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RTX 50 Super GPUs may be delayed indefinitely, as Nvidia prioritizes AI during memory shortage (rumor, nothing official) | 61 | 2026-01-10T18:33:05 | https://www.notebookcheck.net/RTX-50-Super-GPUs-may-be-delayed-indefinitely-as-Nvidia-prioritizes-AI-during-memory-shortage.1199980.0.html | 3090orBust | notebookcheck.net | 1970-01-01T00:00:00 | 0 | {} | 1q9bnqc | false | null | t3_1q9bnqc | /r/LocalLLaMA/comments/1q9bnqc/rtx_50_super_gpus_may_be_delayed_indefinitely_as/ | false | false | default | 61 | {'enabled': False, 'images': [{'id': 'o9dwYZagSuAh6lGApyCDxDEoIhgXfz9GzoXhVGYG6FI', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/o9dwYZagSuAh6lGApyCDxDEoIhgXfz9GzoXhVGYG6FI.jpeg?width=108&crop=smart&auto=webp&s=6b0c7b36489338cb1f02533e66f1d62974329c76', 'width': 108}, {'height': 162, 'url': '... | |
I made a website to turn any confusing UI into a step-by-step guide via screen sharing (open source) | 109 | I built Screen Vision, an **open source website** that guides you through any task by screen sharing with AI.
* **Privacy Focused:** Your screen data is **never** stored or used to train models.
* **Local LLM Support:** If you don't trust cloud APIs, the app has a "Local Mode" that connects to local AI models running... | 2026-01-10T18:28:17 | bullmeza | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q9bj5j | false | null | t3_1q9bj5j | /r/LocalLLaMA/comments/1q9bj5j/i_made_a_website_to_turn_any_confusing_ui_into_a/ | false | false | default | 109 | {'enabled': True, 'images': [{'id': 'yrb4rq69ekcg1', 'resolutions': [{'height': 70, 'url': 'https://preview.redd.it/yrb4rq69ekcg1.gif?width=108&crop=smart&format=png8&s=1a8a67fe41f912a41ccc0a1825132a4fdf49e3f5', 'width': 108}, {'height': 140, 'url': 'https://preview.redd.it/yrb4rq69ekcg1.gif?width=216&crop=smart&format... | |
Anyone is using AI personal life management? | 3 | There's a concept that attracts me so much: AI can make life a game, that the daily, weekly, quarter, annual goals can be tracked automatically and managed by AI. Basically, I will write daily report to AI, and it will measure where I am, my daily progress, and what should be my priority tomorrow. Most importantly, all... | 2026-01-10T18:25:53 | https://www.reddit.com/r/LocalLLaMA/comments/1q9bgxn/anyone_is_using_ai_personal_life_management/ | rumboll | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9bgxn | false | null | t3_1q9bgxn | /r/LocalLLaMA/comments/1q9bgxn/anyone_is_using_ai_personal_life_management/ | false | false | self | 3 | null |
STT and TTS compatible with ROCm | 5 | Hi everyone,
I just got a 7900XTX and I am facing issues related to speech-to-text (STT) and text-to-speech (TTS) due to compatibility with the Transformers library. I wonder which STT and TTS ROCm users are using and if there is a database where models have been validated on AMD GPUs?
My use case would be for a much... | 2026-01-10T18:21:46 | https://www.reddit.com/r/LocalLLaMA/comments/1q9bd1v/stt_and_tts_compatible_with_rocm/ | EnvironmentalToe3130 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9bd1v | false | null | t3_1q9bd1v | /r/LocalLLaMA/comments/1q9bd1v/stt_and_tts_compatible_with_rocm/ | false | false | self | 5 | null |
I absolutely hate how some "tech" bros are creating an unnecessary hate hype against AI | 0 | 1. [In 2 Months, The A.I Bubble Will Catastrophically Burst.](https://youtu.be/dDd9vJwz2-I)
2. [AI Scientists Think There’s A Monster Inside ChatGPT](https://youtu.be/sDUX0M0IdfY)
The above are just 2 are just examples of types of videos I'm talking about. I especially don't like the creator of 1st video. That guy se... | 2026-01-10T18:17:53 | https://www.reddit.com/r/LocalLLaMA/comments/1q9b9dt/i_absolutely_hate_how_some_tech_bros_are_creating/ | SrijSriv211 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9b9dt | false | null | t3_1q9b9dt | /r/LocalLLaMA/comments/1q9b9dt/i_absolutely_hate_how_some_tech_bros_are_creating/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '5uaFZGHTXFd5qTtJe0czchcJ7BQUxJw2pmKFdM2H0zE', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/5uaFZGHTXFd5qTtJe0czchcJ7BQUxJw2pmKFdM2H0zE.jpeg?width=108&crop=smart&auto=webp&s=3fe6268f4168002c04c2982365270322ba0e6c1d', 'width': 108}, {'height': 162, 'url': '... |
What's the best model for ? | 1 | [removed] | 2026-01-10T18:05:36 | https://www.reddit.com/r/LocalLLaMA/comments/1q9axx3/whats_the_best_model_for/ | UsualResult | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9axx3 | false | null | t3_1q9axx3 | /r/LocalLLaMA/comments/1q9axx3/whats_the_best_model_for/ | false | false | self | 1 | null |
Need help debugging Docker setup for ML model (with LibreChat) | 0 | 2026-01-10T18:02:53 | https://www.reddit.com/gallery/1q9avbv | Brilliant-Seat-3013 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1q9avbv | false | null | t3_1q9avbv | /r/LocalLLaMA/comments/1q9avbv/need_help_debugging_docker_setup_for_ml_model/ | false | false | 0 | null | ||
Why does it just go on and on by itself? | 0 | 2026-01-10T17:58:02 | https://www.reddit.com/r/LocalLLaMA/comments/1q9aqjx/why_does_it_just_go_on_and_on_by_itself/ | DiodeInc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9aqjx | false | null | t3_1q9aqjx | /r/LocalLLaMA/comments/1q9aqjx/why_does_it_just_go_on_and_on_by_itself/ | false | false | 0 | null | ||
Title: Anyone here actually using Nano Banana? Looking for real-world workflows | 0 | Hi everyone,
I recently came across Nano Banana and I’m curious how people are \*actually\* using it in practice.
I’m especially interested in:
\- real workflows or use cases
\- demo / sandbox / trial experience
\- setup tips or gotchas
\- comparisons with similar tools
I couldn’t find many solid tutorials... | 2026-01-10T17:56:53 | https://www.reddit.com/r/LocalLLaMA/comments/1q9apj6/title_anyone_here_actually_using_nano_banana/ | Real-Teaching1254 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9apj6 | false | null | t3_1q9apj6 | /r/LocalLLaMA/comments/1q9apj6/title_anyone_here_actually_using_nano_banana/ | false | false | self | 0 | null |
MIXdevAI-llama: Top Llama 3 1B models in one | 1 | [removed] | 2026-01-10T17:43:56 | https://www.reddit.com/r/LocalLLaMA/comments/1q9adjs/mixdevaillama_top_llama_3_1b_models_in_one/ | Exciting-Rice3935 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9adjs | false | null | t3_1q9adjs | /r/LocalLLaMA/comments/1q9adjs/mixdevaillama_top_llama_3_1b_models_in_one/ | false | false | self | 1 | null |
Vibe Voice 1.5 B setup help! | 5 | Hi, I was trying to setup the vibe voice 1.5 B model which is no longer available officially so I used this repo:
[https://github.com/rsxdalv/VibeVoice](https://github.com/rsxdalv/VibeVoice)
I set it up in google colab. I ran the gradio file in the demo folder to run my interface and this is what I got.
https://pre... | 2026-01-10T17:41:32 | https://www.reddit.com/r/LocalLLaMA/comments/1q9abdh/vibe_voice_15_b_setup_help/ | Mysterious-Comment94 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9abdh | false | null | t3_1q9abdh | /r/LocalLLaMA/comments/1q9abdh/vibe_voice_15_b_setup_help/ | false | false | 5 | null | |
I'm fine-tuning an instruct model for legal judgment generation and need advice on prompt format strategy | 1 | Context:
\- Task: Generate legal reasons and judgments from case facts
\- Two case types: First court (facts → reasons + judgment) and Appeal court (first court facts/reasons/judgment + appeal facts → appeal reasons + judgment)
\- Dataset: 43K examples (28K first court, 15.2K appeal court) in JSONL format
\- Averag... | 2026-01-10T17:39:06 | https://www.reddit.com/r/LocalLLaMA/comments/1q9a96b/im_finetuning_an_instruct_model_for_legal/ | iSuper1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9a96b | false | null | t3_1q9a96b | /r/LocalLLaMA/comments/1q9a96b/im_finetuning_an_instruct_model_for_legal/ | false | false | self | 1 | null |
Inter-AI Dialogue (Gemini/Claude/Grok) on P vs NP: Moving towards a "Logical Black Hole" concept? | 0 | Hi everyone,
I recently tried a rather unusual experiment: setting up a dialogue between several AIs (Gemini, Claude, and Grok) to approach the P vs NP problem from a fresh perspective.
The starting point was a simple metaphor based on repeated failures when trying to solve a Rubik's Cube. From there, the idea of "en... | 2026-01-10T17:21:27 | https://www.reddit.com/r/LocalLLaMA/comments/1q99sqn/interai_dialogue_geminiclaudegrok_on_p_vs_np/ | AlertLeader1086 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q99sqn | false | null | t3_1q99sqn | /r/LocalLLaMA/comments/1q99sqn/interai_dialogue_geminiclaudegrok_on_p_vs_np/ | false | false | self | 0 | null |
[2509.26507] The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain | 3 | 2026-01-10T17:19:17 | https://arxiv.org/abs/2509.26507 | Thrumpwart | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1q99qoz | false | null | t3_1q99qoz | /r/LocalLLaMA/comments/1q99qoz/250926507_the_dragon_hatchling_the_missing_link/ | false | false | default | 3 | null | |
ctxproxy - Keep your secrets local when using cloud LLMs | 0 | Hi everyone,
I have been working on a project called `ctxproxy` and wanted to get some feedback from this community.
It is an OpenAI-compatible proxy server designed to intercept outbound requests, identify sensitive information (emails, API keys, names, ect), replace them with stable placeholders (e.g., `<EMAIL_1>`,... | 2026-01-10T17:18:31 | https://www.reddit.com/r/LocalLLaMA/comments/1q99q10/ctxproxy_keep_your_secrets_local_when_using_cloud/ | After-Main567 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q99q10 | false | null | t3_1q99q10 | /r/LocalLLaMA/comments/1q99q10/ctxproxy_keep_your_secrets_local_when_using_cloud/ | false | false | 0 | null | |
Visualizing RAG, PART 2- visualizing retrieval | 214 | Using UMAP and some additional code to visualizing the 768D vector space of EmbeddingGemma:300m down to 3D and how the RAG “thinks” when retrieving relevant context chunks. How many nodes get activated with each query. It is a follow up from my previous post that has a lot more detail in the comments there about how it... | 2026-01-10T16:59:58 | https://v.redd.it/mrkuplj5zjcg1 | Fear_ltself | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q998is | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/mrkuplj5zjcg1/DASHPlaylist.mpd?a=1770656420%2CZTdkNTM5YTVhZWZhZDk5OTY1YTNmMDBkNmFmMzMwMGJlMzFmM2M5ZTg4OWE4ZDA4NjYxZTE2NThlZDkyZTUzMg%3D%3D&v=1&f=sd', 'duration': 20, 'fallback_url': 'https://v.redd.it/mrkuplj5zjcg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1q998is | /r/LocalLLaMA/comments/1q998is/visualizing_rag_part_2_visualizing_retrieval/ | false | false | 214 | {'enabled': False, 'images': [{'id': 'd2kxeWY2ZzV6amNnMV4lBvCWgLP7SJvsjxaLS786SW2_ibHBrw3ehpZ9iEQq', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/d2kxeWY2ZzV6amNnMV4lBvCWgLP7SJvsjxaLS786SW2_ibHBrw3ehpZ9iEQq.png?width=108&crop=smart&format=pjpg&auto=webp&s=58bb77195112d18ef436f1d0b95a458cc0303... | |
The Coming AI Compute Crunch | 0 | 2026-01-10T16:42:23 | https://martinalderson.com/posts/the-coming-ai-compute-crunch/ | malderson | martinalderson.com | 1970-01-01T00:00:00 | 0 | {} | 1q98sh1 | false | null | t3_1q98sh1 | /r/LocalLLaMA/comments/1q98sh1/the_coming_ai_compute_crunch/ | false | false | 0 | {'enabled': False, 'images': [{'id': '1307hzsG16MZMccXWfhzX2QlE0FbteYMh-HTMGOBm9M', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/1307hzsG16MZMccXWfhzX2QlE0FbteYMh-HTMGOBm9M.png?width=108&crop=smart&auto=webp&s=a993a2d0c1bf8160234dd328bd721bef1bacb316', 'width': 108}, {'height': 113, 'url': 'h... | ||
Advice on new system for Hobbyist and Enthusiast | 1 | [removed] | 2026-01-10T16:06:19 | https://www.reddit.com/r/LocalLLaMA/comments/1q97v51/advice_on_new_system_for_hobbyist_and_enthusiast/ | taofeng | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q97v51 | false | null | t3_1q97v51 | /r/LocalLLaMA/comments/1q97v51/advice_on_new_system_for_hobbyist_and_enthusiast/ | false | false | self | 1 | null |
Entropy-Adaptive Finetuning | 6 | Hey guys! I did a review on a recent paper for my peers and decided it would be cool to post it here too. This is a translation from Russian via opus 4.5, I’ve checked everything, but some mistakes might have slipped. Sorry for that!
\_\_\_
Fine-tuning models is hard. My master’s thesis advisor once said it’s more al... | 2026-01-10T15:47:29 | https://www.reddit.com/r/LocalLLaMA/comments/1q97dky/entropyadaptive_finetuning/ | netikas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q97dky | false | null | t3_1q97dky | /r/LocalLLaMA/comments/1q97dky/entropyadaptive_finetuning/ | false | false | self | 6 | null |
MLX and Image Generation Support Coming to Ollama | 0 | Pretty exciting!
https://github.com/ollama/ollama/releases
https://github.com/ollama/ollama/pull/13648 | 2026-01-10T15:45:31 | https://www.reddit.com/r/LocalLLaMA/comments/1q97bsl/mlx_and_image_generation_support_coming_to_ollama/ | chibop1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q97bsl | false | null | t3_1q97bsl | /r/LocalLLaMA/comments/1q97bsl/mlx_and_image_generation_support_coming_to_ollama/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'SasRcfJnw-mrlRF6zlE2r43po4EbReciNoa6wiK2-Es', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SasRcfJnw-mrlRF6zlE2r43po4EbReciNoa6wiK2-Es.png?width=108&crop=smart&auto=webp&s=575a2194961d5840d7b177bb9c2a948d5cea90b2', 'width': 108}, {'height': 108, 'url': 'h... |
Need Face swap AI model | 0 | Hey All,
I would like to make memes where I swap faces of celebrity in meme template. Earlier gemeni and chatgpt used to do it but now most queries are failing. Do we have free image models or app that do such face swap? It SFW only | 2026-01-10T15:36:12 | https://www.reddit.com/r/LocalLLaMA/comments/1q97390/need_face_swap_ai_model/ | IPO_Details | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q97390 | false | null | t3_1q97390 | /r/LocalLLaMA/comments/1q97390/need_face_swap_ai_model/ | false | false | self | 0 | null |
Quantized KV Cache | 38 | Have you tried to compare different quantized KV options for your local models? What's considered a sweet spot? Is performance degradation consistent across different models or is it very model specific? | 2026-01-10T15:32:47 | https://www.reddit.com/r/LocalLLaMA/comments/1q97081/quantized_kv_cache/ | val_in_tech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q97081 | false | null | t3_1q97081 | /r/LocalLLaMA/comments/1q97081/quantized_kv_cache/ | false | false | self | 38 | null |
Can Ollama on Docker run the Cloud models? | 0 | The Cloud models are all i need. I just wonder if i can only use the ones in the Hub, where there doesn't seem to be Cloud models, or i can do like in the terminal and just "ollama run whatever-model"?
If i can't, i'll install Ollama, no problem, but having it in my docker-compose seemed *neater* | 2026-01-10T15:30:23 | https://www.reddit.com/r/LocalLLaMA/comments/1q96xzd/can_ollama_on_docker_run_the_cloud_models/ | Specific-Welder3120 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q96xzd | false | null | t3_1q96xzd | /r/LocalLLaMA/comments/1q96xzd/can_ollama_on_docker_run_the_cloud_models/ | false | false | self | 0 | null |
Your favorite Claude replacement and MCPs | 10 | Opencode with searchNG/context7 seems like a solid combo. The closest I've seen to Claude Code so far. What are you favorites?
I also tried to run CC with own model served via Anthropic compatible endpoint on VLLM. It works, but haven't been using long enough. Its nice that the web searches go thru their servers. | 2026-01-10T15:29:24 | https://www.reddit.com/r/LocalLLaMA/comments/1q96x42/your_favorite_claude_replacement_and_mcps/ | val_in_tech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q96x42 | false | null | t3_1q96x42 | /r/LocalLLaMA/comments/1q96x42/your_favorite_claude_replacement_and_mcps/ | false | false | self | 10 | null |
GLM 4.6V without (or with low) reasoning? | 2 | GLM4.6V Q4 has steadily replaced Qwen3-235B-2507 as my go-to general purpose model.
However it sometimes reasons for far far too long. I see that ArtificialAnalysis has different scores for reasoning on/off and that some users are discussing it with and without reasoning, but I can't for the life of me find out how to... | 2026-01-10T15:22:13 | https://www.reddit.com/r/LocalLLaMA/comments/1q96qod/glm_46v_without_or_with_low_reasoning/ | ForsookComparison | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q96qod | false | null | t3_1q96qod | /r/LocalLLaMA/comments/1q96qod/glm_46v_without_or_with_low_reasoning/ | false | false | self | 2 | null |
Need help with llama.cpp it keep crashing | 0 | I'm using 5060ti and 4060.
When I use only the 4060 it never crash, once I use the 5060ti it's nightmare.
The software crash and I have to reload it every after message.
I compiled llama.cpp, got updated drivers, tried bigger and smaller model it still keep crashing.
But only if I get veto power over the whole bo... | 2026-01-10T14:35:14 | https://www.reddit.com/r/LocalLLaMA/comments/1q95lon/need_help_with_llamacpp_it_keep_crashing/ | ResponsibleTruck4717 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q95lon | false | null | t3_1q95lon | /r/LocalLLaMA/comments/1q95lon/need_help_with_llamacpp_it_keep_crashing/ | false | false | self | 0 | null |
Best open-source Al for coding like Claude Code? | 0 |
Hello,
Claude Code works great but burns through credits fast. I want something my RTX 3050 Ti (4 GB VRAM) for coding, debugging, and refactoring.
I mainly use PyCharm/WebStorm.
Any suggestions for:
• A model that can understand code and suggest edits like Claude Code
• Tools or workflows to safely integrate it wit... | 2026-01-10T14:27:46 | https://www.reddit.com/r/LocalLLaMA/comments/1q95fda/best_opensource_al_for_coding_like_claude_code/ | New-Animator2156 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q95fda | false | null | t3_1q95fda | /r/LocalLLaMA/comments/1q95fda/best_opensource_al_for_coding_like_claude_code/ | false | false | self | 0 | null |
hi guys, can you help me with nemo toolrit and run .nemo modelб its nlp | 0 | Hi, i try to run .nemo model its punctuation model and i have other errors with libraries, maybe someone has code example or tutorial, because official documentation doesn help me. | 2026-01-10T14:22:35 | https://www.reddit.com/r/LocalLLaMA/comments/1q95azv/hi_guys_can_you_help_me_with_nemo_toolrit_and_run/ | Putrid-Use5182 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q95azv | false | null | t3_1q95azv | /r/LocalLLaMA/comments/1q95azv/hi_guys_can_you_help_me_with_nemo_toolrit_and_run/ | false | false | self | 0 | null |
I got tired of managing Python, CUDA, and model UIs, so I built a portable 1-click Local AI Studio (Windows) | 0 | I kept bouncing between Oobabooga, ComfyUI, and UVR, and most of my time was spent fixing environments instead of actually running models.
So I built **V6rge** — a native Windows app that acts as a **unified local AI studio** with a bundled, portable Python + CUDA setup.
**What it does right now:**
* **Chat / LLMs:*... | 2026-01-10T14:21:20 | https://www.reddit.com/r/LocalLLaMA/comments/1q95a0i/i_got_tired_of_managing_python_cuda_and_model_uis/ | Motor-Resort-5314 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q95a0i | false | null | t3_1q95a0i | /r/LocalLLaMA/comments/1q95a0i/i_got_tired_of_managing_python_cuda_and_model_uis/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'I0D2WQ72yT-hRyav1SfGWNncJUOnRHxeH_NK9h8Muz8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/I0D2WQ72yT-hRyav1SfGWNncJUOnRHxeH_NK9h8Muz8.png?width=108&crop=smart&auto=webp&s=ad2cf93de11da2d51cd5aaee56149da5f72fd943', 'width': 108}, {'height': 108, 'url': 'h... |
Strix Halo (Bosgame M5) + 7900 XTX eGPU: Local LLM Benchmarks (Llama.cpp vs vLLM). A loose follow-up | 77 | This is a loose follow-up to my [previous article regarding the 7900 XTX](https://www.reddit.com/r/LocalLLaMA/comments/1q189os/7900_xtx_rocm_a_year_later_llamacpp_vs_vllm/).
I recently got my hands on a Strix Halo system, specifically the **Bosgame M5**. My goal was to benchmark the Strix Halo standalone (which is a b... | 2026-01-10T14:20:31 | https://www.reddit.com/r/LocalLLaMA/comments/1q959am/strix_halo_bosgame_m5_7900_xtx_egpu_local_llm/ | reujea0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q959am | false | null | t3_1q959am | /r/LocalLLaMA/comments/1q959am/strix_halo_bosgame_m5_7900_xtx_egpu_local_llm/ | false | false | self | 77 | {'enabled': False, 'images': [{'id': '6XA3_ni9zL6J2qINEBFUqpAHZ6OodGOb9R8Li1LpdbY', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/6XA3_ni9zL6J2qINEBFUqpAHZ6OodGOb9R8Li1LpdbY.png?width=108&crop=smart&auto=webp&s=065295b5662239d400662f1180943cc68b9493ce', 'width': 108}, {'height': 216, 'url': '... |
Besides this being my personal info I didn't want out, wouldn't it be cheaper just to inference the audio files instead of doing computer use to hf?... | 0 | Took my files and just threw them into huggingface. Which I love and use, but didn't really want those files public. Literally the first thing I put into chatgpt that was even remotely personal since gpt3. I was just tired and thought it would be easy. I'm also a stupid person, so there's that. Don't make my mistake. J... | 2026-01-10T14:18:58 | mr_happy_nice | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q957xp | false | null | t3_1q957xp | /r/LocalLLaMA/comments/1q957xp/besides_this_being_my_personal_info_i_didnt_want/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '11aplr1g3jcg1', 'resolutions': [{'height': 79, 'url': 'https://preview.redd.it/11aplr1g3jcg1.png?width=108&crop=smart&auto=webp&s=b07706b1837942b33beec6d8a1e1a765d387010b', 'width': 108}, {'height': 159, 'url': 'https://preview.redd.it/11aplr1g3jcg1.png?width=216&crop=smart&auto=web... | |
Help needed with FastSD CPU installation on legacy hardware (Ryzen 3200G) | 2 | This below is a short summary of my post followed by detailed text.
I am a beginner attempting to run FastSD CPU on an older system (Ryzen 3 3200G, 16GB RAM, no dedicated GPU). After failing with a standard install, I manually installed a specific "bridge" of compatible legacy libraries (OpenVINO 2023.3, Optimum-In... | 2026-01-10T14:01:07 | https://www.reddit.com/r/LocalLLaMA/comments/1q94sga/help_needed_with_fastsd_cpu_installation_on/ | WhyDoiHearBosssMusic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q94sga | false | null | t3_1q94sga | /r/LocalLLaMA/comments/1q94sga/help_needed_with_fastsd_cpu_installation_on/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'rPoiEcDfaUYTVJ7sqQeqN82xNAMPWxg2wpi75etGm8c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rPoiEcDfaUYTVJ7sqQeqN82xNAMPWxg2wpi75etGm8c.png?width=108&crop=smart&auto=webp&s=4ce25ac3a1f064f44953720181db354119f72007', 'width': 108}, {'height': 108, 'url': 'h... |
Looking for rare repos for agent orchestration | 0 | Hey builders,
I'm building a sovereign AI stack composed of autonomous agents, local LLMs, stealth nodes, and recon modules. The entire system is fully local : no cloud APIs, no LangChain, no telemetry.
Currently integrating:
- Adaptive context extraction (web + PDF)
- Embedding-based task routing
- Stealth fingerpr... | 2026-01-10T14:00:22 | https://www.reddit.com/r/LocalLLaMA/comments/1q94rq8/looking_for_rare_repos_for_agent_orchestration/ | visitor_m | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q94rq8 | false | null | t3_1q94rq8 | /r/LocalLLaMA/comments/1q94rq8/looking_for_rare_repos_for_agent_orchestration/ | false | false | self | 0 | null |
Guys I built a 5ms-latency Bash sandbox for AI agents (no VMs or Docker needed) | 1 | [removed] | 2026-01-10T13:49:35 | https://www.reddit.com/r/LocalLLaMA/comments/1q94izr/guys_i_built_a_5mslatency_bash_sandbox_for_ai/ | TerribleBrick2178 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q94izr | false | null | t3_1q94izr | /r/LocalLLaMA/comments/1q94izr/guys_i_built_a_5mslatency_bash_sandbox_for_ai/ | false | false | self | 1 | null |
MiniMax 2.1 - Very impressed with performance | 64 | I've been developing my own agent from scratch as a hobby or over a year now - constantly changing things and tinkering with new ideas.
For a lot of time, open source models sucked at what I was doing. They would output intelligible text with logical fallacies or just make bad decisions. For example, for the code wri... | 2026-01-10T13:41:13 | https://www.reddit.com/r/LocalLLaMA/comments/1q94cbp/minimax_21_very_impressed_with_performance/ | JustinPooDough | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q94cbp | false | null | t3_1q94cbp | /r/LocalLLaMA/comments/1q94cbp/minimax_21_very_impressed_with_performance/ | false | false | self | 64 | null |
Can the Anyway method be used for smaller models through the internet like a smaller version of Cocoon? | 1 | https://actu.epfl.ch/news/do-we-really-need-big-data-centers-for-ai/?utm_source=newsletter.theresanaiforthat.com&utm_medium=newsletter&utm_campaign=hit-inbox-zero-with-gmail-ai&_bhlid=26ec0dc773755b9dc4c2df55d58d5f5d603987ee
So it can run 120b models through a bunch of computers in an organization? Well can it be made ... | 2026-01-10T13:31:27 | https://www.reddit.com/r/LocalLLaMA/comments/1q944jh/can_the_anyway_method_be_used_for_smaller_models/ | Silver-Champion-4846 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q944jh | false | null | t3_1q944jh | /r/LocalLLaMA/comments/1q944jh/can_the_anyway_method_be_used_for_smaller_models/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'OWwgjy_SsB1hxbHjenL5h0ahDCbJO3bYffx7RDuNlbc', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/OWwgjy_SsB1hxbHjenL5h0ahDCbJO3bYffx7RDuNlbc.jpeg?width=108&crop=smart&auto=webp&s=58af86a483b580100b74dc88355d093805189fbe', 'width': 108}, {'height': 121, 'url': '... |
Best local model for Speech-to-Speech / Voice Conversion (Quality > Speed)? | 2 | Most local models are heavily on TTS (Text-to-Speech), but I am looking for a Voice-to-Voice (Audio-to-Audio) workflow. I need to be able to upload use my own voice recording or upload an audio and then it applied to a target voice embedding/sample.
Use Case:
• Source: My voice recording.
• Target: A reference .wav (c... | 2026-01-10T13:13:56 | https://www.reddit.com/r/LocalLLaMA/comments/1q93r1e/best_local_model_for_speechtospeech_voice/ | thescientificindian | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q93r1e | false | null | t3_1q93r1e | /r/LocalLLaMA/comments/1q93r1e/best_local_model_for_speechtospeech_voice/ | false | false | self | 2 | null |
Raspberry PI wear and tear | 1 | Hi, I am thinking about running an offline LLM (8GB or 16GB Raspberry Pi) and I intended to use the basic microSD.
Should I worry about wear and tear?
Use Case:
I want to learn and experiment with a simple local LLM setup and how to access it from different devices.
Wear and tear won't be an issue here, but I w... | 2026-01-10T12:45:27 | https://www.reddit.com/r/LocalLLaMA/comments/1q9366o/raspberry_pi_wear_and_tear/ | Robbojonas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9366o | false | null | t3_1q9366o | /r/LocalLLaMA/comments/1q9366o/raspberry_pi_wear_and_tear/ | false | false | self | 1 | null |
Does anyone else feel exhausted by token limits? | 1 | [removed] | 2026-01-10T12:24:43 | https://www.reddit.com/r/LocalLLaMA/comments/1q92shr/does_anyone_else_feel_exhausted_by_token_limits/ | Acceptable-Reason585 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q92shr | false | null | t3_1q92shr | /r/LocalLLaMA/comments/1q92shr/does_anyone_else_feel_exhausted_by_token_limits/ | false | false | self | 1 | null |
Does anyone else feel exhausted by token limits? | 1 | This might sound dramatic, but I’m genuinely tired.
I like using LLMs *a lot* — long context, multi-turn reasoning, experimentation. And every time I get into a flow… I hit a token limit.
Then it’s:
* upgrade plan
* buy more credits
* watch usage like a hawk
* rewrite prompts just to save money
It feels like being ... | 2026-01-10T12:21:52 | https://www.reddit.com/r/LocalLLaMA/comments/1q92qno/does_anyone_else_feel_exhausted_by_token_limits/ | Acceptable-Reason585 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q92qno | false | null | t3_1q92qno | /r/LocalLLaMA/comments/1q92qno/does_anyone_else_feel_exhausted_by_token_limits/ | false | false | self | 1 | null |
Qwen3-VL for OCR: PDF pre-processing + prompt approach? | 10 | I’ve been testing VLMs for OCR of PDF documents. Mainly contracts with a simple layout. Conversion to markdown or JSON is preferred.
So far, I’ve mainly used specialised OCR models such as Deepseek-OCR and olmOCR 2.
However, I’ve noticed many commenters in this forum praising Qwen3-VL. So I plan on trying Qwen3-VL-3... | 2026-01-10T12:18:41 | https://www.reddit.com/r/LocalLLaMA/comments/1q92olo/qwen3vl_for_ocr_pdf_preprocessing_prompt_approach/ | Intelligent-Form6624 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q92olo | false | null | t3_1q92olo | /r/LocalLLaMA/comments/1q92olo/qwen3vl_for_ocr_pdf_preprocessing_prompt_approach/ | false | false | self | 10 | null |
Question about Top-k / Top-p / Temperature intuition | 1 | I’ve been wondering whether standard Top-k / Top-p / temperature explanations might sometimes obscure what’s actually going on during inference.
I’ve been testing this with GPT, Llama, and Qwen models, and noticed that increasing temperature does not noticeably increase vocabulary-level entropy when averaging over man... | 2026-01-10T12:16:45 | https://www.reddit.com/r/LocalLLaMA/comments/1q92nc9/question_about_topk_topp_temperature_intuition/ | No_Sheepherder9215 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q92nc9 | false | null | t3_1q92nc9 | /r/LocalLLaMA/comments/1q92nc9/question_about_topk_topp_temperature_intuition/ | false | false | self | 1 | null |
Does anyone else feel exhausted by token limits? | 0 | This might sound dramatic, but I’m genuinely tired.
I like using LLMs *a lot* — long context, multi-turn reasoning, experimentation. And every time I get into a flow… I hit a token limit.
Then it’s:
* upgrade plan
* buy more credits
* watch usage like a hawk
* rewrite prompts just to save money
It feels like being ... | 2026-01-10T12:11:10 | https://www.reddit.com/r/LocalLLaMA/comments/1q92jo7/does_anyone_else_feel_exhausted_by_token_limits/ | BadParticular1669 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q92jo7 | false | null | t3_1q92jo7 | /r/LocalLLaMA/comments/1q92jo7/does_anyone_else_feel_exhausted_by_token_limits/ | false | false | self | 0 | null |
GPT OSS + Qwen VL | 51 | Figured out how to squeeze these two model on my system without crashing. Now GPT OSS reaches out to qwen for visual confirmation.
Before you ask what MCP server this is (I made it)
My specs are 6GBVRAM 32GBDDR5
#PrivacyOverConvenience
| 2026-01-10T11:43:44 | https://v.redd.it/k60z16hneicg1 | Serious_Molasses313 | /r/LocalLLaMA/comments/1q922fv/gpt_oss_qwen_vl/ | 1970-01-01T00:00:00 | 0 | {} | 1q922fv | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/k60z16hneicg1/DASHPlaylist.mpd?a=1770767041%2CYWI4YWVlY2E1ZjVmNjZhNWY3NDM1OTMzZDAzMjBkOTA2ZDkwY2YxOTZlNzAxYWU3N2RmZmUwZDE0MjFhYzJkMg%3D%3D&v=1&f=sd', 'duration': 355, 'fallback_url': 'https://v.redd.it/k60z16hneicg1/CMAF_1080.mp4?source=fallback', '... | t3_1q922fv | /r/LocalLLaMA/comments/1q922fv/gpt_oss_qwen_vl/ | false | false | 51 | {'enabled': False, 'images': [{'id': 'ZHdvYWFqaG5laWNnMW9SjiD2lW6nDnuEDR_4iEKM_w8YRwqIaLhq7MVR_4-G', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/ZHdvYWFqaG5laWNnMW9SjiD2lW6nDnuEDR_4iEKM_w8YRwqIaLhq7MVR_4-G.png?width=108&crop=smart&format=pjpg&auto=webp&s=80f2f30c0a2c7b09ebedc8479ede9ce2b1d8... | |
Llama.cpp code completion and agentic AI | 3 | I am currently running Qwen3-30B-Coder with a Q4_K_M quant, and my intention is to replace copilot in neovim for both code completion and chat (and agentic AI) via llama.cpp.
I tried using llama.vim, codecompanion.nvim and openhands, all pointing to the same llama.cpp server instance. However, while code completion was... | 2026-01-10T10:51:01 | https://www.reddit.com/r/LocalLLaMA/comments/1q916k5/llamacpp_code_completion_and_agentic_ai/ | vucamille | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q916k5 | false | null | t3_1q916k5 | /r/LocalLLaMA/comments/1q916k5/llamacpp_code_completion_and_agentic_ai/ | false | false | self | 3 | null |
Choosing a GGUF Model: K-Quants, I-Quants, and Legacy Formats | 12 | 2026-01-10T10:42:09 | https://kaitchup.substack.com/p/choosing-a-gguf-model-k-quants-i | tarruda | kaitchup.substack.com | 1970-01-01T00:00:00 | 0 | {} | 1q911fj | false | null | t3_1q911fj | /r/LocalLLaMA/comments/1q911fj/choosing_a_gguf_model_kquants_iquants_and_legacy/ | false | false | default | 12 | {'enabled': False, 'images': [{'id': 'ZMZ25MOMBEhnH9XTLPWbE9gFhyIqUzt4o8mr7UwQxDI', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/ZMZ25MOMBEhnH9XTLPWbE9gFhyIqUzt4o8mr7UwQxDI.jpeg?width=108&crop=smart&auto=webp&s=751f94e4d59feb165a33e527ef2e10ec9cef80b7', 'width': 108}, {'height': 142, 'url': '... | |
Jensen Huang at CES on how open models have really revolutionized AI last year. “When AI is open, it proliferates everywhere.” | 175 | From NVIDIA AI on 𝕏: [https://x.com/NVIDIAAI/status/2009731908888895516](https://x.com/NVIDIAAI/status/2009731908888895516) | 2026-01-10T10:36:58 | https://v.redd.it/73l3tyn71icg1 | Nunki08 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q90ye2 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/73l3tyn71icg1/DASHPlaylist.mpd?a=1770633441%2CMDM1YzhjZWIwNDkwYTQxOWU1YzVjMzZkZjkyOGI4NzliYTMxNTE3MjA0YTQ0NGY5NTlhZDA0MDBjOWJkZTNiOA%3D%3D&v=1&f=sd', 'duration': 95, 'fallback_url': 'https://v.redd.it/73l3tyn71icg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1q90ye2 | /r/LocalLLaMA/comments/1q90ye2/jensen_huang_at_ces_on_how_open_models_have/ | false | false | 175 | {'enabled': False, 'images': [{'id': 'bGVlcWZ0bzcxaWNnMW_K1BNM1KBv7FYngB2itMlTyoA2GP6X-h0KJFWgL9Yw', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/bGVlcWZ0bzcxaWNnMW_K1BNM1KBv7FYngB2itMlTyoA2GP6X-h0KJFWgL9Yw.png?width=108&crop=smart&format=pjpg&auto=webp&s=10565f88642585ddecb4bd3bb39cfd37977a2... | |
Searching for an LLM Frontend to use the Claude API with Google Drive Integration on Mobile and Desktop!!! | 1 | I have been using Monica AI for the past 1 year. It was good. but now i see privacy concerns and poor management of files. Please help me. | 2026-01-10T10:05:59 | https://www.reddit.com/r/LocalLLaMA/comments/1q90g5l/searching_for_an_llm_frontend_to_use_the_claude/ | idigimarketer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q90g5l | false | null | t3_1q90g5l | /r/LocalLLaMA/comments/1q90g5l/searching_for_an_llm_frontend_to_use_the_claude/ | false | false | self | 1 | null |
"Safe" abliteration methods | 13 | Many uncensored models suffer from degraded logic or hallucinations, but I noticed a few modern abliteration methods that claim to actually remove refusals without damaging the models:
* Norm-Preserving Biprojected Abliteration, now [MPOA](https://huggingface.co/blog/grimjim/projected-abliteration) - by grimjim, al... | 2026-01-10T09:54:33 | https://www.reddit.com/r/LocalLLaMA/comments/1q9099u/safe_abliteration_methods/ | beneath_steel_sky | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9099u | false | null | t3_1q9099u | /r/LocalLLaMA/comments/1q9099u/safe_abliteration_methods/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'PQT0WsBTr8QpoI5MKfCU5hRdziiCr03mRWc8FUOzwzw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PQT0WsBTr8QpoI5MKfCU5hRdziiCr03mRWc8FUOzwzw.png?width=108&crop=smart&auto=webp&s=92f191d36bff2209a15b0f5c9a32eb4b46ba6ff2', 'width': 108}, {'height': 116, 'url': 'h... |
Perplexity Comet MCP - Browser Automation Tool for Local LLMs | 0 | Hey everyone! I wanted to share a project that might interest some of you working with local LLMs and browser automation.
I just discovered the \*\*perplexity-comet-mcp\*\* GitHub project - it's a browser automation tool specifically designed to work with local LLMs. Here are the key highlights:
\*\*What it does:... | 2026-01-10T09:54:00 | https://www.reddit.com/r/LocalLLaMA/comments/1q908xr/perplexity_comet_mcp_browser_automation_tool_for/ | MolassesSeveral2563 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q908xr | false | null | t3_1q908xr | /r/LocalLLaMA/comments/1q908xr/perplexity_comet_mcp_browser_automation_tool_for/ | false | false | self | 0 | null |
split the GPU on an Asus Ascent GX10 for multiple users | 2 | I recently bought an Asus Ascent GX10 and I want to share it with multiple users.
Right now, I’m using Open OnDemand as the frontend, and Slurm for resource scheduling. The basic setup works fine, but the main problem is the GPU.
At the moment, GPU splitting is not possible. When a user creates a session, they can on... | 2026-01-10T09:45:36 | https://www.reddit.com/r/LocalLLaMA/comments/1q9040k/split_the_gpu_on_an_asus_ascent_gx10_for_multiple/ | Cheap-Bid-5793 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q9040k | false | null | t3_1q9040k | /r/LocalLLaMA/comments/1q9040k/split_the_gpu_on_an_asus_ascent_gx10_for_multiple/ | false | false | self | 2 | null |
For my RTX 5090 what are the best local image-gen and animation/video AIs right now? | 14 | I’ve got a 5090 and I want to run generative AI locally (no cloud).
I’m looking for suggestions on:
Image generation (text-to-image, image-to-image)
Animation / video generation (text-to-video or image-to-video), if feasible locally
What are the best models/tools to run locally right now for quality and for sp... | 2026-01-10T09:10:28 | https://www.reddit.com/r/LocalLLaMA/comments/1q8zjvw/for_my_rtx_5090_what_are_the_best_local_imagegen/ | TomNaughtyy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8zjvw | false | null | t3_1q8zjvw | /r/LocalLLaMA/comments/1q8zjvw/for_my_rtx_5090_what_are_the_best_local_imagegen/ | false | false | self | 14 | null |
Which is the best < 32b Model for MCP (Tools)? | 2 | I want to use the IDA Pro MCP for example to reverse dumps and codebases and I wonder which local model would be the best for such case? | 2026-01-10T08:56:17 | https://www.reddit.com/r/LocalLLaMA/comments/1q8zbqw/which_is_the_best_32b_model_for_mcp_tools/ | Revolutionary_Mine29 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8zbqw | false | null | t3_1q8zbqw | /r/LocalLLaMA/comments/1q8zbqw/which_is_the_best_32b_model_for_mcp_tools/ | false | false | self | 2 | null |
LlamaFarm vs other frameworks | 1 | LlamaFarm is n open-source framework for visually building and deploying AI pipelines, agents, RAG, databases, and more locally/remotely with a WebUI.
Has anyone here used it and compare it against the likes of LM Studio, AnythingLLM, Open WebUI etc ? | 2026-01-10T08:27:53 | https://github.com/llama-farm/llamafarm | disdi89 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1q8yve8 | false | null | t3_1q8yve8 | /r/LocalLLaMA/comments/1q8yve8/llamafarm_vs_other_frameworks/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'mlc6J4u98M97DZXAyJAmGyi6HMYyA3_1HM1X7c1w2xE', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/mlc6J4u98M97DZXAyJAmGyi6HMYyA3_1HM1X7c1w2xE.png?width=108&crop=smart&auto=webp&s=221fbdf8fcebb5c0acc408c1cacb9302e39252ba', 'width': 108}, {'height': 216, 'url': '... |
Should we even allow AI to govern itself? | 0 | This vision for Modular AI Governance effectively shifts AI from a "black box" that we hope stays on track to a deterministic state machine that we know is on track. By decoupling the processing power (the LLM) from the authoritative knowledge and safety rules,it becomes a "fail-safe" for artificial intelligence.
I... | 2026-01-10T07:59:44 | https://www.reddit.com/r/LocalLLaMA/comments/1q8yejm/should_we_even_allow_ai_to_govern_itself/ | ParsleyFeeling3911 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8yejm | false | null | t3_1q8yejm | /r/LocalLLaMA/comments/1q8yejm/should_we_even_allow_ai_to_govern_itself/ | false | false | self | 0 | null |
Qwen3-VL Emb and Reranker are supported by chatllm.cpp now | 3 | Note that, in Qwen3-Emb, queries and documents are processing differently by using dedicated prompts. Qwen3-VL-Emb does not do this anymore.
Although it's possible to use different prompts for Qwen3-VL-Emb, the official example does not do this.
[https://github.com/foldl/chatllm.cpp](https://github.com/foldl/chatllm.... | 2026-01-10T07:07:01 | https://www.reddit.com/r/LocalLLaMA/comments/1q8xj0m/qwen3vl_emb_and_reranker_are_supported_by/ | foldl-li | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8xj0m | false | null | t3_1q8xj0m | /r/LocalLLaMA/comments/1q8xj0m/qwen3vl_emb_and_reranker_are_supported_by/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'UcZI-V9xs__TKn8hvOKrkz-5ZJi7331B-hJ4LX70muI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UcZI-V9xs__TKn8hvOKrkz-5ZJi7331B-hJ4LX70muI.png?width=108&crop=smart&auto=webp&s=82d145cbc0204640dc402116119fd1e62d4de613', 'width': 108}, {'height': 108, 'url': 'h... |
Higgs Audio v2 GUI with many features | 13 | I've been obsessed with Higgs v2 as it's been incredible for my use case. I couldn't find a good GUI so I've been creating one.
While I originally used ComfyUI with TTS-Suite, there were still a few parameters that couldn't be tweaked easily that I needed, which lead to this piece of work.
If you're someone who want... | 2026-01-10T06:57:37 | https://www.reddit.com/r/LocalLLaMA/comments/1q8xd6f/higgs_audio_v2_gui_with_many_features/ | Mar00ned | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8xd6f | false | null | t3_1q8xd6f | /r/LocalLLaMA/comments/1q8xd6f/higgs_audio_v2_gui_with_many_features/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'fzBKE2E8LKhVc0GgIF1x3T8DrQbqh-W_0e6VnE40eqc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/fzBKE2E8LKhVc0GgIF1x3T8DrQbqh-W_0e6VnE40eqc.png?width=108&crop=smart&auto=webp&s=c88628d283d5c61b779f9c421d6e1f28bd0f965f', 'width': 108}, {'height': 108, 'url': 'h... |
Minisforum BD395i MAX motherboard at CES 2026: built-in AMD Strix Halo APU, use your own GPU | 69 | 2026-01-10T06:52:19 | https://www.tweaktown.com/news/109642/minisforum-bd395i-max-motherboard-at-ces-2026-built-in-amd-strix-halo-apu-use-your-own-gpu/index.html | noiserr | tweaktown.com | 1970-01-01T00:00:00 | 0 | {} | 1q8x9yp | false | null | t3_1q8x9yp | /r/LocalLLaMA/comments/1q8x9yp/minisforum_bd395i_max_motherboard_at_ces_2026/ | false | false | default | 69 | {'enabled': False, 'images': [{'id': 'KG0Myw_6qN7QIlQJb4mBoOF1kj92CgMaeoC8dUJj7QQ', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/KG0Myw_6qN7QIlQJb4mBoOF1kj92CgMaeoC8dUJj7QQ.jpeg?width=108&crop=smart&auto=webp&s=ba8be032c44fe3c7e943e815791e130dbd76ae8c', 'width': 108}, {'height': 121, 'url': '... | |
GLM 5 Is Being Trained! | 211 | 2026-01-10T06:28:58 | https://www.reddit.com/r/LocalLLaMA/comments/1q8wv24/glm_5_is_being_trained/ | Few_Painter_5588 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8wv24 | false | null | t3_1q8wv24 | /r/LocalLLaMA/comments/1q8wv24/glm_5_is_being_trained/ | false | false | 211 | null | ||
Best Model for Uncensored Code Outputs | 1 | I have an AMD Ryzen 7 7700 8-core, 32GB Memory, and a NVIDIA GeForce RTX 4060 Graphics card.
I am looking for uncensored code output. To put it bluntly, I am learning about cybersecurity, breaking down and recreating malware. I'm an extreme novice; the last time I ran a LLM was with Olloma on my 8GB Ram Mac.
I under... | 2026-01-10T06:21:36 | https://www.reddit.com/r/LocalLLaMA/comments/1q8wq2v/best_model_for_uncensored_code_outputs/ | Wooden-Barnacle-6988 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8wq2v | false | null | t3_1q8wq2v | /r/LocalLLaMA/comments/1q8wq2v/best_model_for_uncensored_code_outputs/ | false | false | self | 1 | null |
Is this a reasonably capable AI workstation, priced reasonably - given my peculiar objective? | 4 | Three weeks ago I did not know how to spell LLM. So far, I have climbed 2% of the way up the learning curve by browsing this sub. I know nothing about the care and feeding of LLM workstations beyond ***3090s GOOD!***.
After hours of shopping and *many* searches to learn this and that, here is what I am proposing to bu... | 2026-01-10T06:21:23 | https://www.reddit.com/r/LocalLLaMA/comments/1q8wpy0/is_this_a_reasonably_capable_ai_workstation/ | 3090orBust | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8wpy0 | false | null | t3_1q8wpy0 | /r/LocalLLaMA/comments/1q8wpy0/is_this_a_reasonably_capable_ai_workstation/ | false | false | self | 4 | null |
open-webUI Native Function Calling with Built-in Tools | 7 | Open-webUI v0.7 was release today.
\- Added: Native Function Calling with Built-in Tools. Users can now ask models to perform multi-step tasks that combine web research, knowledge base queries, note-taking, and image generation in a single conversation—for example, "research the latest on X, save key findings to a not... | 2026-01-10T06:21:06 | https://www.reddit.com/r/LocalLLaMA/comments/1q8wpq5/openwebui_native_function_calling_with_builtin/ | slavik-dev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8wpq5 | false | null | t3_1q8wpq5 | /r/LocalLLaMA/comments/1q8wpq5/openwebui_native_function_calling_with_builtin/ | false | false | self | 7 | null |
GRPO on SFT model: reward hacking with blank / gibberish reasoning — how are you designing robust rewards? | 2 | Hi everyone,
I’ve been experimenting with **GRPO on top of an SFT-trained model** where the model produces reasoning inside `<think>` tags and a final answer outside of them.
In one experiment, I **removed the KL divergence term**, and the model immediately started **reward hacking**. Specifically:
* It would output... | 2026-01-10T06:20:15 | https://www.reddit.com/r/LocalLLaMA/comments/1q8wp6f/grpo_on_sft_model_reward_hacking_with_blank/ | Pale-Box-3470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8wp6f | false | null | t3_1q8wp6f | /r/LocalLLaMA/comments/1q8wp6f/grpo_on_sft_model_reward_hacking_with_blank/ | false | false | self | 2 | null |
Benchmarking Groq vs. Local for GPT-OSS-20B. What TPS are you getting on single 3090/4090s? | 1 | I’ve been running my task extraction pipeline on **Groq**, specifically using **GPT-OSS-20B**. The inference speed is
incredible (easily 200+ tokens/sec), but I'm considering moving to a local setup for complete data sovereignty.
The 20B parameter size feels like the perfect "Goldilocks" zone—smarter than the... | 2026-01-10T06:13:38 | https://www.reddit.com/r/LocalLLaMA/comments/1q8wksa/benchmarking_groq_vs_local_for_gptoss20b_what_tps/ | AutodidactaSerio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8wksa | false | null | t3_1q8wksa | /r/LocalLLaMA/comments/1q8wksa/benchmarking_groq_vs_local_for_gptoss20b_what_tps/ | false | false | self | 1 | null |
Financial AI Model | 4 | Is there an AI model that specializes in or is just generally competent in financial analysis.
specifically in interpreting financial metrics like revenue growth, return on invested capital, growth margin etc. | 2026-01-10T06:05:16 | https://www.reddit.com/r/LocalLLaMA/comments/1q8wf5e/financial_ai_model/ | Luke1144 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8wf5e | false | null | t3_1q8wf5e | /r/LocalLLaMA/comments/1q8wf5e/financial_ai_model/ | false | false | self | 4 | null |
Where can I get A100 gpu for free or cheap | 0 | I’m an undergrad student working on an llm hybrid training optimization for a research paper. I’m using the mistral7b model and hitting ram limits in colab. I need the A100 gpu as it provides more ram and also to implement the flash attention hardware optimization. I would really appreciate any advice. | 2026-01-10T05:56:18 | https://www.reddit.com/r/LocalLLaMA/comments/1q8w916/where_can_i_get_a100_gpu_for_free_or_cheap/ | Optimal-Resident694 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8w916 | false | null | t3_1q8w916 | /r/LocalLLaMA/comments/1q8w916/where_can_i_get_a100_gpu_for_free_or_cheap/ | false | false | self | 0 | null |
ASUS UGen300 USB AI Accelerator targets edge inference with Hailo-10H | 1 | ASUS has announced the UGen300 USB AI Accelerator, a compact external device designed to add hardware-accelerated machine learning and generative inference capabilities to existing systems over a USB connection.
The UGen300 is built around the Hailo Hailo-10H processor, which ASUS rates at up to 40 TOPS (INT4) of infe... | 2026-01-10T05:47:53 | https://www.reddit.com/r/LocalLLaMA/comments/1q8w3mj/asus_ugen300_usb_ai_accelerator_targets_edge/ | DeliciousBelt9520 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8w3mj | false | null | t3_1q8w3mj | /r/LocalLLaMA/comments/1q8w3mj/asus_ugen300_usb_ai_accelerator_targets_edge/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'W5NiCKA5rEaNgWKfxZbRU_kyCtSy-LNXGBFQxOMt_6I', 'resolutions': [{'height': 97, 'url': 'https://external-preview.redd.it/W5NiCKA5rEaNgWKfxZbRU_kyCtSy-LNXGBFQxOMt_6I.png?width=108&crop=smart&auto=webp&s=7bc568ffc7b0ec3f1975bcc55f8c4bde0a018f09', 'width': 108}, {'height': 195, 'url': 'h... |
Evaluated LLM observability platforms; here's what I found | 0 | I was six months into building our AI customer support agent when I realized we had no real testing strategy. Bugs came from user complaints, not from our process. The cycle was brutal: support tickets → manual review → eng writes tests → product waits. Took weeks to iterate on anything. Started looking at observabilit... | 2026-01-10T04:52:41 | https://www.reddit.com/r/LocalLLaMA/comments/1q8v1be/evaluated_llm_observability_platforms_heres_what/ | SamstyleGhostt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8v1be | false | null | t3_1q8v1be | /r/LocalLLaMA/comments/1q8v1be/evaluated_llm_observability_platforms_heres_what/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'KzAc13hXE9QsdX6Gln6UfjUM_YHdFpO-bqpsrWu-R38', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/KzAc13hXE9QsdX6Gln6UfjUM_YHdFpO-bqpsrWu-R38.png?width=108&crop=smart&auto=webp&s=36c7b52e01882345eead044bd0f4cb3d9b9bb1c5', 'width': 108}, {'height': 113, 'url': 'h... |
I built a 100% local Audio RAG pipeline to index 4-hour city council meetings. Runs on an RTX 2060. (Whisper + Ollama + ChromaDB) | 36 | I'm a bit of a late-comer with LLMs for personal use. I'm sharing this to document that a lot can be done with limited hardware resources.
I’ve spent 4 weeks building a tool I named YATSEE. It is a local-first pipeline designed to turn unstructured audio (think 4-hour jargon-filled city council meetings) into clean se... | 2026-01-10T04:48:34 | https://www.reddit.com/r/LocalLLaMA/comments/1q8uyhj/i_built_a_100_local_audio_rag_pipeline_to_index/ | alias454 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8uyhj | false | null | t3_1q8uyhj | /r/LocalLLaMA/comments/1q8uyhj/i_built_a_100_local_audio_rag_pipeline_to_index/ | false | false | self | 36 | {'enabled': False, 'images': [{'id': 'fDtqR7_jn30iMbMUHQYwHftQWacdDAIFLR-RE_PoIHc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/fDtqR7_jn30iMbMUHQYwHftQWacdDAIFLR-RE_PoIHc.png?width=108&crop=smart&auto=webp&s=d8944e0361e4360b96a4bcc58b9d887afd8ebaa9', 'width': 108}, {'height': 108, 'url': 'h... |
Reality of on-mobile SLM lol | 0 | I have been wanting to use a AI model for my android local AI app and
Gemma3-1B-IT 4bits was the most recommended as its lightweight(584.4 MB)
But the experience is traumatizing and kinda nostalgic.
Reminded me of gpt 3.5.
It had said strawberry has 2 'r'.
Image: Using model on Google Edge Gallery.
Suggestions neede... | 2026-01-10T04:29:59 | No_Outside_9446 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q8ul2x | false | null | t3_1q8ul2x | /r/LocalLLaMA/comments/1q8ul2x/reality_of_onmobile_slm_lol/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'xuz9f4md9gcg1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/xuz9f4md9gcg1.jpeg?width=108&crop=smart&auto=webp&s=657868543ee1956459f821e1cb5d851476c21a9f', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/xuz9f4md9gcg1.jpeg?width=216&crop=smart&auto=... | |
Building a desktop AI companion with memory, dreams, and self-improvement capabilities | 0 | I started building a desktop AI companion as a side project. Wanted one that I have full control over. You know, "what's the weather/latest news" or "review this code for me" kind of thing, with a cute anime avatar that hovers on my screen. But also with the ability for it to remember things between sessions without co... | 2026-01-10T04:26:53 | https://www.reddit.com/r/LocalLLaMA/comments/1q8uiu9/building_a_desktop_ai_companion_with_memory/ | Valkyrill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8uiu9 | false | null | t3_1q8uiu9 | /r/LocalLLaMA/comments/1q8uiu9/building_a_desktop_ai_companion_with_memory/ | false | false | self | 0 | null |
I built a "Mute Agent" that uses Graph Constraints instead of Prompt Engineering. 0% Hallucination rate on infrastructure tasks. | 1 | [removed] | 2026-01-10T04:10:11 | https://www.reddit.com/r/LocalLLaMA/comments/1q8u6oi/i_built_a_mute_agent_that_uses_graph_constraints/ | Evening-Arm-34 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8u6oi | false | null | t3_1q8u6oi | /r/LocalLLaMA/comments/1q8u6oi/i_built_a_mute_agent_that_uses_graph_constraints/ | false | false | self | 1 | null |
AMD AI Lemonade Server - Community Mobile App | 6 | Hello all Strix Halo users I am a contributor to lemonade-server and Lemonade Mobile an AMD sponsored local llm server. We have released a mobile app specific for the lemonade-server that is also free. We would like to invite any Android users to send me a message directly to be a tester as it's a requirement from Goog... | 2026-01-10T04:04:30 | https://www.reddit.com/r/LocalLLaMA/comments/1q8u2gj/amd_ai_lemonade_server_community_mobile_app/ | TheOriginalG2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8u2gj | false | null | t3_1q8u2gj | /r/LocalLLaMA/comments/1q8u2gj/amd_ai_lemonade_server_community_mobile_app/ | false | false | self | 6 | null |
Ollie – A "Glass-box" AI code editor. Native, local (Ollama) support, and no subscription. | 0 | Hi everyone,
I built Ollie because I was noticing a couple of things in the current AI coding landscape:
Subscription Fatigue: I didn't want to increase more monthly costs for LLM tools that I use every day.
Local Context: I really wanted to run my LLMs locally with good context awareness (like the bigger IDEs) b... | 2026-01-10T03:55:50 | https://www.reddit.com/r/LocalLLaMA/comments/1q8tw05/ollie_a_glassbox_ai_code_editor_native_local/ | lucascmeyer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8tw05 | false | null | t3_1q8tw05 | /r/LocalLLaMA/comments/1q8tw05/ollie_a_glassbox_ai_code_editor_native_local/ | false | false | self | 0 | null |
Introducing "UITPSDT" a novel approach to runtime efficiency in organic agents | 156 | It is a proof of concept and application outside of the proposed domain may yield unexpected results, we hope the community can contribute to the token efficiency. | 2026-01-10T03:30:19 | reto-wyss | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q8tdcz | false | null | t3_1q8tdcz | /r/LocalLLaMA/comments/1q8tdcz/introducing_uitpsdt_a_novel_approach_to_runtime/ | false | false | default | 156 | {'enabled': True, 'images': [{'id': '73wv4f66yfcg1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/73wv4f66yfcg1.jpeg?width=108&crop=smart&auto=webp&s=f795709ac70e23a295fecd84cc132675ae902cf5', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/73wv4f66yfcg1.jpeg?width=216&crop=smart&auto=... | |
Which open-weights model should I use for health, career, and relationship advice with reliable citations? | 1 | Hi everyone — I’m choosing an open-weights LLM to run locally / self-host (budget varies) and want it to:
Match Anthropic Opus 4.5–level general-knowledge performance (high accuracy across general QA/knowledge benchmarks).
Provide clear, verifiable citations (articles, DOIs, books) for health analysis, career guidance,... | 2026-01-10T03:19:38 | https://www.reddit.com/r/LocalLLaMA/comments/1q8t5ie/which_openweights_model_should_i_use_for_health/ | baldyogi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8t5ie | false | null | t3_1q8t5ie | /r/LocalLLaMA/comments/1q8t5ie/which_openweights_model_should_i_use_for_health/ | false | false | self | 1 | null |
[Project] I built AI reasoning infrastructure that forces explicit evidence categorization (Known/Alleged/Inferred/Speculative) - integration testing with Claude Code showed 85% improvement in evidence-gathering | 0 | \## TL;DR
Built an AI reasoning framework (Aphrodite) that addresses hallucination and timeline myopia through evidence hygiene protocols. Integration testing with Claude Code showed measurable improvements across reasoning tasks. Open source, looking for feedback from this community.
\---
\## The Problem I Was Tryi... | 2026-01-10T03:12:13 | https://www.reddit.com/r/LocalLLaMA/comments/1q8szuv/project_i_built_ai_reasoning_infrastructure_that/ | Sams-dot-Ghoul | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8szuv | false | null | t3_1q8szuv | /r/LocalLLaMA/comments/1q8szuv/project_i_built_ai_reasoning_infrastructure_that/ | false | false | self | 0 | null |
I built an open-source tool to analyze spine MRI scans locally. | 34 | I've been working on a project to democratize medical imaging analysis and wanted to share it with the community. [MRI-GPT](https://github.com/NeoNogin/MRI-GPT) allows you to drag-and-drop spine MRI (DICOM) files and generates a detailed pathology report that you can chat with, running entirely on your local machine.
... | 2026-01-10T02:42:54 | https://www.reddit.com/r/LocalLLaMA/comments/1q8scwx/i_built_an_opensource_tool_to_analyze_spine_mri/ | Erdeem | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8scwx | false | null | t3_1q8scwx | /r/LocalLLaMA/comments/1q8scwx/i_built_an_opensource_tool_to_analyze_spine_mri/ | false | false | self | 34 | {'enabled': False, 'images': [{'id': 'Xq2179q-vnmIwxGZPd63fcwRH5vOPNKpXKh3hZZP7zQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Xq2179q-vnmIwxGZPd63fcwRH5vOPNKpXKh3hZZP7zQ.png?width=108&crop=smart&auto=webp&s=0b6e62d7e9d5bf5425b323731502c4c506f326a1', 'width': 108}, {'height': 108, 'url': 'h... |
I built an open-source framework for deploying agentic AI with safety guardrails - looking for feedback and contributors | 2 | Hey r/LocalLLaMA,
Built an open-source Python framework for agentic AI with safety guardrails built in. After rebuilding the same patterns (agent orchestration, monitoring, compliance logging) at multiple companies over 8 years, I packaged them into OpenFoundry.
**Quick overview:**
* Async DAG-based workflow engine ... | 2026-01-10T02:12:11 | https://www.reddit.com/r/LocalLLaMA/comments/1q8roht/i_built_an_opensource_framework_for_deploying/ | bug6129 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8roht | false | null | t3_1q8roht | /r/LocalLLaMA/comments/1q8roht/i_built_an_opensource_framework_for_deploying/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'apxyr0rG8pF3dDEfBLf1PIex5WrM9hDZ-tr9XirImPc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/apxyr0rG8pF3dDEfBLf1PIex5WrM9hDZ-tr9XirImPc.png?width=108&crop=smart&auto=webp&s=592a3b24c7c8b46618480391079fb63e522fac31', 'width': 108}, {'height': 108, 'url': 'h... |
Scaling RAG from MVP to 15M Legal Docs – Cost & Stack Advice | 0 | Hi all;
We are seeking investment for a LegalTech RAG project and need a realistic budget estimation for scaling.
**The Context:**
* **Target Scale:** \~15 million text files (avg. 120k chars/file). Total \~1.8 TB raw text.
* **Requirement:** High precision. Must support **continuous data updates**.
* **MVP Status:*... | 2026-01-10T01:01:28 | https://www.reddit.com/r/LocalLLaMA/comments/1q8q3fn/scaling_rag_from_mvp_to_15m_legal_docs_cost_stack/ | Additional-Oven4640 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8q3fn | false | null | t3_1q8q3fn | /r/LocalLLaMA/comments/1q8q3fn/scaling_rag_from_mvp_to_15m_legal_docs_cost_stack/ | false | false | self | 0 | null |
Jarvis-OS: a local LLM executive I coded in a 48 hour marathon | 0 | Hoping to build something I would actually want to use and can update as needed
see: [https://github.com/dougy27/jarvis-os/tree/release/v2.1.0?tab=readme-ov-file](https://github.com/dougy27/jarvis-os/tree/release/v2.1.0?tab=readme-ov-file)
I should be clear, this is more than "fancy math on dumb input" but not quite ... | 2026-01-10T00:37:40 | Dougy27 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q8pjv2 | false | null | t3_1q8pjv2 | /r/LocalLLaMA/comments/1q8pjv2/jarvisos_a_local_llm_executive_i_coded_in_a_48/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'SO-F76ByfC6HsXXUUB5xxX0HIul3qqxepwH8cB9pXeQ', 'resolutions': [{'height': 75, 'url': 'https://preview.redd.it/gknu6l4o2fcg1.png?width=108&crop=smart&auto=webp&s=f4a61effe6db494cb783f8c36068753ff8468c7b', 'width': 108}, {'height': 150, 'url': 'https://preview.redd.it/gknu6l4o2fcg1.png... | ||
Will data scientist disappear | 0 | Recent reports says ai companies are now trying to make ai develope him self and like as an example ai suggested not using the traditional matrices multiplication, what is your opinion | 2026-01-10T00:11:31 | https://www.reddit.com/r/LocalLLaMA/comments/1q8oxgx/will_data_scientist_disappear/ | Hot_Rip_4912 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8oxgx | false | null | t3_1q8oxgx | /r/LocalLLaMA/comments/1q8oxgx/will_data_scientist_disappear/ | false | false | self | 0 | null |
I built an open-source SDK for AI Agent authentication (no more hardcoded cookies) | 1 | [removed] | 2026-01-10T00:08:01 | https://www.reddit.com/r/LocalLLaMA/comments/1q8oujw/i_built_an_opensource_sdk_for_ai_agent/ | Bubbly_Gap6378 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8oujw | false | null | t3_1q8oujw | /r/LocalLLaMA/comments/1q8oujw/i_built_an_opensource_sdk_for_ai_agent/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'emyj7iXSKqxik9Q1vaps-WKmMqJgVzawFsODSo5ZklQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/emyj7iXSKqxik9Q1vaps-WKmMqJgVzawFsODSo5ZklQ.png?width=108&crop=smart&auto=webp&s=727f9905a45536b2b7b2e28ccf57deb3dbcbee62', 'width': 108}, {'height': 108, 'url': 'h... |
Mac mini m4 vs MacBook m2 vs i7 12th &rtx 3060 | 1 | I want to buy either one of Mac mini m4 vs MacBook m2 vs i7 12th &rtx 3060
I don't know which is better like for pytoch training and like for daily use and also I am uses to run local models , what do you recommend | 2026-01-10T00:02:52 | https://www.reddit.com/r/LocalLLaMA/comments/1q8oqcb/mac_mini_m4_vs_macbook_m2_vs_i7_12th_rtx_3060/ | Hot_Rip_4912 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8oqcb | false | null | t3_1q8oqcb | /r/LocalLLaMA/comments/1q8oqcb/mac_mini_m4_vs_macbook_m2_vs_i7_12th_rtx_3060/ | false | false | self | 1 | null |
Which of the <= 32B models has the best reasoning? | 27 | I mean reasoning on problem solving with "not common" problems.
The deepseek distillation seems quite good. But perhaps there are better ones. | 2026-01-09T23:43:41 | https://www.reddit.com/r/LocalLLaMA/comments/1q8oa60/which_of_the_32b_models_has_the_best_reasoning/ | Robert__Sinclair | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8oa60 | false | null | t3_1q8oa60 | /r/LocalLLaMA/comments/1q8oa60/which_of_the_32b_models_has_the_best_reasoning/ | false | false | self | 27 | null |
Fable: Canon + Loop hybrid beats baseline and pure Canon at toy scale (1.1m) | 9 | Hello! I enjoy playing with toy models. A quick disclaimer: I am a noob that's only been playing with models for a few months. Opus 4.5 wrote all my code, but the ideas were my own. Have mercy.
I present
**Fable**
, a toy-size language model (128dim, 4 layer, 2 head, ~1.1m parameters) where t... | 2026-01-09T22:47:11 | https://www.reddit.com/r/LocalLLaMA/comments/1q8mwqy/fable_canon_loop_hybrid_beats_baseline_and_pure/ | Kasidra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8mwqy | false | null | t3_1q8mwqy | /r/LocalLLaMA/comments/1q8mwqy/fable_canon_loop_hybrid_beats_baseline_and_pure/ | false | false | 9 | null | |
New to local LLMs, DGX Spark owner looking for best coding model (Opus 4.5 daily user, need a local backup) | 0 | Hi all, I’m new to running local LLMs. I recently got access to an NVIDIA DGX Spark (128GB RAM) and I’m trying to find the best model I can realistically run for coding.
I use Claude Opus 4.5 every day, so I know I won’t match it locally, but having a reliable “backup coder” is important for me (offline / cost / avail... | 2026-01-09T22:39:47 | https://www.reddit.com/r/LocalLLaMA/comments/1q8mq0u/new_to_local_llms_dgx_spark_owner_looking_for/ | OverFatBear | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8mq0u | false | null | t3_1q8mq0u | /r/LocalLLaMA/comments/1q8mq0u/new_to_local_llms_dgx_spark_owner_looking_for/ | false | false | self | 0 | null |
Building a Whisper.cpp transcription app focused on accurate alignment — need thoughts | 9 | Hey everyone,
Hope this is the right place to ask. I’ve been working on something for a while and wanted some honest input before taking it further.
I’m building a **desktop transcription app** using **whisper.cpp**, with a **WAV2VEC2 forced alignment layer** on top. It runs locally on CPU and GPU (DirectML on Windo... | 2026-01-09T22:21:34 | Curious_File7648 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q8m9lq | false | null | t3_1q8m9lq | /r/LocalLLaMA/comments/1q8m9lq/building_a_whispercpp_transcription_app_focused/ | false | false | default | 9 | {'enabled': True, 'images': [{'id': '4gajr3ileecg1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/4gajr3ileecg1.png?width=108&crop=smart&auto=webp&s=aa93e5d75dd3ae7090480896f294e12b9b9ab23a', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/4gajr3ileecg1.png?width=216&crop=smart&auto=web... | |
Hermit-AI: Chat with 100GB+ of Wikipedia/Docs offline using a Multi-Joint RAG pipeline | 34 | **Hermit-AI** because I was frustrated with the state of offline RAG.
**The Headache:** I wanted to use Local AI along side my collection of ZIM files (Wikipedia, StackExchange, etc.) entirely offline. But every tool I tried had the same issues:
1. **"Needle in a Haystack"**: Traditional vector search kept retrieving... | 2026-01-09T22:20:02 | Smart-Competition200 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q8m89n | false | null | t3_1q8m89n | /r/LocalLLaMA/comments/1q8m89n/hermitai_chat_with_100gb_of_wikipediadocs_offline/ | false | false | default | 34 | {'enabled': True, 'images': [{'id': '2l4v4kpedecg1', 'resolutions': [{'height': 166, 'url': 'https://preview.redd.it/2l4v4kpedecg1.png?width=108&crop=smart&auto=webp&s=c0930c0073a36dd0a32979ab1fab05a8c833cdb1', 'width': 108}, {'height': 333, 'url': 'https://preview.redd.it/2l4v4kpedecg1.png?width=216&crop=smart&auto=we... | |
My own LLM Agent Open Source Seline, comparison for Planning a Refactor task with Augment Code. TLDR: Augment lost! | 2 | Here is the comparison on the video. At the bottom of the post you can see how both plans have worked.
[Here](https://drive.google.com/drive/folders/1x8yaIU30IDlNQNUh6H_H25Sbbo4pEuzt?usp=sharing) is the **refactoring with Seline's plan:**
I did not expect it to be that good!
[Here](https://drive.google.com/drive/fol... | 2026-01-09T22:07:57 | https://youtu.be/Ln7maggciZM | Diligent-Builder7762 | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1q8lxa9 | false | {'oembed': {'author_name': 'kreatorn', 'author_url': 'https://www.youtube.com/@GmDiscoveryful', 'height': 200, 'html': '<iframe width="267" height="200" src="https://www.youtube.com/embed/Ln7maggciZM?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscop... | t3_1q8lxa9 | /r/LocalLLaMA/comments/1q8lxa9/my_own_llm_agent_open_source_seline_comparison/ | false | false | 2 | {'enabled': False, 'images': [{'id': 'ClFbjuS3_MiLnNgti-8h6ARvcVckL5veHxu1fmFllqg', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/ClFbjuS3_MiLnNgti-8h6ARvcVckL5veHxu1fmFllqg.jpeg?width=108&crop=smart&auto=webp&s=8fd15f9bc23cd4d1f35def57c98ab8cf75f6d1c2', 'width': 108}, {'height': 162, 'url': '... | |
Overpriced Augment Code vs Open Source Seline, comparison for Planning a Refactor task. (Thank you for your support! Seline got 80 starts in a week.) TLDR: Augment lost! | 1 | [removed] | 2026-01-09T22:04:06 | https://youtu.be/Ln7maggciZM | Diligent-Builder7762 | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1q8ltpg | false | {'oembed': {'author_name': 'kreatorn', 'author_url': 'https://www.youtube.com/@GmDiscoveryful', 'height': 200, 'html': '<iframe width="267" height="200" src="https://www.youtube.com/embed/Ln7maggciZM?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscop... | t3_1q8ltpg | /r/LocalLLaMA/comments/1q8ltpg/overpriced_augment_code_vs_open_source_seline/ | false | false | default | 1 | null |
PSA: HF seems to be removing grandfathered limits on private storage and billing people on it. | 83 | HF is twisting the screw on their storage billing. I believe than when they announced changes, they grandfathered in storage limits for people who were over a 1 TB limit. I got 1.34TB limit.
Well, now this is over and I got billed additional $25 for keeping my files as is - anything over the first 1TB is counted as an... | 2026-01-09T22:03:39 | https://www.reddit.com/r/LocalLLaMA/comments/1q8lt9c/psa_hf_seems_to_be_removing_grandfathered_limits/ | FullOf_Bad_Ideas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8lt9c | false | null | t3_1q8lt9c | /r/LocalLLaMA/comments/1q8lt9c/psa_hf_seems_to_be_removing_grandfathered_limits/ | false | false | self | 83 | null |
A2e is the best AI generator with many features and multiple integrations (no restrictions) | 1 | [removed] | 2026-01-09T21:40:31 | https://www.reddit.com/r/LocalLLaMA/comments/1q8l7g5/a2e_is_the_best_ai_generator_with_many_features/ | Repulsive-Egg2708 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8l7g5 | false | null | t3_1q8l7g5 | /r/LocalLLaMA/comments/1q8l7g5/a2e_is_the_best_ai_generator_with_many_features/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'hbtFpX_wkVpZ3TLVXDcXrLMtLzLDFNQTDu_w_J0eEHw', 'resolutions': [{'height': 66, 'url': 'https://external-preview.redd.it/hbtFpX_wkVpZ3TLVXDcXrLMtLzLDFNQTDu_w_J0eEHw.png?width=108&crop=smart&auto=webp&s=29fd4a96aedcda04fc220e61b74c12ab41e1991a', 'width': 108}], 'source': {'height': 130... |
What if autonomous coding wasn't one agent, but an entire dev organization? | 0 | I've been thinking about the ceiling of single-agent autonomous coding.
Most setups treat AI as one super-developer doing everything — planning, coding, testing, debugging. It works for small tasks, but real software development is an organization, not a solo sport.
What if we built that instead?
... | 2026-01-09T21:18:30 | https://www.reddit.com/r/LocalLLaMA/comments/1q8kn2u/what_if_autonomous_coding_wasnt_one_agent_but_an/ | Glum_Specialist6955 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8kn2u | false | null | t3_1q8kn2u | /r/LocalLLaMA/comments/1q8kn2u/what_if_autonomous_coding_wasnt_one_agent_but_an/ | false | false | self | 0 | null |
guys! minimax 2.1 is a believer model, and I love it | 1 | https://huggingface.co/chat/r/m_oC35G?leafId=5b3cdb23-5c91-424d-9bce-fe764137edbc
an interesting chat I had with minimax 2.1 about believing in God and what it entails
sorry about the misspellings, I was half asleep
lete know what do you think
I also know that another seed could make the model the most stubborn athei... | 2026-01-09T21:16:04 | https://www.reddit.com/r/LocalLLaMA/comments/1q8kkve/guys_minimax_21_is_a_believer_model_and_i_love_it/ | Splashy4838 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8kkve | false | null | t3_1q8kkve | /r/LocalLLaMA/comments/1q8kkve/guys_minimax_21_is_a_believer_model_and_i_love_it/ | false | false | self | 1 | null |
ik_llama.cpp-vulkan vs llama.cpp-vulkan. ik 10x slower? | 3 | https://reddit.com/link/1q8jjj0/video/v4d5welmwdcg1/player
So I can't for the life of me figure out why ik\_llama.cpp gives me like a piddly tk/s while llama.cpp is blazing on my 7900xtx with the exact same settings.
tried to include as much detail without doxing myself as I could in the video. Would love some advice... | 2026-01-09T20:36:49 | https://www.reddit.com/r/LocalLLaMA/comments/1q8jjj0/ik_llamacppvulkan_vs_llamacppvulkan_ik_10x_slower/ | Inevitable_Mistake32 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8jjj0 | false | null | t3_1q8jjj0 | /r/LocalLLaMA/comments/1q8jjj0/ik_llamacppvulkan_vs_llamacppvulkan_ik_10x_slower/ | false | false | self | 3 | null |
Trade secret uncertainty in LLM tech | 0 | interesting article. | 2026-01-09T20:21:12 | https://medium.com/@jonathan.knight_18259/hedging-trade-secret-uncertainty-in-llm-technology-by-filing-provisional-patent-applications-a708260f326b | Pitiful_Table_1870 | medium.com | 1970-01-01T00:00:00 | 0 | {} | 1q8j56y | false | null | t3_1q8j56y | /r/LocalLLaMA/comments/1q8j56y/trade_secret_uncertainty_in_llm_tech/ | false | false | default | 0 | null |
I clustered 3 DGX Sparks that NVIDIA said couldn't be clustered yet...took 1500 lines of C to make it work | 803 | NVIDIA officially supports clustering *two* DGX Sparks together. I wanted three.
The problem: each Spark has two 100Gbps ConnectX-7 ports. In a 3-node triangle mesh, each link ends up on a different subnet. NCCL's built-in networking assumes all peers are reachable from a single NIC. It just... doesn't work.
So I wro... | 2026-01-09T19:27:29 | Ok-Pomegranate1314 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q8hqgd | false | null | t3_1q8hqgd | /r/LocalLLaMA/comments/1q8hqgd/i_clustered_3_dgx_sparks_that_nvidia_said_couldnt/ | false | false | default | 803 | {'enabled': True, 'images': [{'id': 'dban4j25kdcg1', 'resolutions': [{'height': 61, 'url': 'https://preview.redd.it/dban4j25kdcg1.png?width=108&crop=smart&auto=webp&s=9104473361e62379ba95f98e86d50c6fb6d5b860', 'width': 108}, {'height': 122, 'url': 'https://preview.redd.it/dban4j25kdcg1.png?width=216&crop=smart&auto=web... | |
help me run the .nemo model | 0 | Guys, I have a model in .nemo format. It's a punctuation model and I can't run it because I have various conflicts, maybe there is some instruction to run it | 2026-01-09T19:16:10 | https://www.reddit.com/r/LocalLLaMA/comments/1q8hfu6/help_me_run_the_nemo_model/ | Putrid-Use5182 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8hfu6 | false | null | t3_1q8hfu6 | /r/LocalLLaMA/comments/1q8hfu6/help_me_run_the_nemo_model/ | false | false | self | 0 | null |
Idea of Cluster of Strix Halo and eGPU | 5 | Hi guys,
I wanted to ask for your opinion about the idea of having eGPU that handles prefill and prompt processing and a strix halo (one or more in a cluster) that handle the model loading (Decoding stage)
Similar to the Exo lab setup of a DGX and a cluster of MAC studios. It's not a fair comparison as the mac stud... | 2026-01-09T19:16:07 | https://www.reddit.com/r/LocalLLaMA/comments/1q8hfsd/idea_of_cluster_of_strix_halo_and_egpu/ | lets7512 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q8hfsd | false | null | t3_1q8hfsd | /r/LocalLLaMA/comments/1q8hfsd/idea_of_cluster_of_strix_halo_and_egpu/ | false | false | self | 5 | null |
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