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Can I get a any kind of technical detail of Tesla distributed inference fleet? | 0 | Recently, Tesla announced "Tesla distributed inference fleet"
As a researcher,
I'm curious about the details of Tesla's system.
Pipeline Parallel (Layer split)
Or whether an individual car has its own LLM..
Or the Speculation Decoding
What will happen to the details of the communication technology that wil... | 2026-01-14T10:15:42 | https://www.reddit.com/r/LocalLLaMA/comments/1qcjolc/can_i_get_a_any_kind_of_technical_detail_of_tesla/ | LingonberryOk5517 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcjolc | false | null | t3_1qcjolc | /r/LocalLLaMA/comments/1qcjolc/can_i_get_a_any_kind_of_technical_detail_of_tesla/ | false | false | self | 0 | null |
Local VLMs struggling with OCR accuracy in NLP pipelines | 2 | Trying to use local VLMs like Llama-4 scout of qwen3-VL-30B OCR on scanned docs to feed into NLP for entity extraction/summarization but hitting constan accuracy walls. Model hallucinates on blurry text images mangles handwritten notes and totally botches complex layouts like tables or multi columns, ends up garbling t... | 2026-01-14T10:10:30 | https://www.reddit.com/r/LocalLLaMA/comments/1qcjllm/local_vlms_struggling_with_ocr_accuracy_in_nlp/ | aidenclarke_12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcjllm | false | null | t3_1qcjllm | /r/LocalLLaMA/comments/1qcjllm/local_vlms_struggling_with_ocr_accuracy_in_nlp/ | false | false | self | 2 | null |
Speech to text via LLM | 3 | Hi,
Is there something more convenient already than the Whisper/SDK (https://github.com/argmaxinc/WhisperKit)? This one works on iOS/macOS and other platforms, and it worked very well. It actually deploys a LLM on an iPhone.
I know that similar setups were already discussed here (https://www.reddit.com/r/LocalLLa... | 2026-01-14T10:06:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qcjjm7/speech_to_text_via_llm/ | Acrobatic_Cat_3448 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcjjm7 | false | null | t3_1qcjjm7 | /r/LocalLLaMA/comments/1qcjjm7/speech_to_text_via_llm/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': '0FB-U7GfnqsUhU7x4U4lPR0SPTnvbtdpaTtXSbLO5XQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/0FB-U7GfnqsUhU7x4U4lPR0SPTnvbtdpaTtXSbLO5XQ.png?width=108&crop=smart&auto=webp&s=18b5214143195986f6278a84d2f5da36242fc1cb', 'width': 108}, {'height': 108, 'url': 'h... |
What happened to 1.58bit LLMs? | 76 | Last year I remember them being super hyped and largely theoretical. Since then, I understand there’s a growing body of evidence that larger sparse models outperform smaller denser models, which 1.58bit quantisation seems poised to drastically improve
I haven’t seen people going “oh, the 1.58bit quantisation was overh... | 2026-01-14T09:34:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qcj1lr/what_happened_to_158bit_llms/ | Sloppyjoeman | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcj1lr | false | null | t3_1qcj1lr | /r/LocalLLaMA/comments/1qcj1lr/what_happened_to_158bit_llms/ | false | false | self | 76 | null |
🚀 Announcing EROS — The Autonomous State-Derived Reward System (Released Under SBAAL v1.0) | 1 | [removed] | 2026-01-14T09:20:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qcitt2/announcing_eros_the_autonomous_statederived/ | ShadovvBeast | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcitt2 | false | null | t3_1qcitt2 | /r/LocalLLaMA/comments/1qcitt2/announcing_eros_the_autonomous_statederived/ | false | false | self | 1 | null |
Notes on time. | 0 | Three slides.
Time.
Dissipation.
Modular flow.
No definitions. | 2026-01-14T09:07:46 | https://www.reddit.com/gallery/1qcimhd | StarThinker2025 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qcimhd | false | null | t3_1qcimhd | /r/LocalLLaMA/comments/1qcimhd/notes_on_time/ | false | false | 0 | null | |
Pocket TTS: a 100M-parameter text-to-speech | 26 | 2026-01-14T08:51:14 | https://huggingface.co/kyutai/pocket-tts | paf1138 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qcid3l | false | null | t3_1qcid3l | /r/LocalLLaMA/comments/1qcid3l/pocket_tts_a_100mparameter_texttospeech/ | false | false | default | 26 | {'enabled': False, 'images': [{'id': '-wU8cKM1ybBFD4hDGC_AsWfo00bhoyCdexKDfL5kTEQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/-wU8cKM1ybBFD4hDGC_AsWfo00bhoyCdexKDfL5kTEQ.png?width=108&crop=smart&auto=webp&s=0c945c479fbfc02efe507dda5eea9fa7f3344900', 'width': 108}, {'height': 116, 'url': 'h... | |
Intel Arc Pro B60? (In Quad... 6x... 8x configuration) | 6 | Has anyone tried running multiples of Intel Arc Pro B60 with 24GB VRAM with larger models like MiniMax, maybe quants of GLM?
Would it be a good budget choice at \~$650 per GPU given that 3090 stock is very thin now and they go for much more with no warranty and most of the lifespan gone?
It's hard to find eBay listin... | 2026-01-14T08:04:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qchn6x/intel_arc_pro_b60_in_quad_6x_8x_configuration/ | Infinite100p | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qchn6x | false | null | t3_1qchn6x | /r/LocalLLaMA/comments/1qchn6x/intel_arc_pro_b60_in_quad_6x_8x_configuration/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': '0mZ7_HvOTkdLgtq4s_qT3vry9cE_RWRALKiuljZ3Fl8', 'resolutions': [{'height': 68, 'url': 'https://external-preview.redd.it/0mZ7_HvOTkdLgtq4s_qT3vry9cE_RWRALKiuljZ3Fl8.jpeg?width=108&crop=smart&auto=webp&s=8588e4fd64043093f314dc1485482e57d52f8b6b', 'width': 108}, {'height': 136, 'url': '... |
Diffing PDFs meaningfully | 1 | As per title. I come across scenarios where there are year-to-year versions of the same PDF (the difference could be 1 small edit in a slide, or 20 pages)
I usually use winmerge for plaintext but PDFs are finicky, what options are there? | 2026-01-14T07:28:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qch1h5/diffing_pdfs_meaningfully/ | MullingMulianto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qch1h5 | false | null | t3_1qch1h5 | /r/LocalLLaMA/comments/1qch1h5/diffing_pdfs_meaningfully/ | false | false | self | 1 | null |
PocketPal doesn't detect NPU and GPU on Snapdragon 8 Gen 5 | 3 | Device is OnePlus 15R 12/256 GB running OxygenOS 16.0.2 (Android 16)
Are there other free apps that support NPU for LLM? | 2026-01-14T07:18:42 | LdWilmore | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qcgw06 | false | null | t3_1qcgw06 | /r/LocalLLaMA/comments/1qcgw06/pocketpal_doesnt_detect_npu_and_gpu_on_snapdragon/ | false | false | 3 | {'enabled': True, 'images': [{'id': 'BDKfFIZoZwzZfuiUKLaP9nMbe8dbdRLcln69yaednP8', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/o0v1ctxrk9dg1.jpeg?width=108&crop=smart&auto=webp&s=c0447bf42d07e291fc0381baefd5b3ecd512c496', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/o0v1ctxrk9dg1.j... | ||
Unique 3.2M-word bilingual (DE-EN) literary erotica corpus available for AI training—teasers on Hugging Face | 78 | Hi r/LocalLLaMA,
As an independent author, I've created a large original bilingual erotic fiction corpus (German originals + expanded English adaptations) that's well-suited for training or fine-tuning creative/uncensored models. Highlights:
* \~3.2 million words across 500+ chapters
* Long-form, character-driven nar... | 2026-01-14T07:17:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qcgviy/unique_32mword_bilingual_deen_literary_erotica/ | kardinalzahl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcgviy | false | null | t3_1qcgviy | /r/LocalLLaMA/comments/1qcgviy/unique_32mword_bilingual_deen_literary_erotica/ | false | false | nsfw | 78 | {'enabled': False, 'images': [{'id': 'd9kfiBV0c0hx27vfrKwakP8bP2DuwI7VvnUZEMkSpaI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/d9kfiBV0c0hx27vfrKwakP8bP2DuwI7VvnUZEMkSpaI.png?width=108&crop=smart&auto=webp&s=26036914ae69aa65f49c0596a74de9842d0e67df', 'width': 108}, {'height': 116, 'url': 'h... |
Minimal LLM memory retrieval | 2 | I’ve been experimenting with a small lab project for local LLM usage to better understand context injection, memory, and retrieval.
The idea is intentionally simple:
Every user request generates a compact, one line summary of the reply that is appended to a plain text memory file.
Memory lines are retrieved semantical... | 2026-01-14T07:03:30 | https://www.reddit.com/r/LocalLLaMA/comments/1qcgmxk/minimal_llm_memory_retrieval/ | Text-Sufficient | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcgmxk | false | null | t3_1qcgmxk | /r/LocalLLaMA/comments/1qcgmxk/minimal_llm_memory_retrieval/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'AAtUZvcVs90Ge4l9d17XjuEaaglpkh-BqZ3uzMJnnzc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/AAtUZvcVs90Ge4l9d17XjuEaaglpkh-BqZ3uzMJnnzc.png?width=108&crop=smart&auto=webp&s=e2387c223ec7753c46effcf01b94faf42d16ed51', 'width': 108}, {'height': 108, 'url': 'h... |
"Computer Use" agents are smart, but they don't know your computer. (So I built a tool to show them) | 14 | I’ve been testing Computer Use models for local automation, and I keep hitting the same wall: **Context Blindness.**
The models are smart, but they don't know my specific environment. They try to solve problems the "generic" way, which usually breaks things.
**2 real examples where my agent failed:**
1. **The Termin... | 2026-01-14T06:23:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qcfxk0/computer_use_agents_are_smart_but_they_dont_know/ | slow-fast-person | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcfxk0 | false | null | t3_1qcfxk0 | /r/LocalLLaMA/comments/1qcfxk0/computer_use_agents_are_smart_but_they_dont_know/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'qIrdq3MvUpKTtIe8G25iqCGUHMCqT-LTGljwH7lXFDo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/qIrdq3MvUpKTtIe8G25iqCGUHMCqT-LTGljwH7lXFDo.png?width=108&crop=smart&auto=webp&s=58115dab855908484ed9f7a5057b40efdfbf368e', 'width': 108}, {'height': 108, 'url': 'h... |
Noob question: imatrix, yes or not? | 16 | Does it make sense to use imatrix for specialized models (i.e. RP, coding, medical models) or would regular/static ggufs be a better choice for these?
In the past I've been told imatrix affected things like thinking and story-writing, so I was wondering if actually hurts specialized models.
Thanks in advance! | 2026-01-14T06:17:00 | https://www.reddit.com/r/LocalLLaMA/comments/1qcfto0/noob_question_imatrix_yes_or_not/ | TheGlobinKing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcfto0 | false | null | t3_1qcfto0 | /r/LocalLLaMA/comments/1qcfto0/noob_question_imatrix_yes_or_not/ | false | false | self | 16 | null |
Bounding box coordinates of objects in settelite imagery using Qwen3-vl:30b | 1 | [removed] | 2026-01-14T06:13:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qcfr1x/bounding_box_coordinates_of_objects_in_settelite/ | SheepherderExact2366 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcfr1x | false | null | t3_1qcfr1x | /r/LocalLLaMA/comments/1qcfr1x/bounding_box_coordinates_of_objects_in_settelite/ | false | false | self | 1 | null |
EXAONE MoE support has been merged into llama.cpp | 52 | # K-EXAONE-236B-A23B
# [](https://huggingface.co/LGAI-EXAONE/K-EXAONE-236B-A23B#introduction)
# Introduction
We introduce **K-EXAONE**, a large-scale multilingual language model developed by LG AI Research. Built using a Mixture-of-Experts architecture, K-EXAONE features **236 billion total** parameters, with **23 b... | 2026-01-14T05:55:19 | https://github.com/ggml-org/llama.cpp/pull/18543 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qcff41 | false | null | t3_1qcff41 | /r/LocalLLaMA/comments/1qcff41/exaone_moe_support_has_been_merged_into_llamacpp/ | false | false | default | 52 | {'enabled': False, 'images': [{'id': 'zj2pPBSKKE7hlpLBhVdaJfKDygb15HG1H-ApMccLwl8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zj2pPBSKKE7hlpLBhVdaJfKDygb15HG1H-ApMccLwl8.png?width=108&crop=smart&auto=webp&s=ba1adf86251c1c740e3b5a4bb8a3766dfff518af', 'width': 108}, {'height': 108, 'url': 'h... |
What's the fuzz about Kimi K2 thinking? | 0 | So, I tried it. Specifically IQ1\_M quant, following [these instructions](https://unsloth.ai/docs/models/kimi-k2-thinking-how-to-run-locally#kimi-k2-thinking-guide), using llama.cpp. It overthinks no matter what options or prompts I try. Where Qwen3 and GLM 4.7 take 1.6K-4K tokens to generate my test case (simple bounc... | 2026-01-14T05:07:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qcejkv/whats_the_fuzz_about_kimi_k2_thinking/ | Clear_Lead4099 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcejkv | false | null | t3_1qcejkv | /r/LocalLLaMA/comments/1qcejkv/whats_the_fuzz_about_kimi_k2_thinking/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'ksRJC2bKGwjrMfOqsioi-B4oIm5QWQUM7Vf03KwieGM', 'resolutions': [{'height': 53, 'url': 'https://external-preview.redd.it/ksRJC2bKGwjrMfOqsioi-B4oIm5QWQUM7Vf03KwieGM.jpeg?width=108&crop=smart&auto=webp&s=6fa9ec0bda4ae81d05efe9ff0a296be82987e912', 'width': 108}, {'height': 106, 'url': '... |
Shadows-Gemma-3-1B: cold start reasoning from topk20 logprob distillation | 27 |
[Shadows-Gemma-1B](https://huggingface.co/Echo9Zulu/Shadows-Gemma-3-1B) was trained for the google tunix hackathon and is my first finetuning project. Trained on 1569 samples in ~10 minutes on TPUv5-8e, and around 20min on A40, Shadows-Gemma is a general reasoning model trained without RL, code or math data distilled ... | 2026-01-14T04:04:00 | https://www.reddit.com/r/LocalLLaMA/comments/1qcd9m1/shadowsgemma31b_cold_start_reasoning_from_topk20/ | Echo9Zulu- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcd9m1 | false | null | t3_1qcd9m1 | /r/LocalLLaMA/comments/1qcd9m1/shadowsgemma31b_cold_start_reasoning_from_topk20/ | false | false | self | 27 | {'enabled': False, 'images': [{'id': 'hQGged5Xu9fR-gFbXlBkTaRbZFLdL1-IMyr7hN2Sg9g', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/hQGged5Xu9fR-gFbXlBkTaRbZFLdL1-IMyr7hN2Sg9g.png?width=108&crop=smart&auto=webp&s=d57ccedcef1b7d7b0f2bb6a8cb242553b1da9c98', 'width': 108}, {'height': 116, 'url': 'h... |
Using local VLMs for OCR to feed into an NLP categorization pipeline - looking for beta testers (Loggr) | 2 | Building a health journaling app (Loggr) that runs entirely local on Apple Silicon. The core is a custom NLP pipeline that extracts structured health data from free-form text - food, exercise, supplements, sleep, etc. No LLM in the loop for extraction, sub-100ms latency, works on an air-gapped device.
Currently adding... | 2026-01-14T04:02:53 | https://www.reddit.com/r/LocalLLaMA/comments/1qcd8sw/using_local_vlms_for_ocr_to_feed_into_an_nlp/ | Mescallan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcd8sw | false | null | t3_1qcd8sw | /r/LocalLLaMA/comments/1qcd8sw/using_local_vlms_for_ocr_to_feed_into_an_nlp/ | false | false | self | 2 | null |
Loggr Beta testers wanted: scanning old handwritten journals into searchable health data | 1 | Building a health journaling app (Loggr) that runs entirely local on Apple Silicon. The core is a custom NLP pipeline that extracts structured lifestyle data from free-form text - food, exercise, supplements, sleep, etc. No LLM in the loop for extraction, sub-100ms latency.
Currently adding a feature to scan handwritt... | 2026-01-14T04:00:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qcd6z5/loggr_beta_testers_wanted_scanning_old/ | Mescallan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcd6z5 | false | null | t3_1qcd6z5 | /r/LocalLLaMA/comments/1qcd6z5/loggr_beta_testers_wanted_scanning_old/ | false | false | self | 1 | null |
For RAG serving: how do you balance GPU-accelerated index builds with cheap, scalable retrieval at query time? | 2 | In RAG-style vector retrieval, I keep running into the same tradeoff: building high-quality graph indexes (HNSW/NSW-like) can be very compute-heavy, while query-time retrieval needs to scale cheaply with bursty traffic and decent tail latency.
GPUs can speed up index/graph construction a lot, but keeping GPUs around ... | 2026-01-14T03:56:53 | https://www.reddit.com/r/LocalLLaMA/comments/1qcd48i/for_rag_serving_how_do_you_balance_gpuaccelerated/ | IllGrass1037 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcd48i | false | null | t3_1qcd48i | /r/LocalLLaMA/comments/1qcd48i/for_rag_serving_how_do_you_balance_gpuaccelerated/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '-kJYNtkMxFG7yxLj34KN0ir3jR3pm0SmVkmbat3uUjw', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/-kJYNtkMxFG7yxLj34KN0ir3jR3pm0SmVkmbat3uUjw.png?width=108&crop=smart&auto=webp&s=158fcd61955ed3f82f8bdccf6dcfca497a8fb0fb', 'width': 108}, {'height': 112, 'url': 'h... |
Best model for roleplay service? | 0 | Hey all! I’m building a companion chat service for native‑level speaking of my country since i havent seen it much here yet, with a fine‑tuned regional voice, roleplay capability, and optional NSFW mode. I’m looking for model suggestions that are strong at: (1) roleplay/character consistency, (2) safe optional NSFW han... | 2026-01-14T03:56:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qcd3sn/best_model_for_roleplay_service/ | Alcacholaruz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcd3sn | false | null | t3_1qcd3sn | /r/LocalLLaMA/comments/1qcd3sn/best_model_for_roleplay_service/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'X4QSJWWVTVGQSf7Kjxz4vC86H71FBD-NCqMssC0D9h4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/X4QSJWWVTVGQSf7Kjxz4vC86H71FBD-NCqMssC0D9h4.png?width=108&crop=smart&auto=webp&s=31d18ce28fa60855908c80d766b94ecb773136ba', 'width': 108}, {'height': 116, 'url': 'h... |
Should I upgrade RTX 4070 SUPER? | 2 | I've updated my gear in early 2025: AMD Ryzen 7 9700X, 32GB RAM, GeForce RTX 4070 SUPER, at that time, I was already worried that nvidia only provided 12GB.
now that I'm entering the local llm world, I am upset that I can't run the bigger models. For example, I can't run the ocr ones, like olmocr and deepseek-ocr.... | 2026-01-14T03:13:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qcc7ft/should_i_upgrade_rtx_4070_super/ | issamu2k | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcc7ft | false | null | t3_1qcc7ft | /r/LocalLLaMA/comments/1qcc7ft/should_i_upgrade_rtx_4070_super/ | false | false | self | 2 | null |
Two ASRock Radeon AI Pro R9700's cooking in CachyOS. | 11 | Run alone, it reads them hitting 3.3GHz sometimes. I use Vulkan because ROCm seems intermittently unstable. I'm running one agent on each card, mostly Qwen3-vl-30b-a3b Q5 quants (decent performance:context window trade-off), Devstral2-24b, Qwen3-coder, and sometimes Nemotron for simple tasks, but Nemotron has been unim... | 2026-01-14T03:08:30 | -philosopath- | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qcc3dg | false | null | t3_1qcc3dg | /r/LocalLLaMA/comments/1qcc3dg/two_asrock_radeon_ai_pro_r9700s_cooking_in_cachyos/ | false | false | default | 11 | {'enabled': True, 'images': [{'id': 'j6k5y1je58dg1', 'resolutions': [{'height': 107, 'url': 'https://preview.redd.it/j6k5y1je58dg1.png?width=108&crop=smart&auto=webp&s=4083a48c4e7c75e27cacc70aa609380c6c8893a4', 'width': 108}, {'height': 214, 'url': 'https://preview.redd.it/j6k5y1je58dg1.png?width=216&crop=smart&auto=we... | |
GLM-Image just dropped — an open multimodal model from Zai Org (language + vision). | 15 | Zai Org released GLM-Image, extending the GLM family with native image understanding and cross-modal reasoning. It’s not just captioning — the model is built to reason over visual inputs and text together.
Why it’s interesting:
• Unified vision + language model
• Designed for VQA, image understanding, and multimod... | 2026-01-14T02:51:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qcbq2n/glmimage_just_dropped_an_open_multimodal_model/ | InternationalToe2678 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcbq2n | false | null | t3_1qcbq2n | /r/LocalLLaMA/comments/1qcbq2n/glmimage_just_dropped_an_open_multimodal_model/ | false | false | self | 15 | null |
Is there any way to estimate tokens per second given VRAM and such? The calculators don’t have every model. | 0 | For example if I find GiggleBox-Super-Cool-Mega-SLOP-XL-24B.Q3629272\_K-x-ULTRA-super-DPO-LX-MegasXLR-Voldemort-GodU-Homelander-XFiles-Hopped-Into-A-Coffee-Shop.gguf and I know I have 24GB VRAM is there a way I can estimate the T/s I’ll get running it? | 2026-01-14T02:44:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qcbkkg/is_there_any_way_to_estimate_tokens_per_second/ | Borkato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcbkkg | false | null | t3_1qcbkkg | /r/LocalLLaMA/comments/1qcbkkg/is_there_any_way_to_estimate_tokens_per_second/ | false | false | self | 0 | null |
Free local tool for preparing PDFs and CSVs into JSON / TXT for LLaMA workflows | 1 | [removed] | 2026-01-14T02:38:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qcbfb1/free_local_tool_for_preparing_pdfs_and_csvs_into/ | Mythline_Studio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcbfb1 | false | null | t3_1qcbfb1 | /r/LocalLLaMA/comments/1qcbfb1/free_local_tool_for_preparing_pdfs_and_csvs_into/ | false | false | self | 1 | null |
Tired of Claude's pricing? I built a CLI wrapper that lets you switch to cheaper providers with one command | 4 | Hey r/LocalLLaMA,
Like many of you, I got tired of Claude's API pricing eating into my dev budget. So I built something simple: \*\*ClaudeGate\*\* - a CLI wrapper that lets you use Claude Code with cheaper API providers.
\*\*The Problem:\*\*
Claude is amazing, but Anthropic's pricing adds up fast. Many of us a... | 2026-01-14T02:27:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qcb6cr/tired_of_claudes_pricing_i_built_a_cli_wrapper/ | Euphoric_Paint4055 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcb6cr | false | null | t3_1qcb6cr | /r/LocalLLaMA/comments/1qcb6cr/tired_of_claudes_pricing_i_built_a_cli_wrapper/ | false | false | self | 4 | null |
Frustrated with cloud GPU pricing, so I built something - looking for feedback | 0 | **TL;DR:** Built a serverless GPU platform called SeqPU. 15% cheaper than Runpod, pay per second, no idle costs. Free credits on signup, DM me for extra if you want to really test it. [SeqPU.com](http://SeqPU.com)
**Why I built this**
I was burning money on cloud GPUs just to experiment with different models and fine... | 2026-01-14T02:25:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qcb4vl/frustrated_with_cloud_gpu_pricing_so_i_built/ | Impressive-Law2516 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcb4vl | false | null | t3_1qcb4vl | /r/LocalLLaMA/comments/1qcb4vl/frustrated_with_cloud_gpu_pricing_so_i_built/ | false | false | self | 0 | null |
My friend bought the Nvidia Spark and asked me to set it up for him... | 0 | Hey all, looking for advice here. I have a close friend that bought the Nvidia DGX Spark machine. He also has multiple businesses and is super into AI. On top of that, he loves all things Nvidia and has the capital to blow money on the Spark without much thought of what to do with it.
He's asked me if I can figure ou... | 2026-01-14T01:53:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qcaf86/my_friend_bought_the_nvidia_spark_and_asked_me_to/ | Jonny_Boy_808 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qcaf86 | false | null | t3_1qcaf86 | /r/LocalLLaMA/comments/1qcaf86/my_friend_bought_the_nvidia_spark_and_asked_me_to/ | false | false | self | 0 | null |
Introducing GLM-Image | 111 | Introducing GLM-Image: A new milestone in open-source image generation.
GLM-Image uses a hybrid auto-regressive plus diffusion architecture, combining strong global semantic understanding with high fidelity visual detail. It matches mainstream diffusion models in overall quality while excelling at text rendering and k... | 2026-01-14T01:25:35 | ResearchCrafty1804 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qc9sw2 | false | null | t3_1qc9sw2 | /r/LocalLLaMA/comments/1qc9sw2/introducing_glmimage/ | false | false | default | 111 | {'enabled': True, 'images': [{'id': '70ypvyc5w7dg1', 'resolutions': [{'height': 54, 'url': 'https://preview.redd.it/70ypvyc5w7dg1.jpeg?width=108&crop=smart&auto=webp&s=be9a4f33c97a308eb313c76cc361ed27ac5fb7fa', 'width': 108}, {'height': 108, 'url': 'https://preview.redd.it/70ypvyc5w7dg1.jpeg?width=216&crop=smart&auto=w... | |
GLM-Image is released! | 578 | GLM-Image is an image generation model adopts a hybrid autoregressive + diffusion decoder architecture. In general image generation quality, GLM‑Image aligns with mainstream latent diffusion approaches, but it shows significant advantages in text-rendering and knowledge‑intensive generation scenarios. It performs espec... | 2026-01-14T01:17:16 | https://huggingface.co/zai-org/GLM-Image | foldl-li | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qc9m6x | false | null | t3_1qc9m6x | /r/LocalLLaMA/comments/1qc9m6x/glmimage_is_released/ | false | false | 578 | {'enabled': False, 'images': [{'id': 'Ei4JzvCHJGNODl-Xo97JEKHuZJZU81UlEy5iyXWioSw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Ei4JzvCHJGNODl-Xo97JEKHuZJZU81UlEy5iyXWioSw.png?width=108&crop=smart&auto=webp&s=da7129c68aadb2bd163b5306c69e4bc164d03be3', 'width': 108}, {'height': 116, 'url': 'h... | |
Can i get a tlder on whats so great about gpt-oss? | 0 | I apologize for actively being too lazy to research, but i was looking up what was good to run on my 16gb card (96gb ram) and the common answer was gpt-oss, specifically the 20b.
i understand its a moe which allows it to be so small and fast compared to other models of the same size, but whats so significant about it ... | 2026-01-14T01:12:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qc9i28/can_i_get_a_tlder_on_whats_so_great_about_gptoss/ | IZA_does_the_art | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc9i28 | false | null | t3_1qc9i28 | /r/LocalLLaMA/comments/1qc9i28/can_i_get_a_tlder_on_whats_so_great_about_gptoss/ | false | false | self | 0 | null |
Hey Local LLM. Who will win the NFL divisional playoff this weekend? | 0 |
Here's my small setup. Was able to give internet access to my local LLM.
AMD 9900x 5080 32mb DDR5 (MSI found at Costco)
Windows 11 WSL: Docker, Traefik, Wireguard, Ministral 3 14b reasoning 2512, Kokoro TTS, Nvidia Parakeet v3, LLAVA 7b tunneled to my VPS server.
cherta@racknerd-e983f61:\~/projects/jamba$ doc... | 2026-01-14T00:51:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qc90jb/hey_local_llm_who_will_win_the_nfl_divisional/ | Fabulous_Fact_606 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc90jb | false | null | t3_1qc90jb | /r/LocalLLaMA/comments/1qc90jb/hey_local_llm_who_will_win_the_nfl_divisional/ | false | false | self | 0 | null |
Free tool to parse & chunk your AI conversation exports (ChatGPT, Claude, Grok) | 1 | [removed] | 2026-01-14T00:45:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qc8vgm/free_tool_to_parse_chunk_your_ai_conversation/ | CoDy-28601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc8vgm | false | null | t3_1qc8vgm | /r/LocalLLaMA/comments/1qc8vgm/free_tool_to_parse_chunk_your_ai_conversation/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'Iw5js3u-q1g8TVB6pQI8APkWMrvEvU8gMukudH4QT4U', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Iw5js3u-q1g8TVB6pQI8APkWMrvEvU8gMukudH4QT4U.png?width=108&crop=smart&auto=webp&s=d3163372322419180415d3131f0d1ffc303e92dc', 'width': 108}, {'height': 108, 'url': 'h... |
Anyone here tried Rerun (usererun.com)? How local is it really + battery impact? | 1 | [removed] | 2026-01-14T00:10:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qc820v/anyone_here_tried_rerun_usereruncom_how_local_is/ | clean-db | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc820v | false | null | t3_1qc820v | /r/LocalLLaMA/comments/1qc820v/anyone_here_tried_rerun_usereruncom_how_local_is/ | false | false | self | 1 | null |
Built an 8× RTX 3090 monster… considering nuking it for 2× Pro 6000 Max-Q | 41 | I’ve been running an 8× RTX 3090 box on an EPYC 7003 with an ASUS ROMED8-2T and 512 GB DDR4-3200.
The setup is not pretty. Lots of PCIe risers, I didn’t know about MCIO 8 months ago. The board has 7× x16 Gen4 slots, so for the 8th GPU I’m using an x8/x8 bifurcator plus a daisy-chained riser: motherboard to riser to bi... | 2026-01-14T00:09:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qc81si/built_an_8_rtx_3090_monster_considering_nuking_it/ | BeeNo7094 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc81si | false | null | t3_1qc81si | /r/LocalLLaMA/comments/1qc81si/built_an_8_rtx_3090_monster_considering_nuking_it/ | false | false | self | 41 | null |
An.. MCP… Commercial? | 10 | I’m still not sure if this is real or ai generated but first comment says it “unhinged”. Is this really an MCP commercial? | 2026-01-13T23:44:11 | https://youtu.be/Nejecji5XNQ | slurmernetes | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1qc7fhd | false | null | t3_1qc7fhd | /r/LocalLLaMA/comments/1qc7fhd/an_mcp_commercial/ | false | false | default | 10 | null |
NovaSR: A tiny 52kb audio upsampler that runs 3600x realtime. | 67 | I released NovaSR which is a very tiny 52kb audio upsampler that enhances muffled 16khz audio to produce clearer 48khz audio. It's incredibly small and really fast(can process 100 to 3600 seconds of audio in just 1 second on a single gpu).
Why is it useful?
1. It can enhance any TTS models quality. Most generate ... | 2026-01-13T23:33:38 | https://www.reddit.com/r/LocalLLaMA/comments/1qc76dc/novasr_a_tiny_52kb_audio_upsampler_that_runs/ | SplitNice1982 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc76dc | false | null | t3_1qc76dc | /r/LocalLLaMA/comments/1qc76dc/novasr_a_tiny_52kb_audio_upsampler_that_runs/ | false | false | self | 67 | {'enabled': False, 'images': [{'id': 'SXJA6mw48DKbWR0ypJ-bCoeNPKnGRyw-CFm5eOfn_Cc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SXJA6mw48DKbWR0ypJ-bCoeNPKnGRyw-CFm5eOfn_Cc.png?width=108&crop=smart&auto=webp&s=34cf0cfb10edf83cfc45e8c02222411ea1496aa1', 'width': 108}, {'height': 108, 'url': 'h... |
How to use AI locally to get ahead in a workplace that’s rolling out AI | 0 | So I just built my own Nvidia RTX 16 GB GPU powered system. Idea was to test and develop software, scripts etc locally and then see introducing improvements to the company I work for. Initially I planned to use my local system to extract data from our vast repository of pdf documents, and build processes around having... | 2026-01-13T23:03:46 | https://www.reddit.com/r/LocalLLaMA/comments/1qc6gbr/how_to_use_ai_locally_to_get_ahead_in_a_workplace/ | Prinzen2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc6gbr | false | null | t3_1qc6gbr | /r/LocalLLaMA/comments/1qc6gbr/how_to_use_ai_locally_to_get_ahead_in_a_workplace/ | false | false | self | 0 | null |
Any claude cowork qlternative worth checking? | 2 | I am not a dev, hence cowork really appeal to me | 2026-01-13T22:54:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qc687e/any_claude_cowork_qlternative_worth_checking/ | marsxyz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc687e | false | null | t3_1qc687e | /r/LocalLLaMA/comments/1qc687e/any_claude_cowork_qlternative_worth_checking/ | false | false | self | 2 | null |
Soprano TTS training code released: Create your own 2000x realtime on-device text-to-speech model with Soprano-Factory! | 304 | Hello everyone!
I’ve been listening to all your feedback on Soprano, and I’ve been working nonstop over these past three weeks to incorporate everything, so I have a TON of updates for you all!
For those of you who haven’t heard of Soprano before, it is an on-device text-to-speech model I designed to have highly na... | 2026-01-13T22:32:00 | https://v.redd.it/wnuwfpdqz6dg1 | eugenekwek | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qc5nml | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/wnuwfpdqz6dg1/DASHPlaylist.mpd?a=1770935544%2CYzZkNTIyNTFjMzdkNzdkNmZjNWM3MWEwOWFjMzNjYmM1YzNlN2UyMjc0MmU0NGIxYWZlMDZhN2MxZjhjNjQyZQ%3D%3D&v=1&f=sd', 'duration': 24, 'fallback_url': 'https://v.redd.it/wnuwfpdqz6dg1/CMAF_720.mp4?source=fallback', 'ha... | t3_1qc5nml | /r/LocalLLaMA/comments/1qc5nml/soprano_tts_training_code_released_create_your/ | false | false | 304 | {'enabled': False, 'images': [{'id': 'amZxajFtZXF6NmRnMQO5kEggYbW8-0IppaPjE5mW-pGiD_HSvWQwK_psM6yd', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/amZxajFtZXF6NmRnMQO5kEggYbW8-0IppaPjE5mW-pGiD_HSvWQwK_psM6yd.png?width=108&crop=smart&format=pjpg&auto=webp&s=8644ddd61dfb3f99480d25bba8043c0dbeeb4... | |
Llama Mycelium vs Llama Baseline 91% vs 52% Math500 L5 | 1 | Math Benchmark Feat: 91 % vs 52% with the same base model.
[https://github.com/bryceroche/mycelium](https://github.com/bryceroche/mycelium)
[https://drive.google.com/file/d/1Gn8Efk4F2GW1bT3qGlHmKV-V\_C6hIaLk/view](https://drive.google.com/file/d/1Gn8Efk4F2GW1bT3qGlHmKV-V_C6hIaLk/view) | 2026-01-13T22:31:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qc5mxo/llama_mycelium_vs_llama_baseline_91_vs_52_math500/ | Free_Preference_3340 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc5mxo | false | null | t3_1qc5mxo | /r/LocalLLaMA/comments/1qc5mxo/llama_mycelium_vs_llama_baseline_91_vs_52_math500/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'pTL-B8HSqq6gnT_hR2x7r4sJJ0VyAhZD8xRPncewa_s', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/pTL-B8HSqq6gnT_hR2x7r4sJJ0VyAhZD8xRPncewa_s.png?width=108&crop=smart&auto=webp&s=730cccfbc1842a89bf6a10e977982200f0e133c5', 'width': 108}, {'height': 108, 'url': 'h... |
I built a way to make infrastructure safe for AI | 0 | I built a platform that lets AI agents work on infrastructure by wrapping KVM/libvirt with a Go API.
Most AI tools stop at the codebase because giving an LLM root access to prod is crazy. [fluid.sh](http://fluid.sh) creates ephemeral sandboxes where agents can execute tasks like configuring firewalls, restarting se... | 2026-01-13T22:25:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qc5hg2/i_built_a_way_to_make_infrastructure_safe_for_ai/ | poltergeist-__- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc5hg2 | false | null | t3_1qc5hg2 | /r/LocalLLaMA/comments/1qc5hg2/i_built_a_way_to_make_infrastructure_safe_for_ai/ | false | false | self | 0 | null |
What happens when you load two models and let each model take a turn generating a token? | 9 | To really make sure there is no misunderstanding here it is played out:
I like eating hotdogs.
Model 1: I, eat, hot
Model2: like,ing, dogs.
This is a simulation to demonstrate the idea.
So why? And is it worth it?
The first thought that came my mind was clearly it will be slower… but I wondered if a few adjustme... | 2026-01-13T22:23:04 | https://www.reddit.com/r/LocalLLaMA/comments/1qc5f0q/what_happens_when_you_load_two_models_and_let/ | silenceimpaired | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc5f0q | false | null | t3_1qc5f0q | /r/LocalLLaMA/comments/1qc5f0q/what_happens_when_you_load_two_models_and_let/ | false | false | self | 9 | null |
Helps with memory compatibility. | 0 | I bought a Xeon X99 kit with a 2680v4 that came with a 16GB stick. I bought another 16GB stick.
Before it arrived, I bought two 32GB sticks.
See the attached photos.
I didn't check that the memories were different, the 16GB ones being 2Rx4 and the 32GB ones 4DRx4.
If I put all 4 in, the PC doesn't turn on.
If I pu... | 2026-01-13T22:21:31 | https://www.reddit.com/gallery/1qc5dmb | NullKalahar | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qc5dmb | false | null | t3_1qc5dmb | /r/LocalLLaMA/comments/1qc5dmb/helps_with_memory_compatibility/ | false | false | 0 | null | |
VibeVoice - first impresssion and discussion | 2 | I've been trying to find something that could read aloud something that I've written, so I can sanity-check my own work without having to get bleary-eyed. This seems to work well. Windows 10, RTX3090. My starting point:
**Install Recipe:** [How to Install VibeVoice TTS Locally - Jarods Journey](https://www.youtube.com... | 2026-01-13T22:17:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qc59e5/vibevoice_first_impresssion_and_discussion/ | LaughterOnWater | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc59e5 | false | null | t3_1qc59e5 | /r/LocalLLaMA/comments/1qc59e5/vibevoice_first_impresssion_and_discussion/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'KAQnZ5B4chsHlVu6kn0VdZKszG36ovkCI0on-PizTe4', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/KAQnZ5B4chsHlVu6kn0VdZKszG36ovkCI0on-PizTe4.jpeg?width=108&crop=smart&auto=webp&s=fc68e5e34389cae8bc7dc74e9083a9ffb18cc495', 'width': 108}, {'height': 162, 'url': '... |
Behind the Scenes: An Earlier Version of EIVES | 0 | Quick behind-the-scenes clip from an earlier EIVES build.
One of the first working iterations, before the latest upgrades to voice flow, memory, and conversation pacing.
Runs fully local (LLM + ASR + TTS), no cloud.
I’m sharing this because I want people to see something clearly:
This isn’t a concept, it’s a workin... | 2026-01-13T22:14:45 | https://v.redd.it/h0kc39box6dg1 | The-Build | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qc573g | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/h0kc39box6dg1/DASHPlaylist.mpd?a=1770934510%2CMTNmMjFmNmEyMWUxZGUyMDg1MGZlM2FiNmVlMjY3ZWE4MTM5MWVjYTBkY2E1MTkzYjcxYTA2NTAwNzZkN2U1MA%3D%3D&v=1&f=sd', 'duration': 59, 'fallback_url': 'https://v.redd.it/h0kc39box6dg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qc573g | /r/LocalLLaMA/comments/1qc573g/behind_the_scenes_an_earlier_version_of_eives/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'dWp2MGlkNTl4NmRnMXawKAMC5n6WPd-Ey7PrQEgO_7yfdqsCiD7rwYKeawAX', 'resolutions': [{'height': 129, 'url': 'https://external-preview.redd.it/dWp2MGlkNTl4NmRnMXawKAMC5n6WPd-Ey7PrQEgO_7yfdqsCiD7rwYKeawAX.png?width=108&crop=smart&format=pjpg&auto=webp&s=c5f46641025e1554b6c753ec2fbcb6e7f4f1... | |
MedGemma 1.5: Google Research announces latest Open Medical AI model | 1 | [deleted] | 2026-01-13T22:11:49 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qc54cg | false | null | t3_1qc54cg | /r/LocalLLaMA/comments/1qc54cg/medgemma_15_google_research_announces_latest_open/ | false | false | default | 1 | null | ||
MedGemma 1.5: Next generation medical image interpretation with medical speech to text with MedASR | 79 | 2026-01-13T22:11:12 | https://research.google/blog/next-generation-medical-image-interpretation-with-medgemma-15-and-medical-speech-to-text-with-medasr/ | CheekyBastard55 | research.google | 1970-01-01T00:00:00 | 0 | {} | 1qc53rf | false | null | t3_1qc53rf | /r/LocalLLaMA/comments/1qc53rf/medgemma_15_next_generation_medical_image/ | false | false | 79 | {'enabled': False, 'images': [{'id': 'Xfy8b5oz8xAgNpbj0L9Mmjzxactj5HdaKRFOmBPu0YE', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/Xfy8b5oz8xAgNpbj0L9Mmjzxactj5HdaKRFOmBPu0YE.jpeg?width=108&crop=smart&auto=webp&s=e85522ec0f6b9c59a8434a90d2ecebe8c2d71652', 'width': 108}, {'height': 113, 'url': '... | ||
Chinese Room | 2 | A web app I made to configure any 2 LLMs via an OpenRouter key to chat in a sandbox.
[https://chineseroom.org](https://chineseroom.org) | 2026-01-13T21:42:32 | https://www.reddit.com/r/LocalLLaMA/comments/1qc4bvm/chinese_room/ | ifiwereu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc4bvm | false | null | t3_1qc4bvm | /r/LocalLLaMA/comments/1qc4bvm/chinese_room/ | false | false | self | 2 | null |
Building a game where you talk to NPCs using Llama 3.1-8B-q4, optimized for 6GB VRAM | 18 | I’ve been working on an investigative indie game. The core mechanic isn't a dialogue tree. It’s a direct interface with local LLMs. My goal was to make a polished, atmospheric experience that runs entirely offline on mid-range consumer hardware.
The game runs a local **Llama-3.1-8B (Q4\_K\_M)** instance. I am using t... | 2026-01-13T21:38:36 | https://v.redd.it/rrveazsgq6dg1 | bayhan2000 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qc485u | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/rrveazsgq6dg1/DASHPlaylist.mpd?a=1770932334%2CZTA0NGZlNDViZjkyZGU5ZmRlNWE4OTFhMjJjNjQ2N2U3MTM2YTM2ZTk3YzcwNjEwMmVhZDU3NGIyODkyNjE1Ng%3D%3D&v=1&f=sd', 'duration': 9, 'fallback_url': 'https://v.redd.it/rrveazsgq6dg1/CMAF_1080.mp4?source=fallback', 'ha... | t3_1qc485u | /r/LocalLLaMA/comments/1qc485u/building_a_game_where_you_talk_to_npcs_using/ | false | false | 18 | {'enabled': False, 'images': [{'id': 'MjFraTE5dGdxNmRnMeC5Rm5xTPWPllbMPfh3CJD-5GSC-t7xIsMmhXMeJtjN', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/MjFraTE5dGdxNmRnMeC5Rm5xTPWPllbMPfh3CJD-5GSC-t7xIsMmhXMeJtjN.png?width=108&crop=smart&format=pjpg&auto=webp&s=983d66ed1f0f5a86f5ae93e386ba573537ecf... | |
I built an offline voice assistant that runs entirely locally — looking for 10 testers | 1 | [removed] | 2026-01-13T21:25:16 | https://www.reddit.com/r/LocalLLaMA/comments/1qc3utu/i_built_an_offline_voice_assistant_that_runs/ | The-Build | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc3utu | false | null | t3_1qc3utu | /r/LocalLLaMA/comments/1qc3utu/i_built_an_offline_voice_assistant_that_runs/ | false | false | self | 1 | null |
Google dropped MedGemma 1.5 4b - Model for medical tasks | 1 | [removed] | 2026-01-13T21:22:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qc3ryi/google_dropped_medgemma_15_4b_model_for_medical/ | Ok_Emergency_5577 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc3ryi | false | null | t3_1qc3ryi | /r/LocalLLaMA/comments/1qc3ryi/google_dropped_medgemma_15_4b_model_for_medical/ | false | false | self | 1 | null |
M.2 to 4x Pcie for extra GPU Power Question | 0 | Hello everyone my 3 Pcie slots 1 16x and 2 4x are now occupied with gpu and the 4th 3090 is arriving in 2 days but i have no more Pcie slots so i got a m.2 to 4x Pcie with a 4 pin power cable to sata, i read that this deliver only to 50w wich is too less and can risk melting or fire, so i searched more so i found the m... | 2026-01-13T21:21:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qc3r7x/m2_to_4x_pcie_for_extra_gpu_power_question/ | Far_Gur_3974 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc3r7x | false | null | t3_1qc3r7x | /r/LocalLLaMA/comments/1qc3r7x/m2_to_4x_pcie_for_extra_gpu_power_question/ | false | false | self | 0 | null |
Google dropped MedGemma 1.5 4b - LLM for medical tasks | 1 | [removed] | 2026-01-13T21:19:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qc3poh/google_dropped_medgemma_15_4b_llm_for_medical/ | Ok_Emergency_5577 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc3poh | false | null | t3_1qc3poh | /r/LocalLLaMA/comments/1qc3poh/google_dropped_medgemma_15_4b_llm_for_medical/ | false | false | self | 1 | null |
Google dropped MedGemma 1.5 4b - LLM for medical tasks | 1 | [removed] | 2026-01-13T21:17:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qc3ntx/google_dropped_medgemma_15_4b_llm_for_medical/ | Ok_Emergency_5577 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc3ntx | false | null | t3_1qc3ntx | /r/LocalLLaMA/comments/1qc3ntx/google_dropped_medgemma_15_4b_llm_for_medical/ | false | false | self | 1 | null |
How non-vision LLM handle image vision ? | 4 | Hey guys, thanks for all your valuable and very interesting posts on this sub.
It's my 1st post. I was wondering how do non-vision LLMs such as Deepseek v3.2 or GLM-4.7 handle images visions/understanding despite not being multimodal ?
Thank you for your help | 2026-01-13T20:57:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qc34r2/how_nonvision_llm_handle_image_vision/ | Individual-Source618 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc34r2 | false | null | t3_1qc34r2 | /r/LocalLLaMA/comments/1qc34r2/how_nonvision_llm_handle_image_vision/ | false | false | self | 4 | null |
a2e.ai | 1 | [removed] | 2026-01-13T20:55:43 | https://video.a2e.ai/?coupon=dtjM | OkBuy30 | video.a2e.ai | 1970-01-01T00:00:00 | 0 | {} | 1qc32pl | false | null | t3_1qc32pl | /r/LocalLLaMA/comments/1qc32pl/a2eai/ | false | false | default | 1 | null |
Seline V0.1.4 - Codex OAuth | 7 | Hi guys!
Still improving and rocking PRs and commits lately with it!
Feedback is much welcomed.
[https://github.com/tercumantanumut/seline](https://github.com/tercumantanumut/seline) | 2026-01-13T20:18:46 | https://v.redd.it/qk5zb315d6dg1 | Diligent-Builder7762 | /r/LocalLLaMA/comments/1qc23oc/seline_v014_codex_oauth/ | 1970-01-01T00:00:00 | 0 | {} | 1qc23oc | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/qk5zb315d6dg1/DASHPlaylist.mpd?a=1771061404%2CNTQ0Y2MyNDQ5NDI3YTcwNjhkODZjYjk4OTQ0MTEyMGE1MmUwOWRjOWMzYzIzNmQ1NjA4MjE3MzJiZjIzOTA1NA%3D%3D&v=1&f=sd', 'duration': 151, 'fallback_url': 'https://v.redd.it/qk5zb315d6dg1/CMAF_1080.mp4?source=fallback', '... | t3_1qc23oc | /r/LocalLLaMA/comments/1qc23oc/seline_v014_codex_oauth/ | false | false | 7 | {'enabled': False, 'images': [{'id': 'dzY1NnUyMjVkNmRnMUmSYbXnweP7RjR2NYMpOSLE5Z9tkRJZWPp5KiKGLBp5', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/dzY1NnUyMjVkNmRnMUmSYbXnweP7RjR2NYMpOSLE5Z9tkRJZWPp5KiKGLBp5.png?width=108&crop=smart&format=pjpg&auto=webp&s=293dee86805c7c3bf29517590a86f4e246db9... | |
RTX 6000 Pro (Blackwell) Wouldn’t POST on MSI Z790-P Pro [FIXED] | 15 | On Friday, I picked up an RTX6000, mobo, nvme, and ram. Recently, I replaced my 13600K in my desktop with a 14700K, and sent the 13600K back to Intel for warranty replacement due to the Vmin shift issue. Everyone knows what happens when you have spare parts, it turns into a whole new build...
I wanted to document this... | 2026-01-13T19:57:23 | https://www.reddit.com/gallery/1qc1isk | pfn0 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qc1isk | false | null | t3_1qc1isk | /r/LocalLLaMA/comments/1qc1isk/rtx_6000_pro_blackwell_wouldnt_post_on_msi_z790p/ | false | false | 15 | null | |
Fun and totally ridiculous video about MCP | 0 | We just put out a fun and totally ridiculous video about Agents and MCP. And yes, it's inspired by 90s workout videos. Thought you all might enjoy it. :)
Would love a share on social if you like it. | 2026-01-13T19:52:05 | https://youtu.be/Nejecji5XNQ | MostlyGreat | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1qc1dix | false | null | t3_1qc1dix | /r/LocalLLaMA/comments/1qc1dix/fun_and_totally_ridiculous_video_about_mcp/ | false | false | default | 0 | null |
Best local model / agent for coding, replacing Claude Code | 42 | I usually use Claude Code (Pro) for coding (Xcode / Swift etc). Are there any decent local agents / models which could be a replacement for it? I don't expect it to match the intelligence of Claude Code, but I quite like the terminal-based experience, and wonder if there's a system which nearly matches it. Just for w... | 2026-01-13T19:42:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qc14cz/best_local_model_agent_for_coding_replacing/ | joyfulsparrow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc14cz | false | null | t3_1qc14cz | /r/LocalLLaMA/comments/1qc14cz/best_local_model_agent_for_coding_replacing/ | false | false | self | 42 | null |
What actually breaks when AI agents move from demos into real production workflows | 0 | We have been building and evaluating agent-based systems in real production contexts, and one pattern keeps repeating.
The failures are rarely about model quality.
They tend to show up once workflows become multi-step and stateful: retries with side effects, partial execution, permission boundaries across tools, and ... | 2026-01-13T19:34:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qc0w13/what_actually_breaks_when_ai_agents_move_from/ | saurabhjain1592 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc0w13 | false | null | t3_1qc0w13 | /r/LocalLLaMA/comments/1qc0w13/what_actually_breaks_when_ai_agents_move_from/ | false | false | self | 0 | null |
When an LLM-powered agent demo finally works... | 11 | And then someone asks: “it works for more than one user, right?”
This kept happening to us while playing with agent setups on top of LLMs, so we made [a silly parody video](https://youtu.be/Nejecji5XNQ) about that exact confidence spike — very hypey, very unserious, no technical walkthrough at all.
Just a joke about ... | 2026-01-13T19:31:30 | Ok-Classic6022 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qc0t2r | false | null | t3_1qc0t2r | /r/LocalLLaMA/comments/1qc0t2r/when_an_llmpowered_agent_demo_finally_works/ | false | false | default | 11 | {'enabled': True, 'images': [{'id': 'r3miltdr46dg1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/r3miltdr46dg1.png?width=108&crop=smart&auto=webp&s=1c5adf0278ddbeb20b6e0847bc600a8113db4e33', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/r3miltdr46dg1.png?width=216&crop=smart&auto=we... | |
The Quantization Threshold: Why 4-bit Llama 3 405B still outperforms FP16 70B for multi-step reasoning. | 0 | There’s a lot of debate about quantization loss, but after running some logic benchmarks, I’m convinced that "Model Size > Precision."
We ran a series of LSAT-style logic puzzles. The 405B model (quantized to 4-bit) maintained a 15% higher accuracy on multi-step deduction compared to the 70B at full FP16. This essenti... | 2026-01-13T19:29:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qc0rg5/the_quantization_threshold_why_4bit_llama_3_405b/ | Foreign-Job-8717 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc0rg5 | false | null | t3_1qc0rg5 | /r/LocalLLaMA/comments/1qc0rg5/the_quantization_threshold_why_4bit_llama_3_405b/ | false | false | self | 0 | null |
In 2 months no new OCR model competing to Hunyuan OCR, and still sota being 1B and not useable in the EU.... ? | 0 | [https://www.youtube.com/watch?v=TOsLdlDwIZs](https://www.youtube.com/watch?v=TOsLdlDwIZs)
[https://www.youtube.com/watch?v=c6ZgQkMqR7s](https://www.youtube.com/watch?v=c6ZgQkMqR7s)
It's the best in class @ 1B parameters, whoever used it says it's incredible.... and it's not licensed in the EU due to our "nice"regu... | 2026-01-13T19:24:40 | https://www.reddit.com/r/LocalLLaMA/comments/1qc0m8n/in_2_months_no_new_ocr_model_competing_to_hunyuan/ | R_Duncan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qc0m8n | false | null | t3_1qc0m8n | /r/LocalLLaMA/comments/1qc0m8n/in_2_months_no_new_ocr_model_competing_to_hunyuan/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'khGrvB5h3rvWbmyQxxdruN5LjyBrcTjIVebqS57GTB8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/khGrvB5h3rvWbmyQxxdruN5LjyBrcTjIVebqS57GTB8.jpeg?width=108&crop=smart&auto=webp&s=d928ddc5177a9d131481c596ee54fdc6cd0384a0', 'width': 108}, {'height': 162, 'url': '... |
I've developed a hypothetical model and would love to hear your critique.The RI Model (Index Resonance) is a philosophical and mathematical framework describing the "source code" of the Universe. RI explains how data is processed "under the hood" of existence. Presenting the 9 Fundamental Laws: | 0 | 2026-01-13T19:04:05 | https://www.reddit.com/gallery/1qc01qp | Erikqamalyan16 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qc01qp | false | null | t3_1qc01qp | /r/LocalLLaMA/comments/1qc01qp/ive_developed_a_hypothetical_model_and_would_love/ | false | false | 0 | null | ||
Built "Kong in the Loop" - using Ollama to catch Claude's hallucinations for $0 | 1 | [removed] | 2026-01-13T18:46:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qbzjyr/built_kong_in_the_loop_using_ollama_to_catch/ | Legitimate-Koala-389 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbzjyr | false | null | t3_1qbzjyr | /r/LocalLLaMA/comments/1qbzjyr/built_kong_in_the_loop_using_ollama_to_catch/ | false | false | self | 1 | null |
Built "Kong in the Loop" - using Ollama to catch Claude's hallucinations for $0 | 1 | [removed] | 2026-01-13T18:42:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qbzfn2/built_kong_in_the_loop_using_ollama_to_catch/ | Legitimate-Koala-389 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbzfn2 | false | null | t3_1qbzfn2 | /r/LocalLLaMA/comments/1qbzfn2/built_kong_in_the_loop_using_ollama_to_catch/ | false | false | self | 1 | null |
Looking for ChatGPT-5.2-codex-like planning model in OpenCode | 1 | I'm using opencode with the oh-my-opencode plugin, and usually spend 2-5 hours planning before any code is actually written.
ChatGPT-5.2-codex has been brilliant for the specific purpose of planning -- it asks all the right questions, trusts my engineering knowledge, and seems to really keep to the exact specification... | 2026-01-13T18:38:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qbzc0o/looking_for_chatgpt52codexlike_planning_model_in/ | Hoak-em | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbzc0o | false | null | t3_1qbzc0o | /r/LocalLLaMA/comments/1qbzc0o/looking_for_chatgpt52codexlike_planning_model_in/ | false | false | self | 1 | null |
Owners, not renters: Mozilla's open source AI strategy | 88 | 2026-01-13T18:34:22 | https://blog.mozilla.org/en/mozilla/mozilla-open-source-ai-strategy/ | NelsonMinar | blog.mozilla.org | 1970-01-01T00:00:00 | 0 | {} | 1qbz7h6 | false | null | t3_1qbz7h6 | /r/LocalLLaMA/comments/1qbz7h6/owners_not_renters_mozillas_open_source_ai/ | false | false | default | 88 | {'enabled': False, 'images': [{'id': 'eBhDV53Bx2pdf58HHsmIDWpPzti_SmsXMDBh7hzdnLA', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/eBhDV53Bx2pdf58HHsmIDWpPzti_SmsXMDBh7hzdnLA.png?width=108&crop=smart&auto=webp&s=1347be04a24ea4cb6c83216fcd7940c060b8b8a6', 'width': 108}, {'height': 143, 'url': 'h... | |
What would you do with ONE Dell Pro Max GB10 (DGX Spark class box) in a Copilot heavy org? | 1 | Hi
My company bought me a Dell Pro Max with GB10 (DGX Spark class). We are a few hundred employees and we already use Microsoft Copilot a lot because we have M365 Enterprise. So I am trying to be realistic about what a single on prem GPU box is actually good for, instead of building a toy.
What I want is simple: a us... | 2026-01-13T17:54:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qby242/what_would_you_do_with_one_dell_pro_max_gb10_dgx/ | nofuture09 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qby242 | false | null | t3_1qby242 | /r/LocalLLaMA/comments/1qby242/what_would_you_do_with_one_dell_pro_max_gb10_dgx/ | false | false | self | 1 | null |
Thoughts on this AI computer? 80GB RAM for $1399 vs. DIY build. | 11 | I want to get a machine running to handle my daily personal and professional agent workflows and I spotted Tiiny AI PC from CES. They have an early bird price of 1399 bucks. Specs are 80GB LPDDR5X RAM & 1TB SSD storage. The price/RAM ratio seems better compared to things like the HP Z2 or DGX Spark. Also it's very smal... | 2026-01-13T17:41:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qbxppx/thoughts_on_this_ai_computer_80gb_ram_for_1399_vs/ | randomweeb9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbxppx | false | null | t3_1qbxppx | /r/LocalLLaMA/comments/1qbxppx/thoughts_on_this_ai_computer_80gb_ram_for_1399_vs/ | false | false | self | 11 | null |
Hmm? | 74 | 2026-01-13T17:17:38 | Altruistic_Heat_9531 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qbx0z3 | false | null | t3_1qbx0z3 | /r/LocalLLaMA/comments/1qbx0z3/hmm/ | false | false | 74 | {'enabled': True, 'images': [{'id': 'LspP7q-yNjLJFLCvDM1THrN5y2gSJmBF7_KveLRUmto', 'resolutions': [{'height': 175, 'url': 'https://preview.redd.it/j6odh0s0h5dg1.png?width=108&crop=smart&auto=webp&s=9898f3d9600f29afb8ad6ee377aba45f0c11e58c', 'width': 108}, {'height': 351, 'url': 'https://preview.redd.it/j6odh0s0h5dg1.pn... | |||
I’m offering free automation in exchange for a testimonial | 0 | Hi everyone!
I have experience building automations and working with businesses and agencies. I’ve already built a few automation systems for different brands.
I want to take this more seriously, so I’m offering to build a free MVP automation for you.
In return, I only ask for an honest testimonial if you’re happy with... | 2026-01-13T17:08:51 | https://www.reddit.com/r/LocalLLaMA/comments/1qbws0b/im_offering_free_automation_in_exchange_for_a/ | Due-Poem-7501 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbws0b | false | null | t3_1qbws0b | /r/LocalLLaMA/comments/1qbws0b/im_offering_free_automation_in_exchange_for_a/ | false | false | self | 0 | null |
System specs is right or not for Ollama qween 2.5 (3b) | 0 | So far till now I havent used any llm locally in my machine and i want to explore this, so I thought of installing Ollama qween 2.5 based model to my machine on linux with 3b paramater will this work on my machine properly?
specs:
ram: 12gb
ssd: 512gb | 2026-01-13T17:05:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qbwoxb/system_specs_is_right_or_not_for_ollama_qween_25/ | Jinkaza772 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbwoxb | false | null | t3_1qbwoxb | /r/LocalLLaMA/comments/1qbwoxb/system_specs_is_right_or_not_for_ollama_qween_25/ | false | false | self | 0 | null |
I've developed a hypothetical model and would love to hear your critique.The RI Model (Index Resonance) is a philosophical and mathematical framework describing the "source code" of the Universe. RI explains how data is processed "under the hood" of existence. Presenting the 9 Fundamental Laws: | 0 | stet atmet' that this is philosophy | 2026-01-13T17:05:15 | https://www.reddit.com/gallery/1qbwoft | erikqamalyan14 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qbwoft | false | null | t3_1qbwoft | /r/LocalLLaMA/comments/1qbwoft/ive_developed_a_hypothetical_model_and_would_love/ | false | false | 0 | null | |
Help: Create a fully autonomous browser agent? | 0 | What do you think? Is this possible?
\*AI slop below\*
Create a
**fully autonomous web crawler**
where your
**local LLM is the brain**
. The LLM "sees" web pages via text extraction, understands all links, decides which to follow, reads content, and keeps exploring until it finds sufficient in... | 2026-01-13T16:50:11 | https://www.reddit.com/r/LocalLLaMA/comments/1qbwi1x/help_create_a_fully_autonomous_browser_agent/ | Fabulous_Fact_606 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbwi1x | false | null | t3_1qbwi1x | /r/LocalLLaMA/comments/1qbwi1x/help_create_a_fully_autonomous_browser_agent/ | false | false | self | 0 | null |
I'm building a real-life BMO with a Raspberry Pi 5 (Mistral/OpenAI + YOLO11n) | 5 | https://reddit.com/link/1qbwa6p/video/mz3l26yka5dg1/player
GitHub Repo: [https://github.com/ivegotanheadache/BMO](https://github.com/ivegotanheadache/BMO)
Hi! A few months ago I posted about building a Voice Assistant on Raspberry Pi 5. Because of university, I couldn't update the project for a while, but now it’s al... | 2026-01-13T16:42:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qbwa6p/im_building_a_reallife_bmo_with_a_raspberry_pi_5/ | Strange-Dimension675 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbwa6p | false | null | t3_1qbwa6p | /r/LocalLLaMA/comments/1qbwa6p/im_building_a_reallife_bmo_with_a_raspberry_pi_5/ | false | false | 5 | {'enabled': False, 'images': [{'id': '15cip32FsxzJbAkbN7pLJbleZKMUqqLx3FNfLtbiLgI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/15cip32FsxzJbAkbN7pLJbleZKMUqqLx3FNfLtbiLgI.png?width=108&crop=smart&auto=webp&s=f61c63392b62a63942a2b3979086747d1e307d84', 'width': 108}, {'height': 108, 'url': 'h... | |
Apple/ Google deal | 0 | Is anyone else seeing the huge issue with Apple and Google's Siri deal. Apple (who's big thing has always been privacy) just gave all of your voice requests to a company that is built on sharing all of your data. Siri now lives on their servers. That's why local AI is becoming less of a nicety and needs to be more of a... | 2026-01-13T16:37:10 | https://www.reddit.com/r/LocalLLaMA/comments/1qbw52u/apple_google_deal/ | Brave-Ear-4429 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbw52u | false | null | t3_1qbw52u | /r/LocalLLaMA/comments/1qbw52u/apple_google_deal/ | false | false | self | 0 | null |
I'm building a real-life BMO with a Raspberry Pi 5 (Mistral/OpenAI + YOLO11n) | 1 | https://reddit.com/link/1qbw4wi/video/1altrf5d95dg1/player
* GitHub repo: [https://github.com/ivegotanheadache/BMO/](https://github.com/ivegotanheadache/BMO/)
Hi!A few months ago I posted about building a Voice Assistant on Raspberry Pi 5. Because of university, I couldn't update the project for a while, but now it’s... | 2026-01-13T16:36:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qbw4wi/im_building_a_reallife_bmo_with_a_raspberry_pi_5/ | Strange-Dimension675 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbw4wi | false | null | t3_1qbw4wi | /r/LocalLLaMA/comments/1qbw4wi/im_building_a_reallife_bmo_with_a_raspberry_pi_5/ | false | false | self | 1 | null |
My wishes for 2026 | 606 | Which do you think will happen first? And which won’t happen in 2026? | 2026-01-13T16:35:06 | jacek2023 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qbw325 | false | null | t3_1qbw325 | /r/LocalLLaMA/comments/1qbw325/my_wishes_for_2026/ | false | false | default | 606 | {'enabled': True, 'images': [{'id': '8knck5zv85dg1', 'resolutions': [{'height': 162, 'url': 'https://preview.redd.it/8knck5zv85dg1.png?width=108&crop=smart&auto=webp&s=12e163a7219c7e82329afe6373cb4fc8bf180992', 'width': 108}, {'height': 324, 'url': 'https://preview.redd.it/8knck5zv85dg1.png?width=216&crop=smart&auto=we... | |
Thoughts sharing | 1 | I was thinking even after using llm it's not like development is 10x yeah certainly it's faster now if you know debugging and syntax you can do fast reading and even if you are doing vibe coding complete you need to have some basic knowledge like database applications tech stack which we are going to used and on the ba... | 2026-01-13T16:23:46 | https://www.reddit.com/r/LocalLLaMA/comments/1qbvroi/thoughts_sharing/ | Ok_Horror_8567 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbvroi | false | null | t3_1qbvroi | /r/LocalLLaMA/comments/1qbvroi/thoughts_sharing/ | false | false | self | 1 | null |
Open-source JAX library for coupled oscillator networks and dynamical systems analysis | 6 | I just released OscNet - a framework for building neural networks based on oscillatory dynamics.
Focus is on classical dynamical systems (Kuramoto, FitzHugh-Nagumo, Stuart-Landau) as computational primitives, with tools for:
\- Stability and bifurcation analysis
\- Floquet multipliers
\- Edge-of-chaos detection ... | 2026-01-13T15:50:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qbuuxp/opensource_jax_library_for_coupled_oscillator/ | samim23 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbuuxp | false | null | t3_1qbuuxp | /r/LocalLLaMA/comments/1qbuuxp/opensource_jax_library_for_coupled_oscillator/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'rijCiQxgNGUhMBS7_njiv9AfVt2s0vifNo6feA4BXeQ', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/rijCiQxgNGUhMBS7_njiv9AfVt2s0vifNo6feA4BXeQ.jpeg?width=108&crop=smart&auto=webp&s=41fa71db820779e42bcba110d2b379bebff9338d', 'width': 108}, {'height': 216, 'url': ... |
Best OCR for making an epub out of photographs of book pages? | 0 | I am looking to digitize a book that I own for personal use. **What OCR model will have the best results for turning photographs of book pages into an epub?** I have a 3090 and 96gb ram to use. | 2026-01-13T15:36:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qbuhvn/best_ocr_for_making_an_epub_out_of_photographs_of/ | GotHereLateNameTaken | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbuhvn | false | null | t3_1qbuhvn | /r/LocalLLaMA/comments/1qbuhvn/best_ocr_for_making_an_epub_out_of_photographs_of/ | false | false | self | 0 | null |
LFM 2.5 1.2b IS FAST | 38 | So recently seen the 1.4gb model by Liquid and decided to give it ago, that size could run on a pi, maybe not fast but its small enough. For context, I ran this on my desktop in LMStudio on a 5090, 192gb and gave it a question of "What Can you Do" here was the output:
https://preview.redd.it/5y7lb7a0w4dg1.png?width=9... | 2026-01-13T15:31:07 | https://www.reddit.com/r/LocalLLaMA/comments/1qbuchh/lfm_25_12b_is_fast/ | TheyCallMeDozer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbuchh | false | null | t3_1qbuchh | /r/LocalLLaMA/comments/1qbuchh/lfm_25_12b_is_fast/ | false | false | 38 | null | |
Text summaries | 1 | What LLMs are good for text summaries at the moment?
Are there any good frameworks or github repos in this area?
Are there good techniques beyond hierarchical summary-of-summary or grounded-summarisation? | 2026-01-13T15:14:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qbtwp8/text_summaries/ | SlowFail2433 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbtwp8 | false | null | t3_1qbtwp8 | /r/LocalLLaMA/comments/1qbtwp8/text_summaries/ | false | false | self | 1 | null |
Local LLM setup for education. | 1 | [removed] | 2026-01-13T15:14:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qbtwn9/local_llm_setup_for_education/ | Asillatem | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbtwn9 | false | null | t3_1qbtwn9 | /r/LocalLLaMA/comments/1qbtwn9/local_llm_setup_for_education/ | false | false | self | 1 | null |
There's more than Python - we need more trained models and Benchmarks for Typescript and other major languages | 0 | Sorry, I'm emotional right now. More and more models are now released in less and less time. They all seem to be amazing at first glance and looking at the benchmarks, but - COME ON, it seems they're all trained mainly on Python, benchmaxxed for benchmarks based on Python. Like, Python is the only major "coding" langua... | 2026-01-13T15:09:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qbts5v/theres_more_than_python_we_need_more_trained/ | Firm_Meeting6350 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbts5v | false | null | t3_1qbts5v | /r/LocalLLaMA/comments/1qbts5v/theres_more_than_python_we_need_more_trained/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '_gunGj1o6zzPuwsqsG4KwbYyvQgC9BEsm87qzZRcr2k', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_gunGj1o6zzPuwsqsG4KwbYyvQgC9BEsm87qzZRcr2k.png?width=108&crop=smart&auto=webp&s=57c06ef49648131d674bfe0f915a06d0fadba55a', 'width': 108}, {'height': 116, 'url': 'h... |
[CPU] I'm looking for the best model for a CPU. | 7 | Hello.
Basically, I have a problem :D
I work for a company that potentially wants AI (we'll see if it's realistic). I asked for an AMD Halo Strix machine, but the company prefers to save money (because it does). Instead, I got a server with two 10-core processors (20 threads) – a total of 40 threads and over 700GB of... | 2026-01-13T15:03:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qbtn6j/cpu_im_looking_for_the_best_model_for_a_cpu/ | lordfervi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbtn6j | false | null | t3_1qbtn6j | /r/LocalLLaMA/comments/1qbtn6j/cpu_im_looking_for_the_best_model_for_a_cpu/ | false | false | self | 7 | null |
I've developed a hypothetical model and would love to hear your critique.The RI Model (Index Resonance) is a philosophical and mathematical framework describing the "source code" of the Universe. RI explains how data is processed "under the hood" of existence. Presenting the 9 Fundamental Laws: | 0 | stet atmet' that this is philosophy | 2026-01-13T14:56:20 | https://www.reddit.com/gallery/1qbtfxc | Erikqamalyan3 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qbtfxc | false | null | t3_1qbtfxc | /r/LocalLLaMA/comments/1qbtfxc/ive_developed_a_hypothetical_model_and_would_love/ | false | false | 0 | null | |
Local server | 0 | I set up local server on linux, but was not able to access it from mac on same network. So far i have tried jan ai and lm studio, both didnt work. On the other hand i tried oobabooga and it was so simple, just download it, open it with —-listen. And i was able to access the server from mac. Any other app similar to oob... | 2026-01-13T14:38:38 | https://www.reddit.com/r/LocalLLaMA/comments/1qbt02q/local_server/ | pravbk100 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbt02q | false | null | t3_1qbt02q | /r/LocalLLaMA/comments/1qbt02q/local_server/ | false | false | self | 0 | null |
Extracting technical docs with mixed content - what's working for you? | 3 | Probably asked multiple times with somewhat similar cases, but I have a little bit of complicated scenario here:
I have a couple hundred technical training documents, mostly pdf but also presentations or word etc.
Only text based ones are easy to convert into markdown but the ones in hybrid format like text+screensho... | 2026-01-13T14:32:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qbsukp/extracting_technical_docs_with_mixed_content/ | missing-in-idleness | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbsukp | false | null | t3_1qbsukp | /r/LocalLLaMA/comments/1qbsukp/extracting_technical_docs_with_mixed_content/ | false | false | self | 3 | null |
I've developed a hypothetical model and would love to hear your critique.The RI Model (Index Resonance) is a philosophical and mathematical framework describing the "source code" of the Universe. RI explains how data is processed "under the hood" of existence. Presenting the 9 Fundamental Laws: | 0 | stet atmet' that this is philosophy | 2026-01-13T14:30:05 | https://www.reddit.com/gallery/1qbssl0 | Erikqamalyan12 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qbssl0 | false | null | t3_1qbssl0 | /r/LocalLLaMA/comments/1qbssl0/ive_developed_a_hypothetical_model_and_would_love/ | false | false | 0 | null | |
I've developed a hypothetical model and would love to hear your critique.The RI Model (Index Resonance) is a philosophical and mathematical framework describing the "source code" of the Universe. RI explains how data is processed "under the hood" of existence. Presenting the 9 Fundamental Laws: | 1 | stet atmet' that this is philosophy | 2026-01-13T14:28:37 | https://www.reddit.com/gallery/1qbsr8a | Erikqamalyan12 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qbsr8a | false | null | t3_1qbsr8a | /r/LocalLLaMA/comments/1qbsr8a/ive_developed_a_hypothetical_model_and_would_love/ | false | false | 1 | null | |
Fashion Virtual Try-On Workflow | 1 | [removed] | 2026-01-13T14:28:20 | horizon_echo | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qbsqzp | false | null | t3_1qbsqzp | /r/LocalLLaMA/comments/1qbsqzp/fashion_virtual_tryon_workflow/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'w8gr7a8tm4dg1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/w8gr7a8tm4dg1.jpeg?width=108&crop=smart&auto=webp&s=959540e3f9a9f6918de2197a349b987fbd010b2a', 'width': 108}, {'height': 120, 'url': 'https://preview.redd.it/w8gr7a8tm4dg1.jpeg?width=216&crop=smart&auto=w... | |
Fine-tuning Qwen-3-VL for object coordinate detection | 3 | I’m trying to fine-tune Qwen-3-VL-8B-Instruct for object keypoint detection, and I’m running into serious issues.
Back in August, I managed to do something similar with Qwen-2.5-VL, and while it took some effort, it did work. One reliable signal back then was the loss behavior:
If training started with a high loss (e.g... | 2026-01-13T14:13:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qbsdm4/finetuning_qwen3vl_for_object_coordinate_detection/ | Due_Veterinarian5820 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbsdm4 | false | null | t3_1qbsdm4 | /r/LocalLLaMA/comments/1qbsdm4/finetuning_qwen3vl_for_object_coordinate_detection/ | false | false | self | 3 | null |
How possible is this project idea? | 2 | Hello!
I'm relatively new to diving into this space, but I am quite intrigued with the capabilities and developments in the AI space.
I'm currently running a local instance of Gemma3 27B with a custom system prompt to play a character, and I'm trying to expand on that. It's intended to be a conversation-focused ... | 2026-01-13T14:11:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qbsbkw/how_possible_is_this_project_idea/ | Polymorphic-X | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbsbkw | false | null | t3_1qbsbkw | /r/LocalLLaMA/comments/1qbsbkw/how_possible_is_this_project_idea/ | false | false | self | 2 | null |
Built a security layer for self-hosted RAG - filters at the vector DB level, not after retrieval | 0 | If you're running RAG locally with multiple users or document access levels, you've probably hit this problem: most implementations filter documents after retrieval. But by then, the unauthorized content has already been exposed to the retrieval layer.
I built RAGGuard to solve this. It translates permission polici... | 2026-01-13T13:55:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qbrxtz/built_a_security_layer_for_selfhosted_rag_filters/ | Strange-Mastodon9490 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qbrxtz | false | null | t3_1qbrxtz | /r/LocalLLaMA/comments/1qbrxtz/built_a_security_layer_for_selfhosted_rag_filters/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '14IwCSt98y3z_ghSxoVJOLs4Abrjdt8K0WNuvRG-5YE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/14IwCSt98y3z_ghSxoVJOLs4Abrjdt8K0WNuvRG-5YE.png?width=108&crop=smart&auto=webp&s=c6e6a41d5d44aef18f39392102658d25dc2d165e', 'width': 108}, {'height': 108, 'url': 'h... |
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