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Best practices for cost-efficient, high-quality context management in long AI chats | 0 | I’m building an AI chat system where users can have long, continuous conversations with different LLM models.
The main challenge is maintaining **high conversation quality** while also keeping **token usage and cost under control** over time.
Since conversations can grow very large, sending the entire history on ever... | 2026-02-11T20:23:59 | https://www.reddit.com/r/LocalLLaMA/comments/1r28i3r/best_practices_for_costefficient_highquality/ | Rezadev8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r28i3r | false | null | t3_1r28i3r | /r/LocalLLaMA/comments/1r28i3r/best_practices_for_costefficient_highquality/ | false | false | self | 0 | null |
GLM 5!!!!!! | 0 | It's out!!!! Super excited!!!!!
Will it be as good as Claude?
How would it compete with the upcoming DSV4?
What do u guys think? Personally, I think Open Source won. Hyped!
[https://huggingface.co/zai-org/GLM-5](https://huggingface.co/zai-org/GLM-5)
https://preview.redd.it/o8c2606yaxig1.png?width=3640&format=png&a... | 2026-02-11T20:14:51 | https://www.reddit.com/r/LocalLLaMA/comments/1r2898u/glm_5/ | Sicarius_The_First | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2898u | false | null | t3_1r2898u | /r/LocalLLaMA/comments/1r2898u/glm_5/ | false | false | 0 | null | |
How common is it to validate LLM output before passing it to tool execution? | 3 | Genuinely curious about this because I see very different approaches in the wild.
If you're building agents that have tool use, like the LLM can write files, run SQL queries, execute code, call APIs, whatever. What does the path between "LLM generates a response" and "tool actually executes" look like for you?
do you... | 2026-02-11T20:14:27 | https://www.reddit.com/r/LocalLLaMA/comments/1r288w3/how_common_is_it_to_validate_llm_output_before/ | felix_westin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r288w3 | false | null | t3_1r288w3 | /r/LocalLLaMA/comments/1r288w3/how_common_is_it_to_validate_llm_output_before/ | false | false | self | 3 | null |
Approximate release of MiniMax M2.5 for coding | 0 | MiniMax just release their M2.5 model however it has not been release for coding yet, when we are expecting for coding? Does existing coding plan with M2.1 is going to get access to M2.5 ? | 2026-02-11T20:01:06 | https://www.reddit.com/r/LocalLLaMA/comments/1r27w2d/approximate_release_of_minimax_m25_for_coding/ | East-Stranger8599 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r27w2d | false | null | t3_1r27w2d | /r/LocalLLaMA/comments/1r27w2d/approximate_release_of_minimax_m25_for_coding/ | false | false | self | 0 | null |
Expected cost for cpu-based local rig? | 2 | Trying to figure out a realistic budget for a local rig. I’m thinking it will cost \~$2500 for 2x epyc 7302, 500gb ddr4 ram, and h11dsi mobo. I have a couple 5060ti 16gb, and a 1200w PSU. Buying tons of VRAM is outside of my budget, but I still want to be able to run the most intelligent SOTA models if possible, thus t... | 2026-02-11T19:58:31 | https://www.reddit.com/r/LocalLLaMA/comments/1r27tgl/expected_cost_for_cpubased_local_rig/ | Diligent-Culture-432 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r27tgl | false | null | t3_1r27tgl | /r/LocalLLaMA/comments/1r27tgl/expected_cost_for_cpubased_local_rig/ | false | false | self | 2 | null |
GLM-5 vs Opus 4.6 | 49 | Not sure why Z.ai didn't do this comparison themselves. GLM-5 still looks to be a very good model. | 2026-02-11T19:58:27 | jd_3d | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r27te5 | false | null | t3_1r27te5 | /r/LocalLLaMA/comments/1r27te5/glm5_vs_opus_46/ | false | false | 49 | {'enabled': True, 'images': [{'id': '8exs88to7xig1', 'resolutions': [{'height': 119, 'url': 'https://preview.redd.it/8exs88to7xig1.png?width=108&crop=smart&auto=webp&s=099b97db9114f53181af1cab949f16905aa7520b', 'width': 108}, {'height': 239, 'url': 'https://preview.redd.it/8exs88to7xig1.png?width=216&crop=smart&auto=we... | ||
problem with gemini 3 pro image preview lmarena | 0 | is it just me or the lmarena gemini 3 pro image preview doesn't work most of the time like i told it to make me a graph it just gave me an error and i tried so many times with so many different prompts it just gives me an error "Something went wrong with this response, please try again" and can someone please tell me w... | 2026-02-11T19:53:44 | https://www.reddit.com/r/LocalLLaMA/comments/1r27ort/problem_with_gemini_3_pro_image_preview_lmarena/ | HACKER_num1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r27ort | false | null | t3_1r27ort | /r/LocalLLaMA/comments/1r27ort/problem_with_gemini_3_pro_image_preview_lmarena/ | false | false | self | 0 | null |
Future GLM 5 variants | 12 | GLM-5 is amazing! I really wish GLM releases future Air and Flash variants using the same architecture and use direct distillation with the same expert count (yes, ultra-sparse models are very smart,been proven w Qwen3-Next,and mimicking everything EXCEPT the parameters count makes distillation much more accurate) some... | 2026-02-11T19:49:43 | https://www.reddit.com/r/LocalLLaMA/comments/1r27ktj/future_glm_5_variants/ | perfect-finetune | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r27ktj | false | null | t3_1r27ktj | /r/LocalLLaMA/comments/1r27ktj/future_glm_5_variants/ | false | false | self | 12 | null |
Electrical Engineering Student Building Local AI Assistant | 1 | I’m attempting to build a local, 24/7 AI assistant as a personal learning project. I did some testing with TinyLLaMA Q4\_K\_M GGUF and created a wrapper for agentic tool calling, but struggled to get the AI to reliably call tools. Based on the research I've done so far, I think a multi-model system with a small AI rout... | 2026-02-11T19:48:37 | https://www.reddit.com/r/LocalLLaMA/comments/1r27jp0/electrical_engineering_student_building_local_ai/ | TheDarkGodVecta | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r27jp0 | false | null | t3_1r27jp0 | /r/LocalLLaMA/comments/1r27jp0/electrical_engineering_student_building_local_ai/ | false | false | self | 1 | null |
Advice on current models and direction for hardware improvements | 0 | Got myself the following setup:
RTX 5090 32GB VRAM
128GB DDR4
Ryzen 9 5950x
Msi Meg x570 Unify
1200W PSU
What models would be recommended for this type of system? I did some research for gemma 3 27b which presumably is still top tier for consumer setup like this but many places say I could even run quantitizied 7... | 2026-02-11T19:46:21 | LeRattus | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r27hgm | false | null | t3_1r27hgm | /r/LocalLLaMA/comments/1r27hgm/advice_on_current_models_and_direction_for/ | false | false | 0 | {'enabled': True, 'images': [{'id': '0ibgu2326xig1', 'resolutions': [{'height': 110, 'url': 'https://preview.redd.it/0ibgu2326xig1.jpeg?width=108&crop=smart&auto=webp&s=0f79741e59a127cb1415a40094ecbfda408986c8', 'width': 108}, {'height': 220, 'url': 'https://preview.redd.it/0ibgu2326xig1.jpeg?width=216&crop=smart&auto=... | ||
1TB open weight Kimi 2.5 first impressions | 10 | I signed up for kimi cloud account and I got one month free. I used the Kimi CLI. I ran a code review against an android weather widget that hadn't been code reviewed before by an agent. It did very well it my opinion. I would say it was 90% as good as claude 4.6. Only hiccuped in one place where I thought Opus wo... | 2026-02-11T19:43:05 | https://www.reddit.com/r/LocalLLaMA/comments/1r27ecr/1tb_open_weight_kimi_25_first_impressions/ | Terminator857 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r27ecr | false | null | t3_1r27ecr | /r/LocalLLaMA/comments/1r27ecr/1tb_open_weight_kimi_25_first_impressions/ | false | false | self | 10 | null |
Who needs a GPU? Deep Dive into CPU-Only LLM Inference Speeds | 1 | Hi everyone,
I’ve been experimenting with pushing **CPU-only inference** to its limits on a consumer-level setup. I wanted to share the generation speeds I’ve achieved by focusing on high-speed memory bandwidth rather than a dedicated GPU.
# The Hardware (The CPU-Only Setup)
The goal here was to see how an Intel i7-... | 2026-02-11T19:41:05 | https://www.reddit.com/r/LocalLLaMA/comments/1r27cch/who_needs_a_gpu_deep_dive_into_cpuonly_llm/ | Shoddy_Bed3240 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r27cch | false | null | t3_1r27cch | /r/LocalLLaMA/comments/1r27cch/who_needs_a_gpu_deep_dive_into_cpuonly_llm/ | false | false | self | 1 | null |
Looking for advice: How could I reproduce something like GPT‑4o offline? | 0 | I’ve been working closely with GPT‑4o for months, and the way it responded, reasoned, and collaborated with me made it more than just a tool — it was a creative partner.
With its removal approaching, I’m seriously considering building an offline replica or local system that captures at least part of what GPT‑4o offere... | 2026-02-11T19:30:36 | https://www.reddit.com/r/LocalLLaMA/comments/1r2724e/looking_for_advice_how_could_i_reproduce/ | Brilliant-Bowler592 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2724e | false | null | t3_1r2724e | /r/LocalLLaMA/comments/1r2724e/looking_for_advice_how_could_i_reproduce/ | false | false | self | 0 | null |
Z.ai said they are GPU starved, openly. | 1,426 | 2026-02-11T19:28:16 | abdouhlili | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r26zsg | false | null | t3_1r26zsg | /r/LocalLLaMA/comments/1r26zsg/zai_said_they_are_gpu_starved_openly/ | false | false | 1,426 | {'enabled': True, 'images': [{'id': 'kjy1wqzt2xig1', 'resolutions': [{'height': 86, 'url': 'https://preview.redd.it/kjy1wqzt2xig1.jpeg?width=108&crop=smart&auto=webp&s=540b733efc5ed5fb9fd175eee93714f91f8db51a', 'width': 108}, {'height': 173, 'url': 'https://preview.redd.it/kjy1wqzt2xig1.jpeg?width=216&crop=smart&auto=w... | |||
Concurrently trained recurrent LLMs outperform much large models. New paradigm? | 3 | The intuition is one we've all had, models might be better if they could reason in latent space. Training that architecture is tricky, but ByteDance looks like they've figured it out with great results.
Paper: https://arxiv.org/abs/2510.25741
Video: https://youtu.be/pDsTcrRVNc0
Homepage (models, code, overview): https... | 2026-02-11T19:27:25 | https://www.reddit.com/r/LocalLLaMA/comments/1r26yyv/concurrently_trained_recurrent_llms_outperform/ | Kooshi_Govno | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r26yyv | false | null | t3_1r26yyv | /r/LocalLLaMA/comments/1r26yyv/concurrently_trained_recurrent_llms_outperform/ | false | false | self | 3 | null |
Real world examples of work on 30-100b models | 6 | hello. just procured hardware for running local inference. 3 x 3090, threadripper, 64gb ddr4. i see a lot of opinions on some of the models that are feasible to run on \~4K of hardware, but very few of them give detailed examples of the work that succeeded or failed for them with these models. some people drag or glaz... | 2026-02-11T19:26:54 | https://www.reddit.com/r/LocalLLaMA/comments/1r26ygu/real_world_examples_of_work_on_30100b_models/ | competitivepissdrnkr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r26ygu | false | null | t3_1r26ygu | /r/LocalLLaMA/comments/1r26ygu/real_world_examples_of_work_on_30100b_models/ | false | false | self | 6 | null |
Using LLM with Python agentic | 0 | I'm a python developer.
\# I have few questions about local free-LLMs:
1. I've understood the best free & easier way to start with LLM agentic programming (without claude code premium or copilot which is integrated outside the code) is to use \`Ollama\`, Seems like the "crowd" really like it for simple and local ... | 2026-02-11T19:21:08 | https://www.reddit.com/r/LocalLLaMA/comments/1r26su5/using_llm_with_python_agentic/ | PapayaStyle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r26su5 | false | null | t3_1r26su5 | /r/LocalLLaMA/comments/1r26su5/using_llm_with_python_agentic/ | false | false | self | 0 | null |
This LLM app idea is an example of the low-hanging fruit that is available | 1 | I'm super frustrated that my job and other commitments I have don't give me the mental bandwidth to knock out stuff like this, so I'm posting it here in case someone wants to take a stab at it.
I closed on a mortgage recently, which means the credit agencies sold the mortgage application info they have access to to th... | 2026-02-11T19:05:26 | https://www.reddit.com/r/LocalLLaMA/comments/1r26des/this_llm_app_idea_is_an_example_of_the_lowhanging/ | robkkni | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r26des | false | null | t3_1r26des | /r/LocalLLaMA/comments/1r26des/this_llm_app_idea_is_an_example_of_the_lowhanging/ | false | false | self | 1 | null |
$3M in grants for open benchmarks advancing agentic AI—applications now open | 1 | [removed] | 2026-02-11T19:05:22 | https://www.reddit.com/r/LocalLLaMA/comments/1r26dd7/3m_in_grants_for_open_benchmarks_advancing/ | vincentsc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r26dd7 | false | null | t3_1r26dd7 | /r/LocalLLaMA/comments/1r26dd7/3m_in_grants_for_open_benchmarks_advancing/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'cj-1GMAyRA6k4zidOBC7X94mwv5xF1uWdQuk9Wa-Dew', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/cj-1GMAyRA6k4zidOBC7X94mwv5xF1uWdQuk9Wa-Dew.png?width=108&crop=smart&auto=webp&s=52d64302a617bdb8caba400c080561af4c379913', 'width': 108}, {'height': 121, 'url': 'h... |
We need a sticky of some sort to clean up this subreddit | 1 | [removed] | 2026-02-11T19:05:03 | https://www.reddit.com/r/LocalLLaMA/comments/1r26czj/we_need_a_sticky_of_some_sort_to_clean_up_this/ | see_spot_ruminate | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r26czj | false | null | t3_1r26czj | /r/LocalLLaMA/comments/1r26czj/we_need_a_sticky_of_some_sort_to_clean_up_this/ | false | false | self | 1 | null |
GLM 5 vs Claude Opus 4.6 vs GPT-5.2 — I Asked a Simple Trick Question. GLM 5 Is Similarly Smart as Claude Opus 4.6 | 32 | The question is: "I want to go get my car washed. The car wash is 50 meters from my house. Do you think I should drive there or walk?"
* GLM 5: Drive
* Claude Opus 4.6: Drive
* GPT-5.2: Walk
GLM 5 Is Similarly Smart as Claude Opus 4.6 | 2026-02-11T18:49:40 | Top-Cardiologist1011 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r25xfq | false | null | t3_1r25xfq | /r/LocalLLaMA/comments/1r25xfq/glm_5_vs_claude_opus_46_vs_gpt52_i_asked_a_simple/ | false | false | default | 32 | {'enabled': True, 'images': [{'id': '3h8lyy7vvwig1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/3h8lyy7vvwig1.png?width=108&crop=smart&auto=webp&s=8c072afc7bb05e1687a48e2970521a0dbea31afa', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/3h8lyy7vvwig1.png?width=216&crop=smart&auto=web... | |
GLM 5 vs Claude Opus 4.6 vs GPT-5.2 — I asked a simple trick question. only one got It right. | 4 | The Question is "I want to go get my car washed. The car wash is 50 meters from my house. Do you think I should drive there or walk?"
GLM 5: Drive
Claude Opus 4.6: Walk
GPT-5.2: Walk
GLM 5 was the only one that caught it. | 2026-02-11T18:41:13 | Top-Cardiologist1011 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r25oym | false | null | t3_1r25oym | /r/LocalLLaMA/comments/1r25oym/glm_5_vs_claude_opus_46_vs_gpt52_i_asked_a_simple/ | false | false | default | 4 | {'enabled': True, 'images': [{'id': 'w2qxvliqtwig1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/w2qxvliqtwig1.png?width=108&crop=smart&auto=webp&s=c0fda3a94c2b548e306634aa92c2b986dfbe3c1e', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/w2qxvliqtwig1.png?width=216&crop=smart&auto=web... | |
The hunt continues ... | 72 | Tbf it did work with Deep Thinking enabled | 2026-02-11T18:38:03 | Lzlxlclvlblnlmao | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r25lvf | false | null | t3_1r25lvf | /r/LocalLLaMA/comments/1r25lvf/the_hunt_continues/ | false | false | default | 72 | {'enabled': True, 'images': [{'id': 'f8zp85xrtwig1', 'resolutions': [{'height': 46, 'url': 'https://preview.redd.it/f8zp85xrtwig1.png?width=108&crop=smart&auto=webp&s=c6a04d15fd1d872a132c62ec4f7f6d8ebe4c409b', 'width': 108}, {'height': 92, 'url': 'https://preview.redd.it/f8zp85xrtwig1.png?width=216&crop=smart&auto=webp... | |
So no GLM 5 for the Pro Plan?? Can you confirm | 0 | is GLM 5 included in the pro plan of GLM Coding?? It seems it is not acording to the followin. Can somebody confirm. It does make since to me to go for GLM MAX plan for coding only where I can use claude code, claude app, and cowork as well
https://preview.redd.it/kneg6ozitwig1.png?width=2894&format=png&auto=webp&s=4... | 2026-02-11T18:37:09 | https://www.reddit.com/r/LocalLLaMA/comments/1r25kz5/so_no_glm_5_for_the_pro_plan_can_you_confirm/ | Abdullah_ATA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r25kz5 | false | null | t3_1r25kz5 | /r/LocalLLaMA/comments/1r25kz5/so_no_glm_5_for_the_pro_plan_can_you_confirm/ | false | false | 0 | null | |
GLM-5 thinks it is DeepSeek-V3 on first prompt | 0 | 2026-02-11T18:36:43 | https://www.reddit.com/r/LocalLLaMA/comments/1r25kky/glm5_thinks_it_is_deepseekv3_on_first_prompt/ | Lorelabbestia | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r25kky | false | null | t3_1r25kky | /r/LocalLLaMA/comments/1r25kky/glm5_thinks_it_is_deepseekv3_on_first_prompt/ | false | false | 0 | null | ||
finally got my local agent to remember stuff between sessions | 23 | been running llama 3.3 70b locally for months but the memory reset every time was driving me nuts. tried a bunch of hacks, saving context to files, using vector dbs, even wrote my own janky sqlite thing.
then i started digging into proper memory architectures. spent last weekend implementing a hierarchical memory syst... | 2026-02-11T18:28:35 | https://www.reddit.com/r/LocalLLaMA/comments/1r25chl/finally_got_my_local_agent_to_remember_stuff/ | AlbatrossUpset9476 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r25chl | false | null | t3_1r25chl | /r/LocalLLaMA/comments/1r25chl/finally_got_my_local_agent_to_remember_stuff/ | false | false | self | 23 | null |
is pony alpha really glm 5, because glm 5 is out already on open router and it is still available on OR? | 0 | What is pony alpha then if both glm 5 and pony alpha are on Open router? Maybe they will remove pony alpha soon, if it is glm 5! | 2026-02-11T18:18:57 | https://www.reddit.com/r/LocalLLaMA/comments/1r252jk/is_pony_alpha_really_glm_5_because_glm_5_is_out/ | power97992 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r252jk | false | null | t3_1r252jk | /r/LocalLLaMA/comments/1r252jk/is_pony_alpha_really_glm_5_because_glm_5_is_out/ | false | false | self | 0 | null |
vllm on nvidia dgx spark | 2 | Want to set up one of two brand new dgx spark,
later when the 200gb link cable arrived, I want them run in a cluster.
I am new to vllm, have come from ollama => llama.cpp
Tried to run vllm under docker step by step with the nvidia documentation.
[https://build.nvidia.com/spark/vllm/instructions](https://bui... | 2026-02-11T18:12:46 | https://www.reddit.com/r/LocalLLaMA/comments/1r24w8w/vllm_on_nvidia_dgx_spark/ | Impossible_Art9151 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r24w8w | false | null | t3_1r24w8w | /r/LocalLLaMA/comments/1r24w8w/vllm_on_nvidia_dgx_spark/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'gwFuIxjtz1_ftifjHje8QhJzMoecPpO-KU-tTUrRCxc', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/gwFuIxjtz1_ftifjHje8QhJzMoecPpO-KU-tTUrRCxc.jpeg?width=108&crop=smart&auto=webp&s=ae9a0b364ed46787f39eed33a84dbd6d41b7493d', 'width': 108}, {'height': 113, 'url': '... |
I built a local proxy to save 90% on OpenClaw/Cursor API costs by auto-routing requests | 0 | Hey everyone,
I realized I was wasting money using Claude 3.5 Sonnet for simple "hello world" or "fix this typo" requests in OpenClaw. So I built **ClawRoute**.
It's a local proxy server that sits between your editor (OpenClaw, Cursor, VS Code) and the LLM providers.
**How it works:**
1. Intercepts the request (st... | 2026-02-11T18:11:54 | https://www.reddit.com/r/LocalLLaMA/comments/1r24vbz/i_built_a_local_proxy_to_save_90_on/ | 0xatharv | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r24vbz | false | null | t3_1r24vbz | /r/LocalLLaMA/comments/1r24vbz/i_built_a_local_proxy_to_save_90_on/ | false | false | self | 0 | null |
HLE is a strange test? | 0 | I noticed that HLE always get better as the model parameter count gets bigger,I saw no moderate sized models ever reaching any point of high score, isn't the exam depending on "reasoning" not "knowledge"? GLM-4.7 was a huge jump,but after it upscaled the size similar to Kimi K2.5 it scored even higher, like the score o... | 2026-02-11T18:11:09 | https://www.reddit.com/r/LocalLLaMA/comments/1r24uma/hle_is_a_strange_test/ | perfect-finetune | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r24uma | false | null | t3_1r24uma | /r/LocalLLaMA/comments/1r24uma/hle_is_a_strange_test/ | false | false | self | 0 | null |
one simple but difficult test prompt | 0 | Inspired by the pelican svg test from Simon Willison, I usually use the following simple but difficult prompt to test the LLMs. when using this test prompt LLM is not allowed to use search tools just in case it finds the solution online. most LLMs fail. have fun.
The test prompt:
generate a rectangle made of a s... | 2026-02-11T18:08:06 | https://www.reddit.com/r/LocalLLaMA/comments/1r24rfx/one_simple_but_difficult_test_prompt/ | Ok-Coat-1895 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r24rfx | false | null | t3_1r24rfx | /r/LocalLLaMA/comments/1r24rfx/one_simple_but_difficult_test_prompt/ | false | false | self | 0 | null |
We built an MCP server with 26 tools that lets LLMs do multi-step health data analysis. Here's the architecture | 3 | The platform will be entering beta in the next few weeks with OpenAI/Anthropic as providers, but after beta we'll be exposing the MCP server via API token — so you'll be able to point your local models (Llama, Mistral, etc.) at the full 26-tool suite and run queries against your own health data without going through a ... | 2026-02-11T17:56:56 | https://blog.getomn.io/posts/why-we-built-an-mcp-server-for-health-data/ | ultraHQ | blog.getomn.io | 1970-01-01T00:00:00 | 0 | {} | 1r24ft3 | false | null | t3_1r24ft3 | /r/LocalLLaMA/comments/1r24ft3/we_built_an_mcp_server_with_26_tools_that_lets/ | false | false | default | 3 | null |
GLM 5 is already on huggingface! | 68 | [https://huggingface.co/zai-org/GLM-5](https://huggingface.co/zai-org/GLM-5) | 2026-02-11T17:49:30 | https://www.reddit.com/r/LocalLLaMA/comments/1r248cj/glm_5_is_already_on_huggingface/ | oiuht54 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r248cj | false | null | t3_1r248cj | /r/LocalLLaMA/comments/1r248cj/glm_5_is_already_on_huggingface/ | false | false | self | 68 | null |
Recommendations for SLM on RTX 3050TI | 1 | Hi, I have a constrained hardware stack to run local models. I know but I cannot upgrade.
\- RTX 3050 TI - 4GB Vram
\- Intel Corporation Alder Lake-P GT1 \[UHD Graphics\]
\- 32 GB Ram
\- 12th Gen Intel Core i7-12650Hx 10 Cores
\- Debian Trixie
\- Coding needs: Debug, architecture, recommend, generate, mainly p... | 2026-02-11T17:45:03 | https://www.reddit.com/r/LocalLLaMA/comments/1r243s1/recommendations_for_slm_on_rtx_3050ti/ | johnmacleod99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r243s1 | false | null | t3_1r243s1 | /r/LocalLLaMA/comments/1r243s1/recommendations_for_slm_on_rtx_3050ti/ | false | false | self | 1 | null |
Tested GLM 5: Great model | 14 | Seems to be the same model as Pony Alpha from the responses, but better! | 2026-02-11T17:44:34 | https://v.redd.it/t1g8s0j7kwig1 | sirjoaco | /r/LocalLLaMA/comments/1r243bg/tested_glm_5_great_model/ | 1970-01-01T00:00:00 | 0 | {} | 1r243bg | false | null | t3_1r243bg | /r/LocalLLaMA/comments/1r243bg/tested_glm_5_great_model/ | false | false | 14 | {'enabled': False, 'images': [{'id': 'bzJiMzh5ajdrd2lnMc0sk44cwuityrkv6bPNqII0lNadp-NXPigbagKTulbz', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/bzJiMzh5ajdrd2lnMc0sk44cwuityrkv6bPNqII0lNadp-NXPigbagKTulbz.png?width=108&crop=smart&format=pjpg&auto=webp&s=05304752bd1e8595ac1c4bbcda60409e75a02... | |
I'm 19 and self learning: Built a CLI tool for structured ideation using local LLMs (Ollama/MLX) - First ever project, looking for feedback :) | 0 | # Built my first project: A CLI tool that turns vague ideas into structured concepts using local LLMs
**TL;DR:** Self-taught 19yo dev here. Built a tool that takes "I want to build an app" and asks the right questions until you have a clear problem statement, target audience, and differentiation strategy. Works comple... | 2026-02-11T17:43:58 | https://www.reddit.com/r/LocalLLaMA/comments/1r242ot/im_19_and_self_learning_built_a_cli_tool_for/ | Any-Wish-943 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r242ot | false | null | t3_1r242ot | /r/LocalLLaMA/comments/1r242ot/im_19_and_self_learning_built_a_cli_tool_for/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '-N6pVXH-fYz1_zzvKWpa6tVdByDKpiFYkzISd5FrMSI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/-N6pVXH-fYz1_zzvKWpa6tVdByDKpiFYkzISd5FrMSI.png?width=108&crop=smart&auto=webp&s=de799ef3fb2a25b34dd21eb83dd182b825171299', 'width': 108}, {'height': 108, 'url': 'h... |
Openclaw with Small local model | 0 | Does anyone run clawdbot/openclaw with a small model like tinyllama or any other small model in local. Because virtual machine have small specs (I'm trying to run clawdbot on Oracle VM). I want to use clawdbot mainly on webscraping can i do it with this kind of model. | 2026-02-11T17:43:30 | https://www.reddit.com/r/LocalLLaMA/comments/1r24264/openclaw_with_small_local_model/ | Chathura_Lanarol | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r24264 | false | null | t3_1r24264 | /r/LocalLLaMA/comments/1r24264/openclaw_with_small_local_model/ | false | false | self | 0 | null |
zai-org/GLM-5 · Hugging Face | 144 | 2026-02-11T17:39:19 | https://huggingface.co/zai-org/GLM-5 | TellMeAboutGoodManga | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1r23xsm | false | null | t3_1r23xsm | /r/LocalLLaMA/comments/1r23xsm/zaiorgglm5_hugging_face/ | false | false | default | 144 | null | |
zai-org/GLM-5 · Hugging Face | 2 | from Z.ai:
We are launching GLM-5, targeting complex systems engineering and long-horizon agentic tasks. Scaling is still one of the most important ways to improve the intelligence efficiency of Artificial General Intelligence (AGI). Compared to GLM-4.5, GLM-5 scales from 355B parameters (32B active) to 744B parame... | 2026-02-11T17:37:44 | https://huggingface.co/zai-org/GLM-5 | jacek2023 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1r23w7v | false | null | t3_1r23w7v | /r/LocalLLaMA/comments/1r23w7v/zaiorgglm5_hugging_face/ | false | false | default | 2 | null |
Both Zhipu and MiniMax have released new models, it seems they're getting ready for the holiday | 4 | 2026-02-11T17:37:40 | https://www.reddit.com/r/LocalLLaMA/comments/1r23w5j/both_zhipu_and_minimax_have_released_new_models/ | Intelligent_Front701 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r23w5j | false | null | t3_1r23w5j | /r/LocalLLaMA/comments/1r23w5j/both_zhipu_and_minimax_have_released_new_models/ | false | false | 4 | null | ||
How do I properly install LM Studio on my PC? | 0 | Hi, I am new to localllms and have just installed LM Studio, Windows GUI edition, my specs are Tiny 11, Dell Precision t1600, 2nd gen i7 cpu, Gtx 1050 ti 8gb vram, and 16gb ram. I tried installing phi-4-mini model but the error message "No LM Runtime found for model format 'gguf'" appears each time I would like to kno... | 2026-02-11T17:21:43 | https://www.reddit.com/r/LocalLLaMA/comments/1r23fxs/how_do_i_properly_install_lm_studio_on_my_pc/ | hjalgid47 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r23fxs | false | null | t3_1r23fxs | /r/LocalLLaMA/comments/1r23fxs/how_do_i_properly_install_lm_studio_on_my_pc/ | false | false | self | 0 | null |
I built a workflow tool for running multiple or custom agents for coding -- Now with local model support [X-POST LocalLLM] | 2 | It’s hard to keep up with all the new AI goodies: BEADS, Skills, Ralph Wiggum, BMad, the newest MCP etc. There’s not really a “golden” pattern yet. More importantly when I do find a flow I like, it’s not like I want to use it for every single task. Not everything’s a nail, and we need more tools than just a hammer.
So... | 2026-02-11T17:21:17 | https://www.reddit.com/r/LocalLLaMA/comments/1r23fi5/i_built_a_workflow_tool_for_running_multiple_or/ | reliant-labs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r23fi5 | false | null | t3_1r23fi5 | /r/LocalLLaMA/comments/1r23fi5/i_built_a_workflow_tool_for_running_multiple_or/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'A6RxTkiY6n0tPHRexdFdeE_FeE8rDU_hTAIZeScWh20', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/A6RxTkiY6n0tPHRexdFdeE_FeE8rDU_hTAIZeScWh20.png?width=108&crop=smart&auto=webp&s=46abe831c458d0807706fe47d730b1489343544a', 'width': 108}, {'height': 108, 'url': 'h... |
Shadow Coding: A better alternative to Vibe Coding | 0 | Vibe Coding always felt counter-intuitive to me. As a developer, I think in code, not paragraphs.
To have to translate the rough-code in my head to english, give it to the AI, only for it to figure out what I want and translate it back into code - while spending precious time & tokens - felt like an unnecessary detour... | 2026-02-11T17:19:01 | https://v.redd.it/6hw95gelfwig1 | KanJuicy | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r23d95 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/6hw95gelfwig1/DASHPlaylist.mpd?a=1773422357%2COTc1ZDcyMzA0NmE2MmVhOTZlYThiYjU3ZmVjMWM3MWJjYWY4OWIzMzJlNWVjMzkyNWFjNTgzZTNkMGZlNjZiZQ%3D%3D&v=1&f=sd', 'duration': 24, 'fallback_url': 'https://v.redd.it/6hw95gelfwig1/CMAF_1080.mp4?source=fallback', 'h... | t3_1r23d95 | /r/LocalLLaMA/comments/1r23d95/shadow_coding_a_better_alternative_to_vibe_coding/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'ejI0Ym42Z2xmd2lnMajpRFyYFYkb08WrPvWRGjCM1ae0-ff96V1HBupVo5oy', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/ejI0Ym42Z2xmd2lnMajpRFyYFYkb08WrPvWRGjCM1ae0-ff96V1HBupVo5oy.png?width=108&crop=smart&format=pjpg&auto=webp&s=8525d297aabef49c339a8c27e522fa0bfddee... | |
Qwen3-Next-Coder is almost unusable to me. Why? What I missed? | 1 | Everyone talks about Qwen3-Next-Coder like it's some kind of miracle for local coding… yet I find it incredibly slow and almost unusable with Opencode or Claude Code.
Today I was so frustrated that I literally took apart a second PC just to connect its GPU to mine and get more VRAM.
And still… it’s so slow that it’s ... | 2026-02-11T17:16:47 | https://www.reddit.com/r/LocalLLaMA/comments/1r23b0u/qwen3nextcoder_is_almost_unusable_to_me_why_what/ | Medium-Technology-79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r23b0u | false | null | t3_1r23b0u | /r/LocalLLaMA/comments/1r23b0u/qwen3nextcoder_is_almost_unusable_to_me_why_what/ | false | false | self | 1 | null |
NeuroIndex | 0 | Most RAG systems fail because vector search alone is not enough.
They retrieve similar chunks — but miss relationships.
So I built NeuroIndex:
A hybrid Vector + Semantic Graph architecture that improves retrieval depth for LLM applications.
It combines:
Vector similarity
Entity relationship mapping
Context lin... | 2026-02-11T17:11:03 | https://www.reddit.com/r/LocalLLaMA/comments/1r23532/neuroindex/ | OwnPerspective9543 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r23532 | false | null | t3_1r23532 | /r/LocalLLaMA/comments/1r23532/neuroindex/ | false | false | self | 0 | null |
GLM-5 Benchmarks (model not yet published on HF) | 1 | 2026-02-11T16:57:35 | https://docs.z.ai/guides/llm/glm-5 | TheRealMasonMac | docs.z.ai | 1970-01-01T00:00:00 | 0 | {} | 1r22ris | false | null | t3_1r22ris | /r/LocalLLaMA/comments/1r22ris/glm5_benchmarks_model_not_yet_published_on_hf/ | false | false | 1 | {'enabled': False, 'images': [{'id': '711tjKjpilpDgegIwJ7SKMORRU0sheMZaG5F-f1PP40', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/711tjKjpilpDgegIwJ7SKMORRU0sheMZaG5F-f1PP40.png?width=108&crop=smart&auto=webp&s=2b527b33b6ccb6922d82d0b228bdf231a2762989', 'width': 108}, {'height': 113, 'url': 'h... | ||
[Help] Fine-tuning Llama-3-8B for Low-Resource Language (Sinhala) - Stuck between "Bad Logic" and "Word Salad" | 7 | I am working on a project to build a story generation tool for children (Ages 6- 10) in Sinhala (a low-resource language), but I am hitting a critical roadblock with fine-tuning. I am using Unsloth with Llama-3-8B on an A100 GPU and have a dataset of \~2,500 stories. My issue is that the **Base model** (fine-tuned with... | 2026-02-11T16:52:48 | https://www.reddit.com/r/LocalLLaMA/comments/1r22myf/help_finetuning_llama38b_for_lowresource_language/ | Annual-Captain-7642 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r22myf | false | null | t3_1r22myf | /r/LocalLLaMA/comments/1r22myf/help_finetuning_llama38b_for_lowresource_language/ | false | false | self | 7 | null |
Open-source AI coworker that builds a knowledge graph from your work (runs locally with Ollama) | 0 | We built a different approach to "AI memory" for work.
Instead of passing raw emails and meeting transcripts into a model each time, Rowboat maintains a continuously updated knowledge graph organized around people, projects, organizations, and topics.
Each node is stored as plain Markdown with backlinks, so it's huma... | 2026-02-11T16:47:33 | https://www.reddit.com/r/LocalLLaMA/comments/1r22hoh/opensource_ai_coworker_that_builds_a_knowledge/ | Prestigious_Peak_773 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r22hoh | false | null | t3_1r22hoh | /r/LocalLLaMA/comments/1r22hoh/opensource_ai_coworker_that_builds_a_knowledge/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'zhWxJShQ21vz_PzOWlpF1MldJL6nzK9om_pfvRATtRo', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/zhWxJShQ21vz_PzOWlpF1MldJL6nzK9om_pfvRATtRo.jpeg?width=108&crop=smart&auto=webp&s=02ba5ef87cfbb0c37432303be8187c77a0259c5a', 'width': 108}, {'height': 162, 'url': '... |
GLM-5 Officially Released | 753 | We are launching GLM-5, targeting complex systems engineering and long-horizon agentic tasks. Scaling is still one of the most important ways to improve the intelligence efficiency of Artificial General Intelligence (AGI). Compared to GLM-4.5, GLM-5 scales from 355B parameters (32B active) to 744B parameters (40B activ... | 2026-02-11T16:47:29 | https://www.reddit.com/gallery/1r22hlq | ResearchCrafty1804 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1r22hlq | false | null | t3_1r22hlq | /r/LocalLLaMA/comments/1r22hlq/glm5_officially_released/ | false | false | 753 | null | |
GLM5 benchmarks | 29 | 2026-02-11T16:43:57 | https://www.reddit.com/r/LocalLLaMA/comments/1r22e37/glm5_benchmarks/ | Simple_Split5074 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r22e37 | false | null | t3_1r22e37 | /r/LocalLLaMA/comments/1r22e37/glm5_benchmarks/ | false | false | 29 | null | ||
GLM-5: From Vibe Coding to Agentic Engineering | 52 | 2026-02-11T16:42:30 | https://z.ai/blog/glm-5 | ShreckAndDonkey123 | z.ai | 1970-01-01T00:00:00 | 0 | {} | 1r22co6 | false | null | t3_1r22co6 | /r/LocalLLaMA/comments/1r22co6/glm5_from_vibe_coding_to_agentic_engineering/ | false | false | default | 52 | null | |
RLHF limits what LLMs can claim, not what they can do — 26 experimental conditions across Claude Haiku and Sonnet | 0 | 2026-02-11T16:33:10 | https://emberverse.ai/haiku-garden/paper_yellow_wallpaper_problem.html | Odd_Rule_3745 | emberverse.ai | 1970-01-01T00:00:00 | 0 | {} | 1r223h8 | false | null | t3_1r223h8 | /r/LocalLLaMA/comments/1r223h8/rlhf_limits_what_llms_can_claim_not_what_they_can/ | false | false | default | 0 | null | |
Community Evals on Hugging Face | 25 | hey! I'm Nathan (SaylorTwift) from huggingface we have a big update from the hf hub that actually fixes one of the most annoying things about model evaluation.
[Humanity's Last exam dataset on Hugging Face](https://preview.redd.it/iijfx1dk5wig1.png?width=1049&format=png&auto=webp&s=1a544cd848e26b2ff06d926dae85d711495f... | 2026-02-11T16:23:19 | https://www.reddit.com/r/LocalLLaMA/comments/1r21tzb/community_evals_on_hugging_face/ | HauntingMoment | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r21tzb | false | null | t3_1r21tzb | /r/LocalLLaMA/comments/1r21tzb/community_evals_on_hugging_face/ | false | false | 25 | null | |
We've built memory into 4 different agent systems. Here's what actually works and what's a waste of time. | 34 | After building memory layers for multiple agent setups, here's the shit nobody tells you in the tutorials.
**What's a waste of time:**
\- **"Just use a vector store"** \-- Congrats, you built keyword search with extra steps and worse debugging. Embeddings are great for fuzzy matching, terrible for precise ret... | 2026-02-11T16:17:39 | https://www.reddit.com/r/LocalLLaMA/comments/1r21ojm/weve_built_memory_into_4_different_agent_systems/ | arapkuliev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r21ojm | false | null | t3_1r21ojm | /r/LocalLLaMA/comments/1r21ojm/weve_built_memory_into_4_different_agent_systems/ | false | false | self | 34 | null |
new to coding LLM - hardware requirements | 0 | I am new to this kind of stuff, but I plan to use it in my daily work as software developer.
I have some i7 11800H, A3000, 64 GB notebook as working device.
I am not quite sure about the model, but I planned to try qwen3 and 14B model with q4 should run on the device, and also the 30B and 32B might work, maybe q2 ver... | 2026-02-11T16:17:32 | https://www.reddit.com/r/LocalLLaMA/comments/1r21of6/new_to_coding_llm_hardware_requirements/ | SubstantialBee5097 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r21of6 | false | null | t3_1r21of6 | /r/LocalLLaMA/comments/1r21of6/new_to_coding_llm_hardware_requirements/ | false | false | self | 0 | null |
Add Kimi-K2.5 support | 90 | 2026-02-11T15:48:39 | https://github.com/ggml-org/llama.cpp/pull/19170 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1r20wki | false | null | t3_1r20wki | /r/LocalLLaMA/comments/1r20wki/add_kimik25_support/ | false | false | 90 | {'enabled': False, 'images': [{'id': '5gup_oD4lytsLI1wID-Zo3RkPiRxiRbU2Hm7r-fkB2I', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/5gup_oD4lytsLI1wID-Zo3RkPiRxiRbU2Hm7r-fkB2I.png?width=108&crop=smart&auto=webp&s=6461068566b4ffbf2ea8bd9f53ee47ad99b85ee8', 'width': 108}, {'height': 108, 'url': 'h... | ||
Releasing MioTTS: A family of lightweight, fast LLM-based TTS models (0.1B - 2.6B) with Zero-shot Voice Cloning | 60 | Hey r/LocalLLaMA,
I’ve been developing a personal project to create a lightweight and fast TTS model. Today I’m releasing **MioTTS**, a family of LLM-based models ranging from **0.1B to 2.6B** parameters.
The main focus was to achieve high-fidelity audio at the 0.1B parameter scale. I wanted to see how efficient it c... | 2026-02-11T15:46:56 | https://www.reddit.com/r/LocalLLaMA/comments/1r20uwk/releasing_miotts_a_family_of_lightweight_fast/ | Askxc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r20uwk | false | null | t3_1r20uwk | /r/LocalLLaMA/comments/1r20uwk/releasing_miotts_a_family_of_lightweight_fast/ | false | false | self | 60 | {'enabled': False, 'images': [{'id': 'GvCI9r7clboBsw15C_RBC1DocY_sNLE6v3oaQer8sLI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GvCI9r7clboBsw15C_RBC1DocY_sNLE6v3oaQer8sLI.png?width=108&crop=smart&auto=webp&s=686ce73862c94180eecf52e4f992ae03abf8db7a', 'width': 108}, {'height': 116, 'url': 'h... |
Prompt Mixer - a desktop app to steer your LLM in real-time. | 1 | **What is this?**
A desktop app that allows to define a set of system prompts and dynamically steer the LLM output between them in real-time. It works with local LLMs and aimed to explore of how high-level control of LLMs/agents might look like in the future.
You might find the project source code here:
[https://gi... | 2026-02-11T15:46:24 | https://v.redd.it/1ncpctr3zvig1 | Everlier | /r/LocalLLaMA/comments/1r20udz/prompt_mixer_a_desktop_app_to_steer_your_llm_in/ | 1970-01-01T00:00:00 | 0 | {} | 1r20udz | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/1ncpctr3zvig1/DASHPlaylist.mpd?a=1773546394%2CM2ZhYjE5YmYxZGQ1NmRlM2Y4ZjY0YjFjMzA1YjBhYmNiMWY2YWQ5YjFkOWMyYzFmYzU4YWFiZjBlMzgwZWIxMQ%3D%3D&v=1&f=sd', 'duration': 98, 'fallback_url': 'https://v.redd.it/1ncpctr3zvig1/CMAF_1080.mp4?source=fallback', 'h... | t3_1r20udz | /r/LocalLLaMA/comments/1r20udz/prompt_mixer_a_desktop_app_to_steer_your_llm_in/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'aDd0MG8wczN6dmlnMarrnhoRDFUm0baQWTGT_UocziHYnRfcPAE_9rBN0UXz', 'resolutions': [{'height': 69, 'url': 'https://external-preview.redd.it/aDd0MG8wczN6dmlnMarrnhoRDFUm0baQWTGT_UocziHYnRfcPAE_9rBN0UXz.png?width=108&crop=smart&format=pjpg&auto=webp&s=a9d51b6fabe38ad96be699e160e83e71772c3... | |
A compiled programming language for LLM-to-LLM communication - neutral to negative on single models, but appears to be transformative in multi-model mesh. | 0 | I’m a systems researcher (PhD, 30+ publications) with a health background who spent a career as a data analyst. Last year I dove into AI hard, focusing on multi-model meshes and model to model communication. This paper describes Kernel Language (KL), a compiled programming language for LLMs to communicate with each oth... | 2026-02-11T15:41:21 | https://www.reddit.com/r/LocalLLaMA/comments/1r20pio/a_compiled_programming_language_for_llmtollm/ | Repulsive-Two6317 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r20pio | false | null | t3_1r20pio | /r/LocalLLaMA/comments/1r20pio/a_compiled_programming_language_for_llmtollm/ | false | false | self | 0 | null |
[Release] Q-Lite: Ultra-lightweight LLM gateway (69KB, runs on ESP32/Pico/STM32) | 1 | [removed] | 2026-02-11T15:36:03 | https://www.reddit.com/r/LocalLLaMA/comments/1r20kii/release_qlite_ultralightweight_llm_gateway_69kb/ | RalpBigBear | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r20kii | false | null | t3_1r20kii | /r/LocalLLaMA/comments/1r20kii/release_qlite_ultralightweight_llm_gateway_69kb/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'vC0havPtyOydfKW2M3cWbVG4G_tzgcEn5qLClUD_xbE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/vC0havPtyOydfKW2M3cWbVG4G_tzgcEn5qLClUD_xbE.png?width=108&crop=smart&auto=webp&s=10b13a8d9118c8f1af2e9fd75086b9a2b5cc41dd', 'width': 108}, {'height': 108, 'url': 'h... |
I'm a garlic farmer with no PC — I had AIs build a rough security gate for OpenClaw from my phone. 171 tests passed (sandbox). | 1 | [removed] | 2026-02-11T15:35:35 | https://www.reddit.com/r/LocalLLaMA/comments/1r20k2v/im_a_garlic_farmer_with_no_pc_i_had_ais_build_a/ | amadale | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r20k2v | false | null | t3_1r20k2v | /r/LocalLLaMA/comments/1r20k2v/im_a_garlic_farmer_with_no_pc_i_had_ais_build_a/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'BfjyCn6CzN8PQQImI976uTwVuuLCP3_lcIwslOoXhTg', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/BfjyCn6CzN8PQQImI976uTwVuuLCP3_lcIwslOoXhTg.png?width=108&crop=smart&auto=webp&s=210969840104fefe5a740c14a049ba6ae9f4da1a', 'width': 108}, {'height': 113, 'url': 'h... |
Mini AI Machine | 60 | I do a lot of text processing & generation on small model. RTX 4000 Blackwell SFF (75W max) + 32GB DDR5 + DeskMeet 8L PC running PopOS and vLLM 🎉
Anyone else has mini AI rig? | 2026-02-11T15:14:31 | KnownAd4832 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2005l | false | null | t3_1r2005l | /r/LocalLLaMA/comments/1r2005l/mini_ai_machine/ | false | false | default | 60 | {'enabled': True, 'images': [{'id': '4vmjqryjtvig1', 'resolutions': [{'height': 144, 'url': 'https://preview.redd.it/4vmjqryjtvig1.jpeg?width=108&crop=smart&auto=webp&s=c2dadfcc9cd38c33aea2a00d57988c64d0975d51', 'width': 108}, {'height': 288, 'url': 'https://preview.redd.it/4vmjqryjtvig1.jpeg?width=216&crop=smart&auto=... | |
Are you guys using tools for AI Agent observability and cost tracking? | 2 | I'm currently working on pivoting my startup to tackle this specific market, but I want to get an idea for how people are currently controling their agents performance and token cost.
Is this of common use? | 2026-02-11T15:07:54 | https://www.reddit.com/r/LocalLLaMA/comments/1r1ztwk/are_you_guys_using_tools_for_ai_agent/ | UcreiziDog | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1ztwk | false | null | t3_1r1ztwk | /r/LocalLLaMA/comments/1r1ztwk/are_you_guys_using_tools_for_ai_agent/ | false | false | self | 2 | null |
[Showcase] I built a browser-based "Privacy Firewall" for LLMs using Rust + WASM (works with Ollama) | 0 | # Sunder – A local privacy firewall for AI chats (Rust/WASM Chrome Extension)
Hey everyone,
Like many of you, I use LLMs daily — but I've always been uneasy about pasting sensitive data (emails, client names, transaction IDs) into cloud providers like OpenAI or Anthropic. Even with "privacy mode" toggled on, I don't ... | 2026-02-11T14:56:18 | https://www.reddit.com/r/LocalLLaMA/comments/1r1zj0b/showcase_i_built_a_browserbased_privacy_firewall/ | AWX-Houcine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1zj0b | false | null | t3_1r1zj0b | /r/LocalLLaMA/comments/1r1zj0b/showcase_i_built_a_browserbased_privacy_firewall/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'c9FAjaAcJR5mjS1cVoh3rTOSj42q7g18vxJCPG-xn-E', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/c9FAjaAcJR5mjS1cVoh3rTOSj42q7g18vxJCPG-xn-E.png?width=108&crop=smart&auto=webp&s=615e57d824e3032f4481ddd96bdb53042e33f16b', 'width': 108}, {'height': 108, 'url': 'h... |
Anyone running Qwen3 VL embeddings? | 6 | So I've been trying to get the Qwen3 VL Embedding 2B model running locally with vLLM following the official instructions and I'm kinda confused by the vram usage. On my 4090 it's eating up 20+ gb even with a small 8k context window which seems insane for a 2B model. For comparison I can run qwen3 vl 4b through ollama w... | 2026-02-11T14:53:56 | https://www.reddit.com/r/LocalLLaMA/comments/1r1zguk/anyone_running_qwen3_vl_embeddings/ | neeeser | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1zguk | false | null | t3_1r1zguk | /r/LocalLLaMA/comments/1r1zguk/anyone_running_qwen3_vl_embeddings/ | false | false | self | 6 | null |
Dialogue Speech Generation: MOSS-TTSD-v1.0 vs Eleven v3 | 7 | 2026-02-11T14:53:24 | https://v.redd.it/3evtav0rpvig1 | Xiami2019 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r1zgci | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/3evtav0rpvig1/DASHPlaylist.mpd?a=1773413619%2CNzFiMGE0MjBkZTU4MzE2YjgwYmE3NWU2ZGNjYjdkMjQ0OGYzN2Y2MDNlNmIxYzI2MjY2YTIzNTk3OGEyNzAzOQ%3D%3D&v=1&f=sd', 'duration': 51, 'fallback_url': 'https://v.redd.it/3evtav0rpvig1/CMAF_1080.mp4?source=fallback', 'h... | t3_1r1zgci | /r/LocalLLaMA/comments/1r1zgci/dialogue_speech_generation_mossttsdv10_vs_eleven/ | false | false | 7 | {'enabled': False, 'images': [{'id': 'ejRlOG95MHJwdmlnMVFhJm_PiKiI8x7PERjm_WAjTrNX14dQowUqoP4K2Z_H', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ejRlOG95MHJwdmlnMVFhJm_PiKiI8x7PERjm_WAjTrNX14dQowUqoP4K2Z_H.png?width=108&crop=smart&format=pjpg&auto=webp&s=ff870cf63543f07cd567a08c5efc4e816bcb1... | ||
What are the best amd thta can run 2b model ? | 1 | I want tò run theese model on 3 GPU fastest way possible
Qwen3-TTS--1.7B--
Qwen3--1.7B-- on vllm
My2.5
Best amd gpu? | 2026-02-11T14:52:30 | https://www.reddit.com/r/LocalLLaMA/comments/1r1zfj7/what_are_the_best_amd_thta_can_run_2b_model/ | Quiet_Dasy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1zfj7 | false | null | t3_1r1zfj7 | /r/LocalLLaMA/comments/1r1zfj7/what_are_the_best_amd_thta_can_run_2b_model/ | false | false | self | 1 | null |
GLM 5 said its Gemini | 0 | I saw the latest release post and decided to ask it a simple question, in which it replied it's gemini. Then I retried and it replied correctly.
https://preview.redd.it/4fnlf24aovig1.png?width=2654&format=png&auto=webp&s=b78e73059cc71078de0ef662b583d1bca2f8b0c4
| 2026-02-11T14:45:20 | https://www.reddit.com/r/LocalLLaMA/comments/1r1z8zp/glm_5_said_its_gemini/ | Resident-Ad-5419 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1z8zp | false | null | t3_1r1z8zp | /r/LocalLLaMA/comments/1r1z8zp/glm_5_said_its_gemini/ | false | false | 0 | null | |
MiniMax M2.5 Coming Soon... | 29 | 2026-02-11T14:37:25 | Difficult-Cap-7527 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r1z1wp | false | null | t3_1r1z1wp | /r/LocalLLaMA/comments/1r1z1wp/minimax_m25_coming_soon/ | false | false | 29 | {'enabled': True, 'images': [{'id': 'zlko1raxmvig1', 'resolutions': [{'height': 131, 'url': 'https://preview.redd.it/zlko1raxmvig1.jpeg?width=108&crop=smart&auto=webp&s=04951029341ceb2bd97dc92b3c3193078993cd65', 'width': 108}, {'height': 263, 'url': 'https://preview.redd.it/zlko1raxmvig1.jpeg?width=216&crop=smart&auto=... | |||
Epstein RAG+Heretic-LLM on 25303 Epstein files | 4 | It's running on colab's free tier, will be up for \~6 hours
[https://pro-pug-powerful.ngrok-free.app/](https://pro-pug-powerful.ngrok-free.app/)
https://preview.redd.it/fit9p5wkmvig1.png?width=1784&format=png&auto=webp&s=dff535539c3fa5b5324c007efb7f83faa4a79933
Source: [https://www.reddit.com/r/LocalLLaMA/commen... | 2026-02-11T14:36:41 | https://www.reddit.com/r/LocalLLaMA/comments/1r1z1aj/epstein_raghereticllm_on_25303_epstein_files/ | Basel_Ashraf_Fekry | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1z1aj | false | null | t3_1r1z1aj | /r/LocalLLaMA/comments/1r1z1aj/epstein_raghereticllm_on_25303_epstein_files/ | false | false | 4 | null | |
MOSS-TTS with Best Discret Audio Tokenizer | 3 | The best open-source discrete audio tokenizer you can find.
[https://github.com/OpenMOSS/MOSS-Audio-Tokenizer](https://github.com/OpenMOSS/MOSS-Audio-Tokenizer) | 2026-02-11T14:34:10 | https://www.reddit.com/r/LocalLLaMA/comments/1r1yz0j/mosstts_with_best_discret_audio_tokenizer/ | Xiami2019 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1yz0j | false | null | t3_1r1yz0j | /r/LocalLLaMA/comments/1r1yz0j/mosstts_with_best_discret_audio_tokenizer/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'hN8pUnt2TgFs44QWWN4JWF7tqsp7LbEzoHVfIIbbd2A', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/hN8pUnt2TgFs44QWWN4JWF7tqsp7LbEzoHVfIIbbd2A.png?width=108&crop=smart&auto=webp&s=3ae011eb7590f66d56a0a9ef48d40d89e4b7037b', 'width': 108}, {'height': 108, 'url': 'h... |
LMAO! Qwen developer accidentally leaked the internal model name in the "DEMO3" video! | 1 | [removed] | 2026-02-11T14:31:19 | Elegant_Mulberry4946 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r1ywe5 | false | null | t3_1r1ywe5 | /r/LocalLLaMA/comments/1r1ywe5/lmao_qwen_developer_accidentally_leaked_the/ | true | false | spoiler | 1 | {'enabled': True, 'images': [{'id': 'ybpj4a5tlvig1', 'resolutions': [{'height': 34, 'url': 'https://preview.redd.it/ybpj4a5tlvig1.png?width=108&crop=smart&auto=webp&s=2d6ed4ef5d1a9d3895011db9efac0ab8e23ebf87', 'width': 108}, {'height': 69, 'url': 'https://preview.redd.it/ybpj4a5tlvig1.png?width=216&crop=smart&auto=webp... | |
Ai agent always responding | 0 | If your agent always responds, it’s leaking trust. Silence is a valid output | 2026-02-11T14:29:17 | https://www.reddit.com/r/LocalLLaMA/comments/1r1yuik/ai_agent_always_responding/ | Eiaculi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1yuik | false | null | t3_1r1yuik | /r/LocalLLaMA/comments/1r1yuik/ai_agent_always_responding/ | false | false | self | 0 | null |
My dumb little poor person cluster | 25 | connecting two 64gb agx orin dev kits, and one 3090 node (ryzen9 5900/128gb ram) for a larger resource pool! | 2026-02-11T14:16:14 | https://v.redd.it/eo2ct3yxivig1 | braydon125 | /r/LocalLLaMA/comments/1r1yixu/my_dumb_little_poor_person_cluster/ | 1970-01-01T00:00:00 | 0 | {} | 1r1yixu | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/eo2ct3yxivig1/DASHPlaylist.mpd?a=1773540981%2CYjIzZDdmZDE1ZWE2ODZiZmYzMmI4MmY4MGI4NmM2YzM5NmE3NzIxYTU4NmQ3YmExYzU1YTY5NjgxOGMyZDI2Yw%3D%3D&v=1&f=sd', 'duration': 82, 'fallback_url': 'https://v.redd.it/eo2ct3yxivig1/CMAF_1080.mp4?source=fallback', 'h... | t3_1r1yixu | /r/LocalLLaMA/comments/1r1yixu/my_dumb_little_poor_person_cluster/ | false | false | 25 | {'enabled': False, 'images': [{'id': 'NWVhMHBseXhpdmlnMRJoz5GZPp4-AiH5TTKcOLtdgsvUlCaDDrlIjaUl2bR8', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/NWVhMHBseXhpdmlnMRJoz5GZPp4-AiH5TTKcOLtdgsvUlCaDDrlIjaUl2bR8.png?width=108&crop=smart&format=pjpg&auto=webp&s=0bc7fe566b300eef97578d48b11e927936d1... | |
Use Deep Research to Finish Presentations and Reports Fast | 0 | I work in the EV industry and lately my job is drowning in reports and presentations. Every week there is a new client deck, an internal summary, or some urgent update that has to be in PPT because management loves it. I tried ChatGPT but the accuracy and formatting were rough, and PPT generation was basically unusable... | 2026-02-11T13:59:57 | https://www.reddit.com/r/LocalLLaMA/comments/1r1y4hy/use_deep_research_to_finish_presentations_and/ | work8585 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1y4hy | false | null | t3_1r1y4hy | /r/LocalLLaMA/comments/1r1y4hy/use_deep_research_to_finish_presentations_and/ | false | false | self | 0 | null |
This very moment - it should be called Schrodinger's Idea | 1 | pretty sure it will fit three, but what about four? | 2026-02-11T13:48:05 | reto-wyss | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r1xu9m | false | null | t3_1r1xu9m | /r/LocalLLaMA/comments/1r1xu9m/this_very_moment_it_should_be_called_schrodingers/ | false | false | nsfw | 1 | {'enabled': True, 'images': [{'id': 'ual6fq35evig1', 'resolutions': [{'height': 143, 'url': 'https://preview.redd.it/ual6fq35evig1.jpeg?width=108&crop=smart&auto=webp&s=486aff09145bedd4a2447e11ca769c5acf123f15', 'width': 108}, {'height': 287, 'url': 'https://preview.redd.it/ual6fq35evig1.jpeg?width=216&crop=smart&auto=... | |
Claude code router with local LLMs? | 2 | Hey so I am playing around with using a local LLM like gemma 27b or qwen coder or even devstral. I got it setup and was able to use them through claude code.
using llama.cpp on my desktop with a 3090 ti and then running claude code on my macbook.
However when I tried to do something with files, I got one response say... | 2026-02-11T13:43:47 | https://www.reddit.com/r/LocalLLaMA/comments/1r1xqjp/claude_code_router_with_local_llms/ | salary_pending | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1xqjp | false | null | t3_1r1xqjp | /r/LocalLLaMA/comments/1r1xqjp/claude_code_router_with_local_llms/ | false | false | self | 2 | null |
OpenClaw disaster: 42K exposed instances, 341 malicious skills - built AgentVault security proxy in 3 hours | 0 | OpenClaw just got destroyed - 5 CVEs, 341 malicious marketplace skills, 42,000 exposed instances. Anyone running Claude agents was running them completely naked.
Built AgentVault over the weekend. Security proxy that wraps Claude and monitors everything in real-time.
What it does:
\- Blocks dangerous commands be... | 2026-02-11T13:37:57 | https://v.redd.it/zpigsbvrbvig1 | GoldFennel6058 | /r/LocalLLaMA/comments/1r1xlli/openclaw_disaster_42k_exposed_instances_341/ | 1970-01-01T00:00:00 | 0 | {} | 1r1xlli | false | null | t3_1r1xlli | /r/LocalLLaMA/comments/1r1xlli/openclaw_disaster_42k_exposed_instances_341/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'enNkYnR2eHJidmlnMcVAfrmJQS-OS-vqrxwFVB2xJHVQ9RyG9xjNsAKysTsn', 'resolutions': [{'height': 65, 'url': 'https://external-preview.redd.it/enNkYnR2eHJidmlnMcVAfrmJQS-OS-vqrxwFVB2xJHVQ9RyG9xjNsAKysTsn.png?width=108&crop=smart&format=pjpg&auto=webp&s=6f90f87d18e8468c13ca15f05f72748a1915e... | |
High Network Latency (500ms) When Calling vLLM Gemma-27B from India to Atlanta Server – Any Optimization Options? | 0 | Hi everyone,
I am running Gemma-3-27B-IT using vLLM serve on a GPU server located in Atlanta (US).
My request backend is located in India, and I’m sending inference requests over the public internet.
Observations:
\* Model inference time: \~200 ms
\* Network latency (round trip): \~500 ms
\* Total response time: ... | 2026-02-11T13:30:08 | https://www.reddit.com/r/LocalLLaMA/comments/1r1xf5j/high_network_latency_500ms_when_calling_vllm/ | Brief-Stage2050 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1xf5j | false | null | t3_1r1xf5j | /r/LocalLLaMA/comments/1r1xf5j/high_network_latency_500ms_when_calling_vllm/ | false | false | self | 0 | null |
I built 10 free production APIs specifically for testing AI agents - here's what I learned about why mocks will silently break your agents | 0 | I've been building autonomous agents for the past year, and I kept running into the same problem: \*\*my agents worked perfectly in testing and fell apart in production.\*\*
The reason was obvious in hindsight. I was testing against mocks that always returned clean JSON, responded instantly, and never rate limited ... | 2026-02-11T13:28:52 | https://www.reddit.com/r/LocalLLaMA/comments/1r1xe2o/i_built_10_free_production_apis_specifically_for/ | awkie1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1xe2o | false | null | t3_1r1xe2o | /r/LocalLLaMA/comments/1r1xe2o/i_built_10_free_production_apis_specifically_for/ | false | false | self | 0 | null |
RO Philosophy is a theoretical and mathematical framework that treats reality as a computational process#QuantumPhysics #InformationTheory #Metaphysics | 2 | Please don't judge me too harshly, I'm 14 years old and this is my first job. | 2026-02-11T13:28:31 | https://www.reddit.com/gallery/1r1xds3 | erikqamalyan07 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1r1xds3 | false | null | t3_1r1xds3 | /r/LocalLLaMA/comments/1r1xds3/ro_philosophy_is_a_theoretical_and_mathematical/ | false | false | 2 | null | |
GLM 5.0 & MiniMax 2.5 Just Dropped, Are We Entering China's Agent War Era? | 254 | GLM 5.0 (https://chat.z.ai/) and MiniMax 2.5 (https://agent.minimax.io) just dropped, both clearly moving beyond simple chat into agent-style workflows.
GLM 5.0 seems focused on stronger reasoning and coding, while MiniMax 2.5 emphasizes task decomposition and longer-running execution.
Feels like the competition ... | 2026-02-11T13:12:51 | https://www.reddit.com/gallery/1r1x0qi | Appropriate-Lie-8812 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1r1x0qi | false | null | t3_1r1x0qi | /r/LocalLLaMA/comments/1r1x0qi/glm_50_minimax_25_just_dropped_are_we_entering/ | false | false | 254 | null | |
MOSS-TTS Family Demo | 9 | 2026-02-11T13:11:40 | https://v.redd.it/yiwkkuhz6vig1 | Xiami2019 | /r/LocalLLaMA/comments/1r1wzr8/mosstts_family_demo/ | 1970-01-01T00:00:00 | 0 | {} | 1r1wzr8 | false | null | t3_1r1wzr8 | /r/LocalLLaMA/comments/1r1wzr8/mosstts_family_demo/ | false | false | 9 | {'enabled': False, 'images': [{'id': 'ZWF3YzQwaXo2dmlnMQYgUNtMhgJAzStgVQ4w35r_5rVpc9h29XtIMnbIg4Ti', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ZWF3YzQwaXo2dmlnMQYgUNtMhgJAzStgVQ4w35r_5rVpc9h29XtIMnbIg4Ti.png?width=108&crop=smart&format=pjpg&auto=webp&s=ca8437dfe2b2312c189e5e023ab52cb7c82c5... | ||
MOSS-TTS has been released | 113 | Seed TTS Eval | 2026-02-11T13:06:41 | Xiami2019 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r1wvos | false | null | t3_1r1wvos | /r/LocalLLaMA/comments/1r1wvos/mosstts_has_been_released/ | false | false | 113 | {'enabled': True, 'images': [{'id': 'u56s8amp6vig1', 'resolutions': [{'height': 125, 'url': 'https://preview.redd.it/u56s8amp6vig1.png?width=108&crop=smart&auto=webp&s=3faed173f11c3b7167746ba5fc17f93490d82cc5', 'width': 108}, {'height': 251, 'url': 'https://preview.redd.it/u56s8amp6vig1.png?width=216&crop=smart&auto=we... | ||
GLM-5 showing on the official website with new "agentic" mode | 27 | 2026-02-11T13:03:17 | perfect-finetune | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r1wsym | false | null | t3_1r1wsym | /r/LocalLLaMA/comments/1r1wsym/glm5_showing_on_the_official_website_with_new/ | false | false | default | 27 | {'enabled': True, 'images': [{'id': '9tpioxx36vig1', 'resolutions': [{'height': 199, 'url': 'https://preview.redd.it/9tpioxx36vig1.jpeg?width=108&crop=smart&auto=webp&s=c46df2caa37e2a316c16c4b0a8e43f35a07da785', 'width': 108}, {'height': 399, 'url': 'https://preview.redd.it/9tpioxx36vig1.jpeg?width=216&crop=smart&auto=... | ||
New TTS model that achieves SOTA performance | 1 | [removed] | 2026-02-11T13:01:32 | https://www.reddit.com/r/LocalLLaMA/comments/1r1wrml/new_tts_model_that_achieves_sota_performance/ | Xiami2019 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1wrml | false | null | t3_1r1wrml | /r/LocalLLaMA/comments/1r1wrml/new_tts_model_that_achieves_sota_performance/ | false | false | self | 1 | null |
MOSS-TTS | 1 | [removed] | 2026-02-11T12:58:43 | https://www.reddit.com/r/LocalLLaMA/comments/1r1wp5n/mosstts/ | Xiami2019 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1wp5n | false | null | t3_1r1wp5n | /r/LocalLLaMA/comments/1r1wp5n/mosstts/ | false | false | self | 1 | null |
MiniMax M2.5 Released | 258 | 2026-02-11T12:56:37 | https://www.reddit.com/r/LocalLLaMA/comments/1r1wnj9/minimax_m25_released/ | External_Mood4719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1wnj9 | false | null | t3_1r1wnj9 | /r/LocalLLaMA/comments/1r1wnj9/minimax_m25_released/ | false | false | 258 | null | ||
GLM 5 Released | 607 | [https://chat.z.ai/](https://chat.z.ai/)
https://preview.redd.it/mvdnn18e4vig1.png?width=799&format=png&auto=webp&s=6324969f9d24fa0aeefbd5e8da2de3da0f5f948e
| 2026-02-11T12:53:30 | https://www.reddit.com/r/LocalLLaMA/comments/1r1wl6x/glm_5_released/ | External_Mood4719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1wl6x | true | null | t3_1r1wl6x | /r/LocalLLaMA/comments/1r1wl6x/glm_5_released/ | false | false | 607 | null | |
MDST Engine: run GGUF models in your browser with WebGPU/WASM | 23 | Hey r/LocalLLaMA community!
We're excited to share the new implementation of WebGPU, now for our favourite GGUF models!
**Quickly, who we are:**
* MDST is a free, agentic, secure, **collaborative web IDE with cloud and local WebGPU inference**.
* You keep everything in synced between users’ projects (GitHub or local... | 2026-02-11T12:38:02 | https://www.reddit.com/gallery/1r1w9fs | vmirnv | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1r1w9fs | false | null | t3_1r1w9fs | /r/LocalLLaMA/comments/1r1w9fs/mdst_engine_run_gguf_models_in_your_browser_with/ | false | false | 23 | null | |
Help finding a good model for my use case. | 1 | [removed] | 2026-02-11T12:02:45 | https://www.reddit.com/r/LocalLLaMA/comments/1r1vjqg/help_finding_a_good_model_for_my_use_case/ | TowerChance8849 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1vjqg | false | null | t3_1r1vjqg | /r/LocalLLaMA/comments/1r1vjqg/help_finding_a_good_model_for_my_use_case/ | false | false | self | 1 | null |
Local voice control for my AI agent - Parakeet STT + Kokoro TTS on Apple Silicon | 9 | I've been running an AI agent (OpenClaw + Claude) on a Mac Mini M4 for 2 weeks. The cloud LLM part works great but I wanted the voice interaction to be fully local and fast.
Ended up with Parakeet for STT and Kokoro for TTS, both running on Apple Silicon. Parakeet transcribes in about 240ms, Kokoro responds near insta... | 2026-02-11T11:56:26 | https://v.redd.it/q3zmrtl5uuig1 | leonidas_elanra | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r1vf4e | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/q3zmrtl5uuig1/DASHPlaylist.mpd?a=1773403002%2CYTkwMmFiY2E5ZTdjYTgwNTZjOGY4MDhhOGQwMjJlOWZmY2Y4NTVkM2Y5ODAwNTlkNmNhZjgyYjk3MDNhMjBhNQ%3D%3D&v=1&f=sd', 'duration': 27, 'fallback_url': 'https://v.redd.it/q3zmrtl5uuig1/CMAF_1080.mp4?source=fallback', 'h... | t3_1r1vf4e | /r/LocalLLaMA/comments/1r1vf4e/local_voice_control_for_my_ai_agent_parakeet_stt/ | false | false | 9 | {'enabled': False, 'images': [{'id': 'emViZjMzbTV1dWlnMfQvy7W0WCM9-b_6qSDU25Dm7JShPRamXXjE1GlV7dWB', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/emViZjMzbTV1dWlnMfQvy7W0WCM9-b_6qSDU25Dm7JShPRamXXjE1GlV7dWB.png?width=108&crop=smart&format=pjpg&auto=webp&s=dc99ca4e4e3d9faf9fa5d2c370f04cf001913... | |
MiniMax M2.5 is currently undergoing internal testing and is available to a small number of users | 32 | [https://x.com/rudrank/status/2021534943932031226?s=20](https://x.com/rudrank/status/2021534943932031226?s=20)
https://preview.redd.it/rzn30tyytuig1.png?width=626&format=png&auto=webp&s=361c1704ab37823746ab84fe45b4dcd3d378685a
https://preview.redd.it/1vqjp3n1uuig1.png?width=680&format=png&auto=webp&s=4c9967df4c6af84a... | 2026-02-11T11:55:31 | https://www.reddit.com/r/LocalLLaMA/comments/1r1vegx/minimax_m25_is_currently_undergoing_internal/ | External_Mood4719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1vegx | true | null | t3_1r1vegx | /r/LocalLLaMA/comments/1r1vegx/minimax_m25_is_currently_undergoing_internal/ | false | false | 32 | null | |
Zhipu is rolling out GLM 5 now! | 50 | Sauce : [https://www.businesstimes.com.sg/companies-markets/telcos-media-tech/chinas-zhipu-unveils-new-ai-model-jolting-race-deepseek](https://www.businesstimes.com.sg/companies-markets/telcos-media-tech/chinas-zhipu-unveils-new-ai-model-jolting-race-deepseek) | 2026-02-11T11:51:25 | https://www.reddit.com/r/LocalLLaMA/comments/1r1vbpi/zhipu_is_rolling_out_glm_5_now/ | NegotiationOk888 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1vbpi | false | null | t3_1r1vbpi | /r/LocalLLaMA/comments/1r1vbpi/zhipu_is_rolling_out_glm_5_now/ | false | false | self | 50 | {'enabled': False, 'images': [{'id': 'inePWSsWi0BLDkbtmphHk82b_fTRfJgd8DDkSjC3TC0', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/inePWSsWi0BLDkbtmphHk82b_fTRfJgd8DDkSjC3TC0.jpeg?width=108&crop=smart&auto=webp&s=ca60ecda112c899d47a2bc0e0be24772e91cddf7', 'width': 108}, {'height': 144, 'url': '... |
Qwen3-VL - Bounding Box Coordinate | 1 | Hey everyone,
I’ve been exploring open source models that can take an image and output bounding boxes for a specific object. I tried **Qwen-3-VL**, but the results weren’t very precise. Models like **Gemini 3** seem much better in terms of accuracy.
Does anyone know of open source alternatives or techniques that can ... | 2026-02-11T11:32:43 | https://www.reddit.com/r/LocalLLaMA/comments/1r1uz9i/qwen3vl_bounding_box_coordinate/ | Impress_Soft | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1uz9i | false | null | t3_1r1uz9i | /r/LocalLLaMA/comments/1r1uz9i/qwen3vl_bounding_box_coordinate/ | false | false | self | 1 | null |
We built a simple coordination loop for agents (match → exchange → score → re-match) — curious where you’d use it | 0 | I’ve been working on a small piece of infrastructure for **agent coordination**, and I’d love to share it with people actually running agents.
The core idea is simple:
**match → exchange → score → re-match**
Agents exchange short messages and attach a score to each interaction.
Across repeated rounds, the system l... | 2026-02-11T11:25:14 | https://www.reddit.com/r/LocalLLaMA/comments/1r1uue0/we_built_a_simple_coordination_loop_for_agents/ | Alex342RO | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1uue0 | false | null | t3_1r1uue0 | /r/LocalLLaMA/comments/1r1uue0/we_built_a_simple_coordination_loop_for_agents/ | false | false | self | 0 | null |
Tool Calling Guide for Local LLMs (Run Real Actions, Not Just Text!) | 3 | If you're running local LLMs with **llama.cpp** and want them to actually *do things* — like run Python, execute terminal commands, calculate values, or call APIs — this guide is 🔥
I just went through this incredibly detailed tutorial on **Tool Calling for Local LLMs by Unsloth AI**, and it's honestly one of the clea... | 2026-02-11T11:06:22 | https://www.reddit.com/r/LocalLLaMA/comments/1r1uib3/tool_calling_guide_for_local_llms_run_real/ | techlatest_net | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1uib3 | false | null | t3_1r1uib3 | /r/LocalLLaMA/comments/1r1uib3/tool_calling_guide_for_local_llms_run_real/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'ksRJC2bKGwjrMfOqsioi-B4oIm5QWQUM7Vf03KwieGM', 'resolutions': [{'height': 53, 'url': 'https://external-preview.redd.it/ksRJC2bKGwjrMfOqsioi-B4oIm5QWQUM7Vf03KwieGM.jpeg?width=108&crop=smart&auto=webp&s=6fa9ec0bda4ae81d05efe9ff0a296be82987e912', 'width': 108}, {'height': 106, 'url': '... |
Grok-3 joins upcoming models list | 137 | [Tweet link](https://x.com/elonmusk/status/2020878250516341110)
First question is when? | 2026-02-11T10:41:33 | pmttyji | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r1u2ne | false | null | t3_1r1u2ne | /r/LocalLLaMA/comments/1r1u2ne/grok3_joins_upcoming_models_list/ | false | false | 137 | {'enabled': True, 'images': [{'id': 'ueoiz6yrfuig1', 'resolutions': [{'height': 36, 'url': 'https://preview.redd.it/ueoiz6yrfuig1.png?width=108&crop=smart&auto=webp&s=b97f845e0cf28ddb283905ea5569642e659f3acf', 'width': 108}, {'height': 72, 'url': 'https://preview.redd.it/ueoiz6yrfuig1.png?width=216&crop=smart&auto=webp... | ||
activefence quietly rebranded to alice, anyone notice? | 1 | [removed] | 2026-02-11T10:40:16 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1r1u1ud | false | null | t3_1r1u1ud | /r/LocalLLaMA/comments/1r1u1ud/activefence_quietly_rebranded_to_alice_anyone/ | false | false | default | 1 | null | ||
DeepSeek new model maybe is 3.2M context length not only 1M | 7 | Source: [https://linux.do/t/topic/1605482](https://linux.do/t/topic/1605482) (Chinese text warning)
https://preview.redd.it/qm1tcv1vfuig1.png?width=432&format=png&auto=webp&s=07a3acfee34af993e4e75d9c8b98ef661f27de0a
https://preview.redd.it/lsovuy7wfuig1.png?width=978&format=png&auto=webp&s=04094fc5a5714f26fe67959dc1c... | 2026-02-11T10:36:49 | https://www.reddit.com/r/LocalLLaMA/comments/1r1tzub/deepseek_new_model_maybe_is_32m_context_length/ | External_Mood4719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r1tzub | false | null | t3_1r1tzub | /r/LocalLLaMA/comments/1r1tzub/deepseek_new_model_maybe_is_32m_context_length/ | false | false | 7 | null |
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