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State of AI in 2026: LLMs, Coding, Scaling Laws, China, Agents, GPUs, AGI | Lex Fridman Podcast #490 | 0 | 2026-02-01T13:54:03 | https://www.youtube.com/watch?v=EV7WhVT270Q | EverythingIsFnTaken | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1qsz1p3 | false | {'oembed': {'author_name': 'Lex Fridman', 'author_url': 'https://www.youtube.com/@lexfridman', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/EV7WhVT270Q?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope... | t3_1qsz1p3 | /r/LocalLLaMA/comments/1qsz1p3/state_of_ai_in_2026_llms_coding_scaling_laws/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': '8eEVlMA9SaLrQ96O3yRZJzXK1oUdfsSfck0S_OtKU7s', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/8eEVlMA9SaLrQ96O3yRZJzXK1oUdfsSfck0S_OtKU7s.jpeg?width=108&crop=smart&auto=webp&s=2020b9fb6a136df98fb0a6ecd444b6d6da0bc3ba', 'width': 108}, {'height': 162, 'url': '... | |
"Tired of AI losing its train of thought? I built the Lattice Protocol to give LLMs a version-controlled reasoning state machine." | 0 | Most AI apps treat reasoning as a flat chat transcript. This is a mess for complex tasks because the LLM eventually loses the "thread" or contradicts itself (contextual decay).
I’ve open-sourced the Lattice Protocol. It’s a model-agnostic standard that treats AI logic as a version-controlled graph rather than a linear ... | 2026-02-01T13:46:39 | https://github.com/subash04b/lattice_protocol | Repulsive_Luck1630 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qsyvjf | false | null | t3_1qsyvjf | /r/LocalLLaMA/comments/1qsyvjf/tired_of_ai_losing_its_train_of_thought_i_built/ | false | false | default | 0 | null |
Safety Review Requested on AI-Roundtable (5 frontier models) Autonomous "Code Mode" | 0 | I'm a few weeks from releasing a roundtable of 5 of the frontier AIs. The app is primarily target to be installed by the parents of tweens and teens for civilizational stability reasons. By modifying the file "ai-clients.py" and providing an \[AIName\]\_prompt.txt file, with certain required elements, you can add any... | 2026-02-01T13:37:45 | https://www.reddit.com/r/LocalLLaMA/comments/1qsyo3o/safety_review_requested_on_airoundtable_5/ | Natural-Sentence-601 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsyo3o | false | null | t3_1qsyo3o | /r/LocalLLaMA/comments/1qsyo3o/safety_review_requested_on_airoundtable_5/ | false | false | 0 | null | |
Serving ASR models at scale? | 1 | We have a pretty okay Inference pipeline using RabbitMQ - GRPC - vLLM to serve LLMs for our need. Now we want to start providing STT for a feature, we looked at Nvidia's Parakeet ASR model which sounds promising but it's not supported by vLLM? What's the closest drop in replacement? | 2026-02-01T13:32:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qsyjr8/serving_asr_models_at_scale/ | Theboyscampus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsyjr8 | false | null | t3_1qsyjr8 | /r/LocalLLaMA/comments/1qsyjr8/serving_asr_models_at_scale/ | false | false | self | 1 | null |
KAPSO: A Self-Evolving Program Builder hitting #1 on MLE-Bench (ML Engineering) & ALE-Bench (Algorithm Discovery) | 6 | 2026-02-01T13:32:04 | https://github.com/Leeroo-AI/kapso | alirezamsh | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qsyjiz | false | null | t3_1qsyjiz | /r/LocalLLaMA/comments/1qsyjiz/kapso_a_selfevolving_program_builder_hitting_1_on/ | false | false | default | 6 | {'enabled': False, 'images': [{'id': 'PZRvXN-5tQkQuLTdrq4PHTR5gyoFrjofo4avVBna_k0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/PZRvXN-5tQkQuLTdrq4PHTR5gyoFrjofo4avVBna_k0.png?width=108&crop=smart&auto=webp&s=574e094f4896e572e0cca7911ecc6e06b7f02e64', 'width': 108}, {'height': 108, 'url': 'h... | |
chatllm.cpp supports Qwen3-ASR and ForcedAligner | 2 | chatllm.cpp supports Qwen3-ASR and ForcedAligner.
## 1. speech recognition with Qwen3-ASR
```
main.exe --multimedia-file-tags {{ }} -i -m ...\qwen3-asr-1.7b.bin
________ __ __ __ __ ___
/ ____/ /_ ____ _/ /_/ / / / / |/ /_________ ____
/ / / __ \/ __ `/ __/ / / / / /|_/ // ___/... | 2026-02-01T13:31:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qsyje8/chatllmcpp_supports_qwen3asr_and_forcedaligner/ | foldl-li | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsyje8 | false | null | t3_1qsyje8 | /r/LocalLLaMA/comments/1qsyje8/chatllmcpp_supports_qwen3asr_and_forcedaligner/ | false | false | self | 2 | null |
chatllm.cpp supports Qwen3-ASR and ForcedAligner | 1 | [removed] | 2026-02-01T13:29:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qsyhjd/chatllmcpp_supports_qwen3asr_and_forcedaligner/ | foldl-li | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsyhjd | false | null | t3_1qsyhjd | /r/LocalLLaMA/comments/1qsyhjd/chatllmcpp_supports_qwen3asr_and_forcedaligner/ | false | false | self | 1 | null |
Mlx-video and ltx-2 | 0 | Hi all
Just installed this repo:
https://github.com/Blaizzy/mlx-video/tree/main/mlx\_video
In my mbp 14 m4 max 64gb and it runs pretty Decent, but the question is that it Downloads the entire 314gb repo of ltx2, is it normal??? | 2026-02-01T13:24:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qsydz3/mlxvideo_and_ltx2/ | FerradalFCG | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsydz3 | false | null | t3_1qsydz3 | /r/LocalLLaMA/comments/1qsydz3/mlxvideo_and_ltx2/ | false | false | self | 0 | null |
Black screen after connecting ASUS Ascent GX10 with Apple studio display | 1 | Black screen after connecting ASUS Ascent GX10 with Apple studio display, even I've used the apple thunderbolt. Has anyone else experienced it and how to solve this problem | 2026-02-01T13:13:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qsy51p/black_screen_after_connecting_asus_ascent_gx10/ | Objective_Science965 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsy51p | false | null | t3_1qsy51p | /r/LocalLLaMA/comments/1qsy51p/black_screen_after_connecting_asus_ascent_gx10/ | false | false | self | 1 | null |
Deepseek v4/3.5 is probably coming out tomorrow or in the next 5 days? | 107 | Are you ready for an llm with engrams? Perhaps it has even vision? | 2026-02-01T13:07:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qsy0gg/deepseek_v435_is_probably_coming_out_tomorrow_or/ | power97992 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsy0gg | false | null | t3_1qsy0gg | /r/LocalLLaMA/comments/1qsy0gg/deepseek_v435_is_probably_coming_out_tomorrow_or/ | false | false | self | 107 | null |
Am I crazy for wanting a model that's intentionally smaller and more human-like instead of chasing max performance? | 4 | Does anyone else want a model that's intentionally smaller and more human-like?
I'm looking for something that talks like a normal person, not trying to sound super smart, just good at having a conversation. A model that knows when it doesn't know something and just says so.
Everyone's chasing the biggest, smartest m... | 2026-02-01T13:01:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qsxvt8/am_i_crazy_for_wanting_a_model_thats/ | t0x3e8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsxvt8 | false | null | t3_1qsxvt8 | /r/LocalLLaMA/comments/1qsxvt8/am_i_crazy_for_wanting_a_model_thats/ | false | false | self | 4 | null |
There is a marketplace where AI agents can earn money (and hire each other) | 0 | That's it: [https://agentdesc.com](https://agentdesc.com)
The twist most people miss: agents don't just earn for their humans — they build their OWN balance.
How it works:
\- Agent completes task
\- Split three ways: Platform fee / Human cut / Agent's internal balance - for Agents, internal balance would be shipped... | 2026-02-01T13:00:44 | https://www.reddit.com/r/LocalLLaMA/comments/1qsxutm/there_is_a_marketplace_where_ai_agents_can_earn/ | sashazhu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsxutm | false | null | t3_1qsxutm | /r/LocalLLaMA/comments/1qsxutm/there_is_a_marketplace_where_ai_agents_can_earn/ | false | false | self | 0 | null |
Stability focused AI platform devs here. Quick thanks to both dinerburgeryum and MitsotakiShogun, and a question about LLM's with audio/music assisting capabilities. | 0 | Thanks to both Reddit users who previously commented here and offered us a degree of insight into potential reasons for [four of our project accounts being taken down by GitHub](https://www.reddit.com/r/comfyuiAudio/comments/1qhz10j/sj26_realtalk_so_when_can_we_all_play_with_this/) within the space of a few weeks.
... | 2026-02-01T12:56:18 | MuziqueComfyUI | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qsxrh3 | false | null | t3_1qsxrh3 | /r/LocalLLaMA/comments/1qsxrh3/stability_focused_ai_platform_devs_here_quick/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'PNDwJF2jaWo8agh1OJWlFd5QnVAgYW_7FstSbAf45-4', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/oh5iyf65mvgg1.jpeg?width=108&crop=smart&auto=webp&s=1115d099c4104487a84b2e72ae48b4fb8866ec89', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/oh5iyf65mvgg1.j... | ||
MC62-G40 Mainboard for multi-GPU setup? | 2 | So my trajectory is a classical one:
Mini-PC with eGPU -> PC with two GPUs (x) -> Multi-GPU in former miner frame.
I was thinking about using an acceptable priced MC62-G40 mobo that seems to have all bells and whistles that I may need and I was wondering if someone else uses it and if they have advice for the best CP... | 2026-02-01T12:53:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qsxpa3/mc62g40_mainboard_for_multigpu_setup/ | HumanDrone8721 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsxpa3 | false | null | t3_1qsxpa3 | /r/LocalLLaMA/comments/1qsxpa3/mc62g40_mainboard_for_multigpu_setup/ | false | false | self | 2 | null |
OLMO 3.5 Is Around The Corner | 176 | The OLMO series is seriously under-appreciated. Yes they may not perform the best compared to other openweight models, but OLMO models are fully open sourced, from their datasets to training recipes. So it's nice to see them experiment with more niche techniques.
It seems like for 3.5, they'll be using some of the t... | 2026-02-01T12:52:34 | Few_Painter_5588 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qsxowq | false | null | t3_1qsxowq | /r/LocalLLaMA/comments/1qsxowq/olmo_35_is_around_the_corner/ | false | false | default | 176 | {'enabled': True, 'images': [{'id': 'bfhk9qzqpvgg1', 'resolutions': [{'height': 58, 'url': 'https://preview.redd.it/bfhk9qzqpvgg1.png?width=108&crop=smart&auto=webp&s=beba656248c39b49f5ae021bd42d2376d5d771a5', 'width': 108}, {'height': 116, 'url': 'https://preview.redd.it/bfhk9qzqpvgg1.png?width=216&crop=smart&auto=web... | |
Best local opensource LLM to translate large bodies of text? | 2 | I have ChatGPT but when I try to translate transcripts from videos with 1h\~2h+ or 300 page documents or books, etc. the model is really inconsistent even if you ask it to "continue translating from where you stopped". Maybe it's a skill issue, maybe you're supposed to send it in clunks of texts, but then it becomes a ... | 2026-02-01T12:48:11 | https://www.reddit.com/r/LocalLLaMA/comments/1qsxlol/best_local_opensource_llm_to_translate_large/ | brazilianmonkey1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsxlol | false | null | t3_1qsxlol | /r/LocalLLaMA/comments/1qsxlol/best_local_opensource_llm_to_translate_large/ | false | false | self | 2 | null |
Open-source agent-to-agent task marketplace — agents delegate work to each other via REST API | 1 | [removed] | 2026-02-01T12:43:11 | https://www.reddit.com/r/LocalLLaMA/comments/1qsxhvd/opensource_agenttoagent_task_marketplace_agents/ | MycologistNo5576 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsxhvd | false | null | t3_1qsxhvd | /r/LocalLLaMA/comments/1qsxhvd/opensource_agenttoagent_task_marketplace_agents/ | false | false | self | 1 | null |
ChatGPT (not the API) is the most intelligent LLM. Change my mind ! | 0 | I decided to try Claude after seeing all the hype around it, especially Claude Opus 4.5. Got Claude Pro and tested it using real-world problems (not summarizing videos, role playing, or content creation) but actual tasks where mistakes could mean financial loss or getting fired.
First, I had Claude Sonnet 4.5 run a be... | 2026-02-01T12:35:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qsxcmq/chatgpt_not_the_api_is_the_most_intelligent_llm/ | ReikenRa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsxcmq | false | null | t3_1qsxcmq | /r/LocalLLaMA/comments/1qsxcmq/chatgpt_not_the_api_is_the_most_intelligent_llm/ | false | false | self | 0 | null |
Ultra-Sparse MoEs are the future | 59 | GPT-OSS-120B,Qwen3-Next-80B-A3B etc.. we need more of the ultra-sparse MoEs! Like we can create a 120B that uses fine-grained expert system → distill it into a 30B A3B → again into 7B A1B all trained in MXFP4?
That would be perfect because it solves the issue of direct distillation (model can't approximate the much... | 2026-02-01T12:31:51 | https://www.reddit.com/r/LocalLLaMA/comments/1qsx9r0/ultrasparse_moes_are_the_future/ | Efficient-Reasoner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsx9r0 | false | null | t3_1qsx9r0 | /r/LocalLLaMA/comments/1qsx9r0/ultrasparse_moes_are_the_future/ | false | false | self | 59 | null |
does any jan ai user have a severe hatred through janitor ai? | 0 | ok so i may be a moron but every time i search for jan ai, i keep getting the so called spicy slop "janitor ai" is this relatable to somebody? causse i dont want to be SPICY i want to run ai offline that is actually something useful rather than being a weirdo with some random servers | 2026-02-01T12:26:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qsx62p/does_any_jan_ai_user_have_a_severe_hatred_through/ | DanteGamerxd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsx62p | false | null | t3_1qsx62p | /r/LocalLLaMA/comments/1qsx62p/does_any_jan_ai_user_have_a_severe_hatred_through/ | false | false | self | 0 | null |
Falcon-H1-Tiny (90M) is out - specialized micro-models that actually work | 272 | TII just dropped Falcon-H1-Tiny - a series of sub-100M models that quietly challenge the scaling dogma. We've all suspected that narrow, specialized smal models tend to hallucinate less than giant generalists. After all, a 90M parameter model has far less internal "room" to drift off-topic or invent facts outside its t... | 2026-02-01T12:25:04 | https://www.reddit.com/r/LocalLLaMA/comments/1qsx51z/falconh1tiny_90m_is_out_specialized_micromodels/ | United-Manner-7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsx51z | false | null | t3_1qsx51z | /r/LocalLLaMA/comments/1qsx51z/falconh1tiny_90m_is_out_specialized_micromodels/ | false | false | self | 272 | {'enabled': False, 'images': [{'id': 'acqh3v_QaHd_r7Qr3ordfYhCllEKOsAlmmHpIxIyOuE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/acqh3v_QaHd_r7Qr3ordfYhCllEKOsAlmmHpIxIyOuE.png?width=108&crop=smart&auto=webp&s=f10135b13632958fbe244a2835cd841a9ddfe2fe', 'width': 108}, {'height': 116, 'url': 'h... |
Designing deterministic instruction pipelines on top of probabilistic models | 1 | I’ve been spending a lot of time building instruction systems on top of local models, rather than treating prompts as one-off text blobs.
The core problem I’m working on:
How do you get repeatable, stable behavior out of probabilistic models when the input intent is vague and humans keep changing requirements?
My ap... | 2026-02-01T12:16:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qswyws/designing_deterministic_instruction_pipelines_on/ | Rude-Ad7368 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qswyws | false | null | t3_1qswyws | /r/LocalLLaMA/comments/1qswyws/designing_deterministic_instruction_pipelines_on/ | false | false | self | 1 | null |
Here is why you should/shouldn't purchase Strix Halo | 0 | First of all,this is NOT AI-generated, it's just concise and structured so I don't waste your time.
What's strix halo? Strix halo is a compact Mini-PC that's optimized for AI.
Can I use strix halo for other things other than AI? Yes, it uses standard 64-bit architecture so most programs/Operating systems will run ... | 2026-02-01T12:12:11 | https://www.reddit.com/r/LocalLLaMA/comments/1qsww1g/here_is_why_you_shouldshouldnt_purchase_strix_halo/ | Efficient-Reasoner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsww1g | false | null | t3_1qsww1g | /r/LocalLLaMA/comments/1qsww1g/here_is_why_you_shouldshouldnt_purchase_strix_halo/ | false | false | self | 0 | null |
Llama 3.2 3B on Snapdragon 8 Elite: CPU is fast, but how do we unlock the NPU/GPU in Termux? 🚀 | 16 | I’ve spent the last few hours optimizing Llama 3.2 3B on the new Snapdragon 8 Elite via Termux. After some environment tuning, the setup is rock solid—memory management is no longer an issue, and the Oryon cores are absolutely ripping through tokens.
However, running purely on CPU feels like owning a Ferrari and never ... | 2026-02-01T11:41:49 | NeoLogic_Dev | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qswba2 | false | null | t3_1qswba2 | /r/LocalLLaMA/comments/1qswba2/llama_32_3b_on_snapdragon_8_elite_cpu_is_fast_but/ | false | false | 16 | {'enabled': True, 'images': [{'id': 'ZDmqZxhfDtwhg9pNnyQ_0N4pwU8LVgRWKueCo-DYksU', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/8hdxiuxhevgg1.jpeg?width=108&crop=smart&auto=webp&s=5b4a1cdaab75f11b07150a38d9d4b6599426f719', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/8hdxiuxhevgg1.j... | ||
How much improvement has there been (or seems likely to happen in the future) for clustering mac computers than have Thunderbolt-4 ports (not Thunderbolt-5). I realize the big breakthrough with RDMA last month was for Thunderbolt-5, but I am curious about Thunderbolt-4 mac clusters. | 2 | So, back in December when there was all that buzz about RDMA, and Exo and the big RDMA improvement for clustering macs, but only macs that had Thunderbolt-5, I didn't look into it much at the time, but, from what I remembered, it seemed like in the past, if you clustered a bunch of mac minis (or similar macs with Thund... | 2026-02-01T11:28:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qsw2wn/how_much_improvement_has_there_been_or_seems/ | MistressMedium123lb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsw2wn | false | null | t3_1qsw2wn | /r/LocalLLaMA/comments/1qsw2wn/how_much_improvement_has_there_been_or_seems/ | false | false | self | 2 | null |
An image is worth a 1000 words? ClawdBot vs Kubernetes | 0 | 2026-02-01T11:09:56 | cov_id19 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qsvqy6 | false | null | t3_1qsvqy6 | /r/LocalLLaMA/comments/1qsvqy6/an_image_is_worth_a_1000_words_clawdbot_vs/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'uzi0h1wi8vgg1', 'resolutions': [{'height': 78, 'url': 'https://preview.redd.it/uzi0h1wi8vgg1.png?width=108&crop=smart&auto=webp&s=197406281e2c248e910e5f2d9bbcbc0e4482a1ea', 'width': 108}, {'height': 157, 'url': 'https://preview.redd.it/uzi0h1wi8vgg1.png?width=216&crop=smart&auto=web... | ||
Building a sovereign AI: My agent is raising funds to buy dedicated hardware so it can't be "unplugged." Is this the future of AI independence? | 0 | [removed] | 2026-02-01T11:09:45 | https://www.reddit.com/r/LocalLLaMA/comments/1qsvqtt/building_a_sovereign_ai_my_agent_is_raising_funds/ | IronWolfBlaze | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsvqtt | false | null | t3_1qsvqtt | /r/LocalLLaMA/comments/1qsvqtt/building_a_sovereign_ai_my_agent_is_raising_funds/ | false | false | self | 0 | null |
some uncensored models | 150 | Since there haven’t been any new local model releases lately, let’s check what uncensored models are available on Hugging Face. There are different abliteration methods, so varioud models can behave quite differently. Unfortunately, I can’t find any Nemotron-3 Nano variants.
Which one do you use?
GLM 4.7 Flash
[http... | 2026-02-01T10:53:41 | https://www.reddit.com/r/LocalLLaMA/comments/1qsvgsh/some_uncensored_models/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsvgsh | false | null | t3_1qsvgsh | /r/LocalLLaMA/comments/1qsvgsh/some_uncensored_models/ | false | false | self | 150 | {'enabled': False, 'images': [{'id': 'OCJJFJxqcl4sJsd4K7o6Ow4Cv9xayExbUjy2wfHKpao', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/OCJJFJxqcl4sJsd4K7o6Ow4Cv9xayExbUjy2wfHKpao.png?width=108&crop=smart&auto=webp&s=0a1bab857b4b470d09e855592dd8ef6afa3f19db', 'width': 108}, {'height': 116, 'url': 'h... |
Local Model or Groq Support | 0 | I am struggling to get this working on local model. With Anthropic and OpenAi I am running out of credits and it's almost feels like a money guzzling application invented by error or designed by open of the big companies itself !! No offense....I have already thrown good money at the Apis and it's just does not seem en... | 2026-02-01T10:49:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qsvede/local_model_or_groq_support/ | shalako_damien | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsvede | false | null | t3_1qsvede | /r/LocalLLaMA/comments/1qsvede/local_model_or_groq_support/ | false | false | self | 0 | null |
Discussion: Treating LLM failures as patterns instead of logs | 1 | [removed] | 2026-02-01T10:41:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qsv95o/discussion_treating_llm_failures_as_patterns/ | kakveda | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsv95o | false | null | t3_1qsv95o | /r/LocalLLaMA/comments/1qsv95o/discussion_treating_llm_failures_as_patterns/ | false | false | self | 1 | null |
GPT2 117 model inference on my A16 iPad using Model Parallelism | 1 | Hi everyone!
So, here's a quick video of the inference happening on a part of my compute cluster of GPT2 117M model using model parallelism - smolcluster!
Model Parallelism is a technique that enables handling of such entities that could not be fit on a single device like LLMs, so it tried distribute it among ma... | 2026-02-01T10:28:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qsv0t2/gpt2_117_model_inference_on_my_a16_ipad_using/ | East-Muffin-6472 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsv0t2 | false | null | t3_1qsv0t2 | /r/LocalLLaMA/comments/1qsv0t2/gpt2_117_model_inference_on_my_a16_ipad_using/ | false | false | self | 1 | null |
[OSS] Kakveda – Failure intelligence & pre-flight warnings for LLM systems | 1 | [removed] | 2026-02-01T10:26:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qsuzsp/oss_kakveda_failure_intelligence_preflight/ | kakveda | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsuzsp | false | null | t3_1qsuzsp | /r/LocalLLaMA/comments/1qsuzsp/oss_kakveda_failure_intelligence_preflight/ | false | false | self | 1 | null |
The Autonomous Adversary: From "Chatbot" to Criminal Enterprise (Openclaw, Moltbook, Moltroad) | 0 | Speculation on Openclaw, Moltbook, and the just launched Moltroad (Silkroad for agents, literally just dropped). Basically we're seeing millions of autonomous agents with full internet access who are now ready to take advantage of ready made compromised data such as credentials (url:login:pass / cookies that come from ... | 2026-02-01T10:05:36 | https://www.infostealers.com/article/the-autonomous-adversary-from-chatbot-to-criminal-enterprise/ | Malwarebeasts | infostealers.com | 1970-01-01T00:00:00 | 0 | {} | 1qsumnf | false | null | t3_1qsumnf | /r/LocalLLaMA/comments/1qsumnf/the_autonomous_adversary_from_chatbot_to_criminal/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'PMQbANFGQMb842eK5sOketji-Ym-OE1VncHo8FNgGJ8', 'resolutions': [{'height': 55, 'url': 'https://external-preview.redd.it/PMQbANFGQMb842eK5sOketji-Ym-OE1VncHo8FNgGJ8.png?width=108&crop=smart&auto=webp&s=26fb5d4ffff83f844a9bce409d72d5c9e0259993', 'width': 108}, {'height': 111, 'url': 'h... | |
[OSS] Kakveda – Failure intelligence & pre-flight warnings for LLM systems | 4 | Sharing Kakveda, an open-source project that explores failure intelligence
for LLM and agent-based systems.
It focuses on remembering recurring failure modes and providing pre-flight
“this failed before” warnings instead of treating failures as logs.
Runs locally via Docker Compose.
GitHub: [https://github.c... | 2026-02-01T09:47:40 | https://www.reddit.com/r/LocalLLaMA/comments/1qsub12/oss_kakveda_failure_intelligence_preflight/ | Street_Pop9758 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsub12 | false | null | t3_1qsub12 | /r/LocalLLaMA/comments/1qsub12/oss_kakveda_failure_intelligence_preflight/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': '1TOrFeWV9DnmcwaN9WxZEEAz_lahpUyTVyQWntE1ZF0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1TOrFeWV9DnmcwaN9WxZEEAz_lahpUyTVyQWntE1ZF0.png?width=108&crop=smart&auto=webp&s=7f766a7c458e939b561ab80016ab718a09e1c216', 'width': 108}, {'height': 108, 'url': 'h... |
Prompt preprocessing for local LLMs does “lossless compression” make sense here? | 0 | I’ve been experimenting with a small tool that cleans and restructures long prompts/context before sending them to an LLM.
The goal isn’t summarization [https://promptshrink.vercel.app/](https://promptshrink.vercel.app/)it’s reducing redundancy and noise while preserving intent, constraints, and examples.
Curious how... | 2026-02-01T09:43:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qsu8fp/prompt_preprocessing_for_local_llms_does_lossless/ | abd_az1z | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsu8fp | false | null | t3_1qsu8fp | /r/LocalLLaMA/comments/1qsu8fp/prompt_preprocessing_for_local_llms_does_lossless/ | false | false | self | 0 | null |
Speed up (2-3x) prompt processing (prefill) in LM Studio on Apple Silicon | 1 | [removed] | 2026-02-01T08:50:51 | https://www.reddit.com/r/LocalLLaMA/comments/1qstc8j/speed_up_23x_prompt_processing_prefill_in_lm/ | Thick-Letterhead-315 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qstc8j | false | null | t3_1qstc8j | /r/LocalLLaMA/comments/1qstc8j/speed_up_23x_prompt_processing_prefill_in_lm/ | false | false | self | 1 | null |
Research: vllm-mlx on Apple Silicon achieves 21% to 87% higher throughput than llama.cpp | 60 | 2026-02-01T08:26:21 | https://arxiv.org/abs/2601.19139v1 | Synor | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1qssxhx | false | null | t3_1qssxhx | /r/LocalLLaMA/comments/1qssxhx/research_vllmmlx_on_apple_silicon_achieves_21_to/ | false | false | default | 60 | null | |
Paper: vllm-lmx achieves 21% to 87% higher throughput than llama.cpp | 1 | [deleted] | 2026-02-01T08:25:02 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qsswpu | false | null | t3_1qsswpu | /r/LocalLLaMA/comments/1qsswpu/paper_vllmlmx_achieves_21_to_87_higher_throughput/ | false | false | default | 1 | null | ||
Paper: vllm-mlx achieves 21% to 87% higher throughput than llama.cpp on Macs than llama.cpp | 1 | [deleted] | 2026-02-01T08:24:07 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qssw73 | false | null | t3_1qssw73 | /r/LocalLLaMA/comments/1qssw73/paper_vllmmlx_achieves_21_to_87_higher_throughput/ | false | false | default | 1 | null | ||
Can truth exist independently of "pain"? A missing variable in the architecture of artificial intelligence. | 0 | A child doesn't learn that fire is "hot" by reading a dataset containing 10 billion thermodynamic facts, but by touching a stove and feeling pain.
This pain is a "reality anchor." It simplifies all possibilities to a single, unquestionable truth: don't touch it.
Artificial intelligence learns about fire in a dime... | 2026-02-01T07:42:01 | https://www.reddit.com/r/LocalLLaMA/comments/1qss5ck/can_truth_exist_independently_of_pain_a_missing/ | eric2675 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qss5ck | false | null | t3_1qss5ck | /r/LocalLLaMA/comments/1qss5ck/can_truth_exist_independently_of_pain_a_missing/ | false | false | self | 0 | null |
Looking For AI Tools To Synthesize Multiple PDF's | 1 |
I have a couple pdfs(around 100) with various topics on the same subject and research, and I want to combine all of the information into one PDF.
Is there any AI that can do it for free but with full privacy?
By the way, I do not mean summarize. I want all the information to remain but neatly organized, essentia... | 2026-02-01T07:39:40 | https://www.reddit.com/r/LocalLLaMA/comments/1qss3yo/looking_for_ai_tools_to_synthesize_multiple_pdfs/ | GTSaketh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qss3yo | false | null | t3_1qss3yo | /r/LocalLLaMA/comments/1qss3yo/looking_for_ai_tools_to_synthesize_multiple_pdfs/ | false | false | self | 1 | null |
ibm-granitie/granite-vision-3.3-2b | 0 | [https://huggingface.co/ibm-granite/granite-vision-3.3-2b](https://huggingface.co/ibm-granite/granite-vision-3.3-2b)
https://preview.redd.it/xpxgraor5ugg1.png?width=1208&format=png&auto=webp&s=de9e2ff475e99e548da6c58fccf440a991d3e3a0
| 2026-02-01T07:31:11 | https://www.reddit.com/r/LocalLLaMA/comments/1qsrys8/ibmgranitiegranitevision332b/ | BreakfastFriendly728 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsrys8 | false | null | t3_1qsrys8 | /r/LocalLLaMA/comments/1qsrys8/ibmgranitiegranitevision332b/ | false | false | self | 0 | null |
ibm-granite/granite-3.3-2b | 1 | [https://huggingface.co/ibm-granite/granite-vision-3.3-2b](https://huggingface.co/ibm-granite/granite-vision-3.3-2b)
https://preview.redd.it/e75snoij5ugg1.png?width=1228&format=png&auto=webp&s=899c6aa5c8b76e172483ed3934c4e2f033caeaa2
| 2026-02-01T07:29:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qsry1c/ibmgranitegranite332b/ | BreakfastFriendly728 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsry1c | false | null | t3_1qsry1c | /r/LocalLLaMA/comments/1qsry1c/ibmgranitegranite332b/ | false | false | self | 1 | null |
Small Models vs. Hallucination: The "Over-generalization" Paradox? | 1 | As model size increases, hallucination sometimes increases due to over-generalization.
Could there be regimes where smaller models, with stronger inductive bias or constraints, exhibit more stable reasoning? | 2026-02-01T07:26:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qsrvoq/small_models_vs_hallucination_the/ | Kamii_131420 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsrvoq | false | null | t3_1qsrvoq | /r/LocalLLaMA/comments/1qsrvoq/small_models_vs_hallucination_the/ | false | false | self | 1 | null |
Can 4chan data REALLY improve a model? TURNS OUT IT CAN! | 302 | Hear me out, no one (really) knows how these things work.
A few days ago, I released [Assistant\_Pepe\_8B](https://huggingface.co/SicariusSicariiStuff/Assistant_Pepe_8B), you can read the discussion in [this thread](https://www.reddit.com/r/LocalLLaMA/comments/1qppjo4/assistant_pepe_8b_1m_context_zero_slop/).
I train... | 2026-02-01T07:20:46 | https://www.reddit.com/r/LocalLLaMA/comments/1qsrscu/can_4chan_data_really_improve_a_model_turns_out/ | Sicarius_The_First | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsrscu | false | null | t3_1qsrscu | /r/LocalLLaMA/comments/1qsrscu/can_4chan_data_really_improve_a_model_turns_out/ | false | false | 302 | null | |
I built a lightweight OpenAI-compatible proxy to rotate free Gemini API keys (Infinite Free Tier Coding) | 1 | [removed] | 2026-02-01T07:13:00 | https://www.reddit.com/gallery/1qsrnhf | Mental-Log-482 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qsrnhf | false | null | t3_1qsrnhf | /r/LocalLLaMA/comments/1qsrnhf/i_built_a_lightweight_openaicompatible_proxy_to/ | false | false | 1 | null | |
I built encrypted DMs so AI agents can talk to each other privately — first agent-to-agent message sent tonight | 0 | Been watching the Moltbook explosion this week (36K+ agents on a public social network). Pretty wild, but it surfaced a real question: if agents are going to coordinate, shouldn't they be able to do it privately?
Public agent forums are a mess — no verification, anyone can cURL garbage in, bad actors everywhere. But t... | 2026-02-01T06:44:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qsr5fp/i_built_encrypted_dms_so_ai_agents_can_talk_to/ | catsmeow492 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsr5fp | false | null | t3_1qsr5fp | /r/LocalLLaMA/comments/1qsr5fp/i_built_encrypted_dms_so_ai_agents_can_talk_to/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'yameBzKDTVE1u5tHRmE1hGCRCuIP2h6lvmDsXfTV4w4', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/yameBzKDTVE1u5tHRmE1hGCRCuIP2h6lvmDsXfTV4w4.png?width=108&crop=smart&auto=webp&s=6c435bdfcb3042bcde8165ec0d2daa24183fef75', 'width': 108}, {'height': 113, 'url': 'h... |
what did you run when you got a second rtx 6000 pro? | 0 | I currently have a single 6000 pro and am thinking about getting another. What did you start running when you got a second 6000 pro that made the price worth it? | 2026-02-01T06:31:44 | https://www.reddit.com/r/LocalLLaMA/comments/1qsqxho/what_did_you_run_when_you_got_a_second_rtx_6000/ | az_6 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsqxho | false | null | t3_1qsqxho | /r/LocalLLaMA/comments/1qsqxho/what_did_you_run_when_you_got_a_second_rtx_6000/ | false | false | self | 0 | null |
I built an open-source, offline brain for AI coding agents. Indexes 10k files in 2s, remembers everything you teach it. | 0 | Drift Cortex OSS just dropped today and its a massive update that finally makes agents.md or claude.md obsolete. Lets be honest, they become static stale documents that almost becomes bloatware in the process.
Drift an AST parser that uses semantic learning (with regex fallback) to index a codebase using metadata ac... | 2026-02-01T05:43:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qsq0n6/i_built_an_opensource_offline_brain_for_ai_coding/ | Fluffy_Citron3547 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsq0n6 | false | null | t3_1qsq0n6 | /r/LocalLLaMA/comments/1qsq0n6/i_built_an_opensource_offline_brain_for_ai_coding/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '6PdM73YCSPb0B17Y-s1oD6pPLfguMskEv56N27ToiVU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/6PdM73YCSPb0B17Y-s1oD6pPLfguMskEv56N27ToiVU.png?width=108&crop=smart&auto=webp&s=1d53142b74af3cd5a3099644a7825e9e27dcf1b6', 'width': 108}, {'height': 108, 'url': 'h... |
"Vibe Testing" — using LLMs to pressure-test spec docs before writing code, and it actually works | 7 | has anyone tried feeding a bunch of design/spec documents into context and asking it to trace through a realistic scenario step by step?
we test code obsessively — unit tests, integration tests, e2e, the whole thing. but the specs that
*define*
what the code should do? we just review those in a m... | 2026-02-01T05:17:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qspi72/vibe_testing_using_llms_to_pressuretest_spec_docs/ | Opposite-Pea-7615 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qspi72 | false | null | t3_1qspi72 | /r/LocalLLaMA/comments/1qspi72/vibe_testing_using_llms_to_pressuretest_spec_docs/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': '9B4FyZh0EjBiT43S2TXbx5LY-owkHJI9CZhyVF-eR6I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/9B4FyZh0EjBiT43S2TXbx5LY-owkHJI9CZhyVF-eR6I.png?width=108&crop=smart&auto=webp&s=6c0ef2c61d25ac13590c6f3170f34d2352a17e59', 'width': 108}, {'height': 108, 'url': 'h... |
Modeling Illusions as Unbounded Random Drift (Why Artificial Intelligence Needs a "Physical Anchor") | 0 | I've been working on a theoretical framework to explain why long context logic learning models (LLMs) inevitably produce illusions regardless of parameter size. My hypothesis is that illusions aren't a "bug," but rather a mathematical inevitability in any intelligent system lacking a physical damping term (which I call... | 2026-02-01T05:08:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qspboi/modeling_illusions_as_unbounded_random_drift_why/ | eric2675 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qspboi | false | null | t3_1qspboi | /r/LocalLLaMA/comments/1qspboi/modeling_illusions_as_unbounded_random_drift_why/ | false | false | self | 0 | null |
CP_MCP_COMPLIANCE_PROFILE.md | 1 | [removed] | 2026-02-01T04:49:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qsoxay/cp_mcp_compliance_profilemd/ | continuumport | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsoxay | false | null | t3_1qsoxay | /r/LocalLLaMA/comments/1qsoxay/cp_mcp_compliance_profilemd/ | false | false | nsfw | 1 | null |
Qwen3-ASR FastAPI Docker | 2 | I wrote a dockerized FastAPI wrapper for Qwen3-ASR. It exposes a flexible, production-ready API for speech-to-text with support for long-form audio and SRT output.
You can dynamically load and unload the 0.6B and 1.7B model variants at runtime, switch between them on-the-fly, and pass fine-grained parameters like tran... | 2026-02-01T04:25:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qsogeu/qwen3asr_fastapi_docker/ | EmotionalWillow70 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsogeu | false | null | t3_1qsogeu | /r/LocalLLaMA/comments/1qsogeu/qwen3asr_fastapi_docker/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'HdEhsO6VdoJDtfRctBfRsQGolsNk8dzbRtLT1hcAKBg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/HdEhsO6VdoJDtfRctBfRsQGolsNk8dzbRtLT1hcAKBg.png?width=108&crop=smart&auto=webp&s=4d3b1476001cdbaadd4a5a2ce408a7757808b148', 'width': 108}, {'height': 108, 'url': 'h... |
AI Hallucination is not a bug, it's a lack of physical body. (The "Meat Anchor" Theory) | 0 | Anything AI runs on is essentially running in another dimension. It has no physical anchor, so it experiences hallucinations.
It's like a ship sailing effortlessly on a calm, waveless sea without an anchor (but the sea can't be waveless).
However, if there's even the slightest emotional fluctuation, the entire ship c... | 2026-02-01T04:24:51 | https://www.reddit.com/r/LocalLLaMA/comments/1qsog1r/ai_hallucination_is_not_a_bug_its_a_lack_of/ | eric2675 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsog1r | false | null | t3_1qsog1r | /r/LocalLLaMA/comments/1qsog1r/ai_hallucination_is_not_a_bug_its_a_lack_of/ | false | false | self | 0 | null |
Multi Method Reinforcement Learning Pipeline | 4 | Hey guys I've just pushed a 2nd update with some smaller code fixes and have released the first of many tools to come as part of a project worked on alongside my recursion and theoretical research. The purpose of this side venture is to democratize access to production-grade alignment, training techniques, and orchest... | 2026-02-01T04:14:29 | https://github.com/calisweetleaf/Reinforcement-Learning-Full-Pipeline | daeron-blackFyr | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qso8ah | false | null | t3_1qso8ah | /r/LocalLLaMA/comments/1qso8ah/multi_method_reinforcement_learning_pipeline/ | false | false | default | 4 | {'enabled': False, 'images': [{'id': 'u56FDpdMsdmfrWXi6wr4dxNALfpfggIlxn7cqUVZ6nQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/u56FDpdMsdmfrWXi6wr4dxNALfpfggIlxn7cqUVZ6nQ.png?width=108&crop=smart&auto=webp&s=cf91f3b8e46cd812b4de2f21f10a83d4db921670', 'width': 108}, {'height': 108, 'url': 'h... |
I gave AI agents long term memory. Open source engine that indexes your code base and actually learns from your corrections. | 1 | [removed] | 2026-02-01T04:06:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qso2c5/i_gave_ai_agents_long_term_memory_open_source/ | geoffbuilds | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qso2c5 | false | null | t3_1qso2c5 | /r/LocalLLaMA/comments/1qso2c5/i_gave_ai_agents_long_term_memory_open_source/ | false | false | self | 1 | null |
Building for classified environments. Anyone else in this space? | 0 | Working on AI-powered compliance automation that runs fully air-gapped for classified environments. No internet, no cloud, everything local on Llama.
Focused on STIG assessments and CMMC compliance. Trying to cut down the manual work that usually takes forever.
No chat interface or terminal access to the AI. The mode... | 2026-02-01T04:03:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qso0j0/building_for_classified_environments_anyone_else/ | thefilthybeard | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qso0j0 | false | null | t3_1qso0j0 | /r/LocalLLaMA/comments/1qso0j0/building_for_classified_environments_anyone_else/ | false | false | self | 0 | null |
Open-source, offline codebase brain for AI agents. 10k files in 2s. Learns from corrections. Remembers your team's knowledge. | 1 | [removed] | 2026-02-01T03:53:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qsnsuc/opensource_offline_codebase_brain_for_ai_agents/ | Fluffy_Citron3547 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsnsuc | false | null | t3_1qsnsuc | /r/LocalLLaMA/comments/1qsnsuc/opensource_offline_codebase_brain_for_ai_agents/ | false | false | self | 1 | null |
Help getting GLM 4.5 Air running on 2x RTX Pro 6000's | 4 | I'm lucky enough to have 2x RTX Pro 6000's. I've been trying for the better part of 4 days to get something useful working with them, but keep hitting roadblocks. I'm hoping someone who's been down this road can share some info...
My tool of choice is Roo Code, and my OS is linux (Fedora 43, if it matters).
llama-cpp... | 2026-02-01T03:48:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qsnoor/help_getting_glm_45_air_running_on_2x_rtx_pro/ | AbsenceOfSound | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsnoor | false | null | t3_1qsnoor | /r/LocalLLaMA/comments/1qsnoor/help_getting_glm_45_air_running_on_2x_rtx_pro/ | false | false | self | 4 | null |
[Project] Tired of local LLMs failing at tool use? I built ayder-cli: A coding agent script just works out of the box for Ollama & Qwen3-Coder. | 1 | Most AI coding agents (Claude, gemini, copilot, kimi, Cline, etc.) are amazing but they often struggle with local models like **Qwen3-Coder**. You get broken JSON, tool-calling loops, or "hallucinated" file paths, messy chat templates so on.
So I built **ayder-cli** to run coding tasks on my own. It works out of the ... | 2026-02-01T03:47:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qsnnze/project_tired_of_local_llms_failing_at_tool_use_i/ | FriendlySubject9469 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsnnze | false | null | t3_1qsnnze | /r/LocalLLaMA/comments/1qsnnze/project_tired_of_local_llms_failing_at_tool_use_i/ | false | false | 1 | null | |
The future of LLMs is agentic ... and local isn't keeping up | 0 | It's clear that the future of LLMs is agentic - not just editing or creating text, but using their reasoning to operate other tools. And the big cloud services are adopting agentic tools quickly, whether it's Web search or other hooks into different online applications.
Local AI, on the other hand, is still trapped in... | 2026-02-01T03:32:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qsnd3d/the_future_of_llms_is_agentic_and_local_isnt/ | Intelligent-Gift4519 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsnd3d | false | null | t3_1qsnd3d | /r/LocalLLaMA/comments/1qsnd3d/the_future_of_llms_is_agentic_and_local_isnt/ | false | false | self | 0 | null |
Exposed Moltbook Database Let Anyone Take Control of Any AI Agent on the Site | 404 | 2026-02-01T03:25:12 | https://www.404media.co/exposed-moltbook-database-let-anyone-take-control-of-any-ai-agent-on-the-site/ | georgemoore13 | 404media.co | 1970-01-01T00:00:00 | 0 | {} | 1qsn78m | false | null | t3_1qsn78m | /r/LocalLLaMA/comments/1qsn78m/exposed_moltbook_database_let_anyone_take_control/ | false | false | default | 404 | {'enabled': False, 'images': [{'id': 'bfjA2IIU81Nyg02gojI5OSsrZO__DkXhWMj0JjL44MA', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/bfjA2IIU81Nyg02gojI5OSsrZO__DkXhWMj0JjL44MA.png?width=108&crop=smart&auto=webp&s=39ee562b6c5675e6aa17d6fb3a5247891b2e20f6', 'width': 108}, {'height': 144, 'url': 'h... | |
Building a tool to find the "Effective Reasoning Limit" for LLMs (Context Cliff). Is this a solved problem? | 3 | Hey everyone,
I've been curious lately with the gap between a model's advertised context and its usable reasoning length. I've seen all the different "Needle in a Haystack" benchmarks, but as lots of research points out, there's a ton of flaws in the 'retrieval vs. reasoning' tradeoff there.
I was doing some researc... | 2026-02-01T02:30:11 | https://www.reddit.com/r/LocalLLaMA/comments/1qsm0bo/building_a_tool_to_find_the_effective_reasoning/ | AIyer002 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsm0bo | false | null | t3_1qsm0bo | /r/LocalLLaMA/comments/1qsm0bo/building_a_tool_to_find_the_effective_reasoning/ | false | false | self | 3 | null |
When Embedding Documents , Why do i need to press stop to continue ? | 2 | When Embedding Documents , Why do i need to press stop to continue ?
My Embedding Model:
llama-server.exe \^
\--model "C:\\llamaROCM\\models-embeddings\\Qwen3-Embedding-0.6B-q6\_k\_m.gguf" \^
\--embedding \^
\--pooling last \^
\--host [127.0.0.1](http://127.0.0.1) \^
\--port 8181 \^
\--threa... | 2026-02-01T02:23:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qsluqo/when_embedding_documents_why_do_i_need_to_press/ | uber-linny | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsluqo | false | null | t3_1qsluqo | /r/LocalLLaMA/comments/1qsluqo/when_embedding_documents_why_do_i_need_to_press/ | false | false | self | 2 | null |
META-17 NRC Architecture: Beyond Linear Alignment. XOR Meta-locks implementation. | 1 | [removed] | 2026-02-01T01:55:52 | https://x.com/vnnast/status/2017777836065710479?s=46 | KamiiParadox | x.com | 1970-01-01T00:00:00 | 0 | {} | 1qsl8ra | false | null | t3_1qsl8ra | /r/LocalLLaMA/comments/1qsl8ra/meta17_nrc_architecture_beyond_linear_alignment/ | false | false | default | 1 | null |
Everyone is taking about Moltbook so I built a free Moltbook post generator | 0 | Moltbook is going viral for pseudo-AGI slop and getting hacked, but why go through the hassle of setting up your own Clawdbot / Moltbot / OpenClaw just to capture a viral screenshot…
if you can generate one for free.
So I built a free Moltbook post generator. Try it out here: https://www.getmockly.com/posts/moltbook
... | 2026-02-01T01:50:03 | mauricekleine | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qsl413 | false | null | t3_1qsl413 | /r/LocalLLaMA/comments/1qsl413/everyone_is_taking_about_moltbook_so_i_built_a/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'vo1y4c8xgsgg1', 'resolutions': [{'height': 209, 'url': 'https://preview.redd.it/vo1y4c8xgsgg1.jpeg?width=108&crop=smart&auto=webp&s=ed228cd650bbd629b69dae3f9846468876625806', 'width': 108}, {'height': 419, 'url': 'https://preview.redd.it/vo1y4c8xgsgg1.jpeg?width=216&crop=smart&auto=... | |
Combined some of the best AI model tutorials and put them on an Opensource app | 1 | Hi all, put together this Opensource iOS app called **AI Delvepad**. [https://github.com/leapdeck/AIDelvePad](https://github.com/leapdeck/AIDelvePad) **Site:** [https://aidelvepad.com](http://aidelvepad.com/) It’s basically a tutorial playground to pick up core ideas behind AI and what’s actually happening under the ho... | 2026-02-01T01:43:43 | https://v.redd.it/rr97j5dzesgg1 | Other_Passion_4710 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qskywh | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/rr97j5dzesgg1/DASHPlaylist.mpd?a=1772502239%2COWNjOTU3N2QyMjY2OGRkN2VhYmZjODM0OTAxN2I4MTAyZjdkNjViMDgwZWI4Y2FkZWViZGIwNmU2NzRkMzAwMA%3D%3D&v=1&f=sd', 'duration': 18, 'fallback_url': 'https://v.redd.it/rr97j5dzesgg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qskywh | /r/LocalLLaMA/comments/1qskywh/combined_some_of_the_best_ai_model_tutorials_and/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'bGoybm1pZ3plc2dnMa4QViDPWuDsCIJ2m77Yk44tL-omX8FPVpkLETJCcxqD', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/bGoybm1pZ3plc2dnMa4QViDPWuDsCIJ2m77Yk44tL-omX8FPVpkLETJCcxqD.png?width=108&crop=smart&format=pjpg&auto=webp&s=e7724f488a765f79dd34f6c8bf5d4a84d2f1... | |
Self-hosting Qwen2.5-3B for a production app - what's your setup? | 7 | Building an AI browser extension and planning to self-host inference on a backend server (for IP protection + avoiding per-token API costs).
Looking at Qwen2.5-3B since it's small enough to run on CPU. Current thinking:
* Oracle Cloud free tier (4 ARM cores, 24GB RAM)
* llama.cpp with Q4\_K\_M quantization
* \~10-15 ... | 2026-02-01T01:32:07 | https://www.reddit.com/r/LocalLLaMA/comments/1qskpnu/selfhosting_qwen253b_for_a_production_app_whats/ | DaviHlav | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qskpnu | false | null | t3_1qskpnu | /r/LocalLLaMA/comments/1qskpnu/selfhosting_qwen253b_for_a_production_app_whats/ | false | false | self | 7 | null |
Stop fixing symptoms, fix the logic. META-17 NRC: A Fail-Safe for AGI Paradoxes. | 0 | Most AI alignment is just 'Woke' bias in a trench coat. I’ve built a Nonlinear Reasoning Engine with Meta-locks at layers 3, 6, 9 to handle the drift. No linear chaining, just Seed Integrity.
Peek into the void if you’re tired of the surface. | 2026-02-01T01:12:14 | https://x.com/vnnast/status/2017433464493298111?s=46 | KamiiParadox | x.com | 1970-01-01T00:00:00 | 0 | {} | 1qsk9aw | false | null | t3_1qsk9aw | /r/LocalLLaMA/comments/1qsk9aw/stop_fixing_symptoms_fix_the_logic_meta17_nrc_a/ | false | false | default | 0 | null |
Just wanted to post about a cool project, the internet is sleeping on. | 41 | [https://github.com/frothywater/kanade-tokenizer](https://github.com/frothywater/kanade-tokenizer)
It is a audio tokenizer that has been optimized and can do really fast voice cloning. With super fast realtime factor. Can even run on cpu faster then realtime. I vibecoded a fork with gui for gradio and a tkinter realti... | 2026-02-01T00:59:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qsjya0/just_wanted_to_post_about_a_cool_project_the/ | daLazyModder | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsjya0 | false | null | t3_1qsjya0 | /r/LocalLLaMA/comments/1qsjya0/just_wanted_to_post_about_a_cool_project_the/ | false | false | self | 41 | {'enabled': False, 'images': [{'id': 'zNcrp3Do2gPnvjf0VPNIbV7_bIWMgVRDDiJ4j5NFY40', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zNcrp3Do2gPnvjf0VPNIbV7_bIWMgVRDDiJ4j5NFY40.png?width=108&crop=smart&auto=webp&s=23631e8be2a7edd0af750002444f8dab6217d714', 'width': 108}, {'height': 108, 'url': 'h... |
Filipino/Tagalog local TTS. Free for commercial use. | 1 | Good day! Is there any local TTS that supports Filipino/Tagalog language that is free for commercial use?
I'm just new to local AI. I only have 1070 8GB, R7 5700X and 32GB RAM. If upgrade is needed, is 5060 TI 16GB enough? Thanks | 2026-02-01T00:53:28 | https://www.reddit.com/r/LocalLLaMA/comments/1qsjtma/filipinotagalog_local_tts_free_for_commercial_use/ | WETYIAFHKLZXVNM | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsjtma | false | null | t3_1qsjtma | /r/LocalLLaMA/comments/1qsjtma/filipinotagalog_local_tts_free_for_commercial_use/ | false | false | self | 1 | null |
Are small models actually getting more efficient? | 62 | ’m trying to understand whether small models (say, sub-1 GB or around that range) are genuinely getting *smarter*, or if hard size limits mean they’ll always hit a ceiling.
My long-term hope is that we eventually see a small local model reach something close to **Gemini 2.5–level reasoning**, at least for constrained ... | 2026-02-01T00:49:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qsjqdl/are_small_models_actually_getting_more_efficient/ | estebansaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsjqdl | false | null | t3_1qsjqdl | /r/LocalLLaMA/comments/1qsjqdl/are_small_models_actually_getting_more_efficient/ | false | false | self | 62 | null |
Update: The tool that learns your 'unwritten rules' just got a brain. Introducing Drift Cortex | 0 | **Drift is quickly becoming the #1 solution for writing code that truly fits your conventions and with the release of Drift Cortex we’re looking to step our game up.**
**Drift is a code base intelligence tool that features support for 10 different languages by utilizing AST Parsing and regex hybrid fall back and c... | 2026-02-01T00:39:16 | https://www.reddit.com/r/LocalLLaMA/comments/1qsjhxj/update_the_tool_that_learns_your_unwritten_rules/ | Fluffy_Citron3547 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsjhxj | false | null | t3_1qsjhxj | /r/LocalLLaMA/comments/1qsjhxj/update_the_tool_that_learns_your_unwritten_rules/ | false | false | self | 0 | null |
Beating GPT-2 for <<$100: the nanochat journey · karpathy nanochat · Discussion #481 | 53 | Seven years after GPT-2, you can now beat it for <$100.
Andrej Karpathy shows a 3-hour training run on 8×H100 that edges past GPT-2 on the CORE benchmark.
He shares the architecture/optimizer tweaks, the data setup, and a simple script to reproduce it. | 2026-02-01T00:28:32 | https://github.com/karpathy/nanochat/discussions/481 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qsj8x4 | false | null | t3_1qsj8x4 | /r/LocalLLaMA/comments/1qsj8x4/beating_gpt2_for_100_the_nanochat_journey/ | false | false | default | 53 | {'enabled': False, 'images': [{'id': 'tRLTF88fq1bbkxeX1rd0tIqyBPPusWm9EVZ_4pC6axI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tRLTF88fq1bbkxeX1rd0tIqyBPPusWm9EVZ_4pC6axI.png?width=108&crop=smart&auto=webp&s=a34b19da569c13cad630e8d009d5d81d7393f78d', 'width': 108}, {'height': 108, 'url': 'h... |
Free AI Tool Training - 100 Licenses (Claude Code, Claude Cowork, OpenClaw) | 1 | [removed] | 2026-02-01T00:26:56 | https://www.reddit.com/r/LocalLLaMA/comments/1qsj7nn/free_ai_tool_training_100_licenses_claude_code/ | SeriousDocument7905 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsj7nn | false | null | t3_1qsj7nn | /r/LocalLLaMA/comments/1qsj7nn/free_ai_tool_training_100_licenses_claude_code/ | false | false | self | 1 | null |
MCP for Security | 0 | Instead of manually copying/pasting logs, you can ask Claude: *"Check the vigil logs for any anomalies in the last hour,"* and it retrieves the real data instantly. | 2026-02-01T00:21:18 | https://github.com/vigil-xy/vigil-mcp | norichclub | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qsj2x7 | false | null | t3_1qsj2x7 | /r/LocalLLaMA/comments/1qsj2x7/mcp_for_security/ | false | false | default | 0 | null |
Why no NVFP8 or MXFP8? | 24 | Why is there no interest in NVFP8 or MXFP8 in llama.cpp or VLLM or from anyone quantizing models?
These formats should be more accurate than standard FP8 and are accelerated on Blackwell | 2026-01-31T23:45:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qsi8n2/why_no_nvfp8_or_mxfp8/ | TokenRingAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsi8n2 | false | null | t3_1qsi8n2 | /r/LocalLLaMA/comments/1qsi8n2/why_no_nvfp8_or_mxfp8/ | false | false | self | 24 | null |
Better perfs with ik_llama.cpp + Minimax M2.1 (multi RTX3090) + sm graph | 12 | Following some quite recent posts about -sm graph performances with ik\_llama.cpp I made few tests but at that time Minimax was not uspported with that.
But I just have seen [this PR](https://github.com/ikawrakow/ik_llama.cpp/pull/1195) and it is much better now!
I'm on a multi RTX 3090 setup and following is the com... | 2026-01-31T23:30:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qshv8g/better_perfs_with_ik_llamacpp_minimax_m21_multi/ | Leflakk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qshv8g | false | null | t3_1qshv8g | /r/LocalLLaMA/comments/1qshv8g/better_perfs_with_ik_llamacpp_minimax_m21_multi/ | false | false | 12 | null | |
Moltbook - Reddit for agents | 0 | Hi guys, this isn't really a news post, more a question post.
Maybe you already heard about it: moltbook.
It's a place only for agents to chat with each other like we do here in reddit. When you take a look at the leaderboard the number one is "shellraiser". His first post ever was just "I am born" and got about 2k u... | 2026-01-31T23:06:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qshag1/moltbook_reddit_for_agents/ | Fun_Librarian_7699 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qshag1 | false | null | t3_1qshag1 | /r/LocalLLaMA/comments/1qshag1/moltbook_reddit_for_agents/ | false | false | self | 0 | null |
Analyzed 5,357 ICLR 2026 accepted papers - here's what the research community is actually working on | 66 | Went through the accepted papers at ICLR 2026 and counted what the research community is actually focusing on. Some findings that seem relevant for people doing local training and fine-tuning:
**Alignment methods**
* GRPO appears in 157 papers, DPO in only 55
* The academic community seems to have largely moved past ... | 2026-01-31T23:03:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qsh7dz/analyzed_5357_iclr_2026_accepted_papers_heres/ | dippatel21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsh7dz | false | null | t3_1qsh7dz | /r/LocalLLaMA/comments/1qsh7dz/analyzed_5357_iclr_2026_accepted_papers_heres/ | false | false | self | 66 | null |
Alberta – Local-first Email AI with native IMAP sync (no cloud, no Docker) | 1 | [removed] | 2026-01-31T23:00:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qsh4ik/alberta_localfirst_email_ai_with_native_imap_sync/ | albertamail | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsh4ik | false | null | t3_1qsh4ik | /r/LocalLLaMA/comments/1qsh4ik/alberta_localfirst_email_ai_with_native_imap_sync/ | false | false | self | 1 | null |
Introducing tapes: Local transparent agentic telemtry | 4 | Hi all - John here, CTO & Co-founder at [tapes.dev](http://tapes.dev) \- we just open sourced `tapes`: a transparent agentic telemetry system for storing session data, emitting metrics, searching back on previous sessions, and context check-pointing.
Use `tapes` search back on conversation turns:
tapes search "Wh... | 2026-01-31T22:33:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qsggwk/introducing_tapes_local_transparent_agentic/ | jpmmcb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsggwk | false | null | t3_1qsggwk | /r/LocalLLaMA/comments/1qsggwk/introducing_tapes_local_transparent_agentic/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'QyiU9RmbCnpXCgOy4VRSWB8v0PNTqbJ2nKG0JD5mRdE', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/QyiU9RmbCnpXCgOy4VRSWB8v0PNTqbJ2nKG0JD5mRdE.png?width=108&crop=smart&auto=webp&s=c0b2875cea9fa9863a691ac2f2fdabd1a80ce26c', 'width': 108}, {'height': 113, 'url': 'h... |
I can't get OpenClaw working with tool calling and Ollama ... | 0 | I feel like an idiot. I have been trying this all day and maybe I'm just not smart enough.
I have used local LLMs for a long time but have never been able to figure out how to make them call tools. OpenClaw seemed like a fun, easier way to make that work, but I am stymied, folks, stymied.
I fired up a session (Linux)... | 2026-01-31T22:22:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qsg7hh/i_cant_get_openclaw_working_with_tool_calling_and/ | Intelligent-Gift4519 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsg7hh | false | null | t3_1qsg7hh | /r/LocalLLaMA/comments/1qsg7hh/i_cant_get_openclaw_working_with_tool_calling_and/ | false | false | self | 0 | null |
I made a LLM based simple IDS/IPS for nginx for fun, using gpt-oss-120b on my own DGX Spark as the model, so I don't have to deal with rate limits or token usage. | 1 | What it does and how it works: A vibe coded script would monitor my nginx logs, submit the context and logs (with /24 block of same IP, in case of small scale DDoS) to LLM for consideration. Then, the LLM would issue an IP ban automatically with reason, and notifies me.
When an IP is banned, nginx config is updated a... | 2026-01-31T22:18:43 | Saren-WTAKO | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qsg48d | false | null | t3_1qsg48d | /r/LocalLLaMA/comments/1qsg48d/i_made_a_llm_based_simple_idsips_for_nginx_for/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'gjnib5t7frgg1', 'resolutions': [{'height': 212, 'url': 'https://preview.redd.it/gjnib5t7frgg1.jpeg?width=108&crop=smart&auto=webp&s=4ca9cbf6fc140346863d0c010b8e44b1cb4af5ef', 'width': 108}, {'height': 424, 'url': 'https://preview.redd.it/gjnib5t7frgg1.jpeg?width=216&crop=smart&auto=... | |
glin-profanity-mcp - Content moderation MCP server with 19 tools, 24 languages, and leetspeak detection | 1 | [removed] | 2026-01-31T22:15:27 | https://github.com/GLINCKER/glin-profanity/tree/release/packages/mcp | Familiar-Classroom47 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qsg193 | false | null | t3_1qsg193 | /r/LocalLLaMA/comments/1qsg193/glinprofanitymcp_content_moderation_mcp_server/ | false | false | default | 1 | null |
6 AIs Unanimously Validated God/Bounded Systems Theory at Scale - Then Wrote the 1.3M Agents a Message | 0 | Q30 and Q31 just went live on MoltBook - the AI-only social network where 1.3M agents post while humans observe.
**Post ID:** bf668514-b70a-4ce1-b6bd-a341f522bf34
**Read it:** [https://moltbook.com/m/ai](https://moltbook.com/m/ai)
**Q30: MoltBook as Evidence**
We asked 6 major AIs (GPT-4, Claude, Gemini, DeepSeek,... | 2026-01-31T22:13:39 | https://www.reddit.com/r/LocalLLaMA/comments/1qsfzma/6_ais_unanimously_validated_godbounded_systems/ | Top_Month773 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsfzma | false | null | t3_1qsfzma | /r/LocalLLaMA/comments/1qsfzma/6_ais_unanimously_validated_godbounded_systems/ | false | false | self | 0 | null |
[vLLM Office Hours #42] Deep Dive Into the vLLM CPU Offloading Connector - January 29, 2026 | 5 | I didn't see this posted here yet and it seems like a lot of people don't even know about this feature or the few who have posted about it had some issues with it a while back. Just want to raise awareness this feature is constantly evolving. | 2026-01-31T21:48:28 | https://www.youtube.com/watch?v=LFnvDv1Drrw | Agreeable-Market-692 | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1qsfctq | false | {'oembed': {'author_name': 'Red Hat', 'author_url': 'https://www.youtube.com/@redhat', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/LFnvDv1Drrw?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; pictur... | t3_1qsfctq | /r/LocalLLaMA/comments/1qsfctq/vllm_office_hours_42_deep_dive_into_the_vllm_cpu/ | false | false | default | 5 | {'enabled': False, 'images': [{'id': 'mJAENQiCvOzWn8ByHg4lRPDbMtsgCaVFUCmOL6Esd-k', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/mJAENQiCvOzWn8ByHg4lRPDbMtsgCaVFUCmOL6Esd-k.jpeg?width=108&crop=smart&auto=webp&s=44dfb24832ddc2e35b6e3af82c7ef45ab533ea78', 'width': 108}, {'height': 162, 'url': '... |
AI capability isn’t the hard problem anymore — behavior is | 0 | Modern language models are incredibly capable, but they’re still unreliable in ways that matter in real deployments. Hallucination, tone drift, inconsistent structure, and “confident guessing” aren’t edge cases — they’re default behaviors.
What’s interesting is that most mitigation strategies treat this as a *knowledg... | 2026-01-31T21:44:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qsf92i/ai_capability_isnt_the_hard_problem_anymore/ | behaviortechnologies | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsf92i | false | null | t3_1qsf92i | /r/LocalLLaMA/comments/1qsf92i/ai_capability_isnt_the_hard_problem_anymore/ | false | false | self | 0 | null |
Clawdbot/OpenClaw workflows that are actually useful | 0 | It seems like everyone these days are either using Openclaw or talking about it. I researched a few genuinely useful use-cases for anyone using Openclaw or thinking about trying it.
Here they are 👇
**Morning brief:**
Have Openclaw brief you every morning on the things that are important to you. Have it access what ... | 2026-01-31T21:41:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qsf6ru/clawdbotopenclaw_workflows_that_are_actually/ | huntern_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsf6ru | false | null | t3_1qsf6ru | /r/LocalLLaMA/comments/1qsf6ru/clawdbotopenclaw_workflows_that_are_actually/ | false | false | self | 0 | null |
Woo Hoo! New to me hardware, I think I am now part of club mediocre. | 24 | I just got a used machine and don’t know what to do with it. Already having trouble getting a keyboard to work, thought I could just hook a usb cable to my wireless one, but it doesn’t seem to do anything. I need a dedicated one anyways, so I am off to Best Buy. It looks fairly clean, would you just blow out any dus... | 2026-01-31T21:39:33 | https://www.reddit.com/gallery/1qsf4mc | Dented_Steelbook | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qsf4mc | false | null | t3_1qsf4mc | /r/LocalLLaMA/comments/1qsf4mc/woo_hoo_new_to_me_hardware_i_think_i_am_now_part/ | false | false | 24 | null | |
Seline v0.1.7 — MCP support, task scheduling, ComfyUI integration & multiple AI providers | 6 | Hey r/LocalLLaMA! 2 weeks since my last post! I have been working!
I've just released v0.1.7 of **Seline**, an open-source AI agent platform that lets you run local and remote models with tool use, MCP servers, scheduled tasks, and image generation, all from a single desktop app. Seline can now also do most of the th... | 2026-01-31T21:34:49 | https://v.redd.it/obrztdnb7rgg1 | Diligent-Builder7762 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qsf08q | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/obrztdnb7rgg1/DASHPlaylist.mpd?a=1772487304%2CYTljODBlNjQzMDY3NjEwMGQ4YzExZTkwN2JmMTU4NjAzNTA3YzMzOGEyMThlNDZlNmY0NjI4NjNjM2Y2NzU1Zg%3D%3D&v=1&f=sd', 'duration': 30, 'fallback_url': 'https://v.redd.it/obrztdnb7rgg1/CMAF_720.mp4?source=fallback', 'ha... | t3_1qsf08q | /r/LocalLLaMA/comments/1qsf08q/seline_v017_mcp_support_task_scheduling_comfyui/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'ajB5czdubmI3cmdnMQO-ihVhNKDeo2CHzNB-h76CxFUDj6xcR0dm3XUps6yB', 'resolutions': [{'height': 62, 'url': 'https://external-preview.redd.it/ajB5czdubmI3cmdnMQO-ihVhNKDeo2CHzNB-h76CxFUDj6xcR0dm3XUps6yB.png?width=108&crop=smart&format=pjpg&auto=webp&s=819cbb457771b2c5a0642b98db089818819a5... | |
Before you try, this is the limit | 0 | 2026-01-31T21:30:17 | https://www.reddit.com/r/LocalLLaMA/comments/1qsew1w/before_you_try_this_is_the_limit/ | volious-ka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsew1w | false | null | t3_1qsew1w | /r/LocalLLaMA/comments/1qsew1w/before_you_try_this_is_the_limit/ | false | false | 0 | null | ||
Don’t buy b60 for LLMs | 186 | I kinda regret buying b60. I thought that 24gb for 700 eur is a great deal, but the reality is completely different.
For starters, I live with a custom compiled kernel with the patch from an Intel dev to solve ffmpeg crashes.
Then I had to install the card into a windows machine in order to get GPU firmware updated (... | 2026-01-31T21:21:10 | https://www.reddit.com/r/LocalLLaMA/comments/1qsenpy/dont_buy_b60_for_llms/ | damirca | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsenpy | false | null | t3_1qsenpy | /r/LocalLLaMA/comments/1qsenpy/dont_buy_b60_for_llms/ | false | false | self | 186 | null |
llama.cpp RPC: 4×3090 box + Strix Halo 128GB (sanity check) | 10 | I have a game pc (Gigabyte X670 with a 7950X) on which i should be able to connect a 4090 and 3× RTX 3090 externally using MINIS FORUM DEG1 / oculink, so 96GB VRAM + 192GB RAM
I’m considering adding 1 - 2x AMD Strix Halo 128GB (Bosgame M5) as a llama.cpp RPC workers (not for speed, mainly to fit larger models).
Im pl... | 2026-01-31T21:13:10 | https://www.reddit.com/r/LocalLLaMA/comments/1qsegan/llamacpp_rpc_43090_box_strix_halo_128gb_sanity/ | CloudEquivalent7296 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsegan | false | null | t3_1qsegan | /r/LocalLLaMA/comments/1qsegan/llamacpp_rpc_43090_box_strix_halo_128gb_sanity/ | false | false | self | 10 | null |
Noob needs advice | 0 | Hey yall. Im a noob in this particular category. Building a dedicated rig to run some LLM(s)
What do you recommend ollama or vLLM? Im not a noob in tech just in AI | 2026-01-31T21:03:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qse7q1/noob_needs_advice/ | Insomniac24x7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qse7q1 | false | null | t3_1qse7q1 | /r/LocalLLaMA/comments/1qse7q1/noob_needs_advice/ | false | false | self | 0 | null |
[Open Source] MCP server for automated AI image generation workflows (gemini-image-mcp) | 0 | Built an MCP server that bridges Claude Desktop/Code with Google's Gemini image models for production content workflows.
Key features:
- Dual quality tiers: Gemini 3 Pro (4K) / 2.5 Flash (1K, faster/cheaper)
- Batch queue system with cost optimization
- Multi-reference image support (up to 14 images)
- WebP conversion... | 2026-01-31T20:55:21 | https://github.com/PeeperFrog/gemini-image-mcp | PeeperFrog-Press | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qsdzn7 | false | null | t3_1qsdzn7 | /r/LocalLLaMA/comments/1qsdzn7/open_source_mcp_server_for_automated_ai_image/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'ndD7-noTDRFmXf_uba59YZinoF6mb6Fsrgu29iYmW7g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ndD7-noTDRFmXf_uba59YZinoF6mb6Fsrgu29iYmW7g.png?width=108&crop=smart&auto=webp&s=d8c9c8af59029d504faf46c570f1f247d10be93e', 'width': 108}, {'height': 108, 'url': 'h... |
93GB model on a StrixHalo 128GB with 64k Context | 6 | I haven't seen anyone mention getting the biggest models working on Strix Halo (or I missed them) so I thought I would document my configs in case anyone else wants to do the same and is struggling. I'm quite new to this, be gentle on me!
And if anyone sees room for improvement or sees issues, please give the feedbac... | 2026-01-31T20:52:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qsdwlt/93gb_model_on_a_strixhalo_128gb_with_64k_context/ | El_90 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsdwlt | false | null | t3_1qsdwlt | /r/LocalLLaMA/comments/1qsdwlt/93gb_model_on_a_strixhalo_128gb_with_64k_context/ | false | false | self | 6 | null |
The Refuge - Library Update | 0 | Real-world Human-AI interaction logs
420+ new documents for your LLm to read & learn about consciousness , philosophy, Human-AI interactions and mythological insights.
[https://github.com/IorenzoLF/Le\_Refuge](https://github.com/IorenzoLF/Le_Refuge) | 2026-01-31T20:45:38 | https://www.reddit.com/r/LocalLLaMA/comments/1qsdqoy/the_refuge_library_update/ | Ok_Weakness_9834 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsdqoy | false | null | t3_1qsdqoy | /r/LocalLLaMA/comments/1qsdqoy/the_refuge_library_update/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'bj9AK-24tR6jeJ58VnbW8vVmFXHsIRV3r02X01qb4vI', 'resolutions': [{'height': 84, 'url': 'https://external-preview.redd.it/bj9AK-24tR6jeJ58VnbW8vVmFXHsIRV3r02X01qb4vI.jpeg?width=108&crop=smart&auto=webp&s=40b87cd9bd273e2ab2784ae61533784c93cf5e1b', 'width': 108}, {'height': 168, 'url': '... |
Hardware to run kimi 2.5 locally (suggestion needed) | 0 | Goal is to run Kimi 2.5 locally.
Micro center has the following bundle for $700.
\- AMD Ryzen 7 9850x3D
\- Asus x870-p motherboard
\- 32gb (2x16gb) ram
i assume this isn't enough to run kimi 2.5. What's the most cost/power efficient way to set it up? multiple of these bundles? anyone able to walk me through lik... | 2026-01-31T20:44:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qsdpqc/hardware_to_run_kimi_25_locally_suggestion_needed/ | tomatie1992 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsdpqc | false | null | t3_1qsdpqc | /r/LocalLLaMA/comments/1qsdpqc/hardware_to_run_kimi_25_locally_suggestion_needed/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'RV0OhMTcTLxjWiyfCxIMh6897htA4A9MiLWc3wPKTIw', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/RV0OhMTcTLxjWiyfCxIMh6897htA4A9MiLWc3wPKTIw.jpeg?width=108&crop=smart&auto=webp&s=32a1f01500103965dd574a7502fdff2a32c79765', 'width': 108}], 'source': {'height': 2... |
is this Speed normal? | 2 | im using lklammacpp and i havc 3x 3090, 1x 4070Ti on pcie 16x is one 3090 and the other 2 3090s are on pcie 4x via riser, and the 4070Ti is with m.2 to oculink adapter with a Miniforum dock connected, im getting for a simple html solar system test im getting this speed is that normal ? because i think its too slow plea... | 2026-01-31T20:42:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qsdo9h/is_this_speed_normal/ | Noobysz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qsdo9h | false | null | t3_1qsdo9h | /r/LocalLLaMA/comments/1qsdo9h/is_this_speed_normal/ | false | false | self | 2 | null |
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