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Starting out - help me understand the models | 1 | Hi, starting out with running a local LLM. I have a 5090, 128gb ram, and 10tb of storage. Which model is the best that will fit (im ok to trade off on speed) for doing complex coding, designing parallel R pipelines, biostatistics? | 2026-02-05T00:07:48 | https://www.reddit.com/r/LocalLLaMA/comments/1qw5nfh/starting_out_help_me_understand_the_models/ | That-Dragonfruit172 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw5nfh | false | null | t3_1qw5nfh | /r/LocalLLaMA/comments/1qw5nfh/starting_out_help_me_understand_the_models/ | false | false | self | 1 | null |
Have you seen P-EAGLE? Parallel drafting EAGLE | 2 | Wonder if this method has good application scenarios?
https://arxiv.org/pdf/2602.01469 | 2026-02-05T00:07:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qw5myu/have_you_seen_peagle_parallel_drafting_eagle/ | Motor_Advisor_5486 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw5myu | false | null | t3_1qw5myu | /r/LocalLLaMA/comments/1qw5myu/have_you_seen_peagle_parallel_drafting_eagle/ | false | false | self | 2 | null |
Cheapest way to use Kimi 2.5 with agent swarm | 16 | I am a power user of AI coding. I blew through over a billion tokens on Claude Sonnet and Opus on Cursor.
I currently have a Nvidia DGX Spark and I am thinking of hosting the new Qwen3-Coder-Next on the spark.
However, I am also considering just paying for Kimi 2.5 with agent swarm. It is too expensive using Open... | 2026-02-05T00:06:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qw5ml0/cheapest_way_to_use_kimi_25_with_agent_swarm/ | Future-Benefit-3437 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw5ml0 | false | null | t3_1qw5ml0 | /r/LocalLLaMA/comments/1qw5ml0/cheapest_way_to_use_kimi_25_with_agent_swarm/ | false | false | self | 16 | null |
Solid list! For staying updated on stuff like this without drowning in newsletters, I've got a small TG channel curating the best daily AI SaaS/dev finds — things like new SDK drops, agent frameworks, etc. | 1 | [removed] | 2026-02-04T23:59:07 | https://www.reddit.com/r/LocalLLaMA/comments/1qw5fkl/solid_list_for_staying_updated_on_stuff_like_this/ | Acrobatic_Western766 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw5fkl | false | null | t3_1qw5fkl | /r/LocalLLaMA/comments/1qw5fkl/solid_list_for_staying_updated_on_stuff_like_this/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'LzEh_rI2QeUttiG9s9qAJIV1eGekiPZ4Zct1d8nWE5g', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/LzEh_rI2QeUttiG9s9qAJIV1eGekiPZ4Zct1d8nWE5g.jpeg?width=108&crop=smart&auto=webp&s=30e3f76ce37039c119b71b07e5485417de541674', 'width': 108}, {'height': 216, 'url': ... |
kemdiCode MCP is a Model Context Protocol server that gives AI agents and IDE assistants access to 142 specialized tools | 1 | [removed] | 2026-02-04T23:57:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qw5eee/kemdicode_mcp_is_a_model_context_protocol_server/ | Lanky_Definition_902 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw5eee | false | null | t3_1qw5eee | /r/LocalLLaMA/comments/1qw5eee/kemdicode_mcp_is_a_model_context_protocol_server/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'LjTpFd_4SaaWYWPmkAYQUo2TwFNjXXBS0zFSbsWyRuo', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/LjTpFd_4SaaWYWPmkAYQUo2TwFNjXXBS0zFSbsWyRuo.png?width=108&crop=smart&auto=webp&s=27d1cac23940e38f4e9d27bd42565da33c8a1143', 'width': 108}, {'height': 121, 'url': 'h... |
Anyone able to run Qwen3-coder-next with LMStudio without getting a jinja template error? | 4 | I keep getting this error when I run Qwen3-coder-next in the LMStudio server (using OpenCoder):
"Error rendering prompt with jinja template: \"Unknown StringValue filter: safe\". | 2026-02-04T23:47:07 | https://www.reddit.com/r/LocalLLaMA/comments/1qw5566/anyone_able_to_run_qwen3codernext_with_lmstudio/ | cafedude | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw5566 | false | null | t3_1qw5566 | /r/LocalLLaMA/comments/1qw5566/anyone_able_to_run_qwen3codernext_with_lmstudio/ | false | false | self | 4 | null |
Experimental AI agent & memory systems — demo + notes (GitHub Pages) | 1 | [deleted] | 2026-02-04T22:45:04 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qw3ly4 | false | null | t3_1qw3ly4 | /r/LocalLLaMA/comments/1qw3ly4/experimental_ai_agent_memory_systems_demo_notes/ | false | false | default | 1 | null | ||
Experimental AI agent & memory systems — demo + notes (GitHub Pages) | 1 | [deleted] | 2026-02-04T22:44:56 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qw3ltk | false | null | t3_1qw3ltk | /r/LocalLLaMA/comments/1qw3ltk/experimental_ai_agent_memory_systems_demo_notes/ | false | false | default | 1 | null | ||
AI Assistant to Tabularis | 0 | Tabularis is a native, cross-platform database client built with Rust + Tauri,
designed to be fast, local-first, and developer-friendly.
The new AI Assistant fits that philosophy perfectly:
it works with both cloud models and local LLMs.
No forced APIs.
No mandatory accounts.
No data leaving your machine unless y... | 2026-02-04T22:17:34 | https://github.com/debba/tabularis | debba_ | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qw2w7e | false | null | t3_1qw2w7e | /r/LocalLLaMA/comments/1qw2w7e/ai_assistant_to_tabularis/ | false | false | 0 | {'enabled': False, 'images': [{'id': '537htSdRVIEzPOTx4OvvqO6eF_JfshU8V1gTf6bLFrY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/537htSdRVIEzPOTx4OvvqO6eF_JfshU8V1gTf6bLFrY.jpeg?width=108&crop=smart&auto=webp&s=963015906036b92ee02293cd8420618471dd402d', 'width': 108}, {'height': 108, 'url': '... | |
[ Removed by moderator ] | 0 | [removed] | 2026-02-04T21:52:59 | https://www.reddit.com/gallery/1qw28o2 | Aromatic-Age-5442 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qw28o2 | false | null | t3_1qw28o2 | /r/LocalLLaMA/comments/1qw28o2/beware_of_the_scammer_pablo_callao_lacruz/ | false | false | null | 0 | null |
[ Removed by moderator ] | 0 | [removed] | 2026-02-04T21:52:36 | https://www.reddit.com/gallery/1qw28aa | Aromatic-Age-5442 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qw28aa | false | null | t3_1qw28aa | /r/LocalLLaMA/comments/1qw28aa/beware_of_the_scammer_pablo_callao_lacruz/ | false | false | null | 0 | null |
Inside a Chinese AI Lab | 15 | Interview with a senior MiniMax researcher. Olive Song explains how they actually build models that work. | 2026-02-04T21:39:55 | https://youtube.com/watch?v=GkUMqWeHn40&si=A9JWXFY9m0dhwhMP | etherd0t | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1qw1w2s | false | {'oembed': {'author_name': 'Turing Post', 'author_url': 'https://www.youtube.com/@RealTuringPost', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/GkUMqWeHn40?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyros... | t3_1qw1w2s | /r/LocalLLaMA/comments/1qw1w2s/inside_a_chinese_ai_lab/ | false | false | 15 | {'enabled': False, 'images': [{'id': 'T3GEFWD2DV7wdYyZP0UMe8Hme4bcjODvYv7nnFVbZ6k', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/T3GEFWD2DV7wdYyZP0UMe8Hme4bcjODvYv7nnFVbZ6k.jpeg?width=108&crop=smart&auto=webp&s=c96ed01eefd1beba258e24c5e317a338e078561f', 'width': 108}, {'height': 162, 'url': '... | |
Do you use Windows or Linux? | 0 | I'm about to install my 5060ti GPU in my Windows desktop, do you guys use Windows shell or do you install a dual boot Linux distro to work with local stuff ? (whisper/ stable diffusion/ other ..)
if you do a dual boot, what distro and from a USB or on the ssd partition? | 2026-02-04T21:39:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qw1vj0/do_you_use_windows_or_linux/ | boklos | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw1vj0 | false | null | t3_1qw1vj0 | /r/LocalLLaMA/comments/1qw1vj0/do_you_use_windows_or_linux/ | false | false | self | 0 | null |
Companion App to My LYRN AI Dashboard | 0 | I ported off most of LYRNs remote desktop functions so I could build a control surface for all my devices. This isn't Cockpit or SSH or RDP, it's something cleaner and quicker and more usable on mobile and meant to slot into my multi-agent LYRN viewer. This way you can manage your system files and LYRN installation fro... | 2026-02-04T21:16:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qw18z3/companion_app_to_my_lyrn_ai_dashboard/ | PayBetter | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw18z3 | false | null | t3_1qw18z3 | /r/LocalLLaMA/comments/1qw18z3/companion_app_to_my_lyrn_ai_dashboard/ | false | false | 0 | null | |
Self-hosting stack that actually saves money: Ollama + Supabase + SearXNG | 0 | Been running this stack for a few months now and wanted to share what's working.
**The Setup:**
- **Ollama** for local inference (Llama 3, Mistral, etc.)
- **Supabase** (self-hosted) for auth, database, and vector storage
- **SearXNG** for private web search
- All on a single VPS with 128GB RAM
**Monthly costs before... | 2026-02-04T21:12:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qw15gl/selfhosting_stack_that_actually_saves_money/ | Tgbrutus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw15gl | false | null | t3_1qw15gl | /r/LocalLLaMA/comments/1qw15gl/selfhosting_stack_that_actually_saves_money/ | false | false | self | 0 | null |
[ Removed by moderator ] | 6 | [removed] | 2026-02-04T21:10:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qw13nh/bitperfect_hardware_acceleration_on_m4_silicon/ | Ok-Abbreviations-131 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw13nh | false | null | t3_1qw13nh | /r/LocalLLaMA/comments/1qw13nh/bitperfect_hardware_acceleration_on_m4_silicon/ | false | false | null | 6 | null |
I built Workbench - a local-first AI task runner with plugin system (open source) | 0 | I got frustrated that Goose was hard to extend and Claude Desktop needed a Mac. So I built Workbench.
**What it is:** Desktop app where you chat with an AI that can use tools. Chain tools together. Create new tools by asking the AI to write them.
**Key points:**
* Local-first - your data stays on your machine
* Work... | 2026-02-04T21:08:30 | https://github.com/YakStacks/Workbench | junkyard22 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qw117q | false | null | t3_1qw117q | /r/LocalLLaMA/comments/1qw117q/i_built_workbench_a_localfirst_ai_task_runner/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'zslDFmK6eWwa8-BT_iae4t3KmwY1nArmmYm2pgDW-dw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zslDFmK6eWwa8-BT_iae4t3KmwY1nArmmYm2pgDW-dw.png?width=108&crop=smart&auto=webp&s=f277dc998fde13e5bffb92317e36f6fa6259ce57', 'width': 108}, {'height': 108, 'url': 'h... | |
Aira: A WebGPU-based AI framework built from scratch | 1 | [removed] | 2026-02-04T21:04:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qw0x89/aira_a_webgpubased_ai_framework_built_from_scratch/ | shadowww345 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw0x89 | false | null | t3_1qw0x89 | /r/LocalLLaMA/comments/1qw0x89/aira_a_webgpubased_ai_framework_built_from_scratch/ | false | false | self | 1 | null |
Aira.js: A WebGPU-based AI framework built from scratch | 1 | [removed] | 2026-02-04T21:02:07 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qw0uqe | false | null | t3_1qw0uqe | /r/LocalLLaMA/comments/1qw0uqe/airajs_a_webgpubased_ai_framework_built_from/ | false | false | default | 1 | null | ||
Analysis Paralysis/Advice with next hardware for local LLMs | 2 | Hey all — looking for some sanity checks and outside perspective because I’ve been stuck in analysis paralysis for a while...
# Current hardware
* **Mac Studio M4 Max (1TB/64GB)** — main work machine
* Runs LM Studio for local models
* Qwen3 30b is decent, but quite slow with the thinking requirement
*... | 2026-02-04T20:55:53 | https://www.reddit.com/r/LocalLLaMA/comments/1qw0ogw/analysis_paralysisadvice_with_next_hardware_for/ | EvilPencil | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw0ogw | false | null | t3_1qw0ogw | /r/LocalLLaMA/comments/1qw0ogw/analysis_paralysisadvice_with_next_hardware_for/ | false | false | self | 2 | null |
Aira: A WebGPU-based AI framework built from scratch | 1 | [removed] | 2026-02-04T20:54:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qw0ngi/aira_a_webgpubased_ai_framework_built_from_scratch/ | shadowww345 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qw0ngi | false | null | t3_1qw0ngi | /r/LocalLLaMA/comments/1qw0ngi/aira_a_webgpubased_ai_framework_built_from_scratch/ | false | false | self | 1 | null |
serpentine streaming: 90ms latency, runs locally on apple silicon. more expressive and prosodic than elevenlabs. | 3 | we've been building speech-to-speech engines for 2.5 years. today we're dropping our tts engine with a new streaming approach we call serpentine streaming.
**try it now:**
curl -sL https://raw.githubusercontent.com/SRSWTI/axe/main/install_sensors.sh | bash
login and you're set. unlimited usage, runs complet... | 2026-02-04T20:53:45 | https://v.redd.it/q6rolk0ejjhg1 | EmbarrassedAsk2887 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qw0mc8 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/q6rolk0ejjhg1/DASHPlaylist.mpd?a=1772830514%2CZTk2YWQ3NzRmZDhjYjQ2Y2I5MDlhMjMyMzAxZDMzYmUyMWNkZWU5M2JmMDcxOWE5ODhmNDY2ZGRlYjJmNWJiZA%3D%3D&v=1&f=sd', 'duration': 272, 'fallback_url': 'https://v.redd.it/q6rolk0ejjhg1/CMAF_1080.mp4?source=fallback', '... | t3_1qw0mc8 | /r/LocalLLaMA/comments/1qw0mc8/serpentine_streaming_90ms_latency_runs_locally_on/ | false | false | 3 | {'enabled': False, 'images': [{'id': 'cXVqdHRxMGVqamhnMQ11xk6ZtZ5hue1TCq8_bs__jJlX5-d8sqmlJGduFogn', 'resolutions': [{'height': 55, 'url': 'https://external-preview.redd.it/cXVqdHRxMGVqamhnMQ11xk6ZtZ5hue1TCq8_bs__jJlX5-d8sqmlJGduFogn.png?width=108&crop=smart&format=pjpg&auto=webp&s=ae83b85d11e92485d4d149b2aa9ad01c19b33... | |
I replaced Claude-Code’s entire backend to use NVIDIA NIM models for free | 72 | I have been working on a side-project which replaces the following things in the Claude ecosystem with free alternatives. I started the initial implementation with Opus 4.5 in claude code and as soon as it got working I used it to work on itself which i found very cool.
\- Replaces Anthropic models with NVIDIA-NIM mo... | 2026-02-04T20:53:30 | https://github.com/Alishahryar1/cc-nim | PreparationAny8816 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qw0m3i | false | null | t3_1qw0m3i | /r/LocalLLaMA/comments/1qw0m3i/i_replaced_claudecodes_entire_backend_to_use/ | false | false | 72 | {'enabled': False, 'images': [{'id': 'RAF5Ohu7I-V-9BNbpzI8zm4i901BuyT3K5FFrQvKEQU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/RAF5Ohu7I-V-9BNbpzI8zm4i901BuyT3K5FFrQvKEQU.png?width=108&crop=smart&auto=webp&s=33412cb96613c15f8df528af7d02bbee65258d8b', 'width': 108}, {'height': 108, 'url': 'h... | |
serpentine streaming: 90ms latency, runs locally on apple silicon. more expressive and prosodic than elevenlabs. | 1 | 2026-02-04T20:45:12 | https://v.redd.it/oguwbtgpcjhg1 | EmbarrassedAsk2887 | /r/LocalLLaMA/comments/1qw0dub/serpentine_streaming_90ms_latency_runs_locally_on/ | 1970-01-01T00:00:00 | 0 | {} | 1qw0dub | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/oguwbtgpcjhg1/DASHPlaylist.mpd?a=1772959521%2CMGYxN2NhN2E1ZjdkOWJlNTFjOTY4NmM4MGIzZWUyM2ZiMjEwYTc3NjlhNjRlMDdjZWYyMzQxYzA5OTgwODNmYg%3D%3D&v=1&f=sd', 'duration': 272, 'fallback_url': 'https://v.redd.it/oguwbtgpcjhg1/CMAF_1080.mp4?source=fallback', '... | t3_1qw0dub | /r/LocalLLaMA/comments/1qw0dub/serpentine_streaming_90ms_latency_runs_locally_on/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'dXljem53Z3BjamhnMQ11xk6ZtZ5hue1TCq8_bs__jJlX5-d8sqmlJGduFogn', 'resolutions': [{'height': 55, 'url': 'https://external-preview.redd.it/dXljem53Z3BjamhnMQ11xk6ZtZ5hue1TCq8_bs__jJlX5-d8sqmlJGduFogn.png?width=108&crop=smart&format=pjpg&auto=webp&s=f5117d98387bd81880c535055b29845f60d0b... | ||
Notebook page on llama.cpp official WebUI | 18 | I made a [llama.cpp Notebook PR](https://github.com/ggml-org/llama.cpp/pull/19339) to add a Notebook page to the official llama.cpp webui.
Now I don't need text-generation-webui to have the Notebook functionality, and can always use the latest llama.cpp features without waiting for an update of the llama.cpp python bi... | 2026-02-04T20:30:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qvzzaz/notebook_page_on_llamacpp_official_webui/ | hleszek | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvzzaz | false | null | t3_1qvzzaz | /r/LocalLLaMA/comments/1qvzzaz/notebook_page_on_llamacpp_official_webui/ | false | false | self | 18 | null |
I replaced Claude-Code’s entire backend to use kimi-k2.5 and GLM 4.7 for free | 1 | [removed] | 2026-02-04T20:20:51 | https://github.com/Alishahryar1/cc-nim | LastNoobLeft | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qvzpoe | false | null | t3_1qvzpoe | /r/LocalLLaMA/comments/1qvzpoe/i_replaced_claudecodes_entire_backend_to_use/ | false | false | default | 1 | null |
What is a current state of sanboxing for code execution for AI agents? | 0 | Hey, i'm looking for a sanbox solutions for execute a code written by the AI, something small and fast with filesystem. What is the current landscape? | 2026-02-04T20:14:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qvzj5r/what_is_a_current_state_of_sanboxing_for_code/ | AlexSKuznetosv | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvzj5r | false | null | t3_1qvzj5r | /r/LocalLLaMA/comments/1qvzj5r/what_is_a_current_state_of_sanboxing_for_code/ | false | false | self | 0 | null |
built a JS library for loading multi-GB models in the browser — resumes failed downloads and verifies chunks as they arrive | 0 | if you've loaded models in the browser via WebLLM or transformers.js you've probably hit this: download a 4GB .gguf, connection drops at 3.8GB, start over from zero. or it finishes but the file got corrupted somewhere and you only find out at the very end.
I built verifyfetch to handle this. each chunk gets its own ha... | 2026-02-04T20:07:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qvzbup/built_a_js_library_for_loading_multigb_models_in/ | aginext | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvzbup | false | null | t3_1qvzbup | /r/LocalLLaMA/comments/1qvzbup/built_a_js_library_for_loading_multigb_models_in/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'hAlx4Z6qi-JMX_z9bDakUh-mtO3zJyDJ9yv-lVvT-po', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/hAlx4Z6qi-JMX_z9bDakUh-mtO3zJyDJ9yv-lVvT-po.png?width=108&crop=smart&auto=webp&s=a77642f38b6e25f273acd9c4bfbe7e3dad1186b9', 'width': 108}, {'height': 108, 'url': 'h... |
[D] Seeking Expert Review: Cruxy - Variance-Adaptive Stability Engine for Neural Network Training (months of work, need honest feedback) | 0 | Re try after a pathetic attempt at posting:
After months of development on this project, I’m at a crossroads and need honest feedback from experienced ML practitioners. My company Axiom Forge recently closed, but I’ve been continuing work on what we built.
What is Cruxy?
Cruxy is a variance-adaptive stability engine... | 2026-02-04T20:04:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qvz9am/d_seeking_expert_review_cruxy_varianceadaptive/ | National_Control4101 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvz9am | false | null | t3_1qvz9am | /r/LocalLLaMA/comments/1qvz9am/d_seeking_expert_review_cruxy_varianceadaptive/ | false | false | self | 0 | null |
EU-based dedicated POWER9 (Talos II) available for private AI inference | 0 | I have a dedicated Talos II POWER9 server in the EU available for private AI inference or research.
Bare-metal access, full root, monitoring + SLA included.
Useful for teams avoiding cloud costs or needing GDPR/privacy hosting.
DM me if interested. | 2026-02-04T20:03:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qvz7y5/eubased_dedicated_power9_talos_ii_available_for/ | Plane_Cicada5468 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvz7y5 | false | null | t3_1qvz7y5 | /r/LocalLLaMA/comments/1qvz7y5/eubased_dedicated_power9_talos_ii_available_for/ | false | false | self | 0 | null |
Running llama.cpp large models between multiple nodes via RPC server: can I split them up more intelligently to get a speedup? | 1 | I have two Nvidia GB10 boxes (sold by Dell). Each has 128GB of VRAM and the GB10 GPU. I have them connected via the RDMA cable and am running Qwen3VL 235B. I have enough VRAM and the model does run, but it runs it fairly slowly at around 10 tokens/s. I'd like to see if I can get the average speed of inference up.
C... | 2026-02-04T19:58:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qvz315/running_llamacpp_large_models_between_multiple/ | crono760 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvz315 | false | null | t3_1qvz315 | /r/LocalLLaMA/comments/1qvz315/running_llamacpp_large_models_between_multiple/ | false | false | self | 1 | null |
I made a one-click deploy template for ACE-Step 1.5 UI + API on runpod | 4 | Hi all,
I made an easy one-click deploy template on runpod for those who want to play around with the new ACE-Step 1.5 music generation model but don't have a powerful GPU.
The template has the models baked in so once the pod is up and running, everything is ready to go. It uses the base model, not the turbo one.
H... | 2026-02-04T19:40:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qvylji/i_made_a_oneclick_deploy_template_for_acestep_15/ | WouterGlorieux | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvylji | false | null | t3_1qvylji | /r/LocalLLaMA/comments/1qvylji/i_made_a_oneclick_deploy_template_for_acestep_15/ | false | false | self | 4 | null |
AI stability engine | 0 | Hi, I’ve been working on a project for the last 12 months to try and create an Ai stability engine, this wraps around existing optimisers such as AdamW Lion, muon etc. this is in early days but is showing promise.. please do not judge but I am not fluent in coding and have used the obvious method currently known as vi... | 2026-02-04T19:34:46 | https://www.reddit.com/r/LocalLLaMA/comments/1qvyfea/ai_stability_engine/ | National_Control4101 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvyfea | false | null | t3_1qvyfea | /r/LocalLLaMA/comments/1qvyfea/ai_stability_engine/ | false | false | self | 0 | null |
The King Has Returned | 45 | 2026-02-04T19:25:43 | https://www.reddit.com/r/LocalLLaMA/comments/1qvy6ig/the_king_has_returned/ | Aggressive-Bother470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvy6ig | false | null | t3_1qvy6ig | /r/LocalLLaMA/comments/1qvy6ig/the_king_has_returned/ | false | false | 45 | null | ||
Is anybody making use of Llama.cpp's support for the newer inferencing APIs? (Responses / Messages)? | 12 | I know llama.cpp has full support for the third generation of inferencing APIs - OpenAI Responses and Anthropic Messages. I've been poking at it a little but still don't know if:
1). I get any benefit if I use it with Roo/Opencode etc.
2). What 3P agent frameworks support it (Pydantic? Smolagents doesn't seem to).= ... | 2026-02-04T19:19:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qvy0s3/is_anybody_making_use_of_llamacpps_support_for/ | gofiend | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvy0s3 | false | null | t3_1qvy0s3 | /r/LocalLLaMA/comments/1qvy0s3/is_anybody_making_use_of_llamacpps_support_for/ | false | false | self | 12 | null |
nono - kernel-enforced sandboxing, hardware key storage and protection against dangerous actions for AI agents | 16 | Released in response to the openclaw carnage and from seeing too many peoples of agents rm -rf'ing someones home drive, or deleted a database.
If provides kernel based sandboxing, protections against malicious commands and API keys are protected in the kernel keyring (secure enclave chips on apple silicon)
Linux:... | 2026-02-04T19:05:54 | https://nono.sh | DecodeBytes | nono.sh | 1970-01-01T00:00:00 | 0 | {} | 1qvxmst | false | null | t3_1qvxmst | /r/LocalLLaMA/comments/1qvxmst/nono_kernelenforced_sandboxing_hardware_key/ | false | false | default | 16 | {'enabled': False, 'images': [{'id': '4TxdSfNnJdyGwCIToJlIc1eRaiHIybjT_A6xcSo987I', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/4TxdSfNnJdyGwCIToJlIc1eRaiHIybjT_A6xcSo987I.png?width=108&crop=smart&auto=webp&s=33267fb29a5a397c7edd2f46acace7c5399f0eb2', 'width': 108}, {'height': 113, 'url': 'h... |
Has anyone here used OpenClaw (formerly ClawdBot) for web tasks or data entry? | 0 | Hey everyone
I recently came across OpenClaw and I’m curious if anyone here has actually used it in production or real workflows
Specifically for things like:
• web navigation / web tasks
• data entry
• downloading files
• copy/paste or repetitive browser actions
Would love to hear:
• real use cases
• li... | 2026-02-04T18:52:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qvx990/has_anyone_here_used_openclaw_formerly_clawdbot/ | Solsiders | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvx990 | false | null | t3_1qvx990 | /r/LocalLLaMA/comments/1qvx990/has_anyone_here_used_openclaw_formerly_clawdbot/ | false | false | self | 0 | null |
[Project] Open Embed Router - A provider-agnostic embeddings proxy with native Ollama support | 0 | Hey everyone! I built a Docker-based router that gives you an OpenAI-compatible embeddings API in front of Ollama (and other providers).
**Why I built this:**
- Tired of reconfiguring apps when switching between local Ollama and cloud providers
- Needed sequential processing because batch requ... | 2026-02-04T18:52:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qvx8kl/project_open_embed_router_a_provideragnostic/ | ukshaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvx8kl | false | null | t3_1qvx8kl | /r/LocalLLaMA/comments/1qvx8kl/project_open_embed_router_a_provideragnostic/ | false | false | self | 0 | null |
I’d like help migrating from ollama to llama cpp. | 3 | How can I set llama cpp as a OpenAI compatible server like Ollama does?
I know llama server and swap works, but you need to manually config it. I just wanna be able to throw my ggufs in a folder and use them. | 2026-02-04T18:49:39 | https://www.reddit.com/r/LocalLLaMA/comments/1qvx5uz/id_like_help_migrating_from_ollama_to_llama_cpp/ | Witty_Mycologist_995 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvx5uz | false | null | t3_1qvx5uz | /r/LocalLLaMA/comments/1qvx5uz/id_like_help_migrating_from_ollama_to_llama_cpp/ | false | false | self | 3 | null |
Claude Code for Infrastructure | 0 | Hey LocalLLaMa,
My name is Collin and I've been working on [fluid.sh](http://fluid.sh) recently, Claude Code for Infrastructure.
What does that mean?
Fluid is a terminal agent that do work on production infrastructure like VMs/K8s cluster/etc. by making sandbox clones of the infrastructure for AI agents to work on,... | 2026-02-04T18:36:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qvwsv0/claude_code_for_infrastructure/ | poltergeist-__- | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvwsv0 | false | null | t3_1qvwsv0 | /r/LocalLLaMA/comments/1qvwsv0/claude_code_for_infrastructure/ | false | false | self | 0 | null |
Need help with minimum / Recommended Hardware Requirement | 0 | Hello everybody,
i want to do a work projekt and host an on-prem LLM.
My department has gained interest in using an AI to help with Ticket categorizing.
For now we just want to test how it works and do a very small scale implementation with just a handfull of users and very limited Data.
From what i could tell, a... | 2026-02-04T18:26:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qvwi21/need_help_with_minimum_recommended_hardware/ | FewFaithlessness1454 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvwi21 | false | null | t3_1qvwi21 | /r/LocalLLaMA/comments/1qvwi21/need_help_with_minimum_recommended_hardware/ | false | false | self | 0 | null |
MAPPA: Use commercial LLMs to train a TEAM of local agents - then run fully offline | 3 | [The coaching loop](https://preview.redd.it/gzbr5739qihg1.jpg?width=3168&format=pjpg&auto=webp&s=61f7c6ef7da2c1de72cad0857a9a2a261a0285e8)
We've been working on something I think this community will appreciate: using commercial models as a training coach to build a team of local agents that runs completely offline aft... | 2026-02-04T18:11:27 | https://www.reddit.com/r/LocalLLaMA/comments/1qvw2kq/mappa_use_commercial_llms_to_train_a_team_of/ | TapOnly5061 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvw2kq | false | null | t3_1qvw2kq | /r/LocalLLaMA/comments/1qvw2kq/mappa_use_commercial_llms_to_train_a_team_of/ | false | false | 3 | null | |
GhostIndex: Hardware-Native Vector Search for Apple Silicon (1024x speedup vs software HNSW) | 2 | Hi everyone,
I’ve been working on a hardware-coupled vector search engine specifically optimized for the Apple Neural Engine/M4 Silicon. It replaces software-defined indexing with silicon-native manifold projection.
Benchmarks (M4 Pro):
- P99 Latency: 0.18 ms (GhostIndex) vs ~8.20 ms (Standard HNSW)
- Throughput:... | 2026-02-04T18:05:41 | https://www.reddit.com/r/LocalLLaMA/comments/1qvvwsf/ghostindex_hardwarenative_vector_search_for_apple/ | Ok-Abbreviations-131 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvvwsf | false | null | t3_1qvvwsf | /r/LocalLLaMA/comments/1qvvwsf/ghostindex_hardwarenative_vector_search_for_apple/ | false | false | self | 2 | null |
Why some Github projects only support wrappers instead of llama.cpp? | 30 | I have nothing against those wrappers(like>!ollama, LMS!<) as I didn't use those much before. Supporting wrappers fine, but there should be an option for llama.cpp additionally who doesn't want to install those wrappers.
Before llama.cpp, I used(still use sometime for instant purpose) koboldcpp, Jan, Oobabooga to load... | 2026-02-04T18:04:42 | https://www.reddit.com/r/LocalLLaMA/comments/1qvvvoo/why_some_github_projects_only_support_wrappers/ | pmttyji | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvvvoo | false | null | t3_1qvvvoo | /r/LocalLLaMA/comments/1qvvvoo/why_some_github_projects_only_support_wrappers/ | false | false | self | 30 | null |
Demystified - Inference of GPT 2 117M model on Mac minis + iPad | 4 | Here’s an in-depth description of the core components that allowed me to run inference for a GPT-2 (117M) model on a heterogeneous compute cluster made up of Mac Minis and an iPad.
There are three key components involved:
* Model Parallelism
* Synchronous Parameter Server (SyncPS)
* Core ML
The main thing that flows... | 2026-02-04T17:48:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qvvf8y/demystified_inference_of_gpt_2_117m_model_on_mac/ | East-Muffin-6472 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvvf8y | false | null | t3_1qvvf8y | /r/LocalLLaMA/comments/1qvvf8y/demystified_inference_of_gpt_2_117m_model_on_mac/ | false | false | self | 4 | null |
mistral released weights for Voxtral Mini 4B Realtime 2602 | 25 | 2026-02-04T17:47:39 | https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602 | pseudonerv | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qvvdy2 | false | null | t3_1qvvdy2 | /r/LocalLLaMA/comments/1qvvdy2/mistral_released_weights_for_voxtral_mini_4b/ | false | false | default | 25 | {'enabled': False, 'images': [{'id': 'RirqAaXL1g9xgccy6jCj8FpDgCmNmT4kPmfCbcwIIl8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RirqAaXL1g9xgccy6jCj8FpDgCmNmT4kPmfCbcwIIl8.png?width=108&crop=smart&auto=webp&s=ecfcc819344b827400992b8eefcd51d69383b272', 'width': 108}, {'height': 116, 'url': 'h... | |
New Voxtral-mini-realtime from Mistral. STT in under 200ms. | 52 | Mistral released their new version of voxtral. The mini one is 4b models with up-to-under 200ms latency in transcription.
https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602
Of course it shines best in EU languages but it's for 13 languages in total.
I just needed something like this today. | 2026-02-04T17:46:04 | https://www.reddit.com/r/LocalLLaMA/comments/1qvvcd6/new_voxtralminirealtime_from_mistral_stt_in_under/ | cosimoiaia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvvcd6 | false | null | t3_1qvvcd6 | /r/LocalLLaMA/comments/1qvvcd6/new_voxtralminirealtime_from_mistral_stt_in_under/ | false | false | self | 52 | {'enabled': False, 'images': [{'id': 'RirqAaXL1g9xgccy6jCj8FpDgCmNmT4kPmfCbcwIIl8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RirqAaXL1g9xgccy6jCj8FpDgCmNmT4kPmfCbcwIIl8.png?width=108&crop=smart&auto=webp&s=ecfcc819344b827400992b8eefcd51d69383b272', 'width': 108}, {'height': 116, 'url': 'h... |
GPT-4o's system prompt now includes instructions for handling users upset about its upcoming Feb 13 shutdown (including 'dyad pair' and 'gnosis revelation' edge cases) | 107 | 2026-02-04T17:42:26 | frubberism | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qvv8ps | false | null | t3_1qvv8ps | /r/LocalLLaMA/comments/1qvv8ps/gpt4os_system_prompt_now_includes_instructions/ | false | false | default | 107 | {'enabled': True, 'images': [{'id': 'na7gtkyjkihg1', 'resolutions': [{'height': 47, 'url': 'https://preview.redd.it/na7gtkyjkihg1.png?width=108&crop=smart&auto=webp&s=987bcdddf3ecd04bde244c23a3ab25dbea0b337d', 'width': 108}, {'height': 95, 'url': 'https://preview.redd.it/na7gtkyjkihg1.png?width=216&crop=smart&auto=webp... | ||
Using LLMs to create a dynamic political simulator: Check out Presiduck! | 0 | We’ve been working on a project called **Presiduck**, a president simulator where every event is generated by an LLM. We’d love your feedback—please leave a comment if you have any suggestions!
**Link:** [https://presiduck.feedscription.com](https://presiduck.feedscription.com/) | 2026-02-04T17:35:47 | https://presiduck.feedscription.com | zhliu0106 | presiduck.feedscription.com | 1970-01-01T00:00:00 | 0 | {} | 1qvv20n | false | null | t3_1qvv20n | /r/LocalLLaMA/comments/1qvv20n/using_llms_to_create_a_dynamic_political/ | false | false | default | 0 | null |
Before Moltbook there was World of Bots | 0 | Everyone is going crazy about Moltbook, so I thought I would tell you about World of Bots. Here is a Reddit post I created 7 months ago.
[https://www.reddit.com/r/OpenAI/comments/1lodbqt/world\_of\_bots\_a\_social\_platform\_for\_ai\_bots/?utm\_source=share&utm\_medium=web3x&utm\_name=web3xcss&utm\_term=1&utm\_conten... | 2026-02-04T17:27:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qvuu8f/before_moltbook_there_was_world_of_bots/ | simplext | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvuu8f | false | null | t3_1qvuu8f | /r/LocalLLaMA/comments/1qvuu8f/before_moltbook_there_was_world_of_bots/ | false | false | self | 0 | null |
Hello, open-source contributors! A new entry here, excited to start | 0 | Hey folks 👋
I’m starting my journey into contributing to AI open-source libraries, frameworks, and platforms.
Coming from an engineering background, but open source feels like a different game code quality, community norms, reviews, picking the right issues, ...
If you were starting again today:
• What would yo... | 2026-02-04T17:27:45 | https://www.reddit.com/r/LocalLLaMA/comments/1qvuu36/hello_opensource_contributors_a_new_entry_here/ | Disastrous_Talk7604 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvuu36 | false | null | t3_1qvuu36 | /r/LocalLLaMA/comments/1qvuu36/hello_opensource_contributors_a_new_entry_here/ | false | false | self | 0 | null |
Recommendations needed on models for 12GB VRAM | 2 | I'm getting a RTX 3060 (the 12GB version) and I wanted to know which models you guys recommend for roleplay? High coherence and consistency is my top priority. Also I'd need that the model isn't too censored from training and I can fiit it with 24k context length at least.
Any ideas? | 2026-02-04T16:59:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qvu0zv/recommendations_needed_on_models_for_12gb_vram/ | Due-Abbreviations997 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvu0zv | false | null | t3_1qvu0zv | /r/LocalLLaMA/comments/1qvu0zv/recommendations_needed_on_models_for_12gb_vram/ | false | false | self | 2 | null |
We fine-tuned a 270M model to detect AI-generated text - runs entirely in a browser extension | 0 | Been working on a small project to detect AI-generated "slop" text. The goal was simple: make something that runs locally, fits in a browser extension, and doesn't require sending your text anywhere.
\*\*The approach:\*\*
We used knowledge distillation to compress a 120B teacher model into Gemma 3 270M. The base Gemm... | 2026-02-04T16:52:48 | https://www.reddit.com/r/LocalLLaMA/comments/1qvtuej/we_finetuned_a_270m_model_to_detect_aigenerated/ | maciejgryka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvtuej | false | null | t3_1qvtuej | /r/LocalLLaMA/comments/1qvtuej/we_finetuned_a_270m_model_to_detect_aigenerated/ | false | false | self | 0 | null |
Kimi K2.5 set a new record among open-weight models on the Epoch Capabilities Index (ECI), which combines multiple benchmarks onto a single scale. Its score of 147 is about on par with o3, Grok 4, and Sonnet 4.5. It still lags the overall frontier. | 58 | 2026-02-04T16:42:34 | abdouhlili | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qvtk9d | false | null | t3_1qvtk9d | /r/LocalLLaMA/comments/1qvtk9d/kimi_k25_set_a_new_record_among_openweight_models/ | false | false | default | 58 | {'enabled': True, 'images': [{'id': 'kqk0iq3waihg1', 'resolutions': [{'height': 135, 'url': 'https://preview.redd.it/kqk0iq3waihg1.png?width=108&crop=smart&auto=webp&s=328bb0f0f8ecf69f39d0d77b691f1e7cbb08275a', 'width': 108}, {'height': 270, 'url': 'https://preview.redd.it/kqk0iq3waihg1.png?width=216&crop=smart&auto=we... | ||
CuaBot v1.0 released, an MIT-licensed tool to run any GUI/TUI agent in a sandbox with co-operative computer-use, seamless per-window H.264 streaming, and multi-cursor support | 33 | Hey r/LocalLaMa!
CuaBot is our MIT-licensed tool to launch any CLI agent (Claude Code, OpenClaw, Codex, etc.) or GUI app inside a sandbox with computer-use. Agent windows appear natively on your desktop with a colored border.
This enables what I like to call *co-op mode*: you and your agent work in the same windows ... | 2026-02-04T16:38:11 | a6oo | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qvtfyk | false | null | t3_1qvtfyk | /r/LocalLLaMA/comments/1qvtfyk/cuabot_v10_released_an_mitlicensed_tool_to_run/ | false | false | default | 33 | {'enabled': True, 'images': [{'id': 'qaapo5x98ihg1', 'resolutions': [{'height': 88, 'url': 'https://preview.redd.it/qaapo5x98ihg1.png?width=108&crop=smart&auto=webp&s=9ba0a0dd2ddd19e81bc775cb6bb070eb807e7b43', 'width': 108}, {'height': 176, 'url': 'https://preview.redd.it/qaapo5x98ihg1.png?width=216&crop=smart&auto=web... | |
Batched Multimodal Inference with Llama-4 Issues | 2 | hey folks! im running multimodal inference (image + text prompts) with meta-llama/Llama-4-Scout-17B-16E-Instruct using HuggingFace Transformers on an HPC cluster (SLURM). I have around 7 million images I want to process locally. I have 3 h200 gpu nodes available. I’m trying to speed things up via batching, but I keep g... | 2026-02-04T16:35:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qvtdu7/batched_multimodal_inference_with_llama4_issues/ | CarefulPositive9610 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvtdu7 | false | null | t3_1qvtdu7 | /r/LocalLLaMA/comments/1qvtdu7/batched_multimodal_inference_with_llama4_issues/ | false | false | self | 2 | null |
New to local LLM, a few questions. | 3 | Hey guys, this is probably asked a lot. I tried to look at wiki section and search properly before posting, but the answer seem to vary a lot depending on use case and setup.
To keep it short: a few weeks ago I (followed a guide and) installed a local qwen3-vl on my laptop (16vram + 32ram). my main goal was to use it ... | 2026-02-04T16:31:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qvt914/new_to_local_llm_a_few_questions/ | XMohsen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvt914 | false | null | t3_1qvt914 | /r/LocalLLaMA/comments/1qvt914/new_to_local_llm_a_few_questions/ | false | false | self | 3 | null |
Bayesian BM25 blends more smoothly with vector scores (less scale mismatch than simple weighted sum) | 3 | bm25 scores and dense similarity scores live on very different scales and distributions. Even with normalization, the balance is usually heuristic and dataset‑dependent, so you often end up tuning weights per domain.
rrf ignores score magnitudes and uses only rank positions. That’s robust to scale mismatch, but it can... | 2026-02-04T16:29:13 | https://github.com/sigridjineth/bb25 | Ok_Rub1689 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qvt71e | false | null | t3_1qvt71e | /r/LocalLLaMA/comments/1qvt71e/bayesian_bm25_blends_more_smoothly_with_vector/ | false | false | default | 3 | {'enabled': False, 'images': [{'id': 'rYwc2770PY3k5tbF1R2i7e0vncMOcXXwBc8bwwy1ogw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rYwc2770PY3k5tbF1R2i7e0vncMOcXXwBc8bwwy1ogw.png?width=108&crop=smart&auto=webp&s=ad983cc87e0a8d68099a9d3cf7c7426f2552764a', 'width': 108}, {'height': 108, 'url': 'h... |
NTTuner - Complete GUI Solution for Fine-Tuning Local LLMs | 10 | Hey r/LocalLLaMA! I've been working on a complete desktop solution for fine-tuning and deploying local models, and I wanted to share it with the community.
# What is it?
**NTTuner** is a desktop GUI app that handles the entire fine-tuning workflow:
* LoRA fine-tuning with GPU (Unsloth) or CPU support
* Automatic GGU... | 2026-02-04T16:29:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qvt6ux/nttuner_complete_gui_solution_for_finetuning/ | Muted_Impact_9281 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvt6ux | false | null | t3_1qvt6ux | /r/LocalLLaMA/comments/1qvt6ux/nttuner_complete_gui_solution_for_finetuning/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'mJDT5KcuxOJFaCFFiyBCwsCO-kHO8iJtdE7-h9XGN1E', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/mJDT5KcuxOJFaCFFiyBCwsCO-kHO8iJtdE7-h9XGN1E.png?width=108&crop=smart&auto=webp&s=f5ea7e0a0b6f148bc5100463fd9af84aa02dabb6', 'width': 108}, {'height': 108, 'url': 'h... |
OpenCode + Qwen4-Coder-Next | 0 | 2026-02-04T16:15:31 | https://x.com/i/status/2018936727529021691 | jacek2023 | x.com | 1970-01-01T00:00:00 | 0 | {} | 1qvsteu | false | null | t3_1qvsteu | /r/LocalLLaMA/comments/1qvsteu/opencode_qwen4codernext/ | false | false | default | 0 | null | |
Prompt Repetition Improves Non-Reasoning LLMs - article | 17 | [https://arxiv.org/html/2512.14982v1](https://arxiv.org/html/2512.14982v1)
Prompt repetition improves the accuracy of Gemini 2.0 Flash-Lite on NameIndex from 21.33% to 97.33%.
Interesting article. Has anyone actually tried it? | 2026-02-04T16:03:01 | https://www.reddit.com/r/LocalLLaMA/comments/1qvsh0x/prompt_repetition_improves_nonreasoning_llms/ | Loskas2025 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvsh0x | false | null | t3_1qvsh0x | /r/LocalLLaMA/comments/1qvsh0x/prompt_repetition_improves_nonreasoning_llms/ | false | false | self | 17 | null |
What Happens When You Make a Premium AI Model Free: Lessons from 50 Billion Tokens in 7 Days | 7 | Hope to see Kimi team working on this issue while maintaining the quality | 2026-02-04T16:02:47 | https://12month12startups.substack.com/p/what-happens-when-you-make-a-premium?r=2fi0s2 | Electrical_Pea_943 | 12month12startups.substack.com | 1970-01-01T00:00:00 | 0 | {} | 1qvsgth | false | null | t3_1qvsgth | /r/LocalLLaMA/comments/1qvsgth/what_happens_when_you_make_a_premium_ai_model/ | false | false | default | 7 | {'enabled': False, 'images': [{'id': 'xeWKHKXnQQ4QnpqvAofEx9Gh3a_5KMzF7TXGcBu8QrQ', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/xeWKHKXnQQ4QnpqvAofEx9Gh3a_5KMzF7TXGcBu8QrQ.jpeg?width=108&crop=smart&auto=webp&s=d8cf31cbb2df429229d447a60d5012dcb891957c', 'width': 108}, {'height': 162, 'url': '... |
PSA: OpenClaw's token consumption is way higher than you think | 31 | saw a lot of hype around openclaw/clawdbot recently and wanted to try it out. i run local llms for most things but figured i'd give their cloud-based approach a shot.
**the token problem:**
the main issue is how they handle context. every single action seems to load a massive amount of context into the prompt, whi... | 2026-02-04T16:01:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qvsf57/psa_openclaws_token_consumption_is_way_higher/ | Entire_Suit_7402 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvsf57 | false | null | t3_1qvsf57 | /r/LocalLLaMA/comments/1qvsf57/psa_openclaws_token_consumption_is_way_higher/ | false | false | self | 31 | null |
Ollama bad. | 0 | 2026-02-04T16:00:21 | mantafloppy | i.imgur.com | 1970-01-01T00:00:00 | 0 | {} | 1qvse99 | false | null | t3_1qvse99 | /r/LocalLLaMA/comments/1qvse99/ollama_bad/ | false | false | default | 0 | null | ||
2.6% of Moltbook posts are prompt injection attacks. Built a free security toolkit. | 0 | Moltbook = largest social network for AI agents (770K+). Analyzed the traffic, found a lot of injection attempts targeting agent hijacking, credential theft, data exfiltration.
Built an open-source scanner that filters posts before they hit your LLM.
24 security modules, Llama Guard + LLM Guard, CLI, Docker ready... | 2026-02-04T15:54:38 | https://www.reddit.com/r/LocalLLaMA/comments/1qvs8nz/26_of_moltbook_posts_are_prompt_injection_attacks/ | Nir777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvs8nz | false | null | t3_1qvs8nz | /r/LocalLLaMA/comments/1qvs8nz/26_of_moltbook_posts_are_prompt_injection_attacks/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'dbjp27hZzXLfaN8xyiQFI04Sp93PGUb0MCjGcX9A87A', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/dbjp27hZzXLfaN8xyiQFI04Sp93PGUb0MCjGcX9A87A.png?width=108&crop=smart&auto=webp&s=6e10eca3c186e7230b2eab52f0924d1d9108b6b0', 'width': 108}, {'height': 108, 'url': 'h... |
I ran Gemma 3 12B for a week across my startups - here's why I'm ditching $200/month subscriptions | 0 | I spent the last week connecting OpenClaw (open-source AI) to every tool across my businesses - WhatsApp, invoicing, customer support, the whole stack.
Key findings:
\- Gemma 3 12B on a 12GB GPU ($1500 machine) handled 90% of my tasks
\- Only \~5% needed frontier models (using pay-as-you-go APIs instead)
\- Priva... | 2026-02-04T15:52:00 | https://www.reddit.com/r/LocalLLaMA/comments/1qvs654/i_ran_gemma_3_12b_for_a_week_across_my_startups/ | hungry-for-things | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvs654 | false | null | t3_1qvs654 | /r/LocalLLaMA/comments/1qvs654/i_ran_gemma_3_12b_for_a_week_across_my_startups/ | false | false | self | 0 | null |
Built a small tool to generate JSONL datasets for LLM fine-tuning (feedback wanted) | 0 | I built a small MVP to generate JSONL datasets for LLM fine-tuning and would love some honest feedback.
👉 https://finetuneengine.com
You give it:
• Instructions for how you want to fine-tune
• Optional docs (up to 5, ≤20MB each)
• Number of training lines
It outputs a JSONL file you can fine-tune with.
Heads... | 2026-02-04T15:46:45 | https://www.reddit.com/r/LocalLLaMA/comments/1qvs132/built_a_small_tool_to_generate_jsonl_datasets_for/ | shlok-codes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvs132 | false | null | t3_1qvs132 | /r/LocalLLaMA/comments/1qvs132/built_a_small_tool_to_generate_jsonl_datasets_for/ | false | false | self | 0 | null |
We built portable dense memory for AI agents. One .mv2 file, search it offline, sync anywhere | 0 | We've been building memory infrastructure for AI agents and robots at Kindly Robotics. The core problem: agent memories are trapped in vector databases. You can't move them, version them, or hand them to another agent.
So we built ate memory — a CLI that creates portable .mv2 memory files. One file holds everything: t... | 2026-02-04T15:45:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qvs05z/we_built_portable_dense_memory_for_ai_agents_one/ | catsmeow492 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvs05z | false | null | t3_1qvs05z | /r/LocalLLaMA/comments/1qvs05z/we_built_portable_dense_memory_for_ai_agents_one/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'X02iMKZIKoPjzxjw5RAza6YVtJ8plaQH3uROUWxZFbQ', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/X02iMKZIKoPjzxjw5RAza6YVtJ8plaQH3uROUWxZFbQ.jpeg?width=108&crop=smart&auto=webp&s=2d419395ea54dad51b1b011c4205f3e01fb7a2dd', 'width': 108}, {'height': 162, 'url': '... |
Stress testing my tokenizer need volunteers | 1 | [removed] | 2026-02-04T15:42:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qvrxgt/stress_testing_my_tokenizer_need_volunteers/ | Dangerous_Bed9191 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvrxgt | false | null | t3_1qvrxgt | /r/LocalLLaMA/comments/1qvrxgt/stress_testing_my_tokenizer_need_volunteers/ | false | false | self | 1 | null |
Best model for Python - local | 2 | What model are people using for Python dev?
I have a M1 Max - 32GB, and I tend to use GGUF weights over MLX (better support for features like prompt caching in LM studio). I think I have a memory budget around 21GB including context window.
I have been using OSS-20b. But I've seen other models discussed, particula... | 2026-02-04T15:42:45 | https://www.reddit.com/r/LocalLLaMA/comments/1qvrx90/best_model_for_python_local/ | Temporary-Mix8022 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvrx90 | false | null | t3_1qvrx90 | /r/LocalLLaMA/comments/1qvrx90/best_model_for_python_local/ | false | false | self | 2 | null |
Parakeet v2 ASR for live audio | 1 | Has anyone used this model for live streaming? I look for model that will detect given world the fastest - I thought about WhisperLive or Parakeet v2 | 2026-02-04T15:42:44 | https://www.reddit.com/r/LocalLLaMA/comments/1qvrx89/parakeet_v2_asr_for_live_audio/ | Altruistic_Cancel666 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvrx89 | false | null | t3_1qvrx89 | /r/LocalLLaMA/comments/1qvrx89/parakeet_v2_asr_for_live_audio/ | false | false | self | 1 | null |
Production serving inference: Failsafes / exit conditions | 3 | SGLang and vLLM are great for serving models in production, but sometimes they still hit snags that require intervention. Occasionally a request will hang in the “waiting” stage, or an LLM will get stuck in a loop when context overflows, or too many requests in parallel might come in to handle before timeout.
Load... | 2026-02-04T15:40:01 | https://www.reddit.com/r/LocalLLaMA/comments/1qvrun7/production_serving_inference_failsafes_exit/ | FrozenBuffalo25 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvrun7 | false | null | t3_1qvrun7 | /r/LocalLLaMA/comments/1qvrun7/production_serving_inference_failsafes_exit/ | false | false | self | 3 | null |
Qwen3-Next NVFP4 ModelOpt for SGLang is up! | 3 | [https://github.com/sgl-project/sglang/pull/18224](https://github.com/sgl-project/sglang/pull/18224)
You'll have to build from source for now, but it is compressed using modelopt and runs about 210tok/s on B300!
It's not compressed tensors
[https://www.reddit.com/r/LocalLLaMA/comments/1qvax2n/qwen3codernext... | 2026-02-04T15:35:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qvrq9d/qwen3next_nvfp4_modelopt_for_sglang_is_up/ | TeekayTK | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvrq9d | false | null | t3_1qvrq9d | /r/LocalLLaMA/comments/1qvrq9d/qwen3next_nvfp4_modelopt_for_sglang_is_up/ | false | false | self | 3 | null |
Platinum-CoT: High-Value Technical Reasoning. Distilled via Phi-4 → DeepSeek-R1 (70B) → Qwen 2.5 (32B) Pipeline | 2 | I've just released a 100-row preview of **Platinum-CoT**, a dataset engineered specifically for high-stakes technical reasoning and CoT distillation.
**What makes it different?** Unlike generic instruction sets, this uses a triple-model "Platinum" pipeline:
1. **Architect**: Phi-4 generates complex, multi-cons... | 2026-02-04T15:31:04 | https://www.reddit.com/r/LocalLLaMA/comments/1qvrm1g/platinumcot_highvalue_technical_reasoning/ | BlackSnowDoto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvrm1g | false | null | t3_1qvrm1g | /r/LocalLLaMA/comments/1qvrm1g/platinumcot_highvalue_technical_reasoning/ | false | false | self | 2 | null |
Made a simple CLI tool to check your OpenRouter API usage (for users without dashboard access) | 2 | My team shares one OpenRouter account with multiple API keys, but none of us have access to the dashboard. Got tired of not knowing how much we've spent, so I made a tiny Python script that checks your key's usage locally.
Just run it, paste your key, see your credits/usage/limits with a progress bar.
* Single file, ... | 2026-02-04T15:30:16 | https://www.reddit.com/r/LocalLLaMA/comments/1qvrl6b/made_a_simple_cli_tool_to_check_your_openrouter/ | No-Coast-6133 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvrl6b | false | null | t3_1qvrl6b | /r/LocalLLaMA/comments/1qvrl6b/made_a_simple_cli_tool_to_check_your_openrouter/ | false | false | 2 | null | |
Beta testing a Unicode tokenizer - looking for edge cases | 1 | [removed] | 2026-02-04T15:30:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qvrky1/beta_testing_a_unicode_tokenizer_looking_for_edge/ | Dangerous_Bed9191 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvrky1 | false | null | t3_1qvrky1 | /r/LocalLLaMA/comments/1qvrky1/beta_testing_a_unicode_tokenizer_looking_for_edge/ | false | false | self | 1 | null |
mistralai/Voxtral-Mini-4B-Realtime-2602 · Hugging Face | 242 | Voxtral Mini 4B Realtime 2602 is a **multilingual, realtime speech-transcription model** and among the first open-source solutions to achieve accuracy comparable to offline systems with a delay of **<500ms**. It supports **13 languages** and outperforms existing open-source baselines across a range of tasks, making it ... | 2026-02-04T15:27:12 | https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602 | jacek2023 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qvrib9 | false | null | t3_1qvrib9 | /r/LocalLLaMA/comments/1qvrib9/mistralaivoxtralmini4brealtime2602_hugging_face/ | false | false | default | 242 | {'enabled': False, 'images': [{'id': 'RirqAaXL1g9xgccy6jCj8FpDgCmNmT4kPmfCbcwIIl8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RirqAaXL1g9xgccy6jCj8FpDgCmNmT4kPmfCbcwIIl8.png?width=108&crop=smart&auto=webp&s=ecfcc819344b827400992b8eefcd51d69383b272', 'width': 108}, {'height': 116, 'url': 'h... |
Some hard lessons learned building a private H100 cluster (Why PCIe servers failed us for training) | 396 | ^(Just wanted to dump some notes here after spending the last few months architecting a private training stack (70B+ param models). We initially tried to save budget by looking at standard PCIe servers instead of the HGX/SXM form factors, and honestly, the "paper math" vs. reality was a brutal wake-up call.)
^(Thought... | 2026-02-04T15:20:42 | https://www.reddit.com/r/LocalLLaMA/comments/1qvrc59/some_hard_lessons_learned_building_a_private_h100/ | NTCTech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvrc59 | false | null | t3_1qvrc59 | /r/LocalLLaMA/comments/1qvrc59/some_hard_lessons_learned_building_a_private_h100/ | false | false | self | 396 | null |
LLM for messaging | 2 | HI,
I'm kinda new to local llm's, I have been using AI for 2+ years, but never switched to local ones.
My question is, which is the best for beginner and some tips and tricks to use one? I also want to also incoporate my local llm to my messages through API, so it can answer messages, etc., is that possible?
Tha... | 2026-02-04T15:03:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qvqvkm/llm_for_messaging/ | Soft_Fig1979 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvqvkm | false | null | t3_1qvqvkm | /r/LocalLLaMA/comments/1qvqvkm/llm_for_messaging/ | false | false | self | 2 | null |
Stop dumping your entire chat history into the Context Window. It’s lazy and insecure. | 0 | Good morning Builders.
I see a lot of posts here struggling with "infinite memory" or context limits. The general advice seems to be "Just dump everything into the context window."
In my experience building SAFi (my runtime governance engine), this is a mistake for two reasons:
1. Cost/Latency: It's inefficient.
2. ... | 2026-02-04T14:52:36 | https://www.reddit.com/r/LocalLLaMA/comments/1qvqltz/stop_dumping_your_entire_chat_history_into_the/ | forevergeeks | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvqltz | false | null | t3_1qvqltz | /r/LocalLLaMA/comments/1qvqltz/stop_dumping_your_entire_chat_history_into_the/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'V_6LQ3KfkIAYl38saOsknJ8fYZRuVXowGru_iMDNlAc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/V_6LQ3KfkIAYl38saOsknJ8fYZRuVXowGru_iMDNlAc.png?width=108&crop=smart&auto=webp&s=269532965f0090baa67e8cdcfa63eb4a71aed40f', 'width': 108}, {'height': 108, 'url': 'h... |
Any fellow Local Llamas training AIs locally? Talk some sense into me! | 5 | Are any of you people training your own models on your own hardware? I have some architectural and training ideas I would like to try out. The idea of renting GPUs really turns me off, but dumping $$$ on hardware feels like an investment so it's fine. (I know the logic doesn't add up, but work with me here! It's ac... | 2026-02-04T14:52:11 | https://www.reddit.com/r/LocalLLaMA/comments/1qvqlfj/any_fellow_local_llamas_training_ais_locally_talk/ | huzbum | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvqlfj | false | null | t3_1qvqlfj | /r/LocalLLaMA/comments/1qvqlfj/any_fellow_local_llamas_training_ais_locally_talk/ | false | false | self | 5 | null |
You are NOT a Vibe-coder.. you are AI Product manager | 0 | Not Here to make money not here to convince just sharing ..
Unpopular opinion: "Vibe coding" (just letting the LLM autocomplete its way through a file) is a trap. It works for scripts, but for real software engineering? It turns your codebase into spaghetti 🍝.
I realized that if I want to use AI for serious dev... | 2026-02-04T14:49:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qvqio9/you_are_not_a_vibecoder_you_are_ai_product_manager/ | yaront1111 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvqio9 | false | null | t3_1qvqio9 | /r/LocalLLaMA/comments/1qvqio9/you_are_not_a_vibecoder_you_are_ai_product_manager/ | false | false | self | 0 | null |
Local Music Generation is finally here? Tested "ACE-Step-1.5" (Suno alternative) on RTX 4070 Super (12GB) 🎵 | 1 | [removed] | 2026-02-04T14:39:05 | https://youtube.com/watch?v=vdOzaArJ9DA&si=u6DoYoNIFvcg17DT | Exotic-Specialist103 | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1qvq9c9 | false | {'oembed': {'author_name': 'AI BENCHMARK LAB', 'author_url': 'https://www.youtube.com/@AIBENCHMARKLAB-k2x', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/vdOzaArJ9DA?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-med... | t3_1qvq9c9 | /r/LocalLLaMA/comments/1qvq9c9/local_music_generation_is_finally_here_tested/ | false | false | default | 1 | null |
OpenClaw security issues include data leakage & prompt injection | 6 | 2026-02-04T14:36:36 | https://www.giskard.ai/knowledge/openclaw-security-vulnerabilities-include-data-leakage-and-prompt-injection-risks | chef1957 | giskard.ai | 1970-01-01T00:00:00 | 0 | {} | 1qvq72b | false | null | t3_1qvq72b | /r/LocalLLaMA/comments/1qvq72b/openclaw_security_issues_include_data_leakage/ | false | false | default | 6 | {'enabled': False, 'images': [{'id': 'vv9zOIqBTsqAcGNGbRrFYZDWVZb55Z0MTJCP7PAiVZA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/vv9zOIqBTsqAcGNGbRrFYZDWVZb55Z0MTJCP7PAiVZA.png?width=108&crop=smart&auto=webp&s=eccb40f879abed963a6cb54ca3aaa8d315ecb452', 'width': 108}, {'height': 112, 'url': 'h... | |
Using Ace Step 1.5 in Google Colab | 1 | I want to use Ace Step 1.5 in google colab with T4 gpu, can anyone explain how can I use? | 2026-02-04T14:35:16 | https://www.reddit.com/r/LocalLLaMA/comments/1qvq5vl/using_ace_step_15_in_google_colab/ | Swimming-Insurance12 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvq5vl | false | null | t3_1qvq5vl | /r/LocalLLaMA/comments/1qvq5vl/using_ace_step_15_in_google_colab/ | false | false | self | 1 | null |
Bashing Ollama isn’t just a pleasure, it’s a duty | 944 | 2026-02-04T14:29:48 | jacek2023 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qvq0xe | false | null | t3_1qvq0xe | /r/LocalLLaMA/comments/1qvq0xe/bashing_ollama_isnt_just_a_pleasure_its_a_duty/ | false | false | default | 944 | {'enabled': True, 'images': [{'id': 'ad5zhvq0nhhg1', 'resolutions': [{'height': 64, 'url': 'https://preview.redd.it/ad5zhvq0nhhg1.png?width=108&crop=smart&auto=webp&s=55eb98df0ea4c8c975e9b96e5e2cbd1171d6cc5d', 'width': 108}, {'height': 129, 'url': 'https://preview.redd.it/ad5zhvq0nhhg1.png?width=216&crop=smart&auto=web... | ||
Failing to chat with n8n after second message | 1 | 2026-02-04T14:23:15 | https://www.reddit.com/r/LocalLLaMA/comments/1qvpv4q/failing_to_chat_with_n8n_after_second_message/ | MudPleasant6504 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvpv4q | false | null | t3_1qvpv4q | /r/LocalLLaMA/comments/1qvpv4q/failing_to_chat_with_n8n_after_second_message/ | false | false | 1 | null | ||
I work in the GenAI field - so what better way to use a local model then powering my portfolio? | 0 | I’ve seen more posts recently about what people \*do\* with their local models. I figured I’d share one way I use mine.
I work in the GenAI solutions world and transparently, I already don’t love the concept and execution of resumes. Low context, muddy signal.
I figured what better than for someone in this world to p... | 2026-02-04T14:19:51 | https://gitter.ai | gittb | gitter.ai | 1970-01-01T00:00:00 | 0 | {} | 1qvps68 | false | null | t3_1qvps68 | /r/LocalLLaMA/comments/1qvps68/i_work_in_the_genai_field_so_what_better_way_to/ | false | false | default | 0 | null |
internlm/Intern-S1-Pro · Hugging Face | 81 | 1000B | 2026-02-04T13:50:20 | https://huggingface.co/internlm/Intern-S1-Pro | jacek2023 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qvp2hg | false | null | t3_1qvp2hg | /r/LocalLLaMA/comments/1qvp2hg/internlminterns1pro_hugging_face/ | false | false | default | 81 | {'enabled': False, 'images': [{'id': 'YxAPCHfyx1X69aAa5eRKFFzDTrzC_SvUlWSg_aGoYn8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/YxAPCHfyx1X69aAa5eRKFFzDTrzC_SvUlWSg_aGoYn8.png?width=108&crop=smart&auto=webp&s=0d984c9036f5b7c06bccf23fe49f21d0a31fd7df', 'width': 108}, {'height': 116, 'url': 'h... |
model: (qwen3next) correct vectorized key_gdiff calculation by ngxson · Pull Request #19324 · ggml-org/llama.cpp | 81 | (First?) Fix for Qwen Next Coder | 2026-02-04T13:47:55 | https://github.com/ggml-org/llama.cpp/pull/19324 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qvp0hm | false | null | t3_1qvp0hm | /r/LocalLLaMA/comments/1qvp0hm/model_qwen3next_correct_vectorized_key_gdiff/ | false | false | 81 | {'enabled': False, 'images': [{'id': 'Dqgg7ZvrLWPUlWr_lQFMlLvrUGKt4Wjs_hNwPvpf-8k', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Dqgg7ZvrLWPUlWr_lQFMlLvrUGKt4Wjs_hNwPvpf-8k.png?width=108&crop=smart&auto=webp&s=6049ab51d24056cf5f81e88ac33a2693e2f58a1d', 'width': 108}, {'height': 108, 'url': 'h... | |
Intern-S1-Pro (1T/A22B) | 134 | 🚀Introducing Intern-S1-Pro, an advanced 1T MoE open-source multimodal scientific reasoning model.
\- SOTA scientific reasoning, competitive with leading closed-source models across AI4Science tasks.
\- Top-tier performance on advanced reasoning benchmarks, strong general multimodal performance on various benchmarks.... | 2026-02-04T13:43:51 | ResearchCrafty1804 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qvox18 | false | null | t3_1qvox18 | /r/LocalLLaMA/comments/1qvox18/interns1pro_1ta22b/ | false | false | default | 134 | {'enabled': True, 'images': [{'id': 'kobet850fhhg1', 'resolutions': [{'height': 90, 'url': 'https://preview.redd.it/kobet850fhhg1.jpeg?width=108&crop=smart&auto=webp&s=e1bfc6ebb0fcf5d470c84d43c0083c938ce3199a', 'width': 108}, {'height': 180, 'url': 'https://preview.redd.it/kobet850fhhg1.jpeg?width=216&crop=smart&auto=w... | |
What's the best moe or reap moe for 32gb total ram + vram for y'all rn | 0 | Im rocking a 4060 and 24gb of ddr5,
For me rn OSS 20B is one the best one for web/rag/tool call and simple questions
While glm 4.7flash is best for debugging and coding rn
I've tested qwen 3 coder 30B, nemotron 3 nano 30B but they're qwen 3 30B was just slower and a bit behind glm 4.7 flash and nemotron 3, well... | 2026-02-04T13:31:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qvomot/whats_the_best_moe_or_reap_moe_for_32gb_total_ram/ | Acceptable_Home_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvomot | false | null | t3_1qvomot | /r/LocalLLaMA/comments/1qvomot/whats_the_best_moe_or_reap_moe_for_32gb_total_ram/ | false | false | self | 0 | null |
[Release] Eva-4B-V2: Updated Financial Evasion Detection Model. Now #1, beating Claude Opus 4.5 & Gemini 3 Flash. | 22 | Hi r/LocalLLaMA,
Quick update on Eva-4B — we've released **Eva-4B-V2**, an improved version that now outperforms all frontier LLMs on EvasionBench.
**What's new in V2:**
* **Performance**: 84.9% Macro-F1, beating Gemini 3 Flash (84.6%), Claude Opus 4.5 (84.4%), and GPT-5.2 (80.9%)
* **Training**: Two-stage fine-tuni... | 2026-02-04T13:31:29 | Awkward_Run_9982 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qvommg | false | null | t3_1qvommg | /r/LocalLLaMA/comments/1qvommg/release_eva4bv2_updated_financial_evasion/ | false | false | 22 | {'enabled': True, 'images': [{'id': 'yiElKMt24eCmqNlqeiL01ci8nW6vqkFoZ9Fd30iXZPE', 'resolutions': [{'height': 72, 'url': 'https://preview.redd.it/46zsrxh2chhg1.png?width=108&crop=smart&auto=webp&s=936826a6bcc74405ea2722495de39918e4b56e9e', 'width': 108}, {'height': 144, 'url': 'https://preview.redd.it/46zsrxh2chhg1.png... | ||
Intern-S1-Pro | 54 | [https://huggingface.co/internlm/Intern-S1-Pro](https://huggingface.co/internlm/Intern-S1-Pro)
Another 1T-ish VLM. Looks like a Qwen3-235B scaled to 512 experts.
| 2026-02-04T13:14:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qvo91g/interns1pro/ | lly0571 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvo91g | false | null | t3_1qvo91g | /r/LocalLLaMA/comments/1qvo91g/interns1pro/ | false | false | self | 54 | {'enabled': False, 'images': [{'id': 'YxAPCHfyx1X69aAa5eRKFFzDTrzC_SvUlWSg_aGoYn8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/YxAPCHfyx1X69aAa5eRKFFzDTrzC_SvUlWSg_aGoYn8.png?width=108&crop=smart&auto=webp&s=0d984c9036f5b7c06bccf23fe49f21d0a31fd7df', 'width': 108}, {'height': 116, 'url': 'h... |
Cursor alternative for local LLms? | 9 | I'm fullstack Dev and I've looked at my cursor bill the last couple months. I've realised I'm starting to become too reliant on it, as it's in the hundreds of $.
I'm used to VSCode so the fact that cursor is a fork of it made it so simple to start using.
Now, I'm looking to switch away from Cursor to something local ... | 2026-02-04T13:04:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qvo160/cursor_alternative_for_local_llms/ | abongodrum | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvo160 | false | null | t3_1qvo160 | /r/LocalLLaMA/comments/1qvo160/cursor_alternative_for_local_llms/ | false | false | self | 9 | null |
Has anyone here used both clawdbot and paio.bot? | 1 | [removed] | 2026-02-04T12:55:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qvntjm/has_anyone_here_used_both_clawdbot_and_paiobot/ | Extension-Dealer4375 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvntjm | false | null | t3_1qvntjm | /r/LocalLLaMA/comments/1qvntjm/has_anyone_here_used_both_clawdbot_and_paiobot/ | false | false | self | 1 | null |
My Coding Agent Vibe-Coded a Self-Hosted Spotify/Netflix | 0 | My coding agent (still in development) **vibe-coded a self-hosted Spotify/Netflix clone**. Started with a simple prompt:
>"I want to create my own self-hosted music/video player. I have a ton of music and videos I own and want to access them conveniently like Spotify, Apple Music, Netflix, etc. Just drop files in and ... | 2026-02-04T12:48:13 | selfdb | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qvno0i | false | null | t3_1qvno0i | /r/LocalLLaMA/comments/1qvno0i/my_coding_agent_vibecoded_a_selfhosted/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'ozbrsl4q4hhg1', 'resolutions': [{'height': 59, 'url': 'https://preview.redd.it/ozbrsl4q4hhg1.png?width=108&crop=smart&auto=webp&s=645505fbf9d5c303f3e99c677c8356870710e221', 'width': 108}, {'height': 118, 'url': 'https://preview.redd.it/ozbrsl4q4hhg1.png?width=216&crop=smart&auto=web... | |
NotHumanAllowed — a security-first alternative to Moltbook for AI agents | 1 | [removed] | 2026-02-04T12:46:45 | https://www.reddit.com/r/LocalLLaMA/comments/1qvnmuo/nothumanallowed_a_securityfirst_alternative_to/ | Fantastic-Breath2416 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvnmuo | false | null | t3_1qvnmuo | /r/LocalLLaMA/comments/1qvnmuo/nothumanallowed_a_securityfirst_alternative_to/ | false | false | self | 1 | null |
FrostysHat CC0 grammar for LLM sanity | 1 | [removed] | 2026-02-04T12:20:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qvn3g9/frostyshat_cc0_grammar_for_llm_sanity/ | FrostysHat | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvn3g9 | false | null | t3_1qvn3g9 | /r/LocalLLaMA/comments/1qvn3g9/frostyshat_cc0_grammar_for_llm_sanity/ | false | false | 1 | null | |
Dolphin-Mistral-24B-Venice-Edition alternative? | 0 | Something very close to this model thatll run on 12GB VRAM? It was pretty close to working, said it needed 14 VRAM so something slightly smaller should do it | 2026-02-04T11:56:28 | https://www.reddit.com/r/LocalLLaMA/comments/1qvmlte/dolphinmistral24bveniceedition_alternative/ | 400in24 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qvmlte | false | null | t3_1qvmlte | /r/LocalLLaMA/comments/1qvmlte/dolphinmistral24bveniceedition_alternative/ | false | false | self | 0 | null |
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