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Why you shoudn't trust AI, | 0 | Maybe Im asking to much model that is not AGI, But large language models are for a reason not called factual Models
So A Use case for AI chatbot is you can use it with RAG, its like your own search engine, You can also Just Use real Search engine, When using RAG you create own dataset of questions and answers, And use... | 2026-01-29T00:17:32 | Eventual-Conguar7292 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpsx01 | false | null | t3_1qpsx01 | /r/LocalLLaMA/comments/1qpsx01/why_you_shoudnt_trust_ai/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'ox8kmpwhl6gg1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/ox8kmpwhl6gg1.png?width=108&crop=smart&auto=webp&s=8364cd5975cdba16541ef2e4214d9a67802e408c', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/ox8kmpwhl6gg1.png?width=216&crop=smart&auto=we... | |
768Gb "Mobile" Ai Server Follow-Up Part 3, Temp/Power Draw Stats & LLM Benchmark | 1 | Part 3 Follow-up post to the "Mobile" Ai server build
Due to Reddit video size/length restrictions I'm having to break up the video into different parts, but the full (and better quality) video is uploaded to Youtube.
[https://youtu.be/TJOKEFdCkv0](https://youtu.be/TJOKEFdCkv0)
This part gets into actual temp and po... | 2026-01-29T00:12:14 | https://v.redd.it/hdqou3cuj6gg1 | SweetHomeAbalama0 | /r/LocalLLaMA/comments/1qpssdj/768gb_mobile_ai_server_followup_part_3_temppower/ | 1970-01-01T00:00:00 | 0 | {} | 1qpssdj | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/hdqou3cuj6gg1/DASHPlaylist.mpd?a=1772367144%2CN2QyMDMwZmVmZTRmMGRiYThhOTc5ZTZiYzI1OWYzMzg3Y2FlODVmMTdmZjdlZjZlNWUyZmUxY2Q4YjNjYzk1OQ%3D%3D&v=1&f=sd', 'duration': 899, 'fallback_url': 'https://v.redd.it/hdqou3cuj6gg1/CMAF_720.mp4?source=fallback', 'h... | t3_1qpssdj | /r/LocalLLaMA/comments/1qpssdj/768gb_mobile_ai_server_followup_part_3_temppower/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': 'N3JtbHl4YnVqNmdnMQ7B6IWXkhw7GzGXseCHGrW5rZdLGQiJobqUZJNsEDGq', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/N3JtbHl4YnVqNmdnMQ7B6IWXkhw7GzGXseCHGrW5rZdLGQiJobqUZJNsEDGq.png?width=108&crop=smart&format=pjpg&auto=webp&s=5d67d12af387ba1bf57e8f142212324af804... |
What upgrades do you recommend to run the most advanced models while keeping the same motherboard? | 0 | Current setup:
CPU: Ryzen 5 5600
Motherboard: Gigabyte B550 AORUS Elite AX V2
GPU: RX 6600
RAM: 16 GB DDR4
PSU: Corsair RM850e
Case: Lian Li Lancool 216
I can currently run 7b flawlessly. 13b works but it's so slow it's practically unusable. My goal is to do some combination on ram + GPU upgrade to get me running 7... | 2026-01-29T00:10:15 | https://www.reddit.com/r/LocalLLaMA/comments/1qpsqnh/what_upgrades_do_you_recommend_to_run_the_most/ | Upstairs_Hold_374 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpsqnh | false | null | t3_1qpsqnh | /r/LocalLLaMA/comments/1qpsqnh/what_upgrades_do_you_recommend_to_run_the_most/ | false | false | self | 0 | null |
Media bias analysis: legal-trained open model beats Claude and Gemini in blind peer eval | 2 | Running daily blind peer evaluations. Day 34.
Today's task: analyze two news articles covering the same event (5,000 layoffs) with opposite framings. One says "industry crisis," other says "strategic AI pivot." Models had to separate facts from spin and identify what info would settle the dispute.
Results:
https://p... | 2026-01-29T00:08:30 | https://www.reddit.com/r/LocalLLaMA/comments/1qpsp4n/media_bias_analysis_legaltrained_open_model_beats/ | Silver_Raspberry_811 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpsp4n | false | null | t3_1qpsp4n | /r/LocalLLaMA/comments/1qpsp4n/media_bias_analysis_legaltrained_open_model_beats/ | false | false | 2 | null | |
Field Report: What leadership actually thinks AI is (Notes from a Director) | 29 | Hi builders,
I'm an IT Director for a global org, and I just spent two hours in a 2026 goal-planning meeting with the leadership team. Naturally, the main goal for this year is "Integrating AI."
There has been a lot of investment in AI over the last year, and now the board wants a return. But here is the surprising o... | 2026-01-28T23:59:27 | https://www.reddit.com/r/LocalLLaMA/comments/1qpsgzr/field_report_what_leadership_actually_thinks_ai/ | forevergeeks | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpsgzr | false | null | t3_1qpsgzr | /r/LocalLLaMA/comments/1qpsgzr/field_report_what_leadership_actually_thinks_ai/ | false | false | self | 29 | null |
Moonshot AI Releases Kimi K2.5: An Open Source Visual Agentic Intelligence Model with Native Swarm Execution | 0 | Kimi k2.5 looks pretty powerful!
Check out their blog with comparisons and stats.
[https://www.kimi.com/blog/kimi-k2-5.html](https://www.kimi.com/blog/kimi-k2-5.html)
Anyone tried it yet, and if so, what results did you see?
| 2026-01-28T23:54:01 | https://huggingface.co/moonshotai/Kimi-K2.5 | Danksyy | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qpsc9q | false | null | t3_1qpsc9q | /r/LocalLLaMA/comments/1qpsc9q/moonshot_ai_releases_kimi_k25_an_open_source/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'ZeVTbidHtLUurK6_HGGn6W9aaL373m8FpmleXI1NksQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ZeVTbidHtLUurK6_HGGn6W9aaL373m8FpmleXI1NksQ.png?width=108&crop=smart&auto=webp&s=6e7384dbd97fabd73bc9cea9728941cdf21d7f5d', 'width': 108}, {'height': 116, 'url': 'h... |
My phone won on local LLM latency over mac... benchmarked mobile NPU vs M4 Max GPU | 1 | Didn't expect a phone chip to beat my Mac on time-to-first-token, but here we are.
Been fighting slow TTFT on long-context local inference for months. RAG workflows with \~1K tokens of context meant staring at a blank screen for too long before getting any response. Assumed I needed beefier hardware to get usable late... | 2026-01-28T23:53:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qpsbxj/my_phone_won_on_local_llm_latency_over_mac/ | Main_Try_8068 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpsbxj | false | null | t3_1qpsbxj | /r/LocalLLaMA/comments/1qpsbxj/my_phone_won_on_local_llm_latency_over_mac/ | false | false | self | 1 | null |
Local MCP server for private docs - lightweight alternative to heavy RAG setups | 1 | So I've been going down this rabbit hole for a while now.
You know that feeling when you're using Claude or ChatGPT and you're like "dude, I literally have a 50-page internal doc that answers this, why can't you just READ IT?"
But then your options are:
• Copy-paste everything into the chat (hits token limits instan... | 2026-01-28T23:46:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qps5mb/local_mcp_server_for_private_docs_lightweight/ | Prismshadow_AI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qps5mb | false | null | t3_1qps5mb | /r/LocalLLaMA/comments/1qps5mb/local_mcp_server_for_private_docs_lightweight/ | false | false | 1 | null | |
Reverse Engineering a $500M Mystery: From HashHop to Memory-Augmented Language Models | 1 | 2026-01-28T23:42:52 | https://huggingface.co/blog/codelion/reverse-engineering-magic-hashhop | asankhs | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qps2jp | false | null | t3_1qps2jp | /r/LocalLLaMA/comments/1qps2jp/reverse_engineering_a_500m_mystery_from_hashhop/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'EyRwmekx_uVt17sPtBXjpuOBTqwnB5skDNDBy3a8p94', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/EyRwmekx_uVt17sPtBXjpuOBTqwnB5skDNDBy3a8p94.jpeg?width=108&crop=smart&auto=webp&s=3f7c8fa391d9f7f4458d0c80cc29d7b3147056ea', 'width': 108}, {'height': 113, 'url': '... | ||
786Gb "Mobile" AI Server Follow-Up Part 2, The Potential of the W200 | 6 | Part 2 Follow-up post to the "Mobile" Ai server build
Due to Reddit video size/length restrictions I'm having to break up the video into different parts, but the full (and better quality) video is uploaded to Youtube.
[https://youtu.be/TJOKEFdCkv0](https://youtu.be/TJOKEFdCkv0)
This section highlights and goes in... | 2026-01-28T23:42:39 | https://v.redd.it/ox3tmfvwc6gg1 | SweetHomeAbalama0 | /r/LocalLLaMA/comments/1qps2cn/786gb_mobile_ai_server_followup_part_2_the/ | 1970-01-01T00:00:00 | 0 | {} | 1qps2cn | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/ox3tmfvwc6gg1/DASHPlaylist.mpd?a=1772365366%2CMjAwZmMwNzVkODAwMzk4YTE0YzI3OGNiMTQxZWFjYzRlZDNjODFlZTkyYzMyODgwOTZjYTVhOTA5Nzg1NjM4MA%3D%3D&v=1&f=sd', 'duration': 884, 'fallback_url': 'https://v.redd.it/ox3tmfvwc6gg1/CMAF_720.mp4?source=fallback', 'h... | t3_1qps2cn | /r/LocalLLaMA/comments/1qps2cn/786gb_mobile_ai_server_followup_part_2_the/ | false | false | default | 6 | {'enabled': False, 'images': [{'id': 'cXlqcjVsdndjNmdnMTlI7CfLjgqQahAJ4b2NYrqe_8OEbmNXYRYvEqq4eU5F', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/cXlqcjVsdndjNmdnMTlI7CfLjgqQahAJ4b2NYrqe_8OEbmNXYRYvEqq4eU5F.png?width=108&crop=smart&format=pjpg&auto=webp&s=487d95fca72d5872b3192b50e6941ff242c2... |
Qwen 3-VL vision model | 3 | Hey, I'm building my girlfriend a modal app so she can improve her handwriting. She wants to get really good at cursive. I was very curious if I could actually make it really good with Qwen or fine tuning qwen or another Open Sourced Model.
I want to be able to upload an image and the model should nit pick things lik... | 2026-01-28T23:12:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qprbmq/qwen_3vl_vision_model/ | PriorCompote1452 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qprbmq | false | null | t3_1qprbmq | /r/LocalLLaMA/comments/1qprbmq/qwen_3vl_vision_model/ | false | false | self | 3 | null |
Drastic performance degradation of glm-4.7-flash on LM Studio | 0 | Hi, I have been trying to make glm-4.7-flash model work properly on LM studio. However, I keep seeing a sharp drop in token-generation time after each query (56tk/s->37 tk/s-> 27tk/s). I know there was some issue with the implementation of deepseek2 architecture, which is implemented for this model, on Llama.cpp and a... | 2026-01-28T23:08:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qpr7d9/drastic_performance_degradation_of_glm47flash_on/ | hieuphamduy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpr7d9 | false | null | t3_1qpr7d9 | /r/LocalLLaMA/comments/1qpr7d9/drastic_performance_degradation_of_glm47flash_on/ | false | false | self | 0 | null |
Proof that you’re really rich | 6 | Not sponsored by corsair | 2026-01-28T23:02:22 | Hot_Inspection_9528 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpr28t | false | null | t3_1qpr28t | /r/LocalLLaMA/comments/1qpr28t/proof_that_youre_really_rich/ | false | false | default | 6 | {'enabled': True, 'images': [{'id': '2acbris986gg1', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/2acbris986gg1.jpeg?width=108&crop=smart&auto=webp&s=5402d5ea5744cc251524837f7892af79a435e109', 'width': 108}, {'height': 288, 'url': 'https://preview.redd.it/2acbris986gg1.jpeg?width=216&crop=smart&auto=... | |
768Gb "Mobile" AI Server Follow-Up Part 1, Look Inside | 147 | Hey Y'all,
The post I made about the AI server got a lot of buzz, so I decided to do a follow up with some video on the project. Because of reddit's video upload restrictions, I'll have to upload them in separate posts with slightly different focuses, but I've uploaded the full (and higher quality) version to Youtube.... | 2026-01-28T22:44:03 | https://v.redd.it/trvmg2cpp5gg1 | SweetHomeAbalama0 | /r/LocalLLaMA/comments/1qpqlfj/768gb_mobile_ai_server_followup_part_1_look_inside/ | 1970-01-01T00:00:00 | 0 | {} | 1qpqlfj | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/trvmg2cpp5gg1/DASHPlaylist.mpd?a=1772361852%2CNGQ0Mzg0MWM2YjBkZWE1YzIwZjNhOTQ1YTMwMTIxODE4MDA5NmNkNDgzODE2YmI5ZGI3YjJkZmQ0ZmFmOTI5Zg%3D%3D&v=1&f=sd', 'duration': 890, 'fallback_url': 'https://v.redd.it/trvmg2cpp5gg1/CMAF_720.mp4?source=fallback', 'h... | t3_1qpqlfj | /r/LocalLLaMA/comments/1qpqlfj/768gb_mobile_ai_server_followup_part_1_look_inside/ | false | false | default | 147 | {'enabled': False, 'images': [{'id': 'b3IzbXRvY3BwNWdnMU2mkuU7oHD8qNQyskshMOF3z-mD-pRqGUpyoVD2VUXQ', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/b3IzbXRvY3BwNWdnMU2mkuU7oHD8qNQyskshMOF3z-mD-pRqGUpyoVD2VUXQ.png?width=108&crop=smart&format=pjpg&auto=webp&s=a54b1f5e051caee0d632ec385b0a6323167c... |
How to checkpoint on unified memory (training)? | 6 | **Anyone knows how to solve this?**
I'm on a DGX Spark and I'm doing LoRA BF16 on [nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16](https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16) using [NeMo AutoModel](https://github.com/NVIDIA-NeMo/Automodel) but I can fit only 1 batch, as 2 batches OOM's.
I c... | 2026-01-28T22:43:16 | https://www.reddit.com/r/LocalLLaMA/comments/1qpqkp3/how_to_checkpoint_on_unified_memory_training/ | Lorelabbestia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpqkp3 | false | null | t3_1qpqkp3 | /r/LocalLLaMA/comments/1qpqkp3/how_to_checkpoint_on_unified_memory_training/ | false | false | 6 | null | |
Our command line tool to transpile TTS Models from Python to C++ | 25 | We're a small (semi-stealth) team that's been working on a tool to rewrite AI inference code from Python to C++ (similar to llama.cpp, whisper.cpp, and so on). Today, we're launching `muna transpile`.
It takes a Python function and generates a self-contained, header-only C++ library and a corresponding `CMakeLists.... | 2026-01-28T22:36:56 | https://v.redd.it/xt3gvhgl16gg1 | Historical_Pen6499 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpqet8 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/xt3gvhgl16gg1/DASHPlaylist.mpd?a=1772231833%2CYzg3NzRhODQ4MmMxNmQ5MGQwYzExMzVmYWJlOWRmMzI5ZmVhM2M3MmE3NDI1Nzc5MjhmZDk1NmE3YmMyM2NmYg%3D%3D&v=1&f=sd', 'duration': 51, 'fallback_url': 'https://v.redd.it/xt3gvhgl16gg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qpqet8 | /r/LocalLLaMA/comments/1qpqet8/our_command_line_tool_to_transpile_tts_models/ | false | false | 25 | {'enabled': False, 'images': [{'id': 'dG5oM211ZmwxNmdnMfJOw4PcdggKLWcq08o9ybIUHfTYyE5NGjv3XmJod7px', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/dG5oM211ZmwxNmdnMfJOw4PcdggKLWcq08o9ybIUHfTYyE5NGjv3XmJod7px.png?width=108&crop=smart&format=pjpg&auto=webp&s=bce5e52bdabaea263549267169b80be464bd8... | |
Options for 5060 ti | 2 | Hi there,
So a more hardware question. I recently bought a 5060 ti for gaming. But want to get into running local LLM’s, currently my main focus would be inference speed and being able to run big (but realistically good) models.
I read online that 3090’s are where it’s at. But obviously I don’t have one. Should I buy... | 2026-01-28T22:27:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qpq67c/options_for_5060_ti/ | Murtsdurt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpq67c | false | null | t3_1qpq67c | /r/LocalLLaMA/comments/1qpq67c/options_for_5060_ti/ | false | false | self | 2 | null |
Assistant_Pepe_8B, 1-M context, zero slop | 105 | >
This is a project that was a long time in the making because I wanted to get it right. I'm still not fully satisfied, as there are some rough corners to sand, but for now, this would do.
The goal was to **maximize shitpostness** along with **helpfulness**, without glazing the user for every retarded idea. Not an ea... | 2026-01-28T22:03:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qppjo4/assistant_pepe_8b_1m_context_zero_slop/ | Sicarius_The_First | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qppjo4 | false | null | t3_1qppjo4 | /r/LocalLLaMA/comments/1qppjo4/assistant_pepe_8b_1m_context_zero_slop/ | false | false | self | 105 | {'enabled': False, 'images': [{'id': 'pSVZnx94eMPjsS534OtAJMkp7HIYEOenxOEGp6QdSTY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/pSVZnx94eMPjsS534OtAJMkp7HIYEOenxOEGp6QdSTY.png?width=108&crop=smart&auto=webp&s=9e70a2b55a68ae25463df21d794f100151d2001f', 'width': 108}, {'height': 116, 'url': 'h... |
DGX Spark (128GB Unified) vs. RTX 5090 Build | 3 | Hey everyone,
I’ve been racking my brain for weeks trying to decide on the right hardware for my next build.
My Use Case:
• Local LLMs: I want to run 70B models (maybe even 120B) with decent performance.
• Image & Video Gen: Heavy workflows in ComfyUI (Stable Diffusion / Flux / SVD).
• 24/7 Server: Running web ser... | 2026-01-28T21:58:30 | https://www.reddit.com/r/LocalLLaMA/comments/1qppea0/dgx_spark_128gb_unified_vs_rtx_5090_build/ | Professional-Safe894 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qppea0 | false | null | t3_1qppea0 | /r/LocalLLaMA/comments/1qppea0/dgx_spark_128gb_unified_vs_rtx_5090_build/ | false | false | self | 3 | null |
Radeon 9070XT vs 7900XTX for LLM Inference (paired with a 7800XT) | 2 | \[Not looking at NVIDIA GPUs\]
I already have a 7800XT and 32GB DDR4 RAM.
I'm trying to buy another GPU & upgrade Motherboard + case (for cooling + fitting 2 GPUs).
I also own a Bosgame M5 (AMD Ryzen 395 Strix Halo) machine. It's been pretty good for MoE models, I intend to keep using it, but also feel like upgr... | 2026-01-28T21:52:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qpp8ud/radeon_9070xt_vs_7900xtx_for_llm_inference_paired/ | kahlil29 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpp8ud | false | null | t3_1qpp8ud | /r/LocalLLaMA/comments/1qpp8ud/radeon_9070xt_vs_7900xtx_for_llm_inference_paired/ | false | false | self | 2 | null |
Advice wanted: designing robust LLM inference loops with tools | 0 | Hey folks 👋
I’m an AI engineer working on a Python library for agent-to-agent communication and orchestration in my spare time (https://github.com/nMaroulis/protolink). The project is mainly a learning vehicle for me to go deeper into topics like A2A task delegation, agent orchestration, and deterministic LLM inferen... | 2026-01-28T21:46:48 | https://www.reddit.com/r/LocalLLaMA/comments/1qpp393/advice_wanted_designing_robust_llm_inference/ | sheik66 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpp393 | false | null | t3_1qpp393 | /r/LocalLLaMA/comments/1qpp393/advice_wanted_designing_robust_llm_inference/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'EeuMhj5tlQWcm8p9hoiniuyPzK8Try6s2Ms09U7xDCI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/EeuMhj5tlQWcm8p9hoiniuyPzK8Try6s2Ms09U7xDCI.png?width=108&crop=smart&auto=webp&s=c4be544ee0942406ccd05b5fdc0e009a897d73f5', 'width': 108}, {'height': 108, 'url': 'h... |
Building opensource Zero Server Code Intelligence Engine | 10 | Hi, guys, I m building GitNexus, an opensource Code Intelligence Engine which works fully client sided in-browser. There have been lot of progress since I last posted.
Repo: [https://github.com/abhigyanpatwari/GitNexus](https://github.com/abhigyanpatwari/GitNexus) ( ⭐ would help so much, u have no idea!! )
Try: [... | 2026-01-28T21:44:35 | https://v.redd.it/b3d93edpq5gg1 | DeathShot7777 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpp13g | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/b3d93edpq5gg1/DASHPlaylist.mpd?a=1772228697%2CYzYwNzI1ZjE4YmYyMTQyNzUwNDI0MjQ4ZDAwMWZiMGU0ODJlNjk1MDEyN2FhOGMxYzUxMzcwYzhhNWIxNDYyMQ%3D%3D&v=1&f=sd', 'duration': 92, 'fallback_url': 'https://v.redd.it/b3d93edpq5gg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qpp13g | /r/LocalLLaMA/comments/1qpp13g/building_opensource_zero_server_code_intelligence/ | false | false | 10 | {'enabled': False, 'images': [{'id': 'c251Yzk2ZXBxNWdnMX8xZ7UL_WAflwTq0BqeDmN95WRo5Ajh0fAkuzEXaT9M', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/c251Yzk2ZXBxNWdnMX8xZ7UL_WAflwTq0BqeDmN95WRo5Ajh0fAkuzEXaT9M.png?width=108&crop=smart&format=pjpg&auto=webp&s=c812fe5e3f699b8636858ca0b811fa2f94a1c... | |
Olmo/Bolmo: Why is remote code needed? | 8 | When I went to try Bolmo-1B in vLLM, I got a message saying I need to enable 'trust remote code.' Which code? For what purpose? This should be explained in the model card, or preferably the requisite functionality should be just a PR into vLLM rather than allowing arbitrary code execution. | 2026-01-28T21:24:44 | https://www.reddit.com/r/LocalLLaMA/comments/1qpoi1y/olmobolmo_why_is_remote_code_needed/ | FrozenBuffalo25 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpoi1y | false | null | t3_1qpoi1y | /r/LocalLLaMA/comments/1qpoi1y/olmobolmo_why_is_remote_code_needed/ | false | false | self | 8 | null |
10M vectors on a single device (iPhone / Mac mini). CPU-only. Persistent. | 0 | Most “AI agent” demos focus on models and prompts.
The part that breaks first in real usage is neither.
It’s the **data layer**.
If you actually run agents locally, memory explodes fast:
* 1 screenshot / second
* \~10 embeddings per frame
* ≈ **300M vectors / year** if continuous
* Even **1 hour / day** → **\~10M ... | 2026-01-28T21:07:58 | DueKitchen3102 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpo1ua | false | null | t3_1qpo1ua | /r/LocalLLaMA/comments/1qpo1ua/10m_vectors_on_a_single_device_iphone_mac_mini/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'ip3x04whn5gg1', 'resolutions': [{'height': 38, 'url': 'https://preview.redd.it/ip3x04whn5gg1.png?width=108&crop=smart&auto=webp&s=ebaa461cf6ab9eae7615de1cff7d4cb7926dfa1b', 'width': 108}, {'height': 76, 'url': 'https://preview.redd.it/ip3x04whn5gg1.png?width=216&crop=smart&auto=webp... | |
What’s the difference between LLaMA Omni and MOSHI? (training, data, interruption, structure) | 1 | Hi! I’m new to this and trying to understand the real differences between LLaMA Omni and MOSHI. Could someone explain, in simple terms:
How each model is trained (high-level overview)?
The main dataset differences they use?
How MOSHI’s interruption works (what it is and why it matters)?
The model structure / archit... | 2026-01-28T21:03:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qpnx4u/whats_the_difference_between_llama_omni_and_moshi/ | Adept_Lawyer_4592 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpnx4u | false | null | t3_1qpnx4u | /r/LocalLLaMA/comments/1qpnx4u/whats_the_difference_between_llama_omni_and_moshi/ | false | false | self | 1 | null |
Is reasoning in ML and LLM architectures decomposable into a small set of reusable computational primitives? | 0 | Or is it inherently a tangled, non-factorizable process? | 2026-01-28T20:56:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qpnqbi/is_reasoning_in_ml_and_llm_architectures/ | RJSabouhi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpnqbi | false | null | t3_1qpnqbi | /r/LocalLLaMA/comments/1qpnqbi/is_reasoning_in_ml_and_llm_architectures/ | false | false | self | 0 | null |
I built a "Cognitive OS" cloning framework for my daughters. Then I realized its potential to solve a major challenge in the AI industry. | 0 | Hi everyone,
I’ve been an **application engineer for 20 years**. My journey with the **MET (Mind-Engine Transplant) Framework** began with a deeply personal crisis: the sudden death of a relative.
Terrified of leaving my daughters alone one day, I started building a way to leave behind my "Thinking OS"—a digital twin... | 2026-01-28T20:48:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qpnidt/i_built_a_cognitive_os_cloning_framework_for_my/ | dicon_2525 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpnidt | false | null | t3_1qpnidt | /r/LocalLLaMA/comments/1qpnidt/i_built_a_cognitive_os_cloning_framework_for_my/ | false | false | 0 | null | |
AMD Strix Halo GMTEK 128GB Unified ROCKS! | 102 | I've been running a MAX+ 395 as my daily workstation — the unified memory architecture
is a game-changer for AI/ML workloads. Being able to allocate 96GB+ to the GPU without the PCIe bottleneck makes local LLM. DeepSeek 70B \*12 tokens/s, gpt-oss faster, comfyui with LTX2 12 s/it this is a game changer...no quants n... | 2026-01-28T20:43:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qpneiq/amd_strix_halo_gmtek_128gb_unified_rocks/ | MSBStudio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpneiq | false | null | t3_1qpneiq | /r/LocalLLaMA/comments/1qpneiq/amd_strix_halo_gmtek_128gb_unified_rocks/ | false | false | self | 102 | {'enabled': False, 'images': [{'id': 'G4NAObhnqEkMVyLQfc3yTQuhudAFT8-juN4A0UiQjXk', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/G4NAObhnqEkMVyLQfc3yTQuhudAFT8-juN4A0UiQjXk.png?width=108&crop=smart&auto=webp&s=db36c00dd5a48155cd9c0efa6ad5edcf5061f370', 'width': 108}, {'height': 216, 'url': '... |
[LM Studio] - GLM 4.7 Flash MLX 4bit stuck in loops vs Q4_K_S | 1 | Hi everyone,
I have got a macbook air with M4 chip.
Because of performance reasons, I prefer to use the MLX 4bit version of GLM 4.7 Flash.
When using LM Studio and connecting it to Cline, however, the MLX 4 bit version starts to get stuck in loops whereas the Q4\_K\_S version does not but is much slower.
I have upd... | 2026-01-28T20:41:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qpnci8/lm_studio_glm_47_flash_mlx_4bit_stuck_in_loops_vs/ | ChickenShieeeeeet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpnci8 | false | null | t3_1qpnci8 | /r/LocalLLaMA/comments/1qpnci8/lm_studio_glm_47_flash_mlx_4bit_stuck_in_loops_vs/ | false | false | self | 1 | null |
What ide works best for Kimi 2.5 code? | 2 | I subscribed to kimi, can I integrate kimi code via vscode/cursor? If so, how? | 2026-01-28T20:41:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qpncg7/what_ide_works_best_for_kimi_25_code/ | Otherwise-Finish-174 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpncg7 | false | null | t3_1qpncg7 | /r/LocalLLaMA/comments/1qpncg7/what_ide_works_best_for_kimi_25_code/ | false | false | self | 2 | null |
AnythingLLM "Fetch failed" when importing gguf file | 1 | I am having a really strange issue with AnythingLLM on my Mac and I am hoping someone has a fix that I havent tried yet. I am trying to import the new Qwen 3 Next and Gemma 3 27B models using the single .gguf files. My Mac has 64GB of RAM so it is definitely not a memory issue. When I start the import process I can see... | 2026-01-28T20:35:41 | https://www.reddit.com/r/LocalLLaMA/comments/1qpn6hd/anythingllm_fetch_failed_when_importing_gguf_file/ | mr-KSA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpn6hd | false | null | t3_1qpn6hd | /r/LocalLLaMA/comments/1qpn6hd/anythingllm_fetch_failed_when_importing_gguf_file/ | false | false | self | 1 | null |
LAD-A2A: How AI agents find each other on local networks | 1 | AI agents are getting really good at doing things, but they're completely blind to their physical surroundings.
If you walk into a hotel and you have an AI assistant (like the Chatgpt mobile app), it has no idea there may be a concierge agent on the network that could help you book a spa, check breakfast times, or r... | 2026-01-28T20:32:48 | https://www.reddit.com/r/LocalLLaMA/comments/1qpn3r6/lada2a_how_ai_agents_find_each_other_on_local/ | franzvill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpn3r6 | false | null | t3_1qpn3r6 | /r/LocalLLaMA/comments/1qpn3r6/lada2a_how_ai_agents_find_each_other_on_local/ | false | false | self | 1 | null |
3 days of blind peer evaluations: DeepSeek V3.2 beats closed models on code parsing—full 10×10 matrix results | 0 | Running a project called The Multivac. Daily AI evaluations, 33 days straight now. The setup: models judge each other's outputs blind—they don't know whose response they're scoring. 1100+ judgments across 20+ models.
https://preview.redd.it/fq23xgt5h5gg1.png?width=837&format=png&auto=webp&s=bbbf771ca0e9a57692b9bf2c691... | 2026-01-28T20:31:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qpn234/3_days_of_blind_peer_evaluations_deepseek_v32/ | Silver_Raspberry_811 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpn234 | false | null | t3_1qpn234 | /r/LocalLLaMA/comments/1qpn234/3_days_of_blind_peer_evaluations_deepseek_v32/ | false | false | 0 | null | |
“How many R’s are in strawberry?” across a few models | 0 | Ran the same task across a few models.
How many R’s are in “strawberry”.
Some get it right, some don’t. Some change between runs. | 2026-01-28T20:23:51 | https://v.redd.it/dlxqcr9ub5gg1 | Rent_South | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpmv2i | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/dlxqcr9ub5gg1/DASHPlaylist.mpd?a=1772223848%2CODMzNDM0ZGNjMzdiNmQ0YjY0ZWVmMjY4NTdkNWU2MzkyZTZjOTg3ZGIxYTRkMmY5Yzc0ZTllZmUxNGRkN2ZlYw%3D%3D&v=1&f=sd', 'duration': 20, 'fallback_url': 'https://v.redd.it/dlxqcr9ub5gg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qpmv2i | /r/LocalLLaMA/comments/1qpmv2i/how_many_rs_are_in_strawberry_across_a_few_models/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'cGo4Z3ptYnViNWdnMT08YCalcN-PbklogAvNxt1ApKWOOoFwXmmiI3AlCNHx', 'resolutions': [{'height': 64, 'url': 'https://external-preview.redd.it/cGo4Z3ptYnViNWdnMT08YCalcN-PbklogAvNxt1ApKWOOoFwXmmiI3AlCNHx.png?width=108&crop=smart&format=pjpg&auto=webp&s=8884019bbbd9e214e9ca1237bd813758e0393... | |
LAD-A2A: How AI agents find each other on local networks | 1 | [removed] | 2026-01-28T20:04:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qpmbsn/lada2a_how_ai_agents_find_each_other_on_local/ | franzvill | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpmbsn | false | null | t3_1qpmbsn | /r/LocalLLaMA/comments/1qpmbsn/lada2a_how_ai_agents_find_each_other_on_local/ | false | false | self | 1 | null |
I just got my Dell DGX Spark GB10 that I won from the hackathon! | 172 | Please don't mind the breadcrumbs...
But they pretty much overnighted the Dell DGX Spark GB10.
I think the first thing I am going to try and do is figure out how to get a robot arm to do some sort of shape matching using transfer learning to stick particular shapes in the correct holes. I think that might be easy en... | 2026-01-28T20:03:20 | brandon-i | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpmay0 | false | null | t3_1qpmay0 | /r/LocalLLaMA/comments/1qpmay0/i_just_got_my_dell_dgx_spark_gb10_that_i_won_from/ | false | false | default | 172 | {'enabled': True, 'images': [{'id': 'af2u39y6a5gg1', 'resolutions': [{'height': 192, 'url': 'https://preview.redd.it/af2u39y6a5gg1.jpeg?width=108&crop=smart&auto=webp&s=c42fe65853069f68a2327c6cd3fe1ba458a0904a', 'width': 108}, {'height': 384, 'url': 'https://preview.redd.it/af2u39y6a5gg1.jpeg?width=216&crop=smart&auto=... | |
ByteDance-Seed/Stable-DiffCoder-8B-Instruct · Hugging Face | 68 | Diffusion text/coding models are finally tricking in! | 2026-01-28T19:56:52 | https://huggingface.co/ByteDance-Seed/Stable-DiffCoder-8B-Instruct | FullstackSensei | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qpm48y | false | null | t3_1qpm48y | /r/LocalLLaMA/comments/1qpm48y/bytedanceseedstablediffcoder8binstruct_hugging/ | false | false | default | 68 | {'enabled': False, 'images': [{'id': 'NHXAooAa4KDswUx_-kPck6PlutEBvd6amAoPNHHGh0s', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/NHXAooAa4KDswUx_-kPck6PlutEBvd6amAoPNHHGh0s.png?width=108&crop=smart&auto=webp&s=0ba31334985a700cff7eabd1e3601cc8081fbcca', 'width': 108}, {'height': 116, 'url': 'h... |
Running 4+ GPUs - how are you handling cooling? | 5 | *Curious about setups with 4-8 GPUs in a single system or small cluster. Air cooling working okay?*
*Anyone gone liquid? What density/wattage before things got uncomfortable?* | 2026-01-28T19:49:45 | https://www.reddit.com/r/LocalLLaMA/comments/1qplx5f/running_4_gpus_how_are_you_handling_cooling/ | OkParking9422 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qplx5f | false | null | t3_1qplx5f | /r/LocalLLaMA/comments/1qplx5f/running_4_gpus_how_are_you_handling_cooling/ | false | false | self | 5 | null |
I'm building a Dungeon Master AI for fun. It’s open source and I’d love some help/feedback. | 1 | Hey everyone,
I've been working on a project called DungeonMasterAI for a while now. I’m a huge D&D fan and I’ve always wanted a tool that could actually help with world-building and running sessions without feeling like a generic chatbot.
Just to be clear: I’m not making any money off this. No subscriptions, no ... | 2026-01-28T19:38:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qplmbt/im_building_a_dungeon_master_ai_for_fun_its_open/ | user667711 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qplmbt | false | null | t3_1qplmbt | /r/LocalLLaMA/comments/1qplmbt/im_building_a_dungeon_master_ai_for_fun_its_open/ | false | false | 1 | null | |
ACE-Step 1.5 dropping in days - "Commercial grade OSS music gen" with quality between Suno v4.5 and v5 (8GB VRAM) | 77 | For those who haven't been following the AI music generation space, ACE-Step is about to have its "Stable Diffusion moment."
## What's Happening
According to \[@realmrfakename on X\](https://x.com/realmrfakename/status/2016274138701476040) (7K+ views), ACE-Step 1.5 is coming in days with early access already rolling ... | 2026-01-28T19:38:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qpllhm/acestep_15_dropping_in_days_commercial_grade_oss/ | ExcellentTrust4433 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpllhm | false | null | t3_1qpllhm | /r/LocalLLaMA/comments/1qpllhm/acestep_15_dropping_in_days_commercial_grade_oss/ | false | false | self | 77 | null |
Any good model that runs on 1 GB-1.5 GB of RAM? | 0 | Any good model that runs on a potato device of 1 GB-1.5 GB of RAM? Srry for asking 256 mb of ram | 2026-01-28T19:32:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qplg6e/any_good_model_that_runs_on_1_gb15_gb_of_ram/ | Ok-Type-7663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qplg6e | false | null | t3_1qplg6e | /r/LocalLLaMA/comments/1qplg6e/any_good_model_that_runs_on_1_gb15_gb_of_ram/ | false | false | self | 0 | null |
Theorizer by AllenAI: Local, grounded scientific theory generation | 6 | AllenAI just released Theorizer, a multi LLM system for producing novel theories based on a corpus of scientific papers.
It's all local, give it a clone and try it out!
Blog: [https://allenai.org/blog/theorizer](https://allenai.org/blog/theorizer)
Code: [https://github.com/allenai/asta-theorizer](https://github.com/... | 2026-01-28T19:30:49 | https://allenai.org/blog/theorizer | Unstable_Llama | allenai.org | 1970-01-01T00:00:00 | 0 | {} | 1qple8b | false | null | t3_1qple8b | /r/LocalLLaMA/comments/1qple8b/theorizer_by_allenai_local_grounded_scientific/ | false | false | default | 6 | {'enabled': False, 'images': [{'id': 'ZlRqczjoQiIqffI1tQ9FD8JfzM6ak7D5leYcEJLqrPY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ZlRqczjoQiIqffI1tQ9FD8JfzM6ak7D5leYcEJLqrPY.png?width=108&crop=smart&auto=webp&s=01ab30dd7046f323493d38aa9e2fe7768285cab1', 'width': 108}, {'height': 121, 'url': 'h... |
My First Rig | 6 | So I was just looking to see how cheap I could make a little box that can run some smaller models and I came up with this.
It’s an old E5 Xeon with 10 cores, 32GB of DDR3 RAM, Chinese salvage X79 mobo, 500GB Patriot NVMe, and a 16GB P100. The grand total, not including fans and zip ties I had laying around (lol), was... | 2026-01-28T19:26:49 | randofreak | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpla42 | false | null | t3_1qpla42 | /r/LocalLLaMA/comments/1qpla42/my_first_rig/ | false | false | default | 6 | {'enabled': True, 'images': [{'id': 'ugxf51ft55gg1', 'resolutions': [{'height': 80, 'url': 'https://preview.redd.it/ugxf51ft55gg1.jpeg?width=108&crop=smart&auto=webp&s=b8b3193f26fe8b3ec04b1f961a7ec4d093429c5c', 'width': 108}, {'height': 161, 'url': 'https://preview.redd.it/ugxf51ft55gg1.jpeg?width=216&crop=smart&auto=w... | |
Built a low-cost Search API for my RAG projects ($0.25/1k reqs) because SERP APIs were too expensive. Looking for feedback/testers. | 1 | [removed] | 2026-01-28T19:21:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qpl4k1/built_a_lowcost_search_api_for_my_rag_projects/ | Maleficent_Money24 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpl4k1 | false | null | t3_1qpl4k1 | /r/LocalLLaMA/comments/1qpl4k1/built_a_lowcost_search_api_for_my_rag_projects/ | false | false | self | 1 | null |
Any good model that even runs on a 256 MB of RAM device? | 0 | Well, any good model that even runs on a 256 MB of RAM potato device? | 2026-01-28T19:15:30 | https://www.reddit.com/r/LocalLLaMA/comments/1qpkyoi/any_good_model_that_even_runs_on_a_256_mb_of_ram/ | Ok-Type-7663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpkyoi | false | null | t3_1qpkyoi | /r/LocalLLaMA/comments/1qpkyoi/any_good_model_that_even_runs_on_a_256_mb_of_ram/ | false | false | self | 0 | null |
I built a filesystem-based "Stigmergy" protocol to give local agents persistent memory on files using xattr (Python + VS Code Extension) | 3 | I've been working with autonomous coding agents (using Claude Code, Cursor, and Antigravity) for a while now. One frustration I kept running into was that agents are **stateless**. Once a chat session ends, the agent "forgets" why a specific architectural decision was made, or that I specifically told it *not* to touch... | 2026-01-28T19:09:11 | https://www.reddit.com/r/LocalLLaMA/comments/1qpks4q/i_built_a_filesystembased_stigmergy_protocol_to/ | Expensive-Rub3117 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpks4q | false | null | t3_1qpks4q | /r/LocalLLaMA/comments/1qpks4q/i_built_a_filesystembased_stigmergy_protocol_to/ | false | false | self | 3 | null |
Memory architecture that actually works for AI companions - lessons from production | 0 | Built an AI companion app and wanted to share what worked for persistent memory. The naive approach (stuff full history into context) doesn't scale. Here's what landed after iteration: ... | 2026-01-28T19:02:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qpkl8l/memory_architecture_that_actually_works_for_ai/ | Pretty-Increase-7128 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpkl8l | false | null | t3_1qpkl8l | /r/LocalLLaMA/comments/1qpkl8l/memory_architecture_that_actually_works_for_ai/ | false | false | self | 0 | null |
Introducing LlamaAgents Builder - vibe-code document workflows through natural language | 0 | Yes - this is a real, first-party LlamaIndex launch, not a random hype 3rd party.
Announced as a natural-language “agent/workflow generator” inside LlamaCloud that:
* turns your description of a *document workflow* (classify → route → extract → validate, etc.) into an actual LlamaIndex Workflows Python project,
* pus... | 2026-01-28T19:00:39 | etherd0t | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpkjb0 | false | null | t3_1qpkjb0 | /r/LocalLLaMA/comments/1qpkjb0/introducing_llamaagents_builder_vibecode_document/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'f0gfzhsd05gg1', 'resolutions': [{'height': 101, 'url': 'https://preview.redd.it/f0gfzhsd05gg1.jpeg?width=108&crop=smart&auto=webp&s=15b150ac57e3d429a6f0043f8a6aaafd6d892542', 'width': 108}, {'height': 202, 'url': 'https://preview.redd.it/f0gfzhsd05gg1.jpeg?width=216&crop=smart&auto=... | |
Image generation is now available alongside LLMs and Whisper in Lemonade v9.2 | 55 | We're on a mission to make local generative AI supremely easy for users and devs. Today, Lemonade has taken a big step by introducing image generation into our unified local API.
This means our one-click installer gets you LLMs, Whisper, and Stable Diffusion and makes them all available on the same base URL.
We'll us... | 2026-01-28T18:56:13 | jfowers_amd | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpkem2 | false | null | t3_1qpkem2 | /r/LocalLLaMA/comments/1qpkem2/image_generation_is_now_available_alongside_llms/ | false | false | default | 55 | {'enabled': True, 'images': [{'id': 'sbfse0xez4gg1', 'resolutions': [{'height': 96, 'url': 'https://preview.redd.it/sbfse0xez4gg1.png?width=108&crop=smart&auto=webp&s=db773d6c63a459d07515eaa5410c66e3b204691a', 'width': 108}, {'height': 192, 'url': 'https://preview.redd.it/sbfse0xez4gg1.png?width=216&crop=smart&auto=web... | |
Running Kimi K2.5 at 24 token/s with 2 x 512GB M3 Ultra Mac Studios | 59 | 2026-01-28T18:53:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qpkbb4/running_kimi_k25_at_24_tokens_with_2_x_512gb_m3/ | Zestyclose_Slip_6467 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpkbb4 | false | null | t3_1qpkbb4 | /r/LocalLLaMA/comments/1qpkbb4/running_kimi_k25_at_24_tokens_with_2_x_512gb_m3/ | false | false | 59 | null | ||
[Project] Porting Chronos Bolt (Time-Series) and T5 to Mobile NPU - Implementation shared | 7 | 2026-01-28T18:48:44 | https://v.redd.it/sk7v4jwzy4gg1 | Glittering-Topic-822 | /r/LocalLLaMA/comments/1qpk6qx/project_porting_chronos_bolt_timeseries_and_t5_to/ | 1970-01-01T00:00:00 | 0 | {} | 1qpk6qx | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/sk7v4jwzy4gg1/DASHPlaylist.mpd?a=1772347730%2CNWMyYWIwZmY5ODRiNjkyNTM3ODE2MjZiOTYxOTY1MmVhYjc1MWM1NzJiNzhhNzRkY2JlZWNhNjFlMDQ4ZDJjZQ%3D%3D&v=1&f=sd', 'duration': 91, 'fallback_url': 'https://v.redd.it/sk7v4jwzy4gg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qpk6qx | /r/LocalLLaMA/comments/1qpk6qx/project_porting_chronos_bolt_timeseries_and_t5_to/ | false | false | 7 | {'enabled': False, 'images': [{'id': 'eHF0dzF3d3p5NGdnMR2zQb3k3X6Yz_6BtK7gYs3rfGbJWmJS66OpOcqEtSSx', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/eHF0dzF3d3p5NGdnMR2zQb3k3X6Yz_6BtK7gYs3rfGbJWmJS66OpOcqEtSSx.png?width=108&crop=smart&format=pjpg&auto=webp&s=927a7305cdc3a9e7b4764e0c40f960e95dc4... | ||
[Project] Porting Chronos Bolt (Time-Series) and T5 to Mobile NPU - Implementation shared | 1 | [removed] | 2026-01-28T18:45:59 | https://v.redd.it/kdi04cq4y4gg1 | Unusual-Bag4487 | /r/LocalLLaMA/comments/1qpk3wx/project_porting_chronos_bolt_timeseries_and_t5_to/ | 1970-01-01T00:00:00 | 0 | {} | 1qpk3wx | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/kdi04cq4y4gg1/DASHPlaylist.mpd?a=1772347570%2CYmExYzQ0YmRjNjIzNjYxOGMyMDZjMThlMjdjYjFhZTQ0MGVkOTdjOTU3YmZlNTc3MTNiMTI5OThkOTlhY2ZkMg%3D%3D&v=1&f=sd', 'duration': 91, 'fallback_url': 'https://v.redd.it/kdi04cq4y4gg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qpk3wx | /r/LocalLLaMA/comments/1qpk3wx/project_porting_chronos_bolt_timeseries_and_t5_to/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'NWRzOTk3dTR5NGdnMSyQ4OHnDI-VwBjK8AUvJHMf6VdS5tEf9sAy_Md_310-', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/NWRzOTk3dTR5NGdnMSyQ4OHnDI-VwBjK8AUvJHMf6VdS5tEf9sAy_Md_310-.png?width=108&crop=smart&format=pjpg&auto=webp&s=189e1f64b263a9a93a6fef5bc6af09f5da48... | |
Best tool for generating/editing with local-ai presentations? | 1 | [removed] | 2026-01-28T18:41:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qpjzn4/best_tool_for_generatingediting_with_localai/ | UnderstandingAny4075 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpjzn4 | false | null | t3_1qpjzn4 | /r/LocalLLaMA/comments/1qpjzn4/best_tool_for_generatingediting_with_localai/ | false | false | self | 1 | null |
Running Chronos Bolt (Time-series) and Hybrid Transformers on Mobile NPU - Open Source SDK | 1 | [removed] | 2026-01-28T18:36:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qpju26/running_chronos_bolt_timeseries_and_hybrid/ | Unusual-Bag4487 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpju26 | false | null | t3_1qpju26 | /r/LocalLLaMA/comments/1qpju26/running_chronos_bolt_timeseries_and_hybrid/ | false | false | self | 1 | null |
Add self‑speculative decoding (no draft model required) by srogmann · Pull Request #18471 · ggml-org/llama.cpp | 56 | tl;dr: potential **t/s boost** for all (non-reasoning) models
This looks really interesting, but needs more investigation.
Speculative decoding uses a smaller draft model to speed up a bigger one.
**Self-speculative decoding** uses no extra model at all, the model is helping itself.
It only speeds up certain... | 2026-01-28T18:19:15 | https://github.com/ggml-org/llama.cpp/pull/18471 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qpjc4a | false | null | t3_1qpjc4a | /r/LocalLLaMA/comments/1qpjc4a/add_selfspeculative_decoding_no_draft_model/ | false | false | default | 56 | null |
Options regarding 3rd gpu for Inference | 1 | Hey everyone,
So I recently bought a 5090 to replace one of my two 3090s (I do a fair amount of gaming) and am now considering future options of whether to sell or keep the orphaned card.
Few questions for anyone with prior experience:
What sort of improvement is there to go from 48 -> 56 -> 80 in VRAM? Im most fami... | 2026-01-28T18:16:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qpj9bv/options_regarding_3rd_gpu_for_inference/ | Darc78 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpj9bv | false | null | t3_1qpj9bv | /r/LocalLLaMA/comments/1qpj9bv/options_regarding_3rd_gpu_for_inference/ | false | false | self | 1 | null |
does running locally actually protect you or are we kidding ourselves? | 0 | ive been running models locally specifically because I dont want my stuff used for training but I keep wondering if im missing something. like even with local setups, arent the base models already trained on scraped data? and if youre fine tuning on your own data, that data still exists on your machine which could get ... | 2026-01-28T18:15:56 | https://www.reddit.com/r/LocalLLaMA/comments/1qpj8q7/does_running_locally_actually_protect_you_or_are/ | pennyco2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpj8q7 | false | null | t3_1qpj8q7 | /r/LocalLLaMA/comments/1qpj8q7/does_running_locally_actually_protect_you_or_are/ | false | false | self | 0 | null |
Wave - AI native , All-in-one Terminal | 0 | Terminals traditionally render text, are fast and give developers a productivity boost with its fast keyboard workflows.
But almost all terminals support only text based workflows in the terminal.
What if the terminal could support all other media types and also most common uses on a computer :
\- Open any file type... | 2026-01-28T18:12:49 | https://youtu.be/_sDJBosDznI | NoobMLDude | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1qpj5gl | false | {'oembed': {'author_name': 'Noob ML Dude', 'author_url': 'https://www.youtube.com/@NoobMLDude', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/_sDJBosDznI?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscop... | t3_1qpj5gl | /r/LocalLLaMA/comments/1qpj5gl/wave_ai_native_allinone_terminal/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': '50uvsj5Sg51xLE2xiEkk0NSqCPBY7VjHBaoqUlMskT4', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/50uvsj5Sg51xLE2xiEkk0NSqCPBY7VjHBaoqUlMskT4.jpeg?width=108&crop=smart&auto=webp&s=7613b56cb635f9930e8dd107721b72e33df30bb4', 'width': 108}, {'height': 162, 'url': '... |
Introducing LM Studio 0.4.0 | 135 | Testing out Parralel setting, default is 4, i tried 2, i tried 40. Overall no change at all in performance for me.
I havent changed unified kv cache, on by default. Seems to be fine.
New UI moved the runtimes into settings, but they are hidden unless you enable developer in settings. | 2026-01-28T18:08:04 | https://lmstudio.ai/blog/0.4.0 | sleepingsysadmin | lmstudio.ai | 1970-01-01T00:00:00 | 0 | {} | 1qpj0i1 | false | null | t3_1qpj0i1 | /r/LocalLLaMA/comments/1qpj0i1/introducing_lm_studio_040/ | false | false | default | 135 | {'enabled': False, 'images': [{'id': 'ONJ57JrCEXk7COEJSakptLDGIozjYb7vtKbjnKraCHs', 'resolutions': [{'height': 62, 'url': 'https://external-preview.redd.it/ONJ57JrCEXk7COEJSakptLDGIozjYb7vtKbjnKraCHs.png?width=108&crop=smart&auto=webp&s=600f0d6c57b5c14d44aa789c3fb4ad88d9b36e53', 'width': 108}, {'height': 125, 'url': 'h... |
Overwhelmed trying to replace APIs, suggestions where to start? | 0 | I’m not trying to ask how to replace Claude code, but rather how to troubleshoot. I’ve got a good system going telling APIs how to help with my coding projects, but switching to local has been a disappointment. I know I’m doing something wrong but it’s become overwhelming trying to figure out how to get the basics goin... | 2026-01-28T18:04:01 | https://www.reddit.com/r/LocalLLaMA/comments/1qpiw8q/overwhelmed_trying_to_replace_apis_suggestions/ | cniinc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpiw8q | false | null | t3_1qpiw8q | /r/LocalLLaMA/comments/1qpiw8q/overwhelmed_trying_to_replace_apis_suggestions/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'nATt2JFuTGqsmzmgq0loBX3PKLI-foNIrURqpfWlXz4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/nATt2JFuTGqsmzmgq0loBX3PKLI-foNIrURqpfWlXz4.png?width=108&crop=smart&auto=webp&s=f9a672e7497ccba688a80a1e48ab7e6c4d3f033f', 'width': 108}, {'height': 116, 'url': 'h... |
[R] Open-sourcing an unfinished research project: A Self-Organizing, Graph-Based Alternative to Transformers (Looking for feedback or continuation) | 8 | Hi everyone,
I'm sharing a research project I worked on over a long period but had to pause due to personal reasons. Rather than letting it sit idle, I wanted to open it up to the community either for technical feedback, critique, or for anyone interested in continuing or experimenting with it.
The main project is ca... | 2026-01-28T17:58:44 | https://www.reddit.com/r/LocalLLaMA/comments/1qpiqho/r_opensourcing_an_unfinished_research_project_a/ | WriedGuy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpiqho | false | null | t3_1qpiqho | /r/LocalLLaMA/comments/1qpiqho/r_opensourcing_an_unfinished_research_project_a/ | false | false | self | 8 | {'enabled': False, 'images': [{'id': '2fVyMlK_6ub7j9yL9TPBZt5OlXJfLSRkNUsMIMCbbsU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2fVyMlK_6ub7j9yL9TPBZt5OlXJfLSRkNUsMIMCbbsU.png?width=108&crop=smart&auto=webp&s=ea3839729912b320eb8caedecbc065e979dd2a57', 'width': 108}, {'height': 108, 'url': 'h... |
Your agents don’t have an intelligence problem, they have a context problem. I built Drift (Open Source) to fix that. | 0 | Hi everyone!
Drift has surpassed 3,000 rpm downloads, 350+ stars and 500 clones in the last 7 days…I’m blown away and just wanna say THANK YOU
Lets jump into V1 of Drift BenchMarks vs Baseline grep/file search
We tested this on 8 different prompts of different complexity levels to have the agent explore the tool cal... | 2026-01-28T17:52:38 | https://v.redd.it/yx6vb640p4gg1 | Fluffy_Citron3547 | /r/LocalLLaMA/comments/1qpijco/your_agents_dont_have_an_intelligence_problem/ | 1970-01-01T00:00:00 | 0 | {} | 1qpijco | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/yx6vb640p4gg1/DASHPlaylist.mpd?a=1772344364%2CZDIwOGM0ZWQyOWU4N2Q4ZTUyZDg0MzlmODRjNGJmZDczZmQwODA3ZGFjMGQzOGRiYjdjMGRiNTc3ZTcwOWVmYQ%3D%3D&v=1&f=sd', 'duration': 205, 'fallback_url': 'https://v.redd.it/yx6vb640p4gg1/CMAF_1080.mp4?source=fallback', '... | t3_1qpijco | /r/LocalLLaMA/comments/1qpijco/your_agents_dont_have_an_intelligence_problem/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'amt2a3V3MjBwNGdnMaPwpg2N9QNbfGHWtpi7ri0iXLXlU2u3nK_trA52WUXa', 'resolutions': [{'height': 74, 'url': 'https://external-preview.redd.it/amt2a3V3MjBwNGdnMaPwpg2N9QNbfGHWtpi7ri0iXLXlU2u3nK_trA52WUXa.png?width=108&crop=smart&format=pjpg&auto=webp&s=f96bc9ccf8aef30fea1928c76068661105b73... | |
Your agents don’t have an intelligence problem, they have a context problem. I built Drift (Open Source) to fix that | 1 | Hi everyone!
Drift has surpassed 3,000 rpm downloads, 350+ stars and 500 clones in the last 7 days…I’m blown away and just wanna say THANK YOU
Lets jump into V1 of Drift BenchMarks vs Baseline grep/file search
We tested this on 8 different prompts of different complexity levels to have the agent explore the tool cal... | 2026-01-28T17:45:49 | https://v.redd.it/702vqnasn4gg1 | Fluffy_Citron3547 | /r/LocalLLaMA/comments/1qpic8a/your_agents_dont_have_an_intelligence_problem/ | 1970-01-01T00:00:00 | 0 | {} | 1qpic8a | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/702vqnasn4gg1/DASHPlaylist.mpd?a=1772343959%2CMWQwYzRkMmExZDk5OTU1MzA3NzNmMzFjMjYxMDhhOWU2Zjk4ODlkMWI5NTZjMDMwNTNlMDE0Njg3ZWYxY2UxOQ%3D%3D&v=1&f=sd', 'duration': 205, 'fallback_url': 'https://v.redd.it/702vqnasn4gg1/CMAF_1080.mp4?source=fallback', '... | t3_1qpic8a | /r/LocalLLaMA/comments/1qpic8a/your_agents_dont_have_an_intelligence_problem/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'cWVlOW02OXNuNGdnMaPwpg2N9QNbfGHWtpi7ri0iXLXlU2u3nK_trA52WUXa', 'resolutions': [{'height': 74, 'url': 'https://external-preview.redd.it/cWVlOW02OXNuNGdnMaPwpg2N9QNbfGHWtpi7ri0iXLXlU2u3nK_trA52WUXa.png?width=108&crop=smart&format=pjpg&auto=webp&s=b142ce41736ea1726e24b5cd5e6a916998648... | |
meituan-longcat/LongCat-Flash-Lite | 100 | 2026-01-28T17:42:14 | https://huggingface.co/meituan-longcat/LongCat-Flash-Lite | windows_error23 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qpi8d4 | false | null | t3_1qpi8d4 | /r/LocalLLaMA/comments/1qpi8d4/meituanlongcatlongcatflashlite/ | false | false | default | 100 | {'enabled': False, 'images': [{'id': 'SP0mBN3iaWZga0fzz80Atyk8zYq_GP0yB1tyV6wtLlw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/SP0mBN3iaWZga0fzz80Atyk8zYq_GP0yB1tyV6wtLlw.png?width=108&crop=smart&auto=webp&s=a5fa473d0451230c3b342b571675c2be6a3f228f', 'width': 108}, {'height': 116, 'url': 'h... | |
Local vibe coding tools? | 1 | I have got to a point where I have developed the backend and now I am doing the frontend, but doing the frontend is a tedious thing. I wrote some frontend code that I wish the AI could look at and write more code implementing the frontend based on the code I already wrote. Of couse I want everything to run locally on m... | 2026-01-28T17:34:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qpi01f/local_vibe_coding_tools/ | WizardlyBump17 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpi01f | false | null | t3_1qpi01f | /r/LocalLLaMA/comments/1qpi01f/local_vibe_coding_tools/ | false | false | self | 1 | null |
[Release] BitMamba-2-1B: I trained a 1.58-bit Mamba-2 model from scratch on 150B tokens (Runs on CPU @ 50+ tok/s) | 108 | Hey everyone!
I’ve been working on scaling efficient architectures and just released **BitMamba-2**, a hybrid model combining **Mamba-2 SSM with BitNet 1.58-bit quantization.**
The goal was to prove that ternary scaling laws hold up even for SSMs, and to enable decent inference on legacy hardware/edge devices without... | 2026-01-28T17:19:36 | https://www.reddit.com/r/LocalLLaMA/comments/1qphkd8/release_bitmamba21b_i_trained_a_158bit_mamba2/ | Positive-Violinist90 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qphkd8 | false | null | t3_1qphkd8 | /r/LocalLLaMA/comments/1qphkd8/release_bitmamba21b_i_trained_a_158bit_mamba2/ | false | false | self | 108 | null |
MiMo V2 Flash & Kimi K2.5: How Chinese Models Are Democratizing AI | 11 | For years, the AI narrative has been simple: OpenAI, Google, and Anthropic build the best models, everyone else catches up. You pay premium API prices, accept their terms, and hope your data stays private.
That narrative is breaking down. Fast.
In the past few weeks, two Chinese labs dropped open-weight models that r... | 2026-01-28T16:52:06 | https://onllm.dev/blog/2-mimo-v2-flash-kimi-k25-democratizing | prakersh | onllm.dev | 1970-01-01T00:00:00 | 0 | {} | 1qpgrlg | false | null | t3_1qpgrlg | /r/LocalLLaMA/comments/1qpgrlg/mimo_v2_flash_kimi_k25_how_chinese_models_are/ | false | false | default | 11 | null |
Which Local model is best for Clawdebot in a low end laptop ;( | 0 | specifications-
Nvidia geforce gtx
ryzen 5 5000 series
512 gb SSD | 2026-01-28T16:33:17 | https://www.reddit.com/r/LocalLLaMA/comments/1qpg8as/which_local_model_is_best_for_clawdebot_in_a_low/ | No-Mess-8224 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpg8as | false | null | t3_1qpg8as | /r/LocalLLaMA/comments/1qpg8as/which_local_model_is_best_for_clawdebot_in_a_low/ | false | false | self | 0 | null |
The Mystery of Position 193: I Found a Weird Outlier in Gemma 3's Vision Tokens 🔍 | 22 | This is a follow-up to my [previous post](https://www.reddit.com/r/LocalLLaMA/comments/1ompw8z/vision_language_i_decoded_vlm_tokens_to_see_what/) about unembedding VLM image tokens ("Vision = Language: I Decoded VLM Tokens to See What AI 'Sees' 🔬"). I've been digging deeper into how Gemma 3 uses its 256 image token "b... | 2026-01-28T16:30:00 | https://www.reddit.com/r/LocalLLaMA/comments/1qpg4ty/the_mystery_of_position_193_i_found_a_weird/ | ComputeVoid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpg4ty | false | null | t3_1qpg4ty | /r/LocalLLaMA/comments/1qpg4ty/the_mystery_of_position_193_i_found_a_weird/ | false | false | 22 | null | |
Convert Charts & Tables to Knowledge Graphs in Minutes | Vision RAG Tuto... | 1 | Struggling to extract data from complex charts and tables? Stop relying on broken OCR. In this video, I reveal how to use Vision-Native RAG to turn messy PDFs into structured Knowledge Graphs using Llama 3.2 Vision.
Traditional RAG pipelines fail when they meet complex tables or charts. Optical Character Recogniti... | 2026-01-28T16:26:14 | https://youtube.com/watch?v=8fz8RWgL04Y&si=MduDYnb__kK9bGIp | BitterHouse8234 | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1qpg0zh | false | {'oembed': {'author_name': 'BIBIN PRATHAP', 'author_url': 'https://www.youtube.com/@bibinprathap8175', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/8fz8RWgL04Y?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; g... | t3_1qpg0zh | /r/LocalLLaMA/comments/1qpg0zh/convert_charts_tables_to_knowledge_graphs_in/ | false | false | default | 1 | {'enabled': False, 'images': [{'id': '6cl2A2vb4grCUIrIh5_PxwsH1sahuR7Bqn3coaCJMj8', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/6cl2A2vb4grCUIrIh5_PxwsH1sahuR7Bqn3coaCJMj8.jpeg?width=108&crop=smart&auto=webp&s=e5d1e0a46b327a71caf0d79ea60849d7006a3377', 'width': 108}, {'height': 162, 'url': '... |
Run Kimi K2.5 Locally | 412 | Kimi-K2.5 achieves SOTA performance in vision, coding, agentic and chat tasks.
The 1T parameter hybrid reasoning model requires 600GB of disk space, while the quantized **Unsloth Dynamic 1.8-bit** version reduces this to **240GB (-60% size).**
**Model:** [**Kimi-K2.5-GGUF**](https://huggingface.co/unsloth/Kimi-K2.5-... | 2026-01-28T16:17:45 | Dear-Success-1441 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpfse6 | false | null | t3_1qpfse6 | /r/LocalLLaMA/comments/1qpfse6/run_kimi_k25_locally/ | false | false | default | 412 | {'enabled': True, 'images': [{'id': 'rxqfj5os74gg1', 'resolutions': [{'height': 116, 'url': 'https://preview.redd.it/rxqfj5os74gg1.jpeg?width=108&crop=smart&auto=webp&s=c21489c6035eea0189beda8a7deece5917780c37', 'width': 108}, {'height': 232, 'url': 'https://preview.redd.it/rxqfj5os74gg1.jpeg?width=216&crop=smart&auto=... | |
ReAct agents vs Function Calling: when does each pattern actually make sense in production? | 0 | After 6 months building a production job-application agent, here's what I've learned about when to use ReAct-style planning vs plain function calling:
\## Function Calling = Your Default
For any workflow where the steps are predictable:
\- Parse job description → classify company segment (B2B/B2C) → generate tailore... | 2026-01-28T16:16:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qpfr0c/react_agents_vs_function_calling_when_does_each/ | KitchenSomew | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpfr0c | false | null | t3_1qpfr0c | /r/LocalLLaMA/comments/1qpfr0c/react_agents_vs_function_calling_when_does_each/ | false | false | self | 0 | null |
South Korea's SK Hynix to establish a special ‘AI Company’ in the U.S. | 0 | 2026-01-28T16:11:29 | https://www.cnbc.com/2026/01/28/sk-hynix-ai-company-us.html | self-fix | cnbc.com | 1970-01-01T00:00:00 | 0 | {} | 1qpflx7 | false | null | t3_1qpflx7 | /r/LocalLLaMA/comments/1qpflx7/south_koreas_sk_hynix_to_establish_a_special_ai/ | false | false | default | 0 | null | |
Korea to allow companies to freely use government-owned works to train AI | 16 | 2026-01-28T16:05:25 | https://koreajoongangdaily.joins.com/news/2026-01-28/business/tech/Korea-to-allow-companies-to-freely-use-governmentowned-works-to-train-AI/2510756 | self-fix | koreajoongangdaily.joins.com | 1970-01-01T00:00:00 | 0 | {} | 1qpffuf | false | null | t3_1qpffuf | /r/LocalLLaMA/comments/1qpffuf/korea_to_allow_companies_to_freely_use/ | false | false | default | 16 | {'enabled': False, 'images': [{'id': 'PA1mjIPPUx8N5cvBSwSlowNfj_bf9v1FbsLvKDLIWLQ', 'resolutions': [{'height': 75, 'url': 'https://external-preview.redd.it/PA1mjIPPUx8N5cvBSwSlowNfj_bf9v1FbsLvKDLIWLQ.jpeg?width=108&crop=smart&auto=webp&s=691bb764b951088541117fdf8cd2f40ca2f1168f', 'width': 108}, {'height': 150, 'url': '... | |
I built a WebGPU deep learning framework from scratch to run Qwen3 & Whisper completely in the browser (PyTorch-aligned, Zero Python, pure js without onnxruntime) | 1 | [removed] | 2026-01-28T15:58:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qpf80k/i_built_a_webgpu_deep_learning_framework_from/ | HotKaleidoscope9154 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpf80k | false | null | t3_1qpf80k | /r/LocalLLaMA/comments/1qpf80k/i_built_a_webgpu_deep_learning_framework_from/ | false | false | self | 1 | null |
Universal DeepSeek OCR 2: CPU, MPS, CUDA Support | 8 | DeepSeek OCR 2 is out, but it only supports CUDA out of the box. Thus, I've updated it to run on CPU & MPS as well, so you can run it locally on your laptop or mac.
Sample code is also available at: [https://github.com/Dogacel/Universal-DeepSeek-OCR-2](https://github.com/Dogacel/Universal-DeepSeek-OCR-2) | 2026-01-28T15:57:29 | https://huggingface.co/Dogacel/Universal-DeepSeek-OCR-2/ | Dogacel | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qpf7f8 | false | null | t3_1qpf7f8 | /r/LocalLLaMA/comments/1qpf7f8/universal_deepseek_ocr_2_cpu_mps_cuda_support/ | false | false | default | 8 | {'enabled': False, 'images': [{'id': 'SBRAaLNmL_q-arTsMz5JUDwYiSYhc7xi6pm2IqhuNUE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/SBRAaLNmL_q-arTsMz5JUDwYiSYhc7xi6pm2IqhuNUE.png?width=108&crop=smart&auto=webp&s=669c2194a9ac9a499e99685d7d39cb902b8896e6', 'width': 108}, {'height': 116, 'url': 'h... |
SK hynix wins over two-thirds of Nvidia's HBM orders for AI platform this year | 0 | What does it mean? Well one thing looks certain: We won't get affordable memory for quite a while. | 2026-01-28T15:57:15 | https://en.yna.co.kr/view/AEN20260128002800320 | Zyj | en.yna.co.kr | 1970-01-01T00:00:00 | 0 | {} | 1qpf75x | false | null | t3_1qpf75x | /r/LocalLLaMA/comments/1qpf75x/sk_hynix_wins_over_twothirds_of_nvidias_hbm/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'FVDSqbf4aOuqY4rDU2XnfX3vFelQscgyOq59aWkanVc', 'resolutions': [{'height': 78, 'url': 'https://external-preview.redd.it/FVDSqbf4aOuqY4rDU2XnfX3vFelQscgyOq59aWkanVc.jpeg?width=108&crop=smart&auto=webp&s=49f92089473291758b109905dcddd6f4ef388f41', 'width': 108}, {'height': 157, 'url': '... |
2018 vs 2026 reality check | 0 | 2026-01-28T15:55:12 | Academic-Local-7530 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpf50w | false | null | t3_1qpf50w | /r/LocalLLaMA/comments/1qpf50w/2018_vs_2026_reality_check/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'oaudjody34gg1', 'resolutions': [{'height': 101, 'url': 'https://preview.redd.it/oaudjody34gg1.png?width=108&crop=smart&auto=webp&s=7692538c430dcfe0df892ef1375ddcdc5ddc11df', 'width': 108}, {'height': 202, 'url': 'https://preview.redd.it/oaudjody34gg1.png?width=216&crop=smart&auto=we... | ||
nosy: CLI to summarize various types of content | 2 | I’m the author of **nosy**. I’m posting for feedback/discussion, not as a link drop.
I often want a repeatable way to turn “a URL or file” into clean text and then a summary, regardless of format. So I built a small CLI that:
* Accepts **URLs or local files**
* Fetches via **HTTP GET** or **headless browser** (for pa... | 2026-01-28T15:53:52 | https://github.com/ynqa/nosy | aqny | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qpf3np | false | null | t3_1qpf3np | /r/LocalLLaMA/comments/1qpf3np/nosy_cli_to_summarize_various_types_of_content/ | false | false | default | 2 | {'enabled': False, 'images': [{'id': 'rA9Q1S4OYwKSmxu6XBJuFnEJwIjr2YX_5W2NY7LTjLs', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rA9Q1S4OYwKSmxu6XBJuFnEJwIjr2YX_5W2NY7LTjLs.png?width=108&crop=smart&auto=webp&s=16f5ec549ee64960b8cc799241e5c99db99a891c', 'width': 108}, {'height': 108, 'url': 'h... |
2018 vs 2026 Humour | 1 | 2026-01-28T15:50:08 | Academic-Local-7530 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpf007 | false | null | t3_1qpf007 | /r/LocalLLaMA/comments/1qpf007/2018_vs_2026_humour/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'lgxjb0r434gg1', 'resolutions': [{'height': 101, 'url': 'https://preview.redd.it/lgxjb0r434gg1.png?width=108&crop=smart&auto=webp&s=bfbca2724e78814f728896ee15671955f5689500', 'width': 108}, {'height': 202, 'url': 'https://preview.redd.it/lgxjb0r434gg1.png?width=216&crop=smart&auto=we... | ||
mistral.rs 0.7.0: New CLI with built-in UI, auto-quantization tuner, configuration files, MCP server, and tons of new models | 12 | Hey everyone! Just released [mistral.rs](http://mistral.rs) v0.7.0, and it is the biggest update yet.
GitHub: [https://github.com/EricLBuehler/mistral.rs](https://github.com/EricLBuehler/mistral.rs)
Docs: [https://ericlbuehler.github.io/mistral.rs/](https://ericlbuehler.github.io/mistral.rs/)
Here are the highlights... | 2026-01-28T15:48:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qpexx4/mistralrs_070_new_cli_with_builtin_ui/ | EricBuehler | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpexx4 | false | null | t3_1qpexx4 | /r/LocalLLaMA/comments/1qpexx4/mistralrs_070_new_cli_with_builtin_ui/ | false | false | self | 12 | null |
AMA With Kimi, The Open-source Frontier Lab Behind Kimi K2.5 Model | 244 | Hi [r/LocalLLaMA](https://www.reddit.com/r/LocalLLaMA/)
Today we are having **Kimi**, the research lab behind the **Kimi** **K2.5**. We’re excited to have them open up and answer your questions directly.
Our participants today:
* [u/ComfortableAsk4494](https://www.reddit.com/user/ComfortableAsk4494/)
* [u/zxytim](ht... | 2026-01-28T15:46:40 | https://www.reddit.com/r/LocalLLaMA/comments/1qpewj7/ama_with_kimi_the_opensource_frontier_lab_behind/ | nekofneko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpewj7 | false | null | t3_1qpewj7 | /r/LocalLLaMA/comments/1qpewj7/ama_with_kimi_the_opensource_frontier_lab_behind/ | false | true | self | 244 | null |
Caching embedding outputs made my codebase indexing 7.6x faster - Part 2 | 1 | More details on a demo video I shared recently here -
[https://www.reddit.com/r/LocalLLaMA/comments/1qp7vl7/caching\_embedding\_outputs\_made\_my\_codebase/](https://www.reddit.com/r/LocalLLaMA/comments/1qp7vl7/caching_embedding_outputs_made_my_codebase/)
I spent the last week accidentally convincing myself that ca... | 2026-01-28T15:32:57 | https://v.redd.it/fd3owfxiz3gg1 | Emergency_Fuel_2988 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpej60 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/fd3owfxiz3gg1/DASHPlaylist.mpd?a=1772206394%2CODFmODIyOWVkZDY3MmU2ZTVmZDllZmM0MGY3ZmMxNDgwY2E2MmQ5YTFhMTBhODhjMWI1NzlmNzNmZTljNWYzMw%3D%3D&v=1&f=sd', 'duration': 144, 'fallback_url': 'https://v.redd.it/fd3owfxiz3gg1/CMAF_720.mp4?source=fallback', 'h... | t3_1qpej60 | /r/LocalLLaMA/comments/1qpej60/caching_embedding_outputs_made_my_codebase/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'MGNmdGVoMWp6M2dnMRfUtc9ieZvVElseim3ja2I4SOalP4eaNdEaZKie4W7I', 'resolutions': [{'height': 121, 'url': 'https://external-preview.redd.it/MGNmdGVoMWp6M2dnMRfUtc9ieZvVElseim3ja2I4SOalP4eaNdEaZKie4W7I.png?width=108&crop=smart&format=pjpg&auto=webp&s=44bf0f1ab4ee2a2b91838067f47cdbf21cfb... | |
Has anyone set up local LLM + Vertex AI Search? | 3 | I think one of the big features Gemini has is its grounding with Google feature. While I think having a local tool do the searching would be nice, I don't think there is currently a usable decentralized database of web contents that can be easily used.
As far as I understand, Vertex AI Search is basically the groundin... | 2026-01-28T15:28:51 | https://www.reddit.com/r/LocalLLaMA/comments/1qpef76/has_anyone_set_up_local_llm_vertex_ai_search/ | pneuny | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpef76 | false | null | t3_1qpef76 | /r/LocalLLaMA/comments/1qpef76/has_anyone_set_up_local_llm_vertex_ai_search/ | false | false | self | 3 | null |
I built a self-hosted API server for Android automation using LLMs | 0 | Wanted to automate my Android phone with natural language commands, so I built a Docker-based HTTP API server that wraps https://github.com/droidrun/droidrun.
What it does:
\- Send a goal like "open WhatsApp and message Mom" via API
\- Server queues the task and uses an LLM to figure out the steps
\- Supp... | 2026-01-28T15:19:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qpe6mg/i_built_a_selfhosted_api_server_for_android/ | 8ffChief | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpe6mg | false | null | t3_1qpe6mg | /r/LocalLLaMA/comments/1qpe6mg/i_built_a_selfhosted_api_server_for_android/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'gQ8ITyG-fXfyOpaE7llXg5ExCPJ0k88LykjSZSy5g9Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gQ8ITyG-fXfyOpaE7llXg5ExCPJ0k88LykjSZSy5g9Y.png?width=108&crop=smart&auto=webp&s=2a6dbf6530318c61430917e5cbf9a06aee6d0513', 'width': 108}, {'height': 108, 'url': 'h... |
Does anyone want to combine forces to run local SOTA models? | 7 | Hello all,
I am long time enterprise IT/datacenter guy, and I have free reign of a datacenter facility here in Ohio. (and free power too, shhh) Ive been doing alot of genAI and MLOps/InferenceOps stuff over the last few years, and over this time I have accumulated a hodge podge of GPUs and high end servers - but I... | 2026-01-28T15:16:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qpe2zk/does_anyone_want_to_combine_forces_to_run_local/ | ahgroseclose | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpe2zk | false | null | t3_1qpe2zk | /r/LocalLLaMA/comments/1qpe2zk/does_anyone_want_to_combine_forces_to_run_local/ | false | false | self | 7 | null |
FASHN VTON v1.5: Apache-2.0 virtual try-on model, runs on consumer GPUs (~8GB VRAM), ~1B params | 79 | We just open-sourced FASHN VTON v1.5, a virtual try-on model that generates photorealistic images of people wearing garments. We've been running this as a production API for the past year, and now we're releasing the weights and inference code under Apache-2.0.
# Why we're releasing this
Most open-source VTON models ... | 2026-01-28T14:59:46 | https://v.redd.it/x689lnt0t3gg1 | JYP_Scouter | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpdn1t | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/x689lnt0t3gg1/DASHPlaylist.mpd?a=1772204405%2CY2ExYjFjNjViMWFhMWY2NGQ4M2E1ZTgxMzE1Mjk5ZDEzMjc0YzVmMzc5NGEzYmJlOGYwNGRkNDA1ZWE0MTIyZQ%3D%3D&v=1&f=sd', 'duration': 37, 'fallback_url': 'https://v.redd.it/x689lnt0t3gg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qpdn1t | /r/LocalLLaMA/comments/1qpdn1t/fashn_vton_v15_apache20_virtual_tryon_model_runs/ | false | false | 79 | {'enabled': False, 'images': [{'id': 'dzB2eTU3dTB0M2dnMQAcCp4XjN-WlzBmxKbhH4j6EHXSl-nuFCETM3brGZzN', 'resolutions': [{'height': 52, 'url': 'https://external-preview.redd.it/dzB2eTU3dTB0M2dnMQAcCp4XjN-WlzBmxKbhH4j6EHXSl-nuFCETM3brGZzN.png?width=108&crop=smart&format=pjpg&auto=webp&s=d8e8b6c6c8c688ee0c94d58a6151648ff45c8... | |
Backup those models, because of calls for regulations | 92 | [‘Humanity needs to wake up’ to AI threats, Anthropic CEO says](https://www.euronews.com/next/2026/01/28/humanity-needs-to-wake-up-to-ai-threats-anthropic-ceo-says)
\> Dario Amodei, the CEO of Anthropic, says that humanity needs to regulate the use of AI,… | 2026-01-28T14:50:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qpde5g/backup_those_models_because_of_calls_for/ | ProfessionalSpend589 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpde5g | false | null | t3_1qpde5g | /r/LocalLLaMA/comments/1qpde5g/backup_those_models_because_of_calls_for/ | false | false | self | 92 | null |
1TB Modl into a Single H200 | 2 | 2026-01-28T14:46:38 | https://lmsys.org/blog/2026-01-26-int4-qat/?utm_source=tldrai | westsunset | lmsys.org | 1970-01-01T00:00:00 | 0 | {} | 1qpdax9 | false | null | t3_1qpdax9 | /r/LocalLLaMA/comments/1qpdax9/1tb_modl_into_a_single_h200/ | false | false | default | 2 | null | |
My workflow using Gemini pro (for images) Grok & Qwen to "Direct" AI Video trailers (16k views on r/aivideo) 0 Budget 100% free | 0 | I recently posted a concept trailer for *Aegon's Conquest* that did well on r/aivideo. I wanted to share how I used LLMs to maintain visual consistency, which is usually the hardest part of AI video.
**The Problem:** Directing "action" (like dragon fire) usually results in hallucinations. **The Fix:** I used gemini to... | 2026-01-28T14:44:15 | https://v.redd.it/9t3y0xivq3gg1 | Nihal_raj30 | /r/LocalLLaMA/comments/1qpd8nx/my_workflow_using_gemini_pro_for_images_grok_qwen/ | 1970-01-01T00:00:00 | 0 | {} | 1qpd8nx | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/9t3y0xivq3gg1/DASHPlaylist.mpd?a=1772333065%2CZjIzNWVjMzgxYWI2MjY5M2EwZDI0YjM4MGVlNmM3ZmQ5YjUyZWZmMjI2MWNjYmNiYmVlMjI2OTYwYWIzYWVkMw%3D%3D&v=1&f=sd', 'duration': 63, 'fallback_url': 'https://v.redd.it/9t3y0xivq3gg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qpd8nx | /r/LocalLLaMA/comments/1qpd8nx/my_workflow_using_gemini_pro_for_images_grok_qwen/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'aWhhbXduanZxM2dnMQX3kf7r19YxLYlxr8gwPM4kJm-St5nylm8BKME-L469', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/aWhhbXduanZxM2dnMQX3kf7r19YxLYlxr8gwPM4kJm-St5nylm8BKME-L469.png?width=108&crop=smart&format=pjpg&auto=webp&s=7ee7a77813e0a895541e6f4f715d8c9c0de67... | |
SudoAgent - Self-hosted authorization and audit logging for AI agents | 1 | Running AI agents that can modify your self-hosted infrastructure? You probably want authorization + audit trails.
SudoAgent is an open-source library (Apache 2.0) that wraps agent tool calls with:
* Policy enforcement (allow/deny/approve)
* Approval workflows
* Tamper-evident ledger (JSONL or SQLite)
* Verification ... | 2026-01-28T14:38:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qpd3hc/sudoagent_selfhosted_authorization_and_audit/ | No_Loan5230 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpd3hc | false | null | t3_1qpd3hc | /r/LocalLLaMA/comments/1qpd3hc/sudoagent_selfhosted_authorization_and_audit/ | false | false | self | 1 | null |
Help setting up local AI | 1 | Hey there! I'm using a 96GB Laptop with 8TB SSD space (WD\_BLACK SN850X), paired with an Nvidia 5070 Laptop GPU and AMD Ryzen AI 9 HX370 CPU.
I want to set up a local AI to help out with coding and event-driven state handling (logic debugging, basically), and I've been doing a lot of research to see what I could use.... | 2026-01-28T14:31:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qpcwnd/help_setting_up_local_ai/ | MobTalon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpcwnd | false | null | t3_1qpcwnd | /r/LocalLLaMA/comments/1qpcwnd/help_setting_up_local_ai/ | false | false | self | 1 | null |
Mac mini for work | 1 | I'm curious if anyone is using a local llm server in their workplace. Our dev team manager is wanting to purchase a machine that we all use for development.
The twist is our CIO has approved licenses for github copilot (Pro).
Can anyone justify building, maintaining and using a local llm server over a paid copilot ... | 2026-01-28T14:24:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qpcqv0/mac_mini_for_work/ | ngless13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpcqv0 | false | null | t3_1qpcqv0 | /r/LocalLLaMA/comments/1qpcqv0/mac_mini_for_work/ | false | false | self | 1 | null |
Self hosted Kimi K2.5 (no content) issue | 9 | Hey guys,
I am hosting Kimi K2.5 on 8x H200 node.
I am able to get really nice speed and output. but I am having following issues :
1. Observing `(no content)` in response from the model randomly in between text, reasoning and in tool calls when running the model with vllm. Observed similar behavior while... | 2026-01-28T14:11:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qpce5w/self_hosted_kimi_k25_no_content_issue/ | pratiknarola | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpce5w | false | null | t3_1qpce5w | /r/LocalLLaMA/comments/1qpce5w/self_hosted_kimi_k25_no_content_issue/ | false | false | self | 9 | null |
Should data centers be required to include emergency shutdown mechanisms as we have with nuclear power plants? | 30 | 2026-01-28T14:10:43 | https://v.redd.it/xvo60r3cl3gg1 | FinnFarrow | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qpcdjg | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/xvo60r3cl3gg1/DASHPlaylist.mpd?a=1772201459%2CZjk5MzA3YjE0YWZmNmMxZGZhYTJlZjJlMGIzYjFlMTRiYTA2ZTNiMDllNDZkMmRkNDYxY2EwYzFhYzA0ZDhmNQ%3D%3D&v=1&f=sd', 'duration': 19, 'fallback_url': 'https://v.redd.it/xvo60r3cl3gg1/CMAF_720.mp4?source=fallback', 'ha... | t3_1qpcdjg | /r/LocalLLaMA/comments/1qpcdjg/should_data_centers_be_required_to_include/ | false | false | 30 | {'enabled': False, 'images': [{'id': 'dnQ2eHBuOWNsM2dnMbsCN6d3L6_HXnnRFCSSTAWqyWY23lOHKBvxCRMllsYF', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/dnQ2eHBuOWNsM2dnMbsCN6d3L6_HXnnRFCSSTAWqyWY23lOHKBvxCRMllsYF.png?width=108&crop=smart&format=pjpg&auto=webp&s=fff4f4e94ffebb9f493d403d18f93af8519f... | ||
Made WebLLM downloads resumable - connection dies at 80%, picks up from 80% | 0 | Running Phi-3-mini in the browser via WebLLM. Works great until you're 1.8GB into a 2.3GB download and your connection hiccups. Back to zero.
Browsers just don't have resumable verified downloads. So I built it.
Chunks get verified and saved as they download. Connection drops? Page refresh? Close laptop? Resumes from... | 2026-01-28T14:07:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qpcag4/made_webllm_downloads_resumable_connection_dies/ | aginext | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpcag4 | false | null | t3_1qpcag4 | /r/LocalLLaMA/comments/1qpcag4/made_webllm_downloads_resumable_connection_dies/ | false | false | self | 0 | null |
LM Studio cloud models client | 1 | Hey guys, as a big fan of local inference, I constantly had to run two separate apps.
One for local inference which is LM Studio (Ollama sometimes) and a cloud client like Jan or Apollo.
And while I like both of them, I always wondered how can I use LM Studio to handle local and cloud simultaneously. It's l... | 2026-01-28T14:04:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qpc7nk/lm_studio_cloud_models_client/ | gdmkaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpc7nk | false | null | t3_1qpc7nk | /r/LocalLLaMA/comments/1qpc7nk/lm_studio_cloud_models_client/ | false | false | 1 | null | |
What does Gemini know about you? | 0 | [What LLMs know about you](https://preview.redd.it/bj0j1je3k3gg1.png?width=1080&format=png&auto=webp&s=1adf3c15bc14a88af56ecde0e142dd5376e25ead)
I built a workflow to test what Gemini "knows" about people without giving it any context or tools.
I tested myself and all major AI models:
* ChatGPT: Declined (privacy gu... | 2026-01-28T14:03:53 | https://www.reddit.com/r/LocalLLaMA/comments/1qpc7eh/what_does_gemini_know_about_you/ | jannemansonh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpc7eh | false | null | t3_1qpc7eh | /r/LocalLLaMA/comments/1qpc7eh/what_does_gemini_know_about_you/ | false | false | 0 | null | |
Multi-stream constraint failure in Gemini Pro (Logic vs. Creativity) | 0 | I’m hitting a consistent bug where Gemini Pro fails at symbolic logic.
In a 4-part SATB music task, the model cannot maintain "Parallel Check" constraints.
It can handle the "creative" side (choosing chords), but it fails the "mathematical" side (checking for illegal parallel movements between independent streams).... | 2026-01-28T13:41:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qpbnwt/multistream_constraint_failure_in_gemini_pro/ | Putrid_Draft378 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpbnwt | false | null | t3_1qpbnwt | /r/LocalLLaMA/comments/1qpbnwt/multistream_constraint_failure_in_gemini_pro/ | false | false | self | 0 | null |
[R] Pushing Llama 3.1 8B further: My experiments with 800k specialized tokens and the impact of Context Length | 1 | Hi everyone,
I’ve spent the last few weeks running different training tests on Llama 3.1 8B Instruct, and I wanted to share a specific "checkpoint" (I call it Model E) that feels like a real success.
I should start by saying **I’m not a coder or a specialist in this field.** I’m an enthusiast who spends a lot of time... | 2026-01-28T13:40:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qpbn1a/r_pushing_llama_31_8b_further_my_experiments_with/ | AlexHardy08 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qpbn1a | false | null | t3_1qpbn1a | /r/LocalLLaMA/comments/1qpbn1a/r_pushing_llama_31_8b_further_my_experiments_with/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'SHXx0N5aMKhjJWvRkml5hywpOdSZCssG6CTpdPOlGH4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/SHXx0N5aMKhjJWvRkml5hywpOdSZCssG6CTpdPOlGH4.png?width=108&crop=smart&auto=webp&s=e44e70bd903328d6e1a2bbd9ef0d00258f4047e8', 'width': 108}, {'height': 116, 'url': 'h... |
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