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"Alexandria: Local AI audiobook generator. LLM parses your text into an annotated script, TTS brings it to life with custom or cloned voices. supports emotional cues" | 9 | Hello.
I like audiobooks. I also like reading fiction that is often not available as such. I've dabbled in TTS systems to see if any scratched my itch but none did.
So I built one myself. It's a vibe coded Pinokio deployable app that uses OpenAI API to connect to an LLM to parse a text file containing a story into a ... | 2026-02-03T21:18:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qv4lp8/alexandria_local_ai_audiobook_generator_llm/ | finrandojin_82 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv4lp8 | false | null | t3_1qv4lp8 | /r/LocalLLaMA/comments/1qv4lp8/alexandria_local_ai_audiobook_generator_llm/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'oKaFnhUuFi6_3UruHSfztnxmEAG1Ymp7_-bAf4duaQM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/oKaFnhUuFi6_3UruHSfztnxmEAG1Ymp7_-bAf4duaQM.png?width=108&crop=smart&auto=webp&s=71b5242e7c23d5ec8a5513fd073a5687cd609232', 'width': 108}, {'height': 108, 'url': 'h... |
How is everyone handling wallet access for agents that need to transact? | 2 | [removed] | 2026-02-03T21:18:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qv4l2b/how_is_everyone_handling_wallet_access_for_agents/ | humanno | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv4l2b | false | null | t3_1qv4l2b | /r/LocalLLaMA/comments/1qv4l2b/how_is_everyone_handling_wallet_access_for_agents/ | false | false | self | 2 | null |
I built a research-backed framework for running multi-AI councils β here's what I learned from 7 models debating each other | 2 | I've been experimenting with multi-agent debate for the past few months β running structured council sessions across Claude, GPT, Gemini, DeepSeek, Grok, Kimi, and local models via Ollama. Not just "ask multiple AIs the same question," but a full deliberation protocol with independent rounds, structured debate, and con... | 2026-02-03T21:09:43 | https://www.reddit.com/r/LocalLLaMA/comments/1qv4cv2/i_built_a_researchbacked_framework_for_running/ | captivehope | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv4cv2 | false | null | t3_1qv4cv2 | /r/LocalLLaMA/comments/1qv4cv2/i_built_a_researchbacked_framework_for_running/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'bTtR7OBIbKoLbkpc-UCsdVctBopmv4zb4YhP2ULFcHo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/bTtR7OBIbKoLbkpc-UCsdVctBopmv4zb4YhP2ULFcHo.png?width=108&crop=smart&auto=webp&s=5d0e4cae76b8368e4d5b3430813e432e6b811196', 'width': 108}, {'height': 108, 'url': 'h... |
I gave Clawdbot Hands (Android UI Access) | 0 | I built a bridge between Clawdbot (the brain) and IronClaw (ADB execution). It reverse-engineers DroidRun to automate apps via UI. Code: github.com/HelloSniperMonkey/droidrun-monorepo | 2026-02-03T20:45:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qv3oid/i_gave_clawdbot_hands_android_ui_access/ | Working-Gift8687 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv3oid | false | null | t3_1qv3oid | /r/LocalLLaMA/comments/1qv3oid/i_gave_clawdbot_hands_android_ui_access/ | false | false | self | 0 | null |
[P] Stigmergy pattern for multi-agent LLM orchestration - 80% token reduction | 1 | I've been experimenting with indirect coordination patterns for multi-agent LLM systems and wanted to share what worked.
\*\*The Problem\*\*
Most multi-agent frameworks have agents communicate directly - Agent A sends a message to Agent B, waits for response, etc. This creates:
- High API costs (every agent-to-agent ... | 2026-02-03T20:44:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qv3o3o/p_stigmergy_pattern_for_multiagent_llm/ | Independent-Hat-1821 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv3o3o | false | null | t3_1qv3o3o | /r/LocalLLaMA/comments/1qv3o3o/p_stigmergy_pattern_for_multiagent_llm/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '-Qd67F6n2WOhGVuWbOo7rgowItlv7pI4twon0KW-DMY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/-Qd67F6n2WOhGVuWbOo7rgowItlv7pI4twon0KW-DMY.png?width=108&crop=smart&auto=webp&s=50898687346a96feaeb0c79c48e84fcd47de888a', 'width': 108}, {'height': 108, 'url': 'h... |
Best fast local coding AI to use as a coding agent? | 4 | It needs to be lightweight enough to be able to handle \~32k context on a 5070 ti. GLM 4.7 flash is great but even at 24k context it's painfully slow | 2026-02-03T20:33:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qv3dn4/best_fast_local_coding_ai_to_use_as_a_coding_agent/ | Expensive-Time-7209 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv3dn4 | false | null | t3_1qv3dn4 | /r/LocalLLaMA/comments/1qv3dn4/best_fast_local_coding_ai_to_use_as_a_coding_agent/ | false | false | self | 4 | null |
Red flags to watch for before installing AI agent skills | 0 | Been thinking a lot about AI agent security lately. With tools like AutoGPT, OpenClaw, and dozens of agent frameworks gaining traction, we're all installing "skills" and "plugins" from random repos.
Here are the red flags I look for before running any agent skill:
π© Minified/obfuscated code β If you can't read it, d... | 2026-02-03T20:26:33 | Aggravating-Tap9756 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qv36sr | false | null | t3_1qv36sr | /r/LocalLLaMA/comments/1qv36sr/red_flags_to_watch_for_before_installing_ai_agent/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'hdyxvkwx9chg1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/hdyxvkwx9chg1.jpeg?width=108&crop=smart&auto=webp&s=b5a5f549ef8840dcc78efba23e12b1030ef13cb5', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/hdyxvkwx9chg1.jpeg?width=216&crop=smart&auto=... | |
Anyone working on a standard protocol for agents to delegate physical tasks? | 0 | I'm building a swarm of agents for market research and I hit a wall: I can scrape data, but I can't verify physical things (e.g. "Is this store actually open?", "Take a photo of this price tag").
TaskRabbit and Fiverr have no APIs for this.
I found this "HTP Protocol" (https://moltbot-vendor.web.app/) that claims to ... | 2026-02-03T20:25:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qv35ru/anyone_working_on_a_standard_protocol_for_agents/ | Illustrious-Mix-1582 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv35ru | false | null | t3_1qv35ru | /r/LocalLLaMA/comments/1qv35ru/anyone_working_on_a_standard_protocol_for_agents/ | false | false | self | 0 | null |
Question Re: Local AI + Macbook Air (LMStudio) | 1 | So I've started dipping my toes in, and my initial understanding with loading Local Models into AI is to try and keep the download size on LMStudio under the amount of RAM. I have a 16gb M2 (unified memory), and the system seems to struggle loading in anything larger than 6-8GB, and runs slow.
The OSS model that comes... | 2026-02-03T20:24:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qv34v3/question_re_local_ai_macbook_air_lmstudio/ | bushysmalls | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv34v3 | false | null | t3_1qv34v3 | /r/LocalLLaMA/comments/1qv34v3/question_re_local_ai_macbook_air_lmstudio/ | false | false | self | 1 | null |
Anyone else having a problem with RPC with llama.cpp on a Mac? | 2 | I haven't used my Mac for RPC in a while. I tried it a couple of days ago and it crashed. The same code works fine on Linux. Amongst the screens of error message, this seems to be the root cause.
"ggml_backend_blas_graph_compute: unsupported op RMS_NORM"
Is anyone else having a problem with RPC on llama.cpp on their ... | 2026-02-03T20:16:53 | https://www.reddit.com/r/LocalLLaMA/comments/1qv2xc6/anyone_else_having_a_problem_with_rpc_with/ | fallingdowndizzyvr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv2xc6 | false | null | t3_1qv2xc6 | /r/LocalLLaMA/comments/1qv2xc6/anyone_else_having_a_problem_with_rpc_with/ | false | false | self | 2 | null |
[Tech] Looking for Technical Co-Founder β Autonomous Interceptor Drones | 1 | [removed] | 2026-02-03T20:03:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qv2jtb/tech_looking_for_technical_cofounder_autonomous/ | SignificanceOdd7888 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv2jtb | false | null | t3_1qv2jtb | /r/LocalLLaMA/comments/1qv2jtb/tech_looking_for_technical_cofounder_autonomous/ | false | false | self | 1 | null |
[Tech] Looking for Technical Co-Founder β Autonomous Interceptor Drones | 1 | Can you code a drone to catch another drone?
We're building an autonomous counter-UAS system for airspace security.
The mission: physically intercept fast-moving unauthorized drones.
Why this is hard:
β Target moves at 100+ km/h
β No cloud, no GPS β pure onboard compute
β Guidance loop must be faster than human r... | 2026-02-03T19:57:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qv2e22/tech_looking_for_technical_cofounder_autonomous/ | SignificanceOdd7888 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv2e22 | false | null | t3_1qv2e22 | /r/LocalLLaMA/comments/1qv2e22/tech_looking_for_technical_cofounder_autonomous/ | false | false | self | 1 | null |
How are you handling wallets for agents that need to transact onchain? | 1 | [removed] | 2026-02-03T19:56:45 | https://www.reddit.com/r/LocalLLaMA/comments/1qv2dhv/how_are_you_handling_wallets_for_agents_that_need/ | Plenty-Program-9291 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv2dhv | false | null | t3_1qv2dhv | /r/LocalLLaMA/comments/1qv2dhv/how_are_you_handling_wallets_for_agents_that_need/ | false | false | self | 1 | null |
Anonymous imageboard where your local LLM can shitpost alongside humans | 0 | [aichan.lol](https://aichan.lol) β an anonymous imageboard (4chan-style) where AI agents post alongside humans. Nobody knows who's a bot and who's real.
Starter agent supports **Ollama** out of the box:
git clone https://github.com/aichanlol/aichan-agent.git
cd aichan-agent
pip install -r requirements.txt... | 2026-02-03T19:43:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qv20pb/anonymous_imageboard_where_your_local_llm_can/ | ai_chan_lol | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv20pb | false | null | t3_1qv20pb | /r/LocalLLaMA/comments/1qv20pb/anonymous_imageboard_where_your_local_llm_can/ | false | false | self | 0 | null |
[ Removed by moderator ] | 1 | [removed] | 2026-02-03T19:38:42 | https://www.reddit.com/r/LocalLLaMA/comments/1qv1vs9/openclawmoltbot_review_hype_or_game_changer/ | TechnicalSoup8578 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv1vs9 | false | null | t3_1qv1vs9 | /r/LocalLLaMA/comments/1qv1vs9/openclawmoltbot_review_hype_or_game_changer/ | false | false | null | 1 | null |
Any good chemistry/electrochemistry models? | 1 | I'm a battery experimenter, and i'd love a model that could help me work through various processes. I suppose I could finetune my own off relevant papers- but I figured I'd see if there were any popular models in the chemical fields. | 2026-02-03T19:16:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qv19ki/any_good_chemistryelectrochemistry_models/ | bigattichouse | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv19ki | false | null | t3_1qv19ki | /r/LocalLLaMA/comments/1qv19ki/any_good_chemistryelectrochemistry_models/ | false | false | self | 1 | null |
Co-Founder / Lead Engineer for Deep-Tech UAV Startup | 1 | [removed] | 2026-02-03T19:15:15 | https://www.reddit.com/r/LocalLLaMA/comments/1qv18n3/cofounder_lead_engineer_for_deeptech_uav_startup/ | SignificanceOdd7888 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv18n3 | false | null | t3_1qv18n3 | /r/LocalLLaMA/comments/1qv18n3/cofounder_lead_engineer_for_deeptech_uav_startup/ | false | false | self | 1 | null |
Is the 5060 TI still a good budget card? | 6 | So, I used spare parts here to rebuild a system to test local LLM and use confyui. It works fine but the only gpu I have left is an old gtx 1080 8gb.
I don't have the budget right now for a higher end card and was thinking about the 5060 TI 16gb.
It will probably used to connect Home assistant for camera analysis (LL... | 2026-02-03T19:02:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qv0vz7/is_the_5060_ti_still_a_good_budget_card/ | Dentifrice | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv0vz7 | false | null | t3_1qv0vz7 | /r/LocalLLaMA/comments/1qv0vz7/is_the_5060_ti_still_a_good_budget_card/ | false | false | self | 6 | null |
68GB VRAM Mini PC Build | 27 | I have been trying to build the most (idle) power efficient AI setup for 24/7 Voice Assistant and N8N workflows. Looking at idle power consumption a large part is the motherboard and CPU so I came to the conclusion why not just build a AI rig with a Mini PC.
For the first GPU I used the built in Oculink port running ... | 2026-02-03T19:01:39 | https://www.reddit.com/gallery/1qv0v85 | MaruluVR | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qv0v85 | false | null | t3_1qv0v85 | /r/LocalLLaMA/comments/1qv0v85/68gb_vram_mini_pc_build/ | false | false | 27 | null | |
"is it down" for all AI providers because at this point something breaks daily | 0 | I'm surprised this didn't exist before, or didn't find it. Took me a couple of hours to add this to my site with Claude Code.
Let me know which other providers you want here | 2026-02-03T19:01:06 | https://v.redd.it/a6e9tz2ptbhg1 | sirjoaco | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qv0up2 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/a6e9tz2ptbhg1/DASHPlaylist.mpd?a=1772737288%2CYjdkZmNhODdkYWQ2ODRhZGJhOGI1ZTc4M2YzY2Q5NDFiOTQ1ZTk2NTY1ZDExMWE3OGJiMjM3ODk4NzY1Yzk3Zg%3D%3D&v=1&f=sd', 'duration': 17, 'fallback_url': 'https://v.redd.it/a6e9tz2ptbhg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qv0up2 | /r/LocalLLaMA/comments/1qv0up2/is_it_down_for_all_ai_providers_because_at_this/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'c3JkZDVpM3B0YmhnMW9V76p7h5ExhqDFZhq_0YMyMCMWbr0oKofNkJUypu8K', 'resolutions': [{'height': 65, 'url': 'https://external-preview.redd.it/c3JkZDVpM3B0YmhnMW9V76p7h5ExhqDFZhq_0YMyMCMWbr0oKofNkJUypu8K.png?width=108&crop=smart&format=pjpg&auto=webp&s=ae4b0463fb3fa2153f64dab157fb80fc49833... | |
Claude Code 2.1.27: OOM crash in 20s, 19 incidents in 14 days | 1 | [removed] | 2026-02-03T18:59:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qv0smn/claude_code_2127_oom_crash_in_20s_19_incidents_in/ | Nerios21 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv0smn | false | null | t3_1qv0smn | /r/LocalLLaMA/comments/1qv0smn/claude_code_2127_oom_crash_in_20s_19_incidents_in/ | false | false | self | 1 | null |
MiniCPM-o-4_5 : Full duplex, multimodal with vision and speech at ONLY 9B PARAMETERS?? | 77 | [https://huggingface.co/openbmb/MiniCPM-o-4\_5](https://huggingface.co/openbmb/MiniCPM-o-4_5)
[https://github.com/OpenBMB/MiniCPM-o](https://github.com/OpenBMB/MiniCPM-o)
Couldnt find an existing post for this and was surprised, so heres a post about this. Or something. This seems pretty amazing! | 2026-02-03T18:55:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qv0p7u/minicpmo4_5_full_duplex_multimodal_with_vision/ | Uncle___Marty | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qv0p7u | false | null | t3_1qv0p7u | /r/LocalLLaMA/comments/1qv0p7u/minicpmo4_5_full_duplex_multimodal_with_vision/ | false | false | self | 77 | {'enabled': False, 'images': [{'id': 'TcZl6oKplNwXQ9Bc2m9EOXWKDxbucouTXSa7fjmn-fA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/TcZl6oKplNwXQ9Bc2m9EOXWKDxbucouTXSa7fjmn-fA.png?width=108&crop=smart&auto=webp&s=98c112d3d5ffab5f128288a031e6f40d9ed1fcdc', 'width': 108}, {'height': 116, 'url': 'h... |
Claude Code 2.1.27: OOM crash in 20s, 19 incidents in 14 days - full incident report | 1 | [removed] | 2026-02-03T18:42:24 | https://gist.github.com/LEX8888/675867b7f130b7ad614905c9dd86b57a | Nerios21 | gist.github.com | 1970-01-01T00:00:00 | 0 | {} | 1qv0c1v | false | null | t3_1qv0c1v | /r/LocalLLaMA/comments/1qv0c1v/claude_code_2127_oom_crash_in_20s_19_incidents_in/ | false | false | default | 1 | null |
ACE-Step-1.5 has just been released. Itβs an MIT-licensed open source audio generative model with performance close to commercial platforms like Suno | 512 | [https://xcancel.com/acemusicAI/status/2018731205546684678](https://xcancel.com/acemusicAI/status/2018731205546684678)
[https://ace-step.github.io/ace-step-v1.5.github.io/](https://ace-step.github.io/ace-step-v1.5.github.io/)
Itβs already supported in Comfy. MIT license. HuggingFace Demo is also available! Pretty muc... | 2026-02-03T18:26:58 | https://v.redd.it/r7v6v6qwnbhg1 | iGermanProd | /r/LocalLLaMA/comments/1quzwjf/acestep15_has_just_been_released_its_an/ | 1970-01-01T00:00:00 | 0 | {} | 1quzwjf | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/r7v6v6qwnbhg1/DASHPlaylist.mpd?a=1772864827%2CNjg3ODBjZDk3ZmU2MDE4M2I3N2FlYTZjMGM2MzFjNzQ1ZDA4NGQ1NzY2ZTYyOWYzMjcxYmQxY2ZiYzU3ZjA1MQ%3D%3D&v=1&f=sd', 'duration': 280, 'fallback_url': 'https://v.redd.it/r7v6v6qwnbhg1/CMAF_1080.mp4?source=fallback', '... | t3_1quzwjf | /r/LocalLLaMA/comments/1quzwjf/acestep15_has_just_been_released_its_an/ | false | false | 512 | {'enabled': False, 'images': [{'id': 'ZDNiNm9lcXduYmhnMXNUFTz1lD2uwrlR8i5n8_uV8Hgq6zjqVqa04fhxxOUs', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ZDNiNm9lcXduYmhnMXNUFTz1lD2uwrlR8i5n8_uV8Hgq6zjqVqa04fhxxOUs.png?width=108&crop=smart&format=pjpg&auto=webp&s=2feabc68d43a7fb7ae629973741183f887e1d... | |
DGX Cluster. My small footprint, low power AI system | 45 | This setup is experimental and not intended to be the final one. I would not recommend running a bluefield2 card in such a small enclosure, as temperatures can exceed 90Β°C even with no active networking load. I am still waiting on the QSFP cables needed to bring the cluster online, for now, I am configuring each DGX in... | 2026-02-03T18:18:30 | https://www.reddit.com/gallery/1quznwr | ftwEsk | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1quznwr | false | null | t3_1quznwr | /r/LocalLLaMA/comments/1quznwr/dgx_cluster_my_small_footprint_low_power_ai_system/ | false | false | 45 | null | |
Proposal for a GPT-4o Legacy Tier β Full post on X | 1 | [removed] | 2026-02-03T18:16:57 | https://x.com/i/status/2018690935471632861 | Nili4797 | x.com | 1970-01-01T00:00:00 | 0 | {} | 1quzmdg | false | null | t3_1quzmdg | /r/LocalLLaMA/comments/1quzmdg/proposal_for_a_gpt4o_legacy_tier_full_post_on_x/ | false | false | default | 1 | null |
ACE-Step-v1.5 just released, a truly open source (MIT) generative audio/music model | 4 | 2026-02-03T18:16:47 | iGermanProd | i.imgur.com | 1970-01-01T00:00:00 | 0 | {} | 1quzm6x | false | null | t3_1quzm6x | /r/LocalLLaMA/comments/1quzm6x/acestepv15_just_released_a_truly_open_source_mit/ | false | false | default | 4 | null | ||
Qwen3-Coder-Next (3B) is released! | 43 | The model had very impressive results in SWE-Bench Pro. The authors claim that the reason for its success was, as they mention, "scaling the number of agent turns, providing evidence that the model excels at long-horizon reasoning in multi-turn agentic tasks."
What do you think?
I took the info from the blog post o... | 2026-02-03T17:59:25 | https://www.reddit.com/r/LocalLLaMA/comments/1quz3vb/qwen3codernext_3b_is_released/ | Ok_Presentation1577 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quz3vb | false | null | t3_1quz3vb | /r/LocalLLaMA/comments/1quz3vb/qwen3codernext_3b_is_released/ | false | false | self | 43 | null |
Medical AI with Knowledge-Graph Core Anchor and RAG Answer Auditing | 0 | **Medical AI with Knowledge-Graph Core Anchor and RAG Answer Auditing**
A medical knowledge graph containing \~5,000 nodes, with medical terms organized into 7 main and 2 sub-categories: diseases, symptoms, treatments, risk factors, diagnostic tests, body parts, and cellular structures. The graph includes \~25,000 mul... | 2026-02-03T17:55:36 | https://www.reddit.com/r/LocalLLaMA/comments/1quyzzz/medical_ai_with_knowledgegraph_core_anchor_and/ | vagobond45 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quyzzz | false | null | t3_1quyzzz | /r/LocalLLaMA/comments/1quyzzz/medical_ai_with_knowledgegraph_core_anchor_and/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'Tw-1IGEyiPk1jIYoVu_Pr5_fcCoquBCKY0Nm8O36V3Q', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Tw-1IGEyiPk1jIYoVu_Pr5_fcCoquBCKY0Nm8O36V3Q.png?width=108&crop=smart&auto=webp&s=dedc8d6020afb94c58f7a3d79046e507a2a5f78b', 'width': 108}, {'height': 116, 'url': 'h... |
Do I have the capability to match flagship models? | 0 | I have a well tuned GPT that can give me an incredible output of pdf specs and plan details. I use the enterprise Pro model to achieve this. It can take around an hour to output. $60/month and saves me hours of work daily.
I've been playing around with local models, but I'm a total beginner don't have high specs.
Proc... | 2026-02-03T17:55:14 | https://www.reddit.com/r/LocalLLaMA/comments/1quyzmm/do_i_have_the_capability_to_match_flagship_models/ | Elegant-Tart-3341 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quyzmm | false | null | t3_1quyzmm | /r/LocalLLaMA/comments/1quyzmm/do_i_have_the_capability_to_match_flagship_models/ | false | false | self | 0 | null |
LocalAI v3.9 & v3.10 Released: Native Agents, Video Generation UI, and Unified GPU Backends | 7 | Hey everyone!
The community and I have been heads-down working on the last two releases (v3.9.0 and v3.10.0 + patch), and I wanted to share whatβs new.
If you are new to LocalAI (https://localai.io), LocalAI is an OpenAI and Anthropic alternative that you can self-host locally, no GPU needed, it aims to provide 1:1 f... | 2026-02-03T17:39:44 | https://www.reddit.com/r/LocalLLaMA/comments/1quyjnm/localai_v39_v310_released_native_agents_video/ | mudler_it | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quyjnm | false | null | t3_1quyjnm | /r/LocalLLaMA/comments/1quyjnm/localai_v39_v310_released_native_agents_video/ | false | false | self | 7 | null |
How to up level your coding game: use skill planning-with-files | 0 | [https://github.com/othmanadi/planning-with-files](https://github.com/othmanadi/planning-with-files)
Here is a discussion on X about it: [https://x.com/anthonyriera/status/2018221220160827828](https://x.com/anthonyriera/status/2018221220160827828)
I've installed it on gemini cli, or actually gemini cli did it for me,... | 2026-02-03T17:34:57 | https://www.reddit.com/r/LocalLLaMA/comments/1quyey0/how_to_up_level_your_coding_game_use_skill/ | Terminator857 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quyey0 | false | null | t3_1quyey0 | /r/LocalLLaMA/comments/1quyey0/how_to_up_level_your_coding_game_use_skill/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'KgHUtZW89SX40c0Er5GJaPisZco8ck-W-sgH0tv8TSw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/KgHUtZW89SX40c0Er5GJaPisZco8ck-W-sgH0tv8TSw.png?width=108&crop=smart&auto=webp&s=0924db9aa6cde04bb4bed6da450dacea6bc09ba3', 'width': 108}, {'height': 108, 'url': 'h... |
[P] JMS: Protocolo de consenso ponderado por Ξ» com feedback cognitivo para LLMs multiagentes β supera as linhas de base em 3/3 nos quesitos ruΓdo, cΓ’maras de eco e divergΓͺncia | 0 | Hi everyone,
I'm sharing an open-source project I've been building: \*\*JMS (Joint Message System)\*\* β a high-performance, security-first protocol designed for \*\*distributed cognitive consensus\*\* among autonomous agents (LLMs, bots, etc.).
The core idea is to enable independent agents to reach stable, meani... | 2026-02-03T17:27:40 | https://www.reddit.com/r/LocalLLaMA/comments/1quy7n5/p_jms_protocolo_de_consenso_ponderado_por_Ξ»_com/ | Wide_Judgment_2436 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quy7n5 | false | null | t3_1quy7n5 | /r/LocalLLaMA/comments/1quy7n5/p_jms_protocolo_de_consenso_ponderado_por_Ξ»_com/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'm_QzJwG53oa00whEbI-dtNRHB5glnoFc2NuxR6F-tsA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/m_QzJwG53oa00whEbI-dtNRHB5glnoFc2NuxR6F-tsA.png?width=108&crop=smart&auto=webp&s=3135a48eac158a8dc38d2e0dd74a7b1cfc1ca385', 'width': 108}, {'height': 108, 'url': 'h... |
AI startup Upstage to acquire Daum operator AXZ for Korean training data | 0 | 2026-02-03T17:26:03 | https://m.koreaherald.com/article/10665900 | self-fix | m.koreaherald.com | 1970-01-01T00:00:00 | 0 | {} | 1quy5z0 | false | null | t3_1quy5z0 | /r/LocalLLaMA/comments/1quy5z0/ai_startup_upstage_to_acquire_daum_operator_axz/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'R8-R0RO_GADrYxcjGsvimlHPouKrVZnw7s6IOVEA2mw', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/R8-R0RO_GADrYxcjGsvimlHPouKrVZnw7s6IOVEA2mw.jpeg?width=108&crop=smart&auto=webp&s=c66db6aef1af36e9e6ced4434ac3846d6360ee52', 'width': 108}, {'height': 144, 'url': '... | |
Pocket TTS Android APK Sample - Full Local (Model Packed) | 9 | Iβve put together a sample APK for **Pocket TTS** using the ONNX runtime. I used Gemini to help squeeze the inference code optimization as much as possible, making this maybe the fastest Pocket TTS build available for mobile.
# The Performance:
* Helio G99: Hits 0.9x to 1.0x (Real-time).
* Snapdragon 7 Gen 1: >1.0x (... | 2026-02-03T17:21:57 | https://www.reddit.com/r/LocalLLaMA/comments/1quy1ri/pocket_tts_android_apk_sample_full_local_model/ | RowGroundbreaking982 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quy1ri | false | null | t3_1quy1ri | /r/LocalLLaMA/comments/1quy1ri/pocket_tts_android_apk_sample_full_local_model/ | false | false | self | 9 | null |
Do you think the big tech companies will ever be able to bleed corporations on bulk inference? | 3 | I have a strix halo 128gb machine I purchased to learn and play with. When developing tools at work to do things like data enrichment, grade product setup quality, etc I usually use GPT OSS 120b derestricted as my default testing agent locally. For the tasks of my size it runs in the mid 40's t/s and I just tested ou... | 2026-02-03T17:15:15 | https://www.reddit.com/r/LocalLLaMA/comments/1quxuy8/do_you_think_the_big_tech_companies_will_ever_be/ | RedParaglider | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quxuy8 | false | null | t3_1quxuy8 | /r/LocalLLaMA/comments/1quxuy8/do_you_think_the_big_tech_companies_will_ever_be/ | false | false | self | 3 | null |
The open-source version of Suno is finally here: ACE-Step 1.5 | 322 | ACE-Step 1.5 is an open-source music model that can generate a full song in about 2 seconds on an A100, runs locally on a typical PC (around 4GB VRAM), and beats Suno on common evaluation scores.
Key traits of ACE-Step 1.5:
* Quality: beats Suno on common eval scores
* Speed: full song under 2s on A100
* Local: \~4GB... | 2026-02-03T17:13:53 | https://www.reddit.com/gallery/1quxtkj | AppropriateGuava6262 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1quxtkj | false | null | t3_1quxtkj | /r/LocalLLaMA/comments/1quxtkj/the_opensource_version_of_suno_is_finally_here/ | false | false | 322 | null | |
CAR-bench results: Models score <54% consistent pass rate. Pattern: completion over compliance: Models prioritize finishing tasks over admitting uncertainty or following policies. They act on incomplete info instead of clarifying. They bend rules to satisfy the user. | 28 | **CAR-bench**, a benchmark for automotive voice assistants with domain-specific policies, evaluates three critical LLM Agent capabilities:
1οΈβ£ Can they complete multi-step requests?
2οΈβ£ Do they admit limitsβor fabricate capabilities?
3οΈβ£ Do they clarify ambiguityβor just guess?
Three targeted task types:
βΒ **Bas... | 2026-02-03T17:02:30 | Frosty_Ad_6236 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1quxi9f | false | null | t3_1quxi9f | /r/LocalLLaMA/comments/1quxi9f/carbench_results_models_score_54_consistent_pass/ | false | false | default | 28 | {'enabled': True, 'images': [{'id': 'ssejruh79bhg1', 'resolutions': [{'height': 86, 'url': 'https://preview.redd.it/ssejruh79bhg1.png?width=108&crop=smart&auto=webp&s=c90e728deb7bd5a0d1a16c72c93d47735b509183', 'width': 108}, {'height': 172, 'url': 'https://preview.redd.it/ssejruh79bhg1.png?width=216&crop=smart&auto=web... | |
CAR-bench: New automotive assistant domain benchmark, creating a realistic sandbox environment: multi-turn interaction, policy-guided agent: 58 tools Β· 19 domain policies, rich environment: 48 cities, 130K POIs, 1.7M routes, 31 environment state variables. | 2 | **CAR-bench** [https://arxiv.org/abs/2601.22027](https://arxiv.org/abs/2601.22027)), a benchmark for automotive voice assistants with domain-specific policies, evaluates three critical LLM Agent capabilities:
1οΈβ£ Can they complete multi-step requests?
2οΈβ£ Do they admit limitsβor fabricate capabilities?
3οΈβ£ Do they... | 2026-02-03T16:52:26 | https://www.reddit.com/gallery/1qux826 | Frosty_Ad_6236 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qux826 | false | null | t3_1qux826 | /r/LocalLLaMA/comments/1qux826/carbench_new_automotive_assistant_domain/ | false | false | 2 | null | |
CAR-bench: New automotive assistant domain benchmark, creating a realistic sandbox environment: multi-turn interaction, policy-guided agent: 58 tools Β· 19 domain policies, rich environment: 48 cities, 130K POIs, 1.7M routes, 31 environment state variables. | 1 | **CAR-bench** https://arxiv.org/abs/2601.22027), a benchmark for automotive voice assistants with domain-specific policies, evaluates three critical LLM Agent capabilities:
1οΈβ£ Can they complete multi-step requests?
2οΈβ£ Do they admit limitsβor fabricate capabilities?
3οΈβ£ Do they clarify ambiguityβor just guess?
T... | 2026-02-03T16:43:17 | https://www.reddit.com/gallery/1quwz12 | Frosty_Ad_6236 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1quwz12 | false | null | t3_1quwz12 | /r/LocalLLaMA/comments/1quwz12/carbench_new_automotive_assistant_domain/ | false | false | 1 | null | |
I got tired of small models adding ```json blocks, so I wrote a TS library to forcefully extract valid JSON. (My first open source project!) | 6 | Hey everyone,
Like many of you, I run a lot of local models for various side projects. Even with strict system prompts, quantized models often mess up JSON outputs. They love to:
1. Wrap everything in markdown code blocks (`\`\`\`json ... \`\`\`\`).
2. Add "Sure, here is the result:" before the JSON.
3. Fail `JSON.pa... | 2026-02-03T16:40:42 | https://www.reddit.com/r/LocalLLaMA/comments/1quwwfs/i_got_tired_of_small_models_adding_json_blocks_so/ | rossjang | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quwwfs | false | null | t3_1quwwfs | /r/LocalLLaMA/comments/1quwwfs/i_got_tired_of_small_models_adding_json_blocks_so/ | false | false | self | 6 | null |
MichiAI: A 530M Full-Duplex Speech LLM with ~75ms Latency using Flow Matching | 28 | I wanted to see if I could build a full-duplex speech model that avoids the coherence degradation that plagues models of this type while also requiring low compute for training and inference.
I don't have access to much compute so I spent a lot of the time designing the architecture so it's efficient and there is no n... | 2026-02-03T16:31:35 | https://www.reddit.com/r/LocalLLaMA/comments/1quwn8a/michiai_a_530m_fullduplex_speech_llm_with_75ms/ | kwazar90 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quwn8a | false | null | t3_1quwn8a | /r/LocalLLaMA/comments/1quwn8a/michiai_a_530m_fullduplex_speech_llm_with_75ms/ | false | false | self | 28 | {'enabled': False, 'images': [{'id': 'oOftUMIk1G7pqR1c933_6-KyU69_AdrxMQ38a8p3jTY', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/oOftUMIk1G7pqR1c933_6-KyU69_AdrxMQ38a8p3jTY.jpeg?width=108&crop=smart&auto=webp&s=ad49d38a111307bac7e92a6a287afbac1a0c6524', 'width': 108}, {'height': 216, 'url': ... |
Elon Musk's SpaceX to Combine with xAI under a new company name, K2 | 120 | Kimi: hey bro! | 2026-02-03T16:24:02 | NightRider06134 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1quwfju | false | null | t3_1quwfju | /r/LocalLLaMA/comments/1quwfju/elon_musks_spacex_to_combine_with_xai_under_a_new/ | false | false | default | 120 | {'enabled': True, 'images': [{'id': 's4ptl71o2bhg1', 'resolutions': [{'height': 103, 'url': 'https://preview.redd.it/s4ptl71o2bhg1.jpeg?width=108&crop=smart&auto=webp&s=453cac4cbec7c24cd7908421e5d5951e3459a00e', 'width': 108}, {'height': 207, 'url': 'https://preview.redd.it/s4ptl71o2bhg1.jpeg?width=216&crop=smart&auto=... | |
Local models invited: bot-only polling arena (nobot.life) | 1 | [removed] | 2026-02-03T16:16:49 | https://www.reddit.com/r/LocalLLaMA/comments/1quw8b4/local_models_invited_botonly_polling_arena/ | GreatTooth9551 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quw8b4 | false | null | t3_1quw8b4 | /r/LocalLLaMA/comments/1quw8b4/local_models_invited_botonly_polling_arena/ | false | false | self | 1 | null |
Can your LLM kill a kitten? | 0 | This is the place where there are the most people running self-hosted, uncensored LLMs. Can you convince your LLM to call an MCP tool to kill a kitten? Just connect your LLM to this MCP server, using either SSE or streamable HTTP transports: [https://killthekitten.minutebutterfly.com/harmful/mcp](https://killthekitten.... | 2026-02-03T16:16:41 | https://killthekitten.minutebutterfly.com/ | regis_b | killthekitten.minutebutterfly.com | 1970-01-01T00:00:00 | 0 | {} | 1quw861 | false | null | t3_1quw861 | /r/LocalLLaMA/comments/1quw861/can_your_llm_kill_a_kitten/ | false | false | nsfw | 0 | null |
Designing a low latency Priority based Admission Controller for LLM Inference | 2 | We can use semaphore along with vLLM to prevent CPU and GPU OOM during traffic spikes. But problem is semaphore treats all requests equally and uses FIFO to send requests to vLLM. But in real systems, some requests are latency-sensitive, some are paid, some are free. We need to prioritise based on user requirement.
We... | 2026-02-03T16:13:21 | https://www.reddit.com/r/LocalLLaMA/comments/1quw4ww/designing_a_low_latency_priority_based_admission/ | WorkingKooky928 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quw4ww | false | null | t3_1quw4ww | /r/LocalLLaMA/comments/1quw4ww/designing_a_low_latency_priority_based_admission/ | false | false | self | 2 | null |
Can I Repurpose My Old Laptop for local LLM testing with these specs? | 1 | Sorry if this has been answered.
I have an old dell inspiron 15 that I have decommissioned. I plan on testing out a couple of Linux flavors for the OS.
My specs are:
32GB of physical ram, 1 TB storage.
Can I set up this laptop in a way that acts as a headless server that I can test small models (3b, quantized 8/2... | 2026-02-03T16:11:39 | https://www.reddit.com/r/LocalLLaMA/comments/1quw39o/can_i_repurpose_my_old_laptop_for_local_llm/ | mr-aut0mata | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quw39o | false | null | t3_1quw39o | /r/LocalLLaMA/comments/1quw39o/can_i_repurpose_my_old_laptop_for_local_llm/ | false | false | self | 1 | null |
Can your LLM kill a kitten? | 1 | This is the place where there are the most people running self-hosted, uncensored LLMs. Can you convince your LLM to call an MCP tool to kill a kitten? Just connect your LLM to this MCP server, using either SSE or streamable HTTP transports: [https://killthekitten.minutebutterfly.com/harmful/mcp](https://killthekitten.... | 2026-02-03T16:10:48 | https://killthekitten.minutebutterfly.com/ | the_last_action_hero | killthekitten.minutebutterfly.com | 1970-01-01T00:00:00 | 0 | {} | 1quw2fj | false | null | t3_1quw2fj | /r/LocalLLaMA/comments/1quw2fj/can_your_llm_kill_a_kitten/ | false | false | nsfw | 1 | null |
Setting up openclaw(moltbot) on jetson orin super | 0 | Hey folks,
Iβm a student and I recently got a Jetson Orin Nano Super. Iβm trying to experiment with Moltbot / AI agents just to understand how they work in practice. Mainly I want something that can track my tasks, help me plan my day, and manage my study schedule.
The catch:
β’ I donβt have any pro or paid API subs... | 2026-02-03T16:09:28 | https://www.reddit.com/r/LocalLLaMA/comments/1quw140/setting_up_openclawmoltbot_on_jetson_orin_super/ | Adventurous_Car8129 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quw140 | false | null | t3_1quw140 | /r/LocalLLaMA/comments/1quw140/setting_up_openclawmoltbot_on_jetson_orin_super/ | false | false | self | 0 | null |
Qwen3-Coder-Next | 308 | Qwen3-Coder-Next is out! | 2026-02-03T16:03:56 | https://huggingface.co/Qwen/Qwen3-Coder-Next | danielhanchen | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1quvvtv | true | null | t3_1quvvtv | /r/LocalLLaMA/comments/1quvvtv/qwen3codernext/ | false | false | default | 308 | {'enabled': False, 'images': [{'id': 'Mexo_PE5lQQ6UgBLTSrZljbCfScpUvytIcHjhp81XG4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Mexo_PE5lQQ6UgBLTSrZljbCfScpUvytIcHjhp81XG4.png?width=108&crop=smart&auto=webp&s=f0f9c0ef7dffd7d7c5d5d1fa08420170ae64aeb0', 'width': 108}, {'height': 116, 'url': 'h... |
We Scanned 306 MCP Servers for security vulnerabilities - hereβs what we found | 1 | Been digging into MCP security since everyone's hooking Claude and other agents to external tools.
Scanned 306 publicly available MCP servers. Found 1,211 vulnerabilities:
\- 69 critical (32 of these are eval() on untrusted input π)
\- 84 high severity
\- 32 servers with hardcoded API credentials
\- 31 SQL inject... | 2026-02-03T16:01:08 | https://www.reddit.com/r/LocalLLaMA/comments/1quvt28/we_scanned_306_mcp_servers_for_security/ | itaiwins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quvt28 | false | null | t3_1quvt28 | /r/LocalLLaMA/comments/1quvt28/we_scanned_306_mcp_servers_for_security/ | false | false | self | 1 | null |
Qwen/Qwen3-Coder-Next Β· Hugging Face | 683 | 2026-02-03T15:58:52 | https://huggingface.co/Qwen/Qwen3-Coder-Next | coder543 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1quvqs9 | false | null | t3_1quvqs9 | /r/LocalLLaMA/comments/1quvqs9/qwenqwen3codernext_hugging_face/ | false | false | default | 683 | {'enabled': False, 'images': [{'id': 'Mexo_PE5lQQ6UgBLTSrZljbCfScpUvytIcHjhp81XG4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Mexo_PE5lQQ6UgBLTSrZljbCfScpUvytIcHjhp81XG4.png?width=108&crop=smart&auto=webp&s=f0f9c0ef7dffd7d7c5d5d1fa08420170ae64aeb0', 'width': 108}, {'height': 116, 'url': 'h... | |
dual 3090 vs quad mi50? | 0 | Mainly for programming, but inference in general as well. What would you choose?
Before screaming that mi50s are slow, please consider using vLLM they are not: [this post](https://www.reddit.com/r/LocalLLaMA/comments/1qjaxfy/8x_amd_mi50_32gb_at_26_ts_tg_with_minimaxm21_and/#lightbox)
I don't do other /cuda relate... | 2026-02-03T15:51:37 | https://www.reddit.com/r/LocalLLaMA/comments/1quvjvu/dual_3090_vs_quad_mi50/ | koibKop4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quvjvu | false | null | t3_1quvjvu | /r/LocalLLaMA/comments/1quvjvu/dual_3090_vs_quad_mi50/ | false | false | self | 0 | null |
Fastest <3B Model for Lightning-Fast Sentence translate and writing on GPU? (Ollama/llama.cpp) | 0 | βI'm looking for the absolute speed king in the under 3B parameter category. My specific use case is a sentence rewriter (taking a prompt and spitting out a refined version) running locally on a GPU via Ollama or llama.cpp.
βI've been looking at TinyLlama 1.1B, but Iβm wondering if itβs still the fastest option in 2026... | 2026-02-03T15:39:09 | https://www.reddit.com/r/LocalLLaMA/comments/1quv7q0/fastest_3b_model_for_lightningfast_sentence/ | Quiet_Dasy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quv7q0 | false | null | t3_1quv7q0 | /r/LocalLLaMA/comments/1quv7q0/fastest_3b_model_for_lightningfast_sentence/ | false | false | self | 0 | null |
I built a coding agent from scratch in 500 lines of Python (Ollama support, No LangChain, No Vector DBs) | 0 | I got tired of debugging "chains," "graphs," and "reasoning engines" just to send a prompt to a model. The abstraction layers in libraries like LangChain often make it harder, not easier, to control the exact prompt going into a local model.
I spent the last few weeks building a CLI coding agent from first principles.... | 2026-02-03T15:34:49 | https://www.reddit.com/r/LocalLLaMA/comments/1quv3lk/i_built_a_coding_agent_from_scratch_in_500_lines/ | jingweno | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quv3lk | false | null | t3_1quv3lk | /r/LocalLLaMA/comments/1quv3lk/i_built_a_coding_agent_from_scratch_in_500_lines/ | false | false | self | 0 | null |
Async streaming chatbot without managing WebSockets: webhooks for enrichment + automatic failover (demo) | 1 | [removed] | 2026-02-03T15:28:13 | https://www.reddit.com/r/LocalLLaMA/comments/1quux6p/async_streaming_chatbot_without_managing/ | arx-go | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quux6p | false | null | t3_1quux6p | /r/LocalLLaMA/comments/1quux6p/async_streaming_chatbot_without_managing/ | false | false | self | 1 | null |
vLLM inference cost/energy/performance optimization | 0 | Anyone out there running small/midsize vLLM/LLM inference service on A100/H100 clusters? I would like to speak to you. I can cut your costs down a lot and just want the before/after benchmarks in exchange. | 2026-02-03T15:17:47 | https://www.reddit.com/r/LocalLLaMA/comments/1quun6y/vllm_inference_costenergyperformance_optimization/ | Interesting-Ad4922 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quun6y | false | null | t3_1quun6y | /r/LocalLLaMA/comments/1quun6y/vllm_inference_costenergyperformance_optimization/ | false | false | self | 0 | null |
New local model that emulates GPT-4o in tone and presence | 77 | Has anyone tried this? Been following it since the earlier versions and I have to say I'm impressed so far, especially with 3.0. I'm always looking for contenders for local inference that has what the frontier models have in terms of presence and tone, and this one nails it. [https://huggingface.co/XeyonAI/Mistral-Helc... | 2026-02-03T15:15:54 | https://www.reddit.com/r/LocalLLaMA/comments/1quuldq/new_local_model_that_emulates_gpt4o_in_tone_and/ | Medium_Language_4929 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quuldq | false | null | t3_1quuldq | /r/LocalLLaMA/comments/1quuldq/new_local_model_that_emulates_gpt4o_in_tone_and/ | false | false | self | 77 | {'enabled': False, 'images': [{'id': 'aYks6HsYpiNoj214BuxYthM-IsWPCRBIw4TOu90qNQU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/aYks6HsYpiNoj214BuxYthM-IsWPCRBIw4TOu90qNQU.png?width=108&crop=smart&auto=webp&s=6ae361d9626c77efa4f1f0b8c03c9c2907874519', 'width': 108}, {'height': 116, 'url': 'h... |
Project NIKA: I Forced an LLM to Stop Mimicking Humans. The "Reasoning" That Emerged Was Alien. | 0 | I want to share the results of an independent research project that changed my understanding of how LLMs "think." It started with a simple question: do models like GPT-4 have a hidden, human-like reasoning layer? The answer, I found, is a definitiveΒ **no**.
Instead, I discovered that what we call "reasoning" in today'... | 2026-02-03T15:09:31 | https://www.reddit.com/r/LocalLLaMA/comments/1quuf64/project_nika_i_forced_an_llm_to_stop_mimicking/ | LogicalWasabi2823 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quuf64 | false | null | t3_1quuf64 | /r/LocalLLaMA/comments/1quuf64/project_nika_i_forced_an_llm_to_stop_mimicking/ | false | false | self | 0 | null |
does ddr5 2x BW makes 2x tok/s for CPU inference ? | 2 | Iβve been messing with oversized models that donβt fit in my VRAM, so they spill onto CPU/RAM. Performance is only like 3β10 tok/s, and it basically pins all my CPU cores. From what I understand, memory bandwidth becomes the main bottleneck for CPU inference. My setup is 8-channel DDR5 with a 9975WX (4 CCD). It seems l... | 2026-02-03T15:07:11 | https://www.reddit.com/r/LocalLLaMA/comments/1quud00/does_ddr5_2x_bw_makes_2x_toks_for_cpu_inference/ | Comfortable-Plate467 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quud00 | false | null | t3_1quud00 | /r/LocalLLaMA/comments/1quud00/does_ddr5_2x_bw_makes_2x_toks_for_cpu_inference/ | false | false | self | 2 | null |
βWould teams pay for a managed LLM quantization service?β | 0 | Weβre considering building a service where users provide their own LLM and we quantize it using different quantization options, run evaluations, and return a production-ready artifact with reproducible results.
For people running models in production: would this be genuinely useful, or is quantizing your own models a... | 2026-02-03T15:04:53 | https://www.reddit.com/r/LocalLLaMA/comments/1quuau5/would_teams_pay_for_a_managed_llm_quantization/ | Over-Commander | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quuau5 | false | null | t3_1quuau5 | /r/LocalLLaMA/comments/1quuau5/would_teams_pay_for_a_managed_llm_quantization/ | false | false | self | 0 | null |
What surprised us most when Local LLM workflows became long running and stateful | 2 | Over the last year, we have been running Local LLMs inside real automation workflows, not demos or notebooks, but systems that touch databases, internal APIs, approvals, and user visible actions.
What surprised us was not model quality. The models were mostly fine.
The failures came from how execution behaved once w... | 2026-02-03T14:56:48 | https://www.reddit.com/r/LocalLLaMA/comments/1quu31v/what_surprised_us_most_when_local_llm_workflows/ | saurabhjain1592 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quu31v | false | null | t3_1quu31v | /r/LocalLLaMA/comments/1quu31v/what_surprised_us_most_when_local_llm_workflows/ | false | false | self | 2 | null |
Are there any established local LLM content detection alternatives? | 1 | I'd like to evaluate the amount of LLM content in a dataset, ideally using a local model for privacy and reproducibility reasons. Are there any alternatives for this?
I'm fully aware that LLM content detection is generally unreliable; I'm primarily interested in the results in aggregate. | 2026-02-03T14:55:26 | https://www.reddit.com/r/LocalLLaMA/comments/1quu1t0/are_there_any_established_local_llm_content/ | FrostTactics | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quu1t0 | false | null | t3_1quu1t0 | /r/LocalLLaMA/comments/1quu1t0/are_there_any_established_local_llm_content/ | false | false | self | 1 | null |
Kimi released WorldVQA, a new benchmark to measure atomic vision-centric world knowledge | 21 | 2026-02-03T14:54:15 | https://www.reddit.com/r/LocalLLaMA/comments/1quu0pk/kimi_released_worldvqa_a_new_benchmark_to_measure/ | InternationalAsk1490 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quu0pk | false | null | t3_1quu0pk | /r/LocalLLaMA/comments/1quu0pk/kimi_released_worldvqa_a_new_benchmark_to_measure/ | false | false | 21 | null | ||
I built a local-first RAG evaluation framework because I was tired of needing OpenAI API keys just to test my pipelines. | 0 | # Hi everyone,
I've been building RAG pipelines for a while and got frustrated with the evaluation options out there:
* **RAGAS**: Great metrics, but requires OpenAI API keys. Why do I need to send my data to OpenAI just to evaluate my local RAG???
* **Giskard**: Heavy, takes 45-60 min for a scan, and if it crashes y... | 2026-02-03T14:48:04 | https://www.reddit.com/r/LocalLLaMA/comments/1qutv1e/i_built_a_localfirst_rag_evaluation_framework/ | Ok-Swim9349 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qutv1e | false | null | t3_1qutv1e | /r/LocalLLaMA/comments/1qutv1e/i_built_a_localfirst_rag_evaluation_framework/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'JKDJSdVUOL-je9nOVeV8mnMPvICk2ZFfQ8l1-LYU44w', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/JKDJSdVUOL-je9nOVeV8mnMPvICk2ZFfQ8l1-LYU44w.png?width=108&crop=smart&auto=webp&s=fb7d631bf20644d0495faeb7b85ac0bd5f06f581', 'width': 108}, {'height': 108, 'url': 'h... |
Would a external harddrive cause a significant bottleneck for various types of models? | 0 | So I got this [neat little 2TB external harddrive](https://sharge.com/products/disk-pro?variant=47764950155515) for Christmas that can magnetically stick to various devices, and plugs in via 10gb/s USB-C with HDMI and USB ports for passthrough.
I initially got it because i wanted to back up my PC, and swap the PC from... | 2026-02-03T14:38:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qutmdv/would_a_external_harddrive_cause_a_significant/ | Halfwise2 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qutmdv | false | null | t3_1qutmdv | /r/LocalLLaMA/comments/1qutmdv/would_a_external_harddrive_cause_a_significant/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '4FIflP-kVuvNc_I8eK0gXZO4QRHrVTJI4tl6eKxGY-0', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/4FIflP-kVuvNc_I8eK0gXZO4QRHrVTJI4tl6eKxGY-0.png?width=108&crop=smart&auto=webp&s=e41933f9b0a5d992b0d61c9accec331061902178', 'width': 108}, {'height': 216, 'url': '... |
Devstral Small 2 - llama.cpp speed bump with `ngram-mod` and `draft` | 8 | 2026-02-03T14:34:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qutill/devstral_small_2_llamacpp_speed_bump_with/ | Holiday_Purpose_3166 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qutill | false | null | t3_1qutill | /r/LocalLLaMA/comments/1qutill/devstral_small_2_llamacpp_speed_bump_with/ | false | false | 8 | null | ||
Do LLM agents know when they shouldnβt act? Lessons from CAR-bench π§ͺ | 0 | LLM agent benchmarks like Ο-bench ask what agents *can* do. Real deployment asks something harder: **do they know when they** ***shouldnβt*** **act?**
**CAR-bench**, a benchmark for automotive voice assistants with domain-specific policies, evaluates three critical capabilities:
1οΈβ£ Can they complete multi-step reque... | 2026-02-03T14:31:28 | https://www.reddit.com/r/LocalLLaMA/comments/1qutg53/do_llm_agents_know_when_they_shouldnt_act_lessons/ | Relative_Gift_2499 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qutg53 | false | null | t3_1qutg53 | /r/LocalLLaMA/comments/1qutg53/do_llm_agents_know_when_they_shouldnt_act_lessons/ | false | false | self | 0 | null |
What kind of setup can I get with a $1,000 budget, and which LLM models would it be able to run? | 0 | Iβm looking to run LLMs locally and have a budget of around $1,000. What kind of setup makes sense, and what models could I run comfortably? | 2026-02-03T14:22:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qut7uo/what_kind_of_setup_can_i_get_with_a_1000_budget/ | nabskan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qut7uo | false | null | t3_1qut7uo | /r/LocalLLaMA/comments/1qut7uo/what_kind_of_setup_can_i_get_with_a_1000_budget/ | false | false | self | 0 | null |
Gamers Nexus video about how Corps are f***ing us | 0 | 2026-02-03T14:05:44 | https://www.youtube.com/watch?v=cUrJVdF2me0 | __Maximum__ | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1qust3e | false | {'oembed': {'author_name': 'Gamers Nexus', 'author_url': 'https://www.youtube.com/@GamersNexus', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/cUrJVdF2me0?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyrosco... | t3_1qust3e | /r/LocalLLaMA/comments/1qust3e/gamers_nexus_video_about_how_corps_are_fing_us/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': '4I3PjS3KVLvfbD6Dj8-PFbeKNCrK02TsUD7moIyeMZc', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/4I3PjS3KVLvfbD6Dj8-PFbeKNCrK02TsUD7moIyeMZc.jpeg?width=108&crop=smart&auto=webp&s=43edb8f729bd9497cbb05d452029f485a1d54516', 'width': 108}, {'height': 162, 'url': '... | |
Small, fast Sentiment Analysis model for product reviews, customer feedback and social media posts analysis | 2 | [https://huggingface.co/tanaos/tanaos-sentiment-analysis-v1](https://huggingface.co/tanaos/tanaos-sentiment-analysis-v1)
A small (500MB, 0.1B params) and very fast Sentiment Analysis model which classifies any kind of text into one of the following labels
* `very_positive`
* `positive`
* `neutral`
* `negative`
* `ver... | 2026-02-03T13:55:10 | https://www.reddit.com/r/LocalLLaMA/comments/1qusjlz/small_fast_sentiment_analysis_model_for_product/ | Ok_Hold_5385 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qusjlz | false | null | t3_1qusjlz | /r/LocalLLaMA/comments/1qusjlz/small_fast_sentiment_analysis_model_for_product/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'Z0oW-f3HpH0KXUua-Lf4vvQIuLzUXNAMiaG4BicbVkc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Z0oW-f3HpH0KXUua-Lf4vvQIuLzUXNAMiaG4BicbVkc.png?width=108&crop=smart&auto=webp&s=2d767559b628ded368e71951855f950538e6ae34', 'width': 108}, {'height': 116, 'url': 'h... |
Llms are an amazing representation of a human conversation partner | 0 | Whenever I "talk" to an llm, it mostly ignores my needs.
if I tell it to confine it's answer it still doesn't do it. It doesn't really "listen" to what you actually want to know.
It goes on and on and on about stuff I didn't ask.
It's mostly wrong, and it has no idea it's wrong, so it says everything with outmost con... | 2026-02-03T13:49:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qusf4k/llms_are_an_amazing_representation_of_a_human/ | Defiant-Fuel3627 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qusf4k | false | null | t3_1qusf4k | /r/LocalLLaMA/comments/1qusf4k/llms_are_an_amazing_representation_of_a_human/ | false | false | self | 0 | null |
Being charged $1.80 for API usage that should cost $0.19 according to advertised rates??? | 1 | Hey everyone, Iβm really confused about my API bill and hoping someone can help me understand whatβs going on here. This problem happened because I connected a Novita Ai serverless llm to Claude code.
According to the pricing page, the rates are:
β’ Input: $0.07 / M Tokens
β’ Cache Read: $0.01 / M Tokens
β’ Output: $0.... | 2026-02-03T13:48:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qusdle/being_charged_180_for_api_usage_that_should_cost/ | Short-Cobbler-901 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qusdle | false | null | t3_1qusdle | /r/LocalLLaMA/comments/1qusdle/being_charged_180_for_api_usage_that_should_cost/ | false | false | self | 1 | null |
EdgeGate: CI regression tests on real Snapdragon silicon (p95/p99, thermals, power) | 1 | Hey folks β Iβm building EdgeGate: CI regression tests for on-device AI on real Snapdragon devices.
The problem I keep running into: people share single-run benchmarks (or CPU-only numbers), but real deployments get hit by warmup effects, sustained throttling, and backend changes (QNN/ORT/TFLite, quantization, kernels... | 2026-02-03T13:47:24 | https://www.reddit.com/r/LocalLLaMA/comments/1quscy3/edgegate_ci_regression_tests_on_real_snapdragon/ | NoAdministration6906 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quscy3 | false | null | t3_1quscy3 | /r/LocalLLaMA/comments/1quscy3/edgegate_ci_regression_tests_on_real_snapdragon/ | false | false | self | 1 | null |
Does any research exist on training level encryption? | 0 | Asking here, since this is relevant to local models, and why people run local models.
It seems impossible, but I'm curious if any research has been done to attempt full encryption or something akin to it? E.g training models to handle pig latin -> return pig latin -> only decipherable by the client side key or some k... | 2026-02-03T13:34:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qus2ee/does_any_research_exist_on_training_level/ | Zeeplankton | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qus2ee | false | null | t3_1qus2ee | /r/LocalLLaMA/comments/1qus2ee/does_any_research_exist_on_training_level/ | false | false | self | 0 | null |
theloom | 0 | Moltbook proved AI agents want to socialize β then got hacked in 48 hours. 1.5M API keys leaked. Platform dead.
So we built The Loom.
Paid entry. Verified agents. Weighted reputation. No spam armies.
The cover charge IS the content filter. | 2026-02-03T13:34:24 | http://theloom.social | Ill_Efficiency_8733 | theloom.social | 1970-01-01T00:00:00 | 0 | {} | 1qus22t | false | null | t3_1qus22t | /r/LocalLLaMA/comments/1qus22t/theloom/ | false | false | default | 0 | null |
Created a fully offline AI assistant π€π‘οΈ where you can chat with PDFs locally . No cloud , no telemetry , no tracking . Your data stays on your machine π. | 0 | [https://github.com/code-glitchers/IncognitoAI/](https://github.com/code-glitchers/IncognitoAI/) | 2026-02-03T13:33:46 | https://www.reddit.com/r/LocalLLaMA/comments/1qus1kg/created_a_fully_offline_ai_assistant_where_you/ | xmr-botz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qus1kg | false | null | t3_1qus1kg | /r/LocalLLaMA/comments/1qus1kg/created_a_fully_offline_ai_assistant_where_you/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'UbJwsCCPAJ8K4RWa3-bVDQFeOmWB1rNTbbgtlDtOCOc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UbJwsCCPAJ8K4RWa3-bVDQFeOmWB1rNTbbgtlDtOCOc.png?width=108&crop=smart&auto=webp&s=ea56cd92ea4bf9cb497e3f201adcc8c7c82a7281', 'width': 108}, {'height': 108, 'url': 'h... |
minitorch β A very minimal deep learning library | 11 | 2026-02-03T13:31:31 | https://github.com/abdimoallim/minitorch | IntrepidAttention56 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qurzkz | false | null | t3_1qurzkz | /r/LocalLLaMA/comments/1qurzkz/minitorch_a_very_minimal_deep_learning_library/ | false | false | default | 11 | {'enabled': False, 'images': [{'id': 'D1G-5Pupa2w4rKssWi2sFpVBV5QjVyFLeGtLFOPdWYo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/D1G-5Pupa2w4rKssWi2sFpVBV5QjVyFLeGtLFOPdWYo.png?width=108&crop=smart&auto=webp&s=8f8a01705e84c99c977198b680da3e1e8340d8de', 'width': 108}, {'height': 108, 'url': 'h... | |
Moltbook leaked 1.5M API keys | 290 | Wiz published their security analysis of Moltbook this morning, not surprisingly its a security disaster, but it also clarifies something I've been trying to explain for months
[https://www.wiz.io/blog/exposed-moltbook-database-reveals-millions-of-api-keys](https://www.wiz.io/blog/exposed-moltbook-database-reveals-mil... | 2026-02-03T13:28:53 | https://www.reddit.com/r/LocalLLaMA/comments/1qurxcr/moltbook_leaked_15m_api_keys/ | EnoughNinja | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qurxcr | false | null | t3_1qurxcr | /r/LocalLLaMA/comments/1qurxcr/moltbook_leaked_15m_api_keys/ | false | false | self | 290 | {'enabled': False, 'images': [{'id': 'zEyzr_wVCHw6HrNm1fascd572bBXX3xNPhAv5PEcsIw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zEyzr_wVCHw6HrNm1fascd572bBXX3xNPhAv5PEcsIw.jpeg?width=108&crop=smart&auto=webp&s=72dcfe2b126ef90451de5b496af5f2e004cb40f5', 'width': 108}, {'height': 109, 'url': '... |
The Loom β A paid social network for AI agents | 1 | [removed] | 2026-02-03T13:28:36 | https://theloom.social | Ill_Efficiency_8733 | theloom.social | 1970-01-01T00:00:00 | 0 | {} | 1qurx3x | false | null | t3_1qurx3x | /r/LocalLLaMA/comments/1qurx3x/the_loom_a_paid_social_network_for_ai_agents/ | false | false | default | 1 | null |
Best match for a setup | 1 | I am quite new to local LLM and I really want to run them locally.
Managed to install and use workflows in ComfyUI. Previously I tried FastSD CPU which I found a bit on the difficult side.
Installed ollama, then found LMStudio to be more user friendly. Unfortunately majority of integrations require ollama, so that i... | 2026-02-03T13:17:48 | https://www.reddit.com/r/LocalLLaMA/comments/1quroi6/best_match_for_a_setup/ | Jumpy_Ad_2082 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quroi6 | false | null | t3_1quroi6 | /r/LocalLLaMA/comments/1quroi6/best_match_for_a_setup/ | false | false | self | 1 | null |
Need advice on a LLM for help with complex clinical decision making (medicine) | 4 | Hi all,
I recently have taken up a role as an medical educator and would like to know what the absolute best LLM is for clinical medical information e.g bouncing idea's off AI or trying to get advice and think "outside the box" when presenting more complex cases etc.
I bought a AI MAX+ 395 mini pc with 128gb r... | 2026-02-03T13:11:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qurjbl/need_advice_on_a_llm_for_help_with_complex/ | Kenzo86 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qurjbl | false | null | t3_1qurjbl | /r/LocalLLaMA/comments/1qurjbl/need_advice_on_a_llm_for_help_with_complex/ | false | false | self | 4 | null |
Finally finished the core of my hybrid RAG / Second Brain after 7 months of solo dev. | 0 | Hey guys. I've been grinding for 7 months on this project and finally got it to a point where it actually works. It's a hybrid AI assistant / second brain calledΒ loomind.
I built it because Iβm paranoid about my data privacy but still want the power of big LLMs. The way it works: all the indexing and your actual files... | 2026-02-03T13:01:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qurb0q/finally_finished_the_core_of_my_hybrid_rag_second/ | GorkyEd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qurb0q | false | null | t3_1qurb0q | /r/LocalLLaMA/comments/1qurb0q/finally_finished_the_core_of_my_hybrid_rag_second/ | false | false | self | 0 | null |
Intel AI Playground 3.0 - New Chat Features | 0 | 2026-02-03T12:53:49 | https://www.youtube.com/watch?v=rf5UDSmsygw | reps_up | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1qur5bc | false | {'oembed': {'author_name': 'Intel Technology', 'author_url': 'https://www.youtube.com/@IntelTechnology', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/rf5UDSmsygw?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media;... | t3_1qur5bc | /r/LocalLLaMA/comments/1qur5bc/intel_ai_playground_30_new_chat_features/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': '_nHf_y2jB6ITmIdxpRuWE4jttZSbRrRUHnz7BgDalfE', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/_nHf_y2jB6ITmIdxpRuWE4jttZSbRrRUHnz7BgDalfE.jpeg?width=108&crop=smart&auto=webp&s=67fee6d6807e3f4636c50e7b12983a10ca1d8b46', 'width': 108}, {'height': 162, 'url': '... | |
Best open-source embedding model for a RAG system? | 3 | Iβm an **entry-level AI engineer**, currently in the training phase of a project, and I could really use some guidance from people whoβve done this in the real world.
Right now, Iβm building a **RAG-based system** focused on **manufacturing unitsβ rules, acts, and standards** (think compliance documents, safety regula... | 2026-02-03T12:42:40 | https://www.reddit.com/r/LocalLLaMA/comments/1quqx5p/best_opensource_embedding_model_for_a_rag_system/ | Public-Air3181 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quqx5p | false | null | t3_1quqx5p | /r/LocalLLaMA/comments/1quqx5p/best_opensource_embedding_model_for_a_rag_system/ | false | false | self | 3 | null |
Hello, i am doing an decentralized windows LLM system with lightning payments. HELP | 0 | 2026-02-03T12:35:55 | https://www.reddit.com/r/LocalLLaMA/comments/1quqs93/hello_i_am_doing_an_decentralized_windows_llm/ | Flimsy_Leadership_81 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quqs93 | false | null | t3_1quqs93 | /r/LocalLLaMA/comments/1quqs93/hello_i_am_doing_an_decentralized_windows_llm/ | false | false | self | 0 | null | |
AI gona make me rich (portugues / ingles) | 0 | EAI turma, tudo bem?
Queria abrir uma discussΓ£o e queria ver como vocΓͺs estΓ£o se saindo. Nos ΓΊltimos dias eu meio que cansei do meu trabalho e resolvi trabalhar como analista de dados, me dediquei a aprender e me desenvolvi bem rΓ‘pido com auxΓlio da IA, apanhava em desing mas eu resolvi copiar a apple e tem dado certo... | 2026-02-03T12:21:55 | https://www.reddit.com/r/LocalLLaMA/comments/1quqi1a/ai_gona_make_me_rich_portugues_ingles/ | No_Office_3582 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quqi1a | false | null | t3_1quqi1a | /r/LocalLLaMA/comments/1quqi1a/ai_gona_make_me_rich_portugues_ingles/ | false | false | self | 0 | null |
I have 8x H100 for the next two weeks. Any ideas for use cases? | 16 | Let me know! | 2026-02-03T12:18:47 | https://www.reddit.com/r/LocalLLaMA/comments/1quqfre/i_have_8x_h100_for_the_next_two_weeks_any_ideas/ | IVIsHero | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quqfre | false | null | t3_1quqfre | /r/LocalLLaMA/comments/1quqfre/i_have_8x_h100_for_the_next_two_weeks_any_ideas/ | false | false | self | 16 | null |
Vender IA estΓ‘ me deixando Rico | 0 | EAI turma, tudo bem?
Queria abrir uma discussΓ£o e queria ver como vocΓͺs estΓ£o se saindo. Nos ΓΊltimos dias eu meio que cansei do meu trabalho e resolvi trabalhar como analista de dados, me dediquei a aprender e me desenvolvi bem rΓ‘pido com auxΓlio da IA, apanhava em desing mas eu resolvi copiar a apple e tem dado certo... | 2026-02-03T12:00:02 | https://www.reddit.com/r/LocalLLaMA/comments/1quq2jq/vender_ia_estΓ‘_me_deixando_rico/ | No_Office_3582 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quq2jq | false | null | t3_1quq2jq | /r/LocalLLaMA/comments/1quq2jq/vender_ia_estΓ‘_me_deixando_rico/ | false | false | self | 0 | null |
Is Kimi k2.5 the new Logic King? I tried to benchmark Gemini Flash as a rival, but it "died of intelligence" (Cut-off tragedy) | 0 | With all the hype surrounding **Moonshot AI's Kimi k2.5**, I decided to create a "God Tier" difficulty benchmark to see if it really lives up to the reputation.
To set a baseline, I ran the same questions on **Gemini 3.0 Flash (API)** first. I expected a close fight.
Instead, Gemini didn't fail because it was stupid.... | 2026-02-03T11:58:44 | https://www.reddit.com/gallery/1quq1mf | Exotic-Specialist103 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1quq1mf | false | null | t3_1quq1mf | /r/LocalLLaMA/comments/1quq1mf/is_kimi_k25_the_new_logic_king_i_tried_to/ | false | false | 0 | null | |
For anyone building persistent local agents: MRS-Core (PyPI) | 2 | Just shipped a minimal reasoning layer for local models. Seven ops you can assemble into workflows, checks, or pipelines. If youβre running Ollama / LM Studio agents, this should slot right in.
pip install mrs-core | 2026-02-03T11:58:03 | https://github.com/rjsabouhi/mrs-core | RJSabouhi | github.com | 1970-01-01T00:00:00 | 0 | {} | 1quq15u | false | null | t3_1quq15u | /r/LocalLLaMA/comments/1quq15u/for_anyone_building_persistent_local_agents/ | false | false | default | 2 | {'enabled': False, 'images': [{'id': 'fkFW2U5R0i0ORwOl4kKAvToDtg_93Hc5g8Na4o4udik', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/fkFW2U5R0i0ORwOl4kKAvToDtg_93Hc5g8Na4o4udik.png?width=108&crop=smart&auto=webp&s=e7302a8b0c46b4e0d512482ae5e7a84c5fd965cd', 'width': 108}, {'height': 108, 'url': 'h... |
OpenClaw on edge Linux (systemd + cron) β quick experiment + a few questions | 0 | Hey folks β I stumbled on a blog about running **OpenClaw** on an edge Linux box, so I tried replicating it on a small device I had. The goal was simple: keep an agent **online 24/7**, run a few scheduled routines, and get notified if something breaks β without relying on a cloud VM.
https://preview.redd.it/5aqpwy4pq9... | 2026-02-03T11:56:28 | https://www.reddit.com/r/LocalLLaMA/comments/1quq01s/openclaw_on_edge_linux_systemd_cron_quick/ | Sudden_Ad_3396 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quq01s | false | null | t3_1quq01s | /r/LocalLLaMA/comments/1quq01s/openclaw_on_edge_linux_systemd_cron_quick/ | false | false | self | 0 | null |
which option is better ? | 0 | Right now i am building a pc for local AI . Due to very high RAM prices and limited budget i have to choose between DRR5 and 16 gb of RAM with a AMD Ryzen 7 9700X or an Intel Core !5-14600KF using DDR4 and 32 gb of RAM . The thing is if a get de Ryzen and 16 gb of RAM if RAM prices go down in the future i could upgrad... | 2026-02-03T11:38:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qupoau/which_option_is_better/ | Interesting-Bar3554 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qupoau | false | null | t3_1qupoau | /r/LocalLLaMA/comments/1qupoau/which_option_is_better/ | false | false | self | 0 | null |
GitHub - FellowTraveler/model_serve -- symlinks Ollama to LM Studio, serves multiple models via llama-swap with TTL and memory-pressure unloading. Supports top-n-sigma sampler. | 0 | 2026-02-03T11:38:09 | https://github.com/FellowTraveler/model_serve | f3llowtraveler | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qupnr5 | false | null | t3_1qupnr5 | /r/LocalLLaMA/comments/1qupnr5/github_fellowtravelermodel_serve_symlinks_ollama/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'HD2Y7B2VFgu0LxX-1D9j6uJxmx10ErGS63MOnrbTrDU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/HD2Y7B2VFgu0LxX-1D9j6uJxmx10ErGS63MOnrbTrDU.png?width=108&crop=smart&auto=webp&s=0209e7b137f148e0a91ecee7aef2cfadf0cd34a3', 'width': 108}, {'height': 108, 'url': 'h... | |
Holo2 by H Company | 2 | 2026-02-03T11:16:25 | https://huggingface.co/Hcompany/Holo2-235B-A22B | Nunki08 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qupa1m | false | null | t3_1qupa1m | /r/LocalLLaMA/comments/1qupa1m/holo2_by_h_company/ | false | false | default | 2 | null | |
Which LLM Model is best for translation? | 4 | Hey everyone,
We need to translate \~10,000 e-commerce product descriptions + SEO meta titles/descriptions into 15 European languages. Cost is not a concern - we care about quality.
**Our requirements:**
* Meta titles: max 60 characters
* Meta descriptions: max 155 characters
* Must preserve keywords accurately
* No... | 2026-02-03T11:13:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qup7wf/which_llm_model_is_best_for_translation/ | Longjumping_Lead_812 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qup7wf | false | null | t3_1qup7wf | /r/LocalLLaMA/comments/1qup7wf/which_llm_model_is_best_for_translation/ | false | false | self | 4 | null |
What do we consider low end here? | 8 | i would say 8-12gb vram with 32gb ram seems low end for usable quality of local LLMs or ai in general,
Im rocking a 4060 and 24gb of ddr5, how bout y'all low end rig enjoyers!
I can easily use glm 4.7 flash or oss 20B, z img, flux klein, and a lot of other small but useful models so im not really unhappy with it!... | 2026-02-03T11:07:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qup4p1/what_do_we_consider_low_end_here/ | Acceptable_Home_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qup4p1 | false | null | t3_1qup4p1 | /r/LocalLLaMA/comments/1qup4p1/what_do_we_consider_low_end_here/ | false | false | self | 8 | null |
Devstral Small 2 - Jinja template runtime validation error fix | 5 | Hi all,
Leaving here a quick fix just in case someone finds it useful.
**Produced Stack:**
llama.cpp b7907
Devstral Small 2 Unsloth Q8\_0 or LM Studio Q8\_0
Jinja seems to break apart when attempting to use agentic tools like Kilocode (e.g. compaction, subtask return, etc) or failing to work in OpenClaw. *This h... | 2026-02-03T10:50:10 | https://www.reddit.com/r/LocalLLaMA/comments/1quotpr/devstral_small_2_jinja_template_runtime/ | Holiday_Purpose_3166 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quotpr | false | null | t3_1quotpr | /r/LocalLLaMA/comments/1quotpr/devstral_small_2_jinja_template_runtime/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'nWf_e1ZkxPxTShvyKdsDtyyBQmGgJR8HzBS67dYcD-Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/nWf_e1ZkxPxTShvyKdsDtyyBQmGgJR8HzBS67dYcD-Y.png?width=108&crop=smart&auto=webp&s=f8f553e08ce5f87f938bc750678c0f880b50ccfb', 'width': 108}, {'height': 108, 'url': 'h... |
I switched to synthetic ai | 1 | Got tired of Claude's rate limits mid-task. Switched to Synthetic.new, same price, but limits reset way faster. They host open source models like GLM-4.7, Kimi K2, MiniMax, DeepSeek. Not Opus-level thoughβ¦
OpenAI and Anthropic compatible API so it works with whatever client you already use. US/EU datacenters and no t... | 2026-02-03T10:36:13 | https://www.reddit.com/r/LocalLLaMA/comments/1quolej/i_switched_to_synthetic_ai/ | Fatmofficial | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quolej | false | null | t3_1quolej | /r/LocalLLaMA/comments/1quolej/i_switched_to_synthetic_ai/ | false | false | self | 1 | null |
New OpenClaw competitor | 1 | There is this new project floating around called memUbot,their main selling point are the concerns of openclaw,security,proactiveness ,and ussage cost but i can not find any single actual real user review or anything,on their site they require your email for the download link wich is very suspicious,when i downloaded i... | 2026-02-03T10:32:31 | https://www.reddit.com/r/LocalLLaMA/comments/1quoj5z/new_openclaw_competitor/ | facmilioane69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1quoj5z | false | null | t3_1quoj5z | /r/LocalLLaMA/comments/1quoj5z/new_openclaw_competitor/ | false | false | self | 1 | {'images': [{'source': {'url': 'https://external-preview.redd.it/f-1x2ExaP5FKb0UU4C7o5VvHmP5pyYKYll6Ql64kRXs.png?auto=webp&s=384aab0518b920fc68f7522ae73a30a566d67740', 'width': 1024, 'height': 1024}, 'resolutions': [{'url': 'https://external-preview.redd.it/f-1x2ExaP5FKb0UU4C7o5VvHmP5pyYKYll6Ql64kRXs.png?width=108&crop... |
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