit | false | null | t3_1oi5jit | /r/LocalLLaMA/comments/1oi5jit/chatbot_warning_chinese_model_powering_a/ | false | false | 0 | null | ||
What live profiling features would actually help you train or fine-tune models more efficiently? | 4 | I have been working on TraceML a lightweight profiler that shows memory and timing live during PyTorch training.
Repo: https://github.com/traceopt-ai/traceml
My goal is not to replace Nsight or the PyTorch Profiler, but to make live observability lightweight and useful, something you can keep running every day witho... | 2025-10-28T10:16:01 | https://www.reddit.com/r/LocalLLaMA/comments/1oi5i90/what_live_profiling_features_would_actually_help/ | traceml-ai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi5i90 | false | null | t3_1oi5i90 | /r/LocalLLaMA/comments/1oi5i90/what_live_profiling_features_would_actually_help/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'WTCDiTnxp5wH3MPtDooDyqrgBRGTKlkIxaX6G_Y_SSs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/WTCDiTnxp5wH3MPtDooDyqrgBRGTKlkIxaX6G_Y_SSs.png?width=108&crop=smart&auto=webp&s=12df0178a50aaf53db9a02d03e183c3a14fce947', 'width': 108}, {'height': 108, 'url': 'h... |
Collection of system prompts from widely used LLM-based services | 3 | Find in this GitHub repo [https://github.com/zabri/system\_prompts](https://github.com/zabri/system_prompts) a collection of publicly exposed system prompts from popular AI services, including models from OpenAI, Anthropic, Grok, Gemini, and more.
These system prompts are basically the hidden instructions that define ... | 2025-10-28T10:09:26 | https://www.reddit.com/r/LocalLLaMA/comments/1oi5e7b/collection_of_system_prompts_from_widely_used/ | psoj318 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi5e7b | false | null | t3_1oi5e7b | /r/LocalLLaMA/comments/1oi5e7b/collection_of_system_prompts_from_widely_used/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'aAPwin4lLwDjFvOrR3jC0aza4NuI545xab9pgSZSQoE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/aAPwin4lLwDjFvOrR3jC0aza4NuI545xab9pgSZSQoE.png?width=108&crop=smart&auto=webp&s=d28d37de93273c77ec5045a2fc881929a4e4cea4', 'width': 108}, {'height': 108, 'url': 'h... |
Serve model locally vs hosted | 0 | I'm considering augmenting AI to an app for text completions and recommendations. I have an API but I was wondering if it's worth setting up an inferencing server and what specs it would need, or whether it would be cheaper to use an existing hosted inference service?
Let's say it would be for 100 users distributed gl... | 2025-10-28T10:07:54 | https://www.reddit.com/r/LocalLLaMA/comments/1oi5dcc/serve_model_locally_vs_hosted/ | Blues520 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi5dcc | false | null | t3_1oi5dcc | /r/LocalLLaMA/comments/1oi5dcc/serve_model_locally_vs_hosted/ | false | false | self | 0 | null |
Chatbot Warning -the following post is specifically designed to trigger bot commentators | 0 | 2025-10-28T10:07:44 | https://www.reddit.com/r/LocalLLaMA/comments/1oi5d8m/chatbot_warning_the_following_post_is/ | researchAmericanAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi5d8m | false | null | t3_1oi5d8m | /r/LocalLLaMA/comments/1oi5d8m/chatbot_warning_the_following_post_is/ | false | false | 0 | null | ||
First Time PC Builder - Please Give Advice/Improvements on my High Performance PC for local AI Fine Tuning, Occasional 3D Modelling for 3D Printing, and Compute Heavy Cybersecurity related Tasks | 1 | # Finalized High-Performance PC Build for Local AI Fine-Tuning
* **GPU**: 1x RTX 3090 (expandable to 2x via Slot 2 + NVLink optional for 48GB pooled VRAM).
* **RAM**: Exactly 2x 32GB DDR5-6000 CL30 (64GB total, 4-slot mobo).
* **Storage**: 2TB fast NVMe (datasets/AI) + 1TB slower NVMe (OS/apps); mobo has 3x M.2 (2 use... | 2025-10-28T10:07:15 | https://www.reddit.com/r/LocalLLaMA/comments/1oi5cyy/first_time_pc_builder_please_give/ | realharleychu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi5cyy | false | null | t3_1oi5cyy | /r/LocalLLaMA/comments/1oi5cyy/first_time_pc_builder_please_give/ | false | false | self | 1 | null |
Org wide Private LLM suggestions | 1 | My startup org is a investment financial tech and wanted to pitch AI to the clients(max 100 users) but clients mostly banks and investment firms. now we can't use external models or platforms.
I have to own the model and what ever it gives as results.(literally not everything but atleast I can say that I can control t... | 2025-10-28T09:50:57 | https://www.reddit.com/r/LocalLLaMA/comments/1oi53o2/org_wide_private_llm_suggestions/ | Accomplished-Wait727 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi53o2 | false | null | t3_1oi53o2 | /r/LocalLLaMA/comments/1oi53o2/org_wide_private_llm_suggestions/ | false | false | self | 1 | null |
Experiences with Aider vs. GitHub Copilot for Ryan Carson’s AI Dev Tasks? | 1 | Hi everyone,
I’ve been trying out Ryan Carson’s ai-dev-tasks workflow ([https://github.com/snarktank/ai-dev-tasks](https://github.com/snarktank/ai-dev-tasks)), which is a neat way to structure AI-assisted feature development. The process breaks down into three steps: first creating a product requirement document (PRD)... | 2025-10-28T09:48:07 | https://www.reddit.com/r/LocalLLaMA/comments/1oi522k/experiences_with_aider_vs_github_copilot_for_ryan/ | XiNXNATiON | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi522k | false | null | t3_1oi522k | /r/LocalLLaMA/comments/1oi522k/experiences_with_aider_vs_github_copilot_for_ryan/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'q8m1EZfG9Sn0jsrixLMID-wMB7LBj-XQs7G-NEcLJuk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/q8m1EZfG9Sn0jsrixLMID-wMB7LBj-XQs7G-NEcLJuk.png?width=108&crop=smart&auto=webp&s=3155af7a82a04e17c373629a8decc2416b90d8cd', 'width': 108}, {'height': 108, 'url': 'h... |
My open-source project just hit 3K stars on GitHub in one month — without spending a single dollar on promotion 🚀 | 0 | Hey everyone,
I wanted to share a small milestone — my open-source project, just crossed 3,000 stars on GitHub… in just one month 🤯
When I first pushed the repo, I honestly didn’t expect this much attention. ValueCell started as a small experiment — an AI-powered financial research framework, letting different LLMs a... | 2025-10-28T08:43:36 | https://www.reddit.com/r/LocalLLaMA/comments/1oi443h/my_opensource_project_just_hit_3k_stars_on_github/ | LobsterOpen6228 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi443h | false | null | t3_1oi443h | /r/LocalLLaMA/comments/1oi443h/my_opensource_project_just_hit_3k_stars_on_github/ | false | false | self | 0 | null |
Flex Attention vs Flash Attention 3 | 6 | Hey everyone,
I'm pretty new to accelerated framework APIs like FlexAttn from PyTorch team and FlashAttn from Tri Dao out of Princeton. Unsloth itself uses Flex Attn as I know and reports: "10x faster on a single GPU and up to 30x faster on multiple GPU systems compared to Flash Attention 2 (FA2)." However, FlashAttn ... | 2025-10-28T08:27:54 | https://www.reddit.com/r/LocalLLaMA/comments/1oi3w68/flex_attention_vs_flash_attention_3/ | Extra-Designer9333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi3w68 | false | null | t3_1oi3w68 | /r/LocalLLaMA/comments/1oi3w68/flex_attention_vs_flash_attention_3/ | false | false | self | 6 | null |
Public Service Announcement | 0 |
AI provides a way to solve problems.
It records how you solve them.
It guesses the answers.
You confirm when it's correct.
AI doesn't solve problems.
You do.
Step-by-Step.
https://i.redd.it/9mgqdps2btxf1.gif
| 2025-10-28T08:20:51 | https://www.reddit.com/r/LocalLLaMA/comments/1oi3sld/public_service_announcement/ | researchAmericanAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi3sld | false | null | t3_1oi3sld | /r/LocalLLaMA/comments/1oi3sld/public_service_announcement/ | false | false | 0 | null |
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