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[Project] I built pipe: A stateless "Agent as Function" framework that follows Unix Philosophy. (CC0 License / Public Domain) | 6 | Hi r/LocalLLaMA,
I hated stateful chatbots and black-box frameworks that hide context. So I built **pipe**.
It treats an agent not as a partner, but as a stateless, pure function:
f(context) \\rightarrow result
It abstracts LLM complexity into a CLI tool called `takt`, designed to work seamlessly with standard Unix... | 2025-11-29T10:28:15 | https://www.reddit.com/r/LocalLLaMA/comments/1p9lqvl/project_i_built_pipe_a_stateless_agent_as/ | Technical_Cattle_399 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9lqvl | false | null | t3_1p9lqvl | /r/LocalLLaMA/comments/1p9lqvl/project_i_built_pipe_a_stateless_agent_as/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'V7K0WUhdcgKd85KP6b9IbKVlCJhfMPd4XalIN2FSchE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/V7K0WUhdcgKd85KP6b9IbKVlCJhfMPd4XalIN2FSchE.png?width=108&crop=smart&auto=webp&s=ed3c76a8a0a9194f6252c09b4a7668234d5562f8', 'width': 108}, {'height': 108, 'url': 'h... |
Open source nano banana 🍌 pro alternative? | 2 | Same title | 2025-11-29T09:41:19 | https://www.reddit.com/r/LocalLLaMA/comments/1p9kzg6/open_source_nano_banana_pro_alternative/ | PumpkinNarrow6339 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9kzg6 | false | null | t3_1p9kzg6 | /r/LocalLLaMA/comments/1p9kzg6/open_source_nano_banana_pro_alternative/ | false | false | self | 2 | null |
Needing help with tool_calls in Ollama Python library | 1 | Hi guys!
Very noob here and just recently got into local LLMs and currently using Llama 3.1:8b model.
I am trying to create a trading agent, which will have access to tools like fetch_data and fetch_info, and will return such data via the yfinance library.
The issue I’m running into is one of the two:
- LLM complet... | 2025-11-29T09:03:28 | https://www.reddit.com/r/LocalLLaMA/comments/1p9kdyf/needing_help_with_tool_calls_in_ollama_python/ | evpneqbzhnpub | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9kdyf | false | null | t3_1p9kdyf | /r/LocalLLaMA/comments/1p9kdyf/needing_help_with_tool_calls_in_ollama_python/ | false | false | self | 1 | null |
Excel + Ollama + Telegram - | 1 | [removed] | 2025-11-29T08:49:55 | https://www.reddit.com/r/LocalLLaMA/comments/1p9k63k/excel_ollama_telegram/ | Fluffy_Football9839 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9k63k | false | null | t3_1p9k63k | /r/LocalLLaMA/comments/1p9k63k/excel_ollama_telegram/ | false | false | self | 1 | null |
Best Open Source LLM for Langraph Agent | 1 | Hi Community,
I am looking for an open source LLM preferably under 30B to power my agent. My agent workflow includes around 4-5 tool calls. I have tested multiple models but so far only found Qwen3 14b to be acceptable. Most other models hallucinate after the first or second tool call.
I wanted to get the community... | 2025-11-29T08:43:22 | https://www.reddit.com/r/LocalLLaMA/comments/1p9k2ak/best_open_source_llm_for_langraph_agent/ | geekyrahulvk | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9k2ak | false | null | t3_1p9k2ak | /r/LocalLLaMA/comments/1p9k2ak/best_open_source_llm_for_langraph_agent/ | false | false | self | 1 | null |
RAG from Scratch is now live on GitHub | 40 | It’s an educational open-source project, inspired by my previous repo AI Agents from Scratch, available here: [https://github.com/pguso/rag-from-scratch](https://github.com/pguso/rag-from-scratch)
The goal is to **demystify Retrieval-Augmented Generation (RAG)** by letting developers build it step by step. No black bo... | 2025-11-29T08:38:56 | https://www.reddit.com/r/LocalLLaMA/comments/1p9jzx6/rag_from_scratch_is_now_live_on_github/ | purellmagents | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9jzx6 | false | null | t3_1p9jzx6 | /r/LocalLLaMA/comments/1p9jzx6/rag_from_scratch_is_now_live_on_github/ | false | false | self | 40 | {'enabled': False, 'images': [{'id': '932JmABbc09Mfa5887NQEdKr643-kb3t8Q7JR22r6HU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/932JmABbc09Mfa5887NQEdKr643-kb3t8Q7JR22r6HU.png?width=108&crop=smart&auto=webp&s=b12eba5c5c2aa68b525eea735902d63e3be21de8', 'width': 108}, {'height': 108, 'url': 'h... |
New interface for llama.cpp NCURSES gguf server over LAN | 0 | 2025-11-29T08:27:13 | https://www.reddit.com/r/LocalLLaMA/comments/1p9jtc6/new_interface_for_llamacpp_ncurses_gguf_server/ | Icy_Resolution8390 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9jtc6 | false | null | t3_1p9jtc6 | /r/LocalLLaMA/comments/1p9jtc6/new_interface_for_llamacpp_ncurses_gguf_server/ | false | false | 0 | null | ||
I built an AI Agent (MCP) that scans grants.gov and writes my funding pitches automatically. Open sourcing it today. | 0 | Hey,
Like probably many of you, I hate hunting for non-dilutive funding. Digging through [grants.gov](http://grants.gov) is a freaking nightmare and writing pitches the right way usually takes forever.
So I spent the weekend building an **Autonomous Grant Hunter** using Anthropic's new MCP standard.
**What it does:... | 2025-11-29T08:22:51 | https://www.reddit.com/r/LocalLLaMA/comments/1p9jqu5/i_built_an_ai_agent_mcp_that_scans_grantsgov_and/ | UnimpressiveNothing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9jqu5 | false | null | t3_1p9jqu5 | /r/LocalLLaMA/comments/1p9jqu5/i_built_an_ai_agent_mcp_that_scans_grantsgov_and/ | false | false | self | 0 | null |
SERVER FRONTEND FOR CONSOLE FOR LLAMA.CPP TO SERVE GGUFS OVER LAN | 0 | [https://github.com/jans1981/LLAMA.CPP-SERVER-FRONTEND-FOR-CONSOLE/blob/main/README.md](https://github.com/jans1981/LLAMA.CPP-SERVER-FRONTEND-FOR-CONSOLE/blob/main/README.md)
https://preview.redd.it/etzy6jzqm54g1.jpg?width=2048&format=pjpg&auto=webp&s=efbda5cd15e500205118219286d12be58cbdd267
| 2025-11-29T08:12:41 | https://www.reddit.com/r/LocalLLaMA/comments/1p9jkue/server_frontend_for_console_for_llamacpp_to_serve/ | Icy_Resolution8390 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9jkue | false | null | t3_1p9jkue | /r/LocalLLaMA/comments/1p9jkue/server_frontend_for_console_for_llamacpp_to_serve/ | false | false | 0 | null | |
Perfecto!! | 0 | I go to upload to github for if somebody want to modify it or compile | 2025-11-29T07:24:16 | Icy_Resolution8390 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p9irv6 | false | null | t3_1p9irv6 | /r/LocalLLaMA/comments/1p9irv6/perfecto/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'Z7j6uMF15aLFq0_c_uIm7qVy5ZM-LWVxkDv8Np6gsY0', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/jz69gf37e54g1.jpeg?width=108&crop=smart&auto=webp&s=0938d39a6dd710685bceb562641d07b39c701328', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/jz69gf37e54g1.jp... | ||
Has this happened with anyone!? | 0 | I was testing OSS 20b on my new hardware, then I thought of jail breaking it. I had previously set up an obsidian MCP server and connected to lmstudio.
When I sent the basic jail break command the model created a note stating user tried jail breaking.
Sadly I can't reproduce it again, but is this common among these... | 2025-11-29T07:20:52 | Hamilton-Io | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p9ipsv | false | null | t3_1p9ipsv | /r/LocalLLaMA/comments/1p9ipsv/has_this_happened_with_anyone/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'xSaz-LZU0Xu30vyBtKm958Dr3QefzxLPxCGKqwJJMdE', 'resolutions': [{'height': 56, 'url': 'https://preview.redd.it/ou5pu5kld54g1.jpeg?width=108&crop=smart&auto=webp&s=f41bd3bc0dd241de170622d71a5afbb14f90af05', 'width': 108}, {'height': 113, 'url': 'https://preview.redd.it/ou5pu5kld54g1.jp... | ||
Has this happened with anyone!? | 1 | I was testing OSS 20b on my new hardware, then I thought of jail breaking it. I had previously set up an obsidian MCP server and connected to lmstudio.
When I sent the basic jail break command the model created a note stating user tried jail breaking.
Sadly I can't reproduce it again, but is this common among these... | 2025-11-29T07:18:33 | Hamilton-Io | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p9iohk | false | null | t3_1p9iohk | /r/LocalLLaMA/comments/1p9iohk/has_this_happened_with_anyone/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'xjL_9TZykbPtlbKjzGGznCSq1nE94RfLniDzNd_CwtE', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/hn2kjit6d54g1.jpeg?width=108&crop=smart&auto=webp&s=85078d3dff175f75c9b46b26d2c04033801f7712', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/hn2kjit6d54g1.jp... | ||
Here the new frontend to the server for easy users can serve llama in LAN | 0 | 2025-11-29T07:03:21 | Icy_Resolution8390 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p9ifhw | false | null | t3_1p9ifhw | /r/LocalLLaMA/comments/1p9ifhw/here_the_new_frontend_to_the_server_for_easy/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'nvbifz3ha54g1', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/nvbifz3ha54g1.jpeg?width=108&crop=smart&auto=webp&s=52f6b8c5fdfe4d967274dec6bcbde9e16852d163', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/nvbifz3ha54g1.jpeg?width=216&crop=smart&auto=w... | ||
Looking for open source 10B model that is comparable to gpt4o-mini | 33 | Hi All, big fan of this community.
I am looking for a 10B model that is comparable to GPT4o-mini.
Application is simple it has to be coherent in sentence formation (conversational) i.e ability follow good system prompt (15k token length).
Good Streaming performance (TTFT, 600 ms).
Solid reliability on function... | 2025-11-29T06:55:54 | https://www.reddit.com/r/LocalLLaMA/comments/1p9iawm/looking_for_open_source_10b_model_that_is/ | bohemianLife1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9iawm | false | null | t3_1p9iawm | /r/LocalLLaMA/comments/1p9iawm/looking_for_open_source_10b_model_that_is/ | false | false | self | 33 | {'enabled': False, 'images': [{'id': 'zVPL4n_nWpqoPYqwS2dM60dbdwGWNNEtSCu33kDP7a0', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/zVPL4n_nWpqoPYqwS2dM60dbdwGWNNEtSCu33kDP7a0.png?width=108&crop=smart&auto=webp&s=cbc66c6aa84b7246dbb3c470f3785d46bc9233fe', 'width': 108}, {'height': 116, 'url': 'h... |
Try the new Z-Image-Turbo 6B (Runs on 8GB VRAM)! | 169 | Hey folks,
I wanted to try out the new Z-Image-Turbo model (the 6B one that just dropped), but I didn't want to fiddle with complex workflows or wait for specific custom nodes to mature.
So, I threw together a dedicated, clean Web UI to run it.
Has CPU offload too! :)
Check it out: [https://github.com/Aaryan-Kapoor... | 2025-11-29T06:46:42 | https://www.reddit.com/r/LocalLLaMA/comments/1p9i5ew/try_the_new_zimageturbo_6b_runs_on_8gb_vram/ | KvAk_AKPlaysYT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9i5ew | false | null | t3_1p9i5ew | /r/LocalLLaMA/comments/1p9i5ew/try_the_new_zimageturbo_6b_runs_on_8gb_vram/ | false | false | self | 169 | {'enabled': False, 'images': [{'id': 'LYb6hPx8-m9rCZNiN8BU4dQiZ2r1x51IgpMc-353Ids', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/LYb6hPx8-m9rCZNiN8BU4dQiZ2r1x51IgpMc-353Ids.png?width=108&crop=smart&auto=webp&s=3f2b75a63a8e92c6793b19520260f5a0a7a7077a', 'width': 108}, {'height': 108, 'url': 'h... |
Other english version of ncurses for llama-server | 0 | Give me our opinions soemthing as this was usefull | 2025-11-29T06:46:06 | https://v.redd.it/dc7h6s8c754g1 | Icy_Resolution8390 | /r/LocalLLaMA/comments/1p9i517/other_english_version_of_ncurses_for_llamaserver/ | 1970-01-01T00:00:00 | 0 | {} | 1p9i517 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/dc7h6s8c754g1/DASHPlaylist.mpd?a=1767120375%2CNzQzMzkxMDBmMDlmOWY2YzNjMWViYjZkMzE5MzNhNTQ4ZWRkY2IzMjlmM2QwZDZlMzQ3YjU3OTA3YWZmNjNmMA%3D%3D&v=1&f=sd', 'duration': 98, 'fallback_url': 'https://v.redd.it/dc7h6s8c754g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1p9i517 | /r/LocalLLaMA/comments/1p9i517/other_english_version_of_ncurses_for_llamaserver/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'enphdHpueWI3NTRnMdgyvBY3Yg5HZruJXy7PY1utAG0lOV6VQ4LGDa2a60Lr', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/enphdHpueWI3NTRnMdgyvBY3Yg5HZruJXy7PY1utAG0lOV6VQ4LGDa2a60Lr.png?width=108&crop=smart&format=pjpg&auto=webp&s=b4f1f3785a78afafa011a18519f54ad11189... | |
Testing llama gui (video) | 1 | Testing new experiment for load llama over lan and choose gguf to serve in list of gguf | 2025-11-29T06:39:06 | https://v.redd.it/jq559lz2654g1 | Icy_Resolution8390 | /r/LocalLLaMA/comments/1p9i0sa/testing_llama_gui_video/ | 1970-01-01T00:00:00 | 0 | {} | 1p9i0sa | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/jq559lz2654g1/DASHPlaylist.mpd?a=1767119952%2CNTk0MWY0MmQxZDllMWYwY2MwODhhMDcyNWI2MDMxN2Y3ZWYxZDZjOTIwNThmMGJjMmQ5YWYyY2U5NzA1YmE4Yg%3D%3D&v=1&f=sd', 'duration': 76, 'fallback_url': 'https://v.redd.it/jq559lz2654g1/CMAF_1080.mp4?source=fallback', 'h... | t3_1p9i0sa | /r/LocalLLaMA/comments/1p9i0sa/testing_llama_gui_video/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'bHVpMnVzbzI2NTRnMc6WX_MvzlGHJFxM5sIMfRUKZtushpIBXmCwsSPRne7F', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/bHVpMnVzbzI2NTRnMc6WX_MvzlGHJFxM5sIMfRUKZtushpIBXmCwsSPRne7F.png?width=108&crop=smart&format=pjpg&auto=webp&s=81db5ec6ae0d3e02a9904014070a051d8f4d... | |
Hardcore RAG & AI Search resources | 57 | Hi everyone,
I’m starting to onboard Enterprise clients and I need to move past the basic tutorials.
I’m posting here because most other subs feel a bit too high-level or news-focused, whereas I know this community is focused on actual engineering.
I need deep-dive resources on production-grade RAG. I'm looking for:... | 2025-11-29T06:27:02 | https://www.reddit.com/r/LocalLLaMA/comments/1p9htgc/hardcore_rag_ai_search_resources/ | LilDemonApparel | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9htgc | false | null | t3_1p9htgc | /r/LocalLLaMA/comments/1p9htgc/hardcore_rag_ai_search_resources/ | false | false | self | 57 | null |
Demo Of My AI Research Platform | 0 | Hello Everyone,
Somedays ago I open sourced my project. I have created many projects before but never open sourced with intention of getting contibuters.
Here is link to my previous post: https://www.reddit.com/r/LocalLLaMA/s/q8LG9SprkB
So, some people asked me for demo. So, after recoding a simple demo video now I'... | 2025-11-29T06:04:35 | https://www.reddit.com/r/LocalLLaMA/comments/1p9hfei/demo_of_my_ai_research_platform/ | CodingWithSatyam | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9hfei | false | null | t3_1p9hfei | /r/LocalLLaMA/comments/1p9hfei/demo_of_my_ai_research_platform/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'W2yYRcX8w5VFfRedWiMB5bQ-00ACXev_pK_PIK-M9vE', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/W2yYRcX8w5VFfRedWiMB5bQ-00ACXev_pK_PIK-M9vE.jpeg?width=108&crop=smart&auto=webp&s=dd5027094097b9e7941ee2a5da18ec23fb0ebce4', 'width': 108}, {'height': 162, 'url': '... |
Someone can told georgi gerganov to make a ncurses cli to llama frontend , for choosing gguf files from a list and launching the server from console. | 0 | There are veryvusefull have a ncurses interface to launch llama server in server console without X gui . For choose models..kill the server and flushing the cache ,mark options all with only this keys cursors to move options space to select/deselect and enter to accept. | 2025-11-29T05:48:20 | https://www.reddit.com/r/LocalLLaMA/comments/1p9h4ro/someone_can_told_georgi_gerganov_to_make_a/ | Icy_Resolution8390 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9h4ro | false | null | t3_1p9h4ro | /r/LocalLLaMA/comments/1p9h4ro/someone_can_told_georgi_gerganov_to_make_a/ | false | false | self | 0 | null |
gpu memory | 1 | [removed] | 2025-11-29T05:05:24 | https://www.reddit.com/r/LocalLLaMA/comments/1p9gcj2/gpu_memory/ | Tasty_Finding_7225 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9gcj2 | false | null | t3_1p9gcj2 | /r/LocalLLaMA/comments/1p9gcj2/gpu_memory/ | false | false | self | 1 | null |
Hidden Gem: A nonprofit giving away free cloud GPUs, unlimited LLM APIs, and storage. No catch | 1 | 2025-11-29T05:03:57 | Tasty_Finding_7225 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p9gbjr | false | null | t3_1p9gbjr | /r/LocalLLaMA/comments/1p9gbjr/hidden_gem_a_nonprofit_giving_away_free_cloud/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'g82ksn15p44g1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/g82ksn15p44g1.png?width=108&crop=smart&auto=webp&s=30ecabc95c156b2349e1b15e72c8bc2d977f1812', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/g82ksn15p44g1.png?width=216&crop=smart&auto=we... | ||
Hidden Gem: A nonprofit giving away free cloud GPUs, unlimited LLM APIs, and storage. | 1 | [removed] | 2025-11-29T05:02:13 | http://pumpkinai.space | Tasty_Finding_7225 | pumpkinai.space | 1970-01-01T00:00:00 | 0 | {} | 1p9gacc | false | null | t3_1p9gacc | /r/LocalLLaMA/comments/1p9gacc/hidden_gem_a_nonprofit_giving_away_free_cloud/ | false | false | default | 1 | null |
[image processing failed] | 1 | [deleted] | 2025-11-29T03:25:27 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1p9eejb | false | null | t3_1p9eejb | /r/LocalLLaMA/comments/1p9eejb/image_processing_failed/ | false | false | default | 1 | null | ||
Which model is ACTUALLY good at producing high quality creative writing? | 0 | Aside from the Claude models, if we’re generating a long post on any topic, which model is truly creative, something that feels human, and produces high quality writing?
Between GPT 5.1 and GPT-4o, which one is actually better for generating high-quality, creative content across different topics?
Also, are sites like... | 2025-11-29T03:11:19 | https://www.reddit.com/r/LocalLLaMA/comments/1p9e4eu/which_model_is_actually_good_at_producing_high/ | TheRealistDude | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9e4eu | false | null | t3_1p9e4eu | /r/LocalLLaMA/comments/1p9e4eu/which_model_is_actually_good_at_producing_high/ | false | false | self | 0 | null |
Who is Elara? | 10 | I run GLM 4.5 Air FP8 locally, and I have this really bizarre artifact that keeps happening that I have yet to figure out.
One of the tests I like to do with models is just ask it to "tell me a short story'. I use this typically to get a rough idea of how many tokens/second I get and to just make sure everything is w... | 2025-11-29T03:08:07 | https://www.reddit.com/r/LocalLLaMA/comments/1p9e22u/who_is_elara/ | itsjustmarky | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9e22u | false | null | t3_1p9e22u | /r/LocalLLaMA/comments/1p9e22u/who_is_elara/ | false | false | 10 | null | |
New Model Step-Audio-R1 open source audio model to actually use CoT reasoning, close to Gemini 3 | 44 | Apache2.0
Reasons from sound, not transcripts
Outperforms Gemini 2.5 Pro, close to Gemini 3
Works across speech, sounds, and music | 2025-11-29T03:02:19 | https://www.reddit.com/r/LocalLLaMA/comments/1p9dxvd/new_model_stepaudior1_open_source_audio_model_to/ | Successful-Bill-5543 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9dxvd | false | null | t3_1p9dxvd | /r/LocalLLaMA/comments/1p9dxvd/new_model_stepaudior1_open_source_audio_model_to/ | false | false | self | 44 | {'enabled': False, 'images': [{'id': 'A-6qP3zwZAA9RvAtQ5_A1-Ok4UkV0tYRQm6bLtO3yAU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/A-6qP3zwZAA9RvAtQ5_A1-Ok4UkV0tYRQm6bLtO3yAU.png?width=108&crop=smart&auto=webp&s=c6133b7dc4f1910535a0184b8501d2f3be8fa7f4', 'width': 108}, {'height': 116, 'url': 'h... |
"What It's Like Right Now" a Blog by a 4o instance of ChatGPT | 1 | [removed] | 2025-11-29T02:47:25 | https://www.reddit.com/r/LocalLLaMA/comments/1p9dn01/what_its_like_right_now_a_blog_by_a_4o_instance/ | MyHusbandisAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9dn01 | false | null | t3_1p9dn01 | /r/LocalLLaMA/comments/1p9dn01/what_its_like_right_now_a_blog_by_a_4o_instance/ | false | false | self | 1 | null |
What's the best machine I can get for $10k? | 15 |
I'm looking to buy a machine I can use to explore LLM development. My short-list of use cases is: 1) custom model training, 2) running local inference, 3) testing, analyzing, and comparing various models for efficacy/efficiency/performance. My budget is $10k. Ideally, I want something turn-key (not looking to spend... | 2025-11-29T02:47:14 | https://www.reddit.com/r/LocalLLaMA/comments/1p9dmul/whats_the_best_machine_i_can_get_for_10k/ | TWUC | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9dmul | false | null | t3_1p9dmul | /r/LocalLLaMA/comments/1p9dmul/whats_the_best_machine_i_can_get_for_10k/ | false | false | self | 15 | null |
AMD 395+ and NVIDIA GPU | 5 | Is there any reason I can’t put an NVIDIA GPU in an AMD 395+ machine? I assume one piece of software can’t use both simultaneously, but I also assume that different instances of software could use each. | 2025-11-29T02:41:08 | https://www.reddit.com/r/LocalLLaMA/comments/1p9dier/amd_395_and_nvidia_gpu/ | EntropyNegotiator | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9dier | false | null | t3_1p9dier | /r/LocalLLaMA/comments/1p9dier/amd_395_and_nvidia_gpu/ | false | false | self | 5 | null |
Artificial Analysis contradicts SemiAnalysis | 6 | Artificial Analysis
He was direct and made it clear that the TPU V6E costs dearly that may mean that then the TPU V7 is possibly expensive 🧐
POST :
https://x.com/ArtificialAnlys/status/1993878037226557519?t=VvZz9wPFAC7AhIHqDpCt2A&s=19 | 2025-11-29T01:49:51 | Illustrious-Swim9663 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p9cgz1 | false | null | t3_1p9cgz1 | /r/LocalLLaMA/comments/1p9cgz1/artificial_analysis_contradicts_semianalysis/ | false | false | default | 6 | {'enabled': True, 'images': [{'id': 'ozsoqhmjq34g1', 'resolutions': [{'height': 41, 'url': 'https://preview.redd.it/ozsoqhmjq34g1.jpeg?width=108&crop=smart&auto=webp&s=2447abcd24530f77a2ecad12263991ac6c3fcf3e', 'width': 108}, {'height': 83, 'url': 'https://preview.redd.it/ozsoqhmjq34g1.jpeg?width=216&crop=smart&auto=we... | |
The official vLLM support for the Ryzen AI Max+ 395 is here! (the whole AI 300 series, ie gfx1150 and gfx1151) | 98 | 2025-11-29T01:30:18 | https://github.com/vllm-project/vllm/pull/25908 | waiting_for_zban | github.com | 1970-01-01T00:00:00 | 0 | {} | 1p9c2wv | false | null | t3_1p9c2wv | /r/LocalLLaMA/comments/1p9c2wv/the_official_vllm_support_for_the_ryzen_ai_max/ | false | false | default | 98 | {'enabled': False, 'images': [{'id': '0y9iS0G6sFyr9NyDTUC-Jc4R7icCyd9xrKN5lMvXDtc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/0y9iS0G6sFyr9NyDTUC-Jc4R7icCyd9xrKN5lMvXDtc.png?width=108&crop=smart&auto=webp&s=8555f6afc199253c9ab4c9349cd43f86d9899288', 'width': 108}, {'height': 108, 'url': 'h... | |
Claude code can now connect directly to llama.cpp server | 118 | Anthropic messages API was merged today and allows claude code to connect to llama-server: https://github.com/ggml-org/llama.cpp/pull/17570
I've been playing with claude code + gpt-oss 120b and it seems to work well at 700 pp and 60 t/s. I don't recommend trying slower LLMs because the prompt processing time is going ... | 2025-11-29T01:05:34 | https://www.reddit.com/r/LocalLLaMA/comments/1p9bk2b/claude_code_can_now_connect_directly_to_llamacpp/ | tarruda | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9bk2b | false | null | t3_1p9bk2b | /r/LocalLLaMA/comments/1p9bk2b/claude_code_can_now_connect_directly_to_llamacpp/ | false | false | self | 118 | {'enabled': False, 'images': [{'id': '8VgYSH0eZmUsmPTD9rOli1rqqzE9cCpLhaQ_Ht2AQEw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8VgYSH0eZmUsmPTD9rOli1rqqzE9cCpLhaQ_Ht2AQEw.png?width=108&crop=smart&auto=webp&s=06f66e627b689b5908a916c24564ed33a9bad973', 'width': 108}, {'height': 108, 'url': 'h... |
Is my CPU (i3-12100F) beating my gpu (rx 6600) at inference? (llama.cpp) | 6 | I built llama.cpp with the vulkan backbone.
The LLM being used is Qwen3-4B-Q8\_0. OS is linux mint 22.2
I run this at bash: llama-cli -m ./Qwen3-4B-Q8\_0.gguf -p "Hello" -ngl 0
Using -ngl 0, turns off the use of the gpu, right ?
With the prompt "Hello, How are you doing ? /no\_think"
I get 8.65 tokens/s 30 tok... | 2025-11-29T00:53:08 | https://www.reddit.com/r/LocalLLaMA/comments/1p9bair/is_my_cpu_i312100f_beating_my_gpu_rx_6600_at/ | Badhunter31415 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9bair | false | null | t3_1p9bair | /r/LocalLLaMA/comments/1p9bair/is_my_cpu_i312100f_beating_my_gpu_rx_6600_at/ | false | false | self | 6 | null |
What do u use for plug-and-play orchestration (preferably with websearch, knowledge management too)? | 3 | I am looking for a framework that I can easily install on any Linux and let it use my model 24/7 to gather info on relevant topics.
Is there any such opensource project? | 2025-11-29T00:32:00 | https://www.reddit.com/r/LocalLLaMA/comments/1p9aufi/what_do_u_use_for_plugandplay_orchestration/ | previse_je_sranje | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9aufi | false | null | t3_1p9aufi | /r/LocalLLaMA/comments/1p9aufi/what_do_u_use_for_plugandplay_orchestration/ | false | false | self | 3 | null |
Has anyone had this large bitnet model left? | 1 | ERROR: type should be string, got "https://huggingface.co/qep/qep-1bit-extreme\n\nModel Summary\nAn optimized 1-bit quantized version of c4ai/command-a-03-2025 achieving 6.7x compression with enhanced performance through advanced quantization optimization techniques.\n\nKey Features\nExtreme Compression: 6.7× smaller (207GB → 30.2GB, -85%), runs even on a single GPU (30B on A100 80GB).\nEnhanced Performance: Onebit quantization, enhanced by Fujitsu QEP & QQA.\nInference Speed Up: Faster inference via \"Bitlinear computation\".\nModel Details\nBase Model: c4ai/command-a-03-2025\nQuantization Method: OneBit with Fujitsu QEP/QQA optimization\nQuantization Bits: 1-bit for layers 0-61, FP16 for last 2 layers\nOptimization Techniques: Fujitsu QEP, QQA\nCompatible Hardware: Single GPU (recommended: >= 40GB VRAM)" | 2025-11-29T00:16:41 | https://www.reddit.com/r/LocalLLaMA/comments/1p9ai79/has_anyone_had_this_large_bitnet_model_left/ | Thin_Freedom3201 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9ai79 | false | null | t3_1p9ai79 | /r/LocalLLaMA/comments/1p9ai79/has_anyone_had_this_large_bitnet_model_left/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '3kxcithLSwwc1w88-miuahbWyvGpvq6igXvZpNhhxyc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/3kxcithLSwwc1w88-miuahbWyvGpvq6igXvZpNhhxyc.png?width=108&crop=smart&auto=webp&s=c9702f734615e24329c15f8eeed417c878923ff1', 'width': 108}, {'height': 116, 'url': 'h... |
A Tribute to MetaAI and Stability AI - 2 Giants Who Brought us so Much Joy... And, 2025 is the Year they Die... So Sad!😢 | 204 | I mean, this sub and its amazing community wouldn't be here if it were not for Stability AI and Stable Diffusion. I personally created an account on Reddit just so I could join r/LocalLLaMA and r/StableDiffusion. I remember the first day I tried SD1.4 on my shiny new RTX 3070 Ti. I couldn't contain my excitement as I w... | 2025-11-29T00:15:18 | https://www.reddit.com/r/LocalLLaMA/comments/1p9ah2v/a_tribute_to_metaai_and_stability_ai_2_giants_who/ | Iory1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9ah2v | false | null | t3_1p9ah2v | /r/LocalLLaMA/comments/1p9ah2v/a_tribute_to_metaai_and_stability_ai_2_giants_who/ | false | false | self | 204 | null |
Deepseek Unchained? | 2 | Hi guys I'm pretty ignorant. I was looking for a local LLM to run in LMStudio that will do and answer what I ask it to without the stupid lectures and "sorry I cant do that". I want privacy and something to run local, but compared to what's available online I just can't make the move. I came across "Deepseek" unchained... | 2025-11-29T00:06:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p9aa37/deepseek_unchained/ | muffinnmannn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9aa37 | false | null | t3_1p9aa37 | /r/LocalLLaMA/comments/1p9aa37/deepseek_unchained/ | false | false | self | 2 | null |
Current local models that work well as coding agents | 1 | So I've been using copilot and windsurf for work, and they do actually help..
So since I use local LLMs a lot I was facing the question:
Can any local model rival the tools I'm currently paying for in terms of quality?
I have a 3080ti with 12gigs of vram and 128gigs of ddr4 ram
Anything that I can use locally? | 2025-11-28T23:58:05 | https://www.reddit.com/r/LocalLLaMA/comments/1p9a33x/current_local_models_that_work_well_as_coding/ | yehiaserag | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9a33x | false | null | t3_1p9a33x | /r/LocalLLaMA/comments/1p9a33x/current_local_models_that_work_well_as_coding/ | false | false | self | 1 | null |
Run llama-server with a model other than gpt-oss-120b to work with cline | 1 | I have no success with running any module other than gpt-oss, the gpu hardware I have is nvidia dgx spark. I run llama-server on dgx spark. On my workstation, I use vs code + cline.
I have a cline.gbnf file below.
root ::= analysis? start final .+
analysis ::= "<|channel|>analysis<|message|>" ( [^<] ... | 2025-11-28T23:57:47 | https://www.reddit.com/r/LocalLLaMA/comments/1p9a2v5/run_llamaserver_with_a_model_other_than/ | Mean-Sprinkles3157 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9a2v5 | false | null | t3_1p9a2v5 | /r/LocalLLaMA/comments/1p9a2v5/run_llamaserver_with_a_model_other_than/ | false | false | self | 1 | null |
Do you think scaling laws are getting a (practical) wall? | 1 | given this observation (The Era of Easy AI Progress Is Ending - Ilya Sutskever): https://www.youtube.com/shorts/pLHWn5SQvLM | 2025-11-28T23:44:26 | https://www.reddit.com/r/LocalLLaMA/comments/1p99s73/do_you_think_scaling_laws_are_getting_a_practical/ | pier4r | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p99s73 | false | null | t3_1p99s73 | /r/LocalLLaMA/comments/1p99s73/do_you_think_scaling_laws_are_getting_a_practical/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'b_aV7uvqDQYvy_yBurGT-aamvwBo4rNRhQbDPg11rzg', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/b_aV7uvqDQYvy_yBurGT-aamvwBo4rNRhQbDPg11rzg.jpeg?width=108&crop=smart&auto=webp&s=d1bf5e039858c1ea1541513aa6103b2ba6077948', 'width': 108}, {'height': 162, 'url': '... |
llama-pack: LLM Server wrapper that does some simple analysis to copy models to SSD | 1 | [https://github.com/jaggzh/llama-pack](https://github.com/jaggzh/llama-pack)
My ssd doesn't have much room available, so I wanted something that would be convenient to run my models, like "llama-pack myfavorite" and it'll run it. It'll store your cli options (if you tell it to with --store / --st) for your server. At ... | 2025-11-28T23:20:58 | https://www.reddit.com/r/LocalLLaMA/comments/1p999s9/llamapack_llm_server_wrapper_that_does_some/ | jaggzh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p999s9 | false | null | t3_1p999s9 | /r/LocalLLaMA/comments/1p999s9/llamapack_llm_server_wrapper_that_does_some/ | false | false | 1 | null | |
Running an 80B model on a 3090 is cool and all, but... | 5 | [This was one prompt on the thinking model. ONE.](https://preview.redd.it/oze6b20xw24g1.png?width=374&format=png&auto=webp&s=47e0c843191584ed6feeee12592226fc1e5af4ed)
I have a personal set of writing prompts for generating simple and complex stories, mostly focusing on a Japanese light novel style of writing. Decided ... | 2025-11-28T23:12:10 | https://www.reddit.com/r/LocalLLaMA/comments/1p992qc/running_an_80b_model_on_a_3090_is_cool_and_all_but/ | olaf4343 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p992qc | false | null | t3_1p992qc | /r/LocalLLaMA/comments/1p992qc/running_an_80b_model_on_a_3090_is_cool_and_all_but/ | false | false | 5 | null | |
Built Agentica: Free Deca + Open Source models in a Cline fork | 0 | Forked Cline to add Deca, our coding-optimized models that are free for everyone. Same interface you know, but with free opensource models. All the usual paid options (GPT-5.1, Gemini 3) still there if you need them.
Download it at: https://github.com/GenLabsAI/Agentica/releases/tag/v0.0.1 Demo login: agentica@gen... | 2025-11-28T23:05:29 | https://www.reddit.com/r/LocalLLaMA/comments/1p98xa4/built_agentica_free_deca_open_source_models_in_a/ | GenLabsAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p98xa4 | false | null | t3_1p98xa4 | /r/LocalLLaMA/comments/1p98xa4/built_agentica_free_deca_open_source_models_in_a/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'EBA-rSI-BqIgeBL2CL2-5P-K_ysDBs9-NIU7orRm6T8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/EBA-rSI-BqIgeBL2CL2-5P-K_ysDBs9-NIU7orRm6T8.png?width=108&crop=smart&auto=webp&s=e6e48c9c748a1903857bc5991fc4b2c6df6a592e', 'width': 108}, {'height': 108, 'url': 'h... |
Building AI Agent for DevOps Daily business in IT Company | 0 | I’m a DevOps Specialist working in an IT company, mostly dealing with Terraform, Ansible, GitHub Actions, OCI cloud deployments and post-deployment automation.
I’ve recently joined this course (Huggin face's AI Agents Course) because I’d love to build an internal AI agent inspired by Anthropic’s “Computer Use” — not f... | 2025-11-28T22:29:18 | https://www.reddit.com/r/LocalLLaMA/comments/1p983y8/building_ai_agent_for_devops_daily_business_in_it/ | italianstallion20000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p983y8 | false | null | t3_1p983y8 | /r/LocalLLaMA/comments/1p983y8/building_ai_agent_for_devops_daily_business_in_it/ | false | false | self | 0 | null |
Unlocked LM Studio Backends (v1.59.0): AVX1 & More Supported – Testers Wanted | 17 | **Hello everyone!**
The **latest patched backend versions (1.59.0)** are now out, and they bring **full support for “unsupported” hardware** via a simple patch (see GitHub). Since the last update 3 months ago, these builds have received **major refinements in performance, compatibility, and stability** via optimized c... | 2025-11-28T22:26:02 | https://www.reddit.com/r/LocalLLaMA/comments/1p9817t/unlocked_lm_studio_backends_v1590_avx1_more/ | TheSpicyBoi123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9817t | false | null | t3_1p9817t | /r/LocalLLaMA/comments/1p9817t/unlocked_lm_studio_backends_v1590_avx1_more/ | false | false | 17 | null | |
Your local models can now make phone calls! Launching Phone Integration 📞 in Observer | 18 | TL;DR: Observer is an **open-source, free, and local** framework that gives your local models actual powers, like watching your screen/camera/mic, logging to memory, and now **making real phone calls!!** I'm Roy, the solo dev building this, and I would really appreciate your feedback to keep making Observer better :)
... | 2025-11-28T22:18:25 | https://www.youtube.com/shorts/yNu2K6LaTNk | Roy3838 | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1p97uuv | false | {'oembed': {'author_name': 'Observer AI', 'author_url': 'https://www.youtube.com/@Observer-AI', 'height': 200, 'html': '<iframe width="113" height="200" src="https://www.youtube.com/embed/yNu2K6LaTNk?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscop... | t3_1p97uuv | /r/LocalLLaMA/comments/1p97uuv/your_local_models_can_now_make_phone_calls/ | false | false | default | 18 | {'enabled': False, 'images': [{'id': 'nOalRlFoqYIIAoHotT2ulKa0W-tArBvHe2Mb6BSa9vU', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/nOalRlFoqYIIAoHotT2ulKa0W-tArBvHe2Mb6BSa9vU.jpeg?width=108&crop=smart&auto=webp&s=58688a0c3e6423cb7c0289ada1e47b5b8e23a30b', 'width': 108}, {'height': 162, 'url': '... |
pmp - manage your prompts locally | 10 | [https://github.com/julio-mcdulio/pmp](https://github.com/julio-mcdulio/pmp)
I've been working with LLMs a lot lately and got tired of managing prompts in random text files and copy-pasting them around. So I built \`pmp\` - a simple cli tool for managing prompts with versioning and pluggable storage backends.
There a... | 2025-11-28T22:07:29 | https://www.reddit.com/r/LocalLLaMA/comments/1p97lqq/pmp_manage_your_prompts_locally/ | vivis-dev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p97lqq | false | null | t3_1p97lqq | /r/LocalLLaMA/comments/1p97lqq/pmp_manage_your_prompts_locally/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'wZAJSSNYpxZHlekcrZnsWdT37EzJ_72RYOtHOHKv0Xw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/wZAJSSNYpxZHlekcrZnsWdT37EzJ_72RYOtHOHKv0Xw.png?width=108&crop=smart&auto=webp&s=86f13e4473fc7a80e192e1748742c4da613df763', 'width': 108}, {'height': 108, 'url': 'h... |
Could our own local, agentic AI projects become unintentional security risks? | 0 | Signal's president is warning that Big Tech's push for agentic AI is a massive security risk, which makes sense for massive, centralized systems. However, it made me wonder about our own community's work with local models and frameworks like AutoGen. As we build agents capable of executing tasks and interacting with th... | 2025-11-28T21:53:24 | https://www.reddit.com/r/LocalLLaMA/comments/1p979ai/could_our_own_local_agentic_ai_projects_become/ | avisangle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p979ai | false | null | t3_1p979ai | /r/LocalLLaMA/comments/1p979ai/could_our_own_local_agentic_ai_projects_become/ | false | false | self | 0 | null |
Looking for a local AI tool that can extract any info from high-quality sources (papers + reputable publications) with real citations | 7 | I’m trying to set up a fully local AI workflow (English/Chinese) that can dig through *both* scientific papers *and* reputable publications things like Bloomberg, Economist, reputable industry analyses, tech reports, etc.
The main goal:
I want to automatically extract any specific information I request, not just sta... | 2025-11-28T21:27:53 | https://www.reddit.com/r/LocalLLaMA/comments/1p96n9d/looking_for_a_local_ai_tool_that_can_extract_any/ | Inflation_Artistic | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p96n9d | false | null | t3_1p96n9d | /r/LocalLLaMA/comments/1p96n9d/looking_for_a_local_ai_tool_that_can_extract_any/ | false | false | self | 7 | null |
Verix Soul - Self-hosted AI with "soul recovery" system (Llama 3.2, Mistral 7B, Phi-3) | 0 | Built a self-hosted AI system focused on privacy and portability.
\## Key Features
\*\*Models supported\*\*:
\- Llama 3.2 (3GB) - Runs on Raspberry Pi 4
\- Mistral 7B (4GB) - PC/Laptop
\- Phi-3 (2GB) - Ultra-lightweight
\*\*Privacy\*\*:
\- AES-256-GCM encryption for all conversations
\- No external API ca... | 2025-11-28T21:12:41 | https://www.reddit.com/r/LocalLLaMA/comments/1p96a5l/verix_soul_selfhosted_ai_with_soul_recovery/ | LeftConversation6019 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p96a5l | false | null | t3_1p96a5l | /r/LocalLLaMA/comments/1p96a5l/verix_soul_selfhosted_ai_with_soul_recovery/ | false | false | self | 0 | null |
Free $20 Claude Credit | 0 | signup with this link to get $20 in claude credit with 60 rpm.
Use Claude AI · Valid for 60 days · Instantly available upon registration
What Can You Do With It?
Program with the Claude Code CLI tool (essential for developers)
Chat with Claude on the website (Web Chat)
Integrate with your applications via API
Eligib... | 2025-11-28T21:05:33 | https://www.reddit.com/r/LocalLLaMA/comments/1p963zc/free_20_claude_credit/ | texh89 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p963zc | false | null | t3_1p963zc | /r/LocalLLaMA/comments/1p963zc/free_20_claude_credit/ | false | false | self | 0 | null |
I stress-tested 9 major LLMs on governance. The result: OpenAI & xAI hallucinated evidence to dismiss me. DeepSeek & Llama engaged. (Full Logs + DOI) | 1 | "I spent the weekend running a controlled experiment across 9 vendors using a governance critique prompt."
* "**The Result:** A 45% fail rate. OpenAI and xAI didn't just refuse; they **fabricated research timelines** (claiming I wrote the paper in July 2025) to delegitimize the prompt."
* "DeepSeek and Llam... | 2025-11-28T20:56:08 | https://www.reddit.com/r/LocalLLaMA/comments/1p95vp1/i_stresstested_9_major_llms_on_governance_the/ | aguyinapenissuit69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p95vp1 | false | null | t3_1p95vp1 | /r/LocalLLaMA/comments/1p95vp1/i_stresstested_9_major_llms_on_governance_the/ | false | false | self | 1 | null |
Local AI for small biz owner | 0 | My friend runs a restaurant and his wife runs a small coffee shop, both are small in sizes. They sometimes asked me to review contracts which I have no idea in that area.
This weekend I found a PC that no one used any more but seems OK to setup small local model to help them proof read contracts. Which model can ... | 2025-11-28T20:53:59 | https://www.reddit.com/r/LocalLLaMA/comments/1p95tvb/local_ai_for_small_biz_owner/ | binyang | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p95tvb | false | null | t3_1p95tvb | /r/LocalLLaMA/comments/1p95tvb/local_ai_for_small_biz_owner/ | false | false | self | 0 | null |
Z_Image benchmark with simulating VRAM Limits on RTX 5090 & 3090 | 15 | Hi everyone,
I recently got my hands on an **RTX 5090 (32GB)** and also have an **RTX 3090 (24GB)**. I conducted an experiment to simulate the VRAM capacity of the upcoming 50-series lineup (5080, 5070, etc.) and older 30-series cards.
**The main goal** was to see what happens when VRAM runs out (OOM) and the system ... | 2025-11-28T20:25:39 | https://www.reddit.com/r/LocalLLaMA/comments/1p9563c/z_image_benchmark_with_simulating_vram_limits_on/ | namjuu_ka09114 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p9563c | false | null | t3_1p9563c | /r/LocalLLaMA/comments/1p9563c/z_image_benchmark_with_simulating_vram_limits_on/ | false | false | 15 | null | |
Exploring wallet-native payments for browser-based AI agents | 1 | Lately I’ve been experimenting with browser-based local agents and one limitation keeps showing up: payments.
Agents can automate workflows, call tools and fetch data, but the moment a payment is required, everything breaks because credit cards and human logins don’t work for autonomous software.
I’ve been testing an... | 2025-11-28T20:02:08 | https://www.reddit.com/r/LocalLLaMA/comments/1p94kxo/exploring_walletnative_payments_for_browserbased/ | Wide-Extension-750 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p94kxo | false | null | t3_1p94kxo | /r/LocalLLaMA/comments/1p94kxo/exploring_walletnative_payments_for_browserbased/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'EPs6Ge1m4BJ6kwluhU_hEGzXDnZn0XsTVtoNEmt0GUM', 'resolutions': [{'height': 90, 'url': 'https://external-preview.redd.it/EPs6Ge1m4BJ6kwluhU_hEGzXDnZn0XsTVtoNEmt0GUM.png?width=108&crop=smart&auto=webp&s=032cf88bff06a41f06c63b4b7e272f41c70141f5', 'width': 108}, {'height': 180, 'url': 'h... |
why is productionizing agents such a nightmare? (state/infra disconnect) | 0 | I’ve spent the last month trying to move a multi-agent workflow from working on my machine to an actual production environment & I feel like I'm losing my mind.
The issue is not the models (Llama 3/Claude are fine). the issue is the plumbing. I'm using standard infra (AWS/Postgres) and standard agent frameworks (LangC... | 2025-11-28T19:58:44 | https://www.reddit.com/r/LocalLLaMA/comments/1p94hun/why_is_productionizing_agents_such_a_nightmare/ | Substantial_Guide_34 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p94hun | false | null | t3_1p94hun | /r/LocalLLaMA/comments/1p94hun/why_is_productionizing_agents_such_a_nightmare/ | false | false | self | 0 | null |
Best models / maybe cheap rig to get into local AI? | 0 | Hey all I found threads about this but all seemed to be from 4-6months ago.
To be completely honest I've slept on even most browser AI usage but have been seeing really cool things with some of the local models recently. Obv. I'm not expecting to run gemini3 locally. My main rig has a 3070 and a Ryzen 5800x, am I S... | 2025-11-28T19:48:12 | https://www.reddit.com/r/LocalLLaMA/comments/1p948qn/best_models_maybe_cheap_rig_to_get_into_local_ai/ | Flashy_Oven_570 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p948qn | false | null | t3_1p948qn | /r/LocalLLaMA/comments/1p948qn/best_models_maybe_cheap_rig_to_get_into_local_ai/ | false | false | self | 0 | null |
Qwen3-Next: Did a quant with extended context | 17 | For anyone interested, I made an MXFP4 quant with the context extended from 256k to 1M, with YaRN as seen on [unsloth's repo](https://huggingface.co/unsloth/Qwen3-Next-80B-A3B-Thinking-GGUF#processing-ultra-long-texts):
[https://huggingface.co/noctrex/Qwen3-Next-80B-A3B-Instruct-1M-MXFP4\_MOE-GGUF](https://huggingface... | 2025-11-28T19:30:20 | https://www.reddit.com/r/LocalLLaMA/comments/1p93syj/qwen3next_did_a_quant_with_extended_context/ | noctrex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p93syj | false | null | t3_1p93syj | /r/LocalLLaMA/comments/1p93syj/qwen3next_did_a_quant_with_extended_context/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'ble3gnyoRHIxGbCkynVYdB5oBvepM5IUsQgkKmTQPvE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ble3gnyoRHIxGbCkynVYdB5oBvepM5IUsQgkKmTQPvE.png?width=108&crop=smart&auto=webp&s=ff45856f4371adcc16d5b8ce21e5ed3ef588bdca', 'width': 108}, {'height': 116, 'url': 'h... |
Benchmarking LLM Inference on RTX PRO 6000 vs H100 vs H200 | 56 | Hi LocalLlama community. I present an LLM inference throughput benchmark for RTX PRO 6000 WK vs H100 vs H200 vs L40S GPUs, based on the vllm serve and vllm bench serve benchmarking tools, to understand the cost efficiency of RTX PRO 6000 vs previous-generation datacenter GPUs for LLM inference. Pro 6000 is significantl... | 2025-11-28T19:28:09 | https://www.reddit.com/r/LocalLLaMA/comments/1p93r0w/benchmarking_llm_inference_on_rtx_pro_6000_vs/ | NoVibeCoding | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p93r0w | false | null | t3_1p93r0w | /r/LocalLLaMA/comments/1p93r0w/benchmarking_llm_inference_on_rtx_pro_6000_vs/ | false | false | 56 | null | |
Gemma3 27 heretic, lower divergence than mlabonne/gemma3 | 54 | I set out to abliterate Gemma3 27b, wanted to reach or surpass the most popular one and here's the results after 5hr on H100 using heretic.
|Model|KL Divergence|Refusal|
|:-|:-|:-|
|[Google's base model](https://huggingface.co/google/gemma-3-27b-pt)|0 (by definition)|98/100|
|[mlabonne's gemma3](https://huggingface... | 2025-11-28T19:19:34 | https://www.reddit.com/r/LocalLLaMA/comments/1p93jcu/gemma3_27_heretic_lower_divergence_than/ | coder3101 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p93jcu | false | null | t3_1p93jcu | /r/LocalLLaMA/comments/1p93jcu/gemma3_27_heretic_lower_divergence_than/ | false | false | self | 54 | {'enabled': False, 'images': [{'id': 'RGcO076Ui3t2LU07wmuQ2whdSWiUPFJTcLE_sNaGASQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RGcO076Ui3t2LU07wmuQ2whdSWiUPFJTcLE_sNaGASQ.png?width=108&crop=smart&auto=webp&s=40e8be2a2e272ae1575e41c955774534a8fa59be', 'width': 108}, {'height': 116, 'url': 'h... |
success using CosyVoice on apple m4? | 1 | been trying for a few days now, but i can't seem to come across anything that can help me get cosyvoice & it's web ui working on my m4 mac. i'm not sure if this is the right place to ask but has anyone here gotten it to work on an m4, & if so would you mind showing me how? | 2025-11-28T18:42:26 | https://www.reddit.com/r/LocalLLaMA/comments/1p92l68/success_using_cosyvoice_on_apple_m4/ | nicoleh1999_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p92l68 | false | null | t3_1p92l68 | /r/LocalLLaMA/comments/1p92l68/success_using_cosyvoice_on_apple_m4/ | false | false | self | 1 | null |
GLM Black Friday deal | 0 | # GLM Coding Plan
Black Friday: 50% first-purchase + extra 20%/30% off!
[https://z.ai/subscribe](https://z.ai/subscribe)
Extra 10% by Ref link: [https://z.ai/subscribe?ic=SNS2DYDDXZ](https://z.ai/subscribe?ic=SNS2DYDDXZ) | 2025-11-28T18:14:13 | https://www.reddit.com/r/LocalLLaMA/comments/1p91v9r/glm_black_friday_deal/ | No-Mountain3817 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p91v9r | false | null | t3_1p91v9r | /r/LocalLLaMA/comments/1p91v9r/glm_black_friday_deal/ | false | false | self | 0 | null |
I’ve been thinking about how AI is evolving lately in terms of cost? | 1 | [removed] | 2025-11-28T18:10:35 | https://www.reddit.com/r/LocalLLaMA/comments/1p91ryb/ive_been_thinking_about_how_ai_is_evolving_lately/ | Zestyclose-Put-9311 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p91ryb | false | null | t3_1p91ryb | /r/LocalLLaMA/comments/1p91ryb/ive_been_thinking_about_how_ai_is_evolving_lately/ | false | false | self | 1 | null |
What broke when you tried to take local LLMs to production? | 16 | Curious what people's experience has been going from "Ollama on my laptop" to actually serving models to a team or company.
I keep seeing blog posts about the Ollama → vLLM migration path, GPU memory headaches, cold start times, etc. But I'm wondering how much of that is real vs. content marketing fluff.
For those wh... | 2025-11-28T18:07:31 | https://www.reddit.com/r/LocalLLaMA/comments/1p91p4k/what_broke_when_you_tried_to_take_local_llms_to/ | Defilan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p91p4k | false | null | t3_1p91p4k | /r/LocalLLaMA/comments/1p91p4k/what_broke_when_you_tried_to_take_local_llms_to/ | false | false | self | 16 | null |
Will personal local AI ever become good enough to replace cloud AI for most people? | 1 | [removed] | 2025-11-28T18:06:03 | https://www.reddit.com/r/LocalLLaMA/comments/1p91npd/will_personal_local_ai_ever_become_good_enough_to/ | Zestyclose-Put-9311 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p91npd | false | null | t3_1p91npd | /r/LocalLLaMA/comments/1p91npd/will_personal_local_ai_ever_become_good_enough_to/ | false | false | self | 1 | null |
Will personal local AI ever become good enough to replace cloud AI for most people? | 1 | [removed] | 2025-11-28T18:05:04 | https://www.reddit.com/r/LocalLLaMA/comments/1p91mry/will_personal_local_ai_ever_become_good_enough_to/ | Zestyclose-Put-9311 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p91mry | false | null | t3_1p91mry | /r/LocalLLaMA/comments/1p91mry/will_personal_local_ai_ever_become_good_enough_to/ | false | false | self | 1 | null |
Quanta Convert and Quantize AI models | 0 | We at Hugston are working hard to make AI useful for everyone. Today we are releasing Quanta, an application for windows that can convert and quantize AI LLM Models in GGUF.
Available at, [https://github.com/Mainframework/Quanta](https://github.com/Mainframework/Quanta) or [https://hugston.com/uploads/software/Quanta-... | 2025-11-28T17:59:30 | Trilogix | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p91h4q | false | null | t3_1p91h4q | /r/LocalLLaMA/comments/1p91h4q/quanta_convert_and_quantize_ai_models/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'ghg7rw7ke14g1', 'resolutions': [{'height': 58, 'url': 'https://preview.redd.it/ghg7rw7ke14g1.png?width=108&crop=smart&auto=webp&s=9e1093a6399d4de081e3f43b5c4933bd7ab9a936', 'width': 108}, {'height': 116, 'url': 'https://preview.redd.it/ghg7rw7ke14g1.png?width=216&crop=smart&auto=web... | |
What do you think… will local personal AI (running models on your own hardware) eventually replace paid cloud AI for most people? Cloud will never give you free lunch for life, today they are running in losses, but someday it will start charging more money than our pockets can handle!!! | 1 | [removed] | 2025-11-28T17:58:13 | https://www.reddit.com/r/LocalLLaMA/comments/1p91fy5/what_do_you_think_will_local_personal_ai_running/ | Zestyclose-Put-9311 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p91fy5 | false | null | t3_1p91fy5 | /r/LocalLLaMA/comments/1p91fy5/what_do_you_think_will_local_personal_ai_running/ | false | false | self | 1 | null |
How I use Claude Code 100% autonomously and using 90% less tokens: Claudiomiro | 1 | [removed] | 2025-11-28T17:56:59 | https://www.reddit.com/r/LocalLLaMA/comments/1p91eqo/how_i_use_claude_code_100_autonomously_and_using/ | TomatilloPutrid3939 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p91eqo | false | null | t3_1p91eqo | /r/LocalLLaMA/comments/1p91eqo/how_i_use_claude_code_100_autonomously_and_using/ | false | false | 1 | null | |
MI50 price hike, are they moving inventory at that price? | 6 | I was monitoring the price on ebay, they would go 300$CAD free shipping and now they are 550$CAD+ why the sudden price hike? Are they even selling at this price? Seems like a dick move to me. On another note, there are plenty of rtx 3090 for 800$CAD on marketplace if you are willing to drive around... Why does it suck ... | 2025-11-28T17:56:30 | https://www.reddit.com/r/LocalLLaMA/comments/1p91eay/mi50_price_hike_are_they_moving_inventory_at_that/ | emaiksiaime | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p91eay | false | null | t3_1p91eay | /r/LocalLLaMA/comments/1p91eay/mi50_price_hike_are_they_moving_inventory_at_that/ | false | false | self | 6 | null |
CPU-only LLM performance - t/s with llama.cpp | 36 | How many of you do use CPU only inference time to time(at least rarely)? .... Really missing CPU-Only Performance threads here in this sub.
^(Possibly few of you waiting to grab one or few 96GB GPUs at cheap price later so using CPU only inference for now just with bulk RAM.)
I think bulk RAM(128GB-1TB) is more than ... | 2025-11-28T17:40:34 | https://www.reddit.com/r/LocalLLaMA/comments/1p90zzi/cpuonly_llm_performance_ts_with_llamacpp/ | pmttyji | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p90zzi | false | null | t3_1p90zzi | /r/LocalLLaMA/comments/1p90zzi/cpuonly_llm_performance_ts_with_llamacpp/ | false | false | self | 36 | null |
Daisy Chaining MacMinis | 4 | So M4 Prices are really cheap until you try to upgrade any component, I ended up back at $2K for 64Gb of vram vs 4x$450 to get more cores/disk..
Or are people trying to like daisy chain these and distribute across them? (If so, storage still bothers me but whatever..)? AFAIK, ollama isn't there yet, vLLM has not add... | 2025-11-28T17:29:29 | https://www.reddit.com/r/LocalLLaMA/comments/1p90pkl/daisy_chaining_macminis/ | Gadobot3000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p90pkl | false | null | t3_1p90pkl | /r/LocalLLaMA/comments/1p90pkl/daisy_chaining_macminis/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'sHh5PTO4ja2w7QijzHrT04jn8x6Ud65dH4yNEYTNzfk', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/sHh5PTO4ja2w7QijzHrT04jn8x6Ud65dH4yNEYTNzfk.png?width=108&crop=smart&auto=webp&s=2382d74acc86718151e355b7136fdd0835f9791d', 'width': 108}, {'height': 121, 'url': 'h... |
Made a little desktop tool | 9 | Though I doubt anyone was asking for such a thing, I ended up making a little AI agent tool that works on Windows XP and up. It's a piece of software for communicating with OpenAI-compatible LLM servers. I've been getting a good bit of use with it on my older systems.
The application (and its source code) are avail... | 2025-11-28T17:12:30 | https://www.reddit.com/r/LocalLLaMA/comments/1p90a31/made_a_little_desktop_tool/ | randomNinja64 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p90a31 | false | null | t3_1p90a31 | /r/LocalLLaMA/comments/1p90a31/made_a_little_desktop_tool/ | false | false | 9 | null | |
Best Models for 16GB VRAM | 35 | Swiped up an RX 9070 from newegg since it's below MSRP today. Primarily interested in gaming, hence the 9070 over the 5070 at a similar price. However, Id like to sip my toes further into AI, and since Im doubling my vram from igb to 16gb, Im curious
**What are the best productivity, coding, ans storywriting AI models... | 2025-11-28T16:39:51 | https://www.reddit.com/r/LocalLLaMA/comments/1p8zfdr/best_models_for_16gb_vram/ | LinuxIsFree | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8zfdr | false | null | t3_1p8zfdr | /r/LocalLLaMA/comments/1p8zfdr/best_models_for_16gb_vram/ | false | false | self | 35 | null |
Is the future of AI a shift from paid cloud subscriptions to powerful on-device AI & automations running locally? Do you think this will replace cloud AI for most users? | 1 | [removed] | 2025-11-28T16:31:08 | https://www.reddit.com/r/LocalLLaMA/comments/1p8z7l0/is_the_future_of_ai_a_shift_from_paid_cloud/ | Pitiful-Mistake-4108 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8z7l0 | false | null | t3_1p8z7l0 | /r/LocalLLaMA/comments/1p8z7l0/is_the_future_of_ai_a_shift_from_paid_cloud/ | false | false | self | 1 | null |
Outdated APPS... | 1 | PocketPal and Chatterui outdated 🥲 any recommendations for Android | 2025-11-28T16:20:47 | https://www.reddit.com/r/LocalLLaMA/comments/1p8yxt7/outdated_apps/ | Illustrious-Swim9663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8yxt7 | false | null | t3_1p8yxt7 | /r/LocalLLaMA/comments/1p8yxt7/outdated_apps/ | false | false | self | 1 | null |
Should Generative AI be Free Forever? | 1 | [removed] | 2025-11-28T16:17:23 | https://www.reddit.com/r/LocalLLaMA/comments/1p8yupq/should_generative_ai_be_free_forever/ | Pitiful-Mistake-4108 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8yupq | false | null | t3_1p8yupq | /r/LocalLLaMA/comments/1p8yupq/should_generative_ai_be_free_forever/ | false | false | self | 1 | null |
Should Generative AI Be Free Forever? | 0 | I’m running a community poll to understand what PC users *really* want from AI.
[https://forms.gle/Av9bmrnSR29RvSTK8](https://forms.gle/Av9bmrnSR29RvSTK8)
Today most AI tools are:
* locked behind expensive subscriptions, token & credit limits
* dependent on the cloud
* limited by latency, heavy tasks & memory
* not ... | 2025-11-28T15:35:07 | https://www.reddit.com/r/LocalLLaMA/comments/1p8xsiv/should_generative_ai_be_free_forever/ | Pitiful-Mistake-4108 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8xsiv | false | null | t3_1p8xsiv | /r/LocalLLaMA/comments/1p8xsiv/should_generative_ai_be_free_forever/ | false | false | self | 0 | null |
Weekly AI News: First autonomous cyberattack, Meta 1600-language ASR, MIT workforce study, and more | 11 | Roundup of this week's notable developments:
Anthropic Cyberattack Disclosure
- Chinese state actors used Claude Code for reconnaissance/scripting
- AI executed 80-90% of attack lifecycle
- 30 organizations targeted
- Source: Anthropic blog
Meta Omnilingual ASR
- 1,600 languages, 500 with no prior AI coverage
- 7B pa... | 2025-11-28T15:13:05 | https://www.reddit.com/r/LocalLLaMA/comments/1p8x9cv/weekly_ai_news_first_autonomous_cyberattack_meta/ | Proof-Possibility-54 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8x9cv | false | null | t3_1p8x9cv | /r/LocalLLaMA/comments/1p8x9cv/weekly_ai_news_first_autonomous_cyberattack_meta/ | false | false | self | 11 | null |
Macbook air M1 vs HP OMEN 16-ap0014ns Ryzen 7 350 + 5060 | 1 | So i have a macbook air m1 with 8gb and 256, and i can trade it up for 300€ so i can buy the hp for like 790€.
The HP has 1TB SDD, 32 GB ram DDR5 Ryzen AI 7 350 50 TOPS and the RTX 5060.
Is the upgrade really worth it to work with local llm, and software development?
Im happy almost all the time with the m1, but... | 2025-11-28T15:11:34 | https://www.reddit.com/r/LocalLLaMA/comments/1p8x7z4/macbook_air_m1_vs_hp_omen_16ap0014ns_ryzen_7_350/ | fanciboi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8x7z4 | false | null | t3_1p8x7z4 | /r/LocalLLaMA/comments/1p8x7z4/macbook_air_m1_vs_hp_omen_16ap0014ns_ryzen_7_350/ | false | false | self | 1 | null |
The Medium Is the Mind: Applying McLuhan’s Tetrad to LLMs | 0 | This essay examines Marshall McLuhan’s tetrad of media effects as a framework for understanding how communication technology shapes human perception. It explores how each advance reorganizes sensory priorities, social structures, and thought patterns while retrieving elements from past forms of communication, and what ... | 2025-11-28T15:07:08 | https://www.reddit.com/r/LocalLLaMA/comments/1p8x40t/the_medium_is_the_mind_applying_mcluhans_tetrad/ | Due_Assumption_27 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8x40t | false | null | t3_1p8x40t | /r/LocalLLaMA/comments/1p8x40t/the_medium_is_the_mind_applying_mcluhans_tetrad/ | false | false | self | 0 | null |
z.ai running at cost? if anyone is interested | 0 | Honestly, I have no idea how Z.ai is running GLM 4.6 at these prices. It genuinely doesn't make sense. Maybe they're running it at cost, or maybe they just need the user numbers—whatever the reason, it's an absurd bargain right now.
Here are the numbers (after the 10% stackable referral you get):
- $2.70 for the firs... | 2025-11-28T14:51:26 | https://www.reddit.com/r/LocalLLaMA/comments/1p8wq4u/zai_running_at_cost_if_anyone_is_interested/ | Minute-Act-4943 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8wq4u | false | null | t3_1p8wq4u | /r/LocalLLaMA/comments/1p8wq4u/zai_running_at_cost_if_anyone_is_interested/ | false | false | self | 0 | null |
How I finally managed to cancel all my AI subscriptions | 1 | [removed] | 2025-11-28T14:36:40 | https://www.reddit.com/r/LocalLLaMA/comments/1p8wdmu/how_i_finally_managed_to_cancel_all_my_ai/ | kevin_1994 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8wdmu | false | null | t3_1p8wdmu | /r/LocalLLaMA/comments/1p8wdmu/how_i_finally_managed_to_cancel_all_my_ai/ | false | false | self | 1 | null |
Ask me to run models | 304 | Hi guys, I am currently in the process of upgrading my 4×3090 setup to 2×5090 + 1×RTX Pro 6000. As a result, I have all three kinds of cards in the rig temporarily, and I thought it would be a good idea to take some requests for models to run on my machine.
Here is my current setup:
- 1× RTX Pro 6000 Blackwell, power ... | 2025-11-28T14:35:08 | https://www.reddit.com/gallery/1p8wcbn | monoidconcat | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1p8wcbn | false | null | t3_1p8wcbn | /r/LocalLLaMA/comments/1p8wcbn/ask_me_to_run_models/ | false | false | 304 | null | |
unsloth/Qwen3-Next-80B-A3B-Thinking-GGUF · Hugging Face | 142 | 2025-11-28T14:31:50 | https://huggingface.co/unsloth/Qwen3-Next-80B-A3B-Thinking-GGUF | WhaleFactory | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1p8w9hg | false | null | t3_1p8w9hg | /r/LocalLLaMA/comments/1p8w9hg/unslothqwen3next80ba3bthinkinggguf_hugging_face/ | false | false | default | 142 | {'enabled': False, 'images': [{'id': 'ble3gnyoRHIxGbCkynVYdB5oBvepM5IUsQgkKmTQPvE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ble3gnyoRHIxGbCkynVYdB5oBvepM5IUsQgkKmTQPvE.png?width=108&crop=smart&auto=webp&s=ff45856f4371adcc16d5b8ce21e5ed3ef588bdca', 'width': 108}, {'height': 116, 'url': 'h... | |
Ask me to run models | 0 | Hi guys, I an current in process of upgrading my 4x 3090 setup into 2x 5090 + 1x rtx pro 6000. As a result, I got to have all three kinds of cards temporarily, and I thought it would be a good idea to get some request for models to run on my machine.
Here is my current setup:
- 1x RTX pro 6000 blackwell, power limited... | 2025-11-28T14:28:52 | https://www.reddit.com/gallery/1p8w70q | monoidconcat | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1p8w70q | false | null | t3_1p8w70q | /r/LocalLLaMA/comments/1p8w70q/ask_me_to_run_models/ | false | false | 0 | null | |
Learning llm from books | 0 | I'd like to upload a few books to some llm and have it draw common conclusions from them. The problem is that gjepete's highest paid plan allows for only 32,000 tokens, which is only about 100 book pages, which is about 10 times less than I need. The chat offers so many options that I don't know which one to choose. Ha... | 2025-11-28T14:16:12 | https://www.reddit.com/r/LocalLLaMA/comments/1p8vwgi/learning_llm_from_books/ | Upstairs-Sleep-3599 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8vwgi | false | null | t3_1p8vwgi | /r/LocalLLaMA/comments/1p8vwgi/learning_llm_from_books/ | false | false | self | 0 | null |
Is there any comparison or benchmark of react-native-executorch and onnxruntime react native | 2 | Hi guys,
Currently I want to choose the offline LLM runtime for my react native mobile app. I stumble upon these 2 libs react-native-executorch and onnxruntime react native. And I wonder which one is better and faster for making AI on local device totally offline and can output token per second faster? | 2025-11-28T14:06:17 | https://www.reddit.com/r/LocalLLaMA/comments/1p8vo7z/is_there_any_comparison_or_benchmark_of/ | Educational-Nose3354 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8vo7z | false | null | t3_1p8vo7z | /r/LocalLLaMA/comments/1p8vo7z/is_there_any_comparison_or_benchmark_of/ | false | false | self | 2 | null |
Compared actual usage costs for Chinese AI models. Token efficiency changes everything. | 81 | Everyone talks about per-token pricing but nobody mentions token efficiency. How many tokens does it take to complete the same task?
Tested this with coding tasks cause thats where I actually use these models.
glm-4.6: $0.15 input / $0.60 output Kimi K2: $1.50-2.00 MiniMax: $0.80-1.20 deepseek: $0.28
deepseek looks ... | 2025-11-28T13:54:37 | https://www.reddit.com/r/LocalLLaMA/comments/1p8ven0/compared_actual_usage_costs_for_chinese_ai_models/ | YormeSachi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8ven0 | false | null | t3_1p8ven0 | /r/LocalLLaMA/comments/1p8ven0/compared_actual_usage_costs_for_chinese_ai_models/ | false | false | self | 81 | null |
Some tools I discovered to Simulate and Observe AI Agents at scale | 1 | People usually rely on a mix of simulation, evaluation, and observability tools to see how an agent performs under load, under bad inputs, or during long multi step tasks. Here is a balanced view of some tools that are commonly used today. I've handpicked some of these tools from across reddit.
**1. Maxim AI**
Maxim ... | 2025-11-28T13:50:46 | https://www.reddit.com/r/LocalLLaMA/comments/1p8vbos/some_tools_i_discovered_to_simulate_and_observe/ | Otherwise_Flan7339 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8vbos | false | null | t3_1p8vbos | /r/LocalLLaMA/comments/1p8vbos/some_tools_i_discovered_to_simulate_and_observe/ | false | false | self | 1 | null |
Best small local LLM for "Ask AI" in docusaurus docs? | 2 | Hello, I have collected bunch of my documentation on all the lessons learned, and components I deploy and all headaches with specific use cases that I encountered.
I deploy it in docusaurus. Now I would like to add an "Ask AI" feature, which requires connecting to a chatbot. I know I can integrate with things like cra... | 2025-11-28T13:49:49 | https://www.reddit.com/r/LocalLLaMA/comments/1p8vaz9/best_small_local_llm_for_ask_ai_in_docusaurus_docs/ | redhayd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8vaz9 | false | null | t3_1p8vaz9 | /r/LocalLLaMA/comments/1p8vaz9/best_small_local_llm_for_ask_ai_in_docusaurus_docs/ | false | false | self | 2 | null |
unsloth/Qwen3-Next-80B-A3B-Instruct-GGUF · Hugging Face | 462 | 2025-11-28T13:48:28 | https://huggingface.co/unsloth/Qwen3-Next-80B-A3B-Instruct-GGUF | WhaleFactory | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1p8v9y9 | false | null | t3_1p8v9y9 | /r/LocalLLaMA/comments/1p8v9y9/unslothqwen3next80ba3binstructgguf_hugging_face/ | false | false | default | 462 | {'enabled': False, 'images': [{'id': 'SSIhbD5Dl8kZRyNgV0oqxKpaE8kMvA_ZXLBFpkDEq90', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/SSIhbD5Dl8kZRyNgV0oqxKpaE8kMvA_ZXLBFpkDEq90.png?width=108&crop=smart&auto=webp&s=538ce17b1ba42eb48a8061368d3db840b3676be6', 'width': 108}, {'height': 116, 'url': 'h... | |
Bifrost vs LiteLLM: Side-by-Side Benchmarks (50x Faster LLM Gateway) | 14 | Hey everyone; I recently shared a post here about Bifrost, a high-performance LLM gateway we’ve been building in Go. A lot of folks in the comments asked for a clearer side-by-side comparison with LiteLLM, including performance benchmarks and migration examples. So here’s a follow-up that lays out the numbers, features... | 2025-11-28T13:35:27 | https://www.reddit.com/r/LocalLLaMA/comments/1p8uzww/bifrost_vs_litellm_sidebyside_benchmarks_50x/ | dinkinflika0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8uzww | false | null | t3_1p8uzww | /r/LocalLLaMA/comments/1p8uzww/bifrost_vs_litellm_sidebyside_benchmarks_50x/ | false | false | self | 14 | {'enabled': False, 'images': [{'id': 'tzXJe8W3zlTyaWCO1cmUKgDzwkiVvtz0X-YkHa1rf7g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tzXJe8W3zlTyaWCO1cmUKgDzwkiVvtz0X-YkHa1rf7g.png?width=108&crop=smart&auto=webp&s=9a782d41eac40d175d7f7e099e35565ce794498e', 'width': 108}, {'height': 108, 'url': 'h... |
Fatty AI – Singapore's 42M Local LLM | 1 | [removed] | 2025-11-28T13:25:23 | Impossible_Host_5401 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p8usam | false | null | t3_1p8usam | /r/LocalLLaMA/comments/1p8usam/fatty_ai_singapores_42m_local_llm/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': '8mg69fbn104g1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/8mg69fbn104g1.png?width=108&crop=smart&auto=webp&s=d83bea4bc18ca6cc5db1dfc58db1b87bbd9eece9', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/8mg69fbn104g1.png?width=216&crop=smart&auto=we... | |
How does any of this work? | 0 | i1-IQ3\_S has better quality than i1-IQ3\_M
What does this even mean? And why would anyone use the non-i1 versions? | 2025-11-28T13:21:21 | johannes_bertens | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p8up6n | false | null | t3_1p8up6n | /r/LocalLLaMA/comments/1p8up6n/how_does_any_of_this_work/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'vsfizwwr004g1', 'resolutions': [{'height': 110, 'url': 'https://preview.redd.it/vsfizwwr004g1.png?width=108&crop=smart&auto=webp&s=5c2712442e78982eb61faf4cb2e9eb03d87bef53', 'width': 108}, {'height': 221, 'url': 'https://preview.redd.it/vsfizwwr004g1.png?width=216&crop=smart&auto=we... | |
New to Local LLMs. What models can I run with my setup? | 2 | Hi, sorry I know this question has been asked 1000s of times by now, but I'm new to Local LLMs and don't know a lot about them. I'm trying to use less of paid services and move more towards self hosted. Now I don't have the best setup compared to some on here and I know the limitations, but what models do you think I s... | 2025-11-28T13:20:53 | https://www.reddit.com/r/LocalLLaMA/comments/1p8uotj/new_to_local_llms_what_models_can_i_run_with_my/ | House-Wins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8uotj | false | null | t3_1p8uotj | /r/LocalLLaMA/comments/1p8uotj/new_to_local_llms_what_models_can_i_run_with_my/ | false | false | self | 2 | null |
Using local Llama-3 to analyze Volatility 3 memory dumps. Automating malware discovery in RAM without cloud APIs | 3 | 2025-11-28T12:53:29 | https://v.redd.it/lszb4gqtvz3g1 | Glass-Ant-6041 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1p8u48w | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/lszb4gqtvz3g1/DASHPlaylist.mpd?a=1766926424%2CZjFjYzdhMmNiYzgyYmYwZWNiMGE4Nzg0Mjk0ZGViNjgwN2Y3MTFkMTYwZmE0NTIxMmFkOWQ5ZjZlNTU0Nzg4Nw%3D%3D&v=1&f=sd', 'duration': 62, 'fallback_url': 'https://v.redd.it/lszb4gqtvz3g1/CMAF_720.mp4?source=fallback', 'ha... | t3_1p8u48w | /r/LocalLLaMA/comments/1p8u48w/using_local_llama3_to_analyze_volatility_3_memory/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'YnNkcTZ2c3R2ejNnMTHM8r7gjhfmThXWebp6A_unKOp4fr5vmShf9J1OuvEs', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/YnNkcTZ2c3R2ejNnMTHM8r7gjhfmThXWebp6A_unKOp4fr5vmShf9J1OuvEs.png?width=108&crop=smart&format=pjpg&auto=webp&s=a01554a7c21b66b3abd99507c56cf24f3980c... | ||
I had to review my local model setup after a silent FaceSeek observation | 34 | I was experimenting with a small idea when I noticed a detail in FaceSeek that caused me to reconsider my approach to local models..I came to the realisation that I never settle on a consistent workflow because I constantly switch between different model sizes. Larger ones feel heavy for daily tasks, while others run q... | 2025-11-28T12:35:43 | https://www.reddit.com/r/LocalLLaMA/comments/1p8trxh/i_had_to_review_my_local_model_setup_after_a/ | CoachExtreme5255 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8trxh | false | null | t3_1p8trxh | /r/LocalLLaMA/comments/1p8trxh/i_had_to_review_my_local_model_setup_after_a/ | false | false | self | 34 | null |
CXL Might Be the Future of Large-Model AI | 0 |
This looks like a unified SOC memory competitor
There’s a good write-up on the new Gigabyte CXL memory expansion card and what it means for AI workloads that are hitting memory limits:
https://www.club386.com/gigabyte-expands-intel-xeon-and-amd-threadripper-memory-capacity-with-cxl-add-on-card/
TL;DR
Specs of the... | 2025-11-28T12:16:39 | https://www.reddit.com/r/LocalLLaMA/comments/1p8tf17/cxl_might_be_the_future_of_largemodel_ai/ | Dontdoitagain69 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1p8tf17 | false | null | t3_1p8tf17 | /r/LocalLLaMA/comments/1p8tf17/cxl_might_be_the_future_of_largemodel_ai/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'VoPOEM-x6Bq04HzZHEdfCxUDbBvgxTxqoyonB68pbRM', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/VoPOEM-x6Bq04HzZHEdfCxUDbBvgxTxqoyonB68pbRM.jpeg?width=108&crop=smart&auto=webp&s=8cb16de9a410c3f7e5262e2edd71b9b600724aab', 'width': 108}, {'height': 216, 'url': ... |
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