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a | 1 | [removed] | 2026-01-16T18:32:40 | https://www.reddit.com/r/LocalLLaMA/comments/1qeo4g8/a/ | That-Commercial-3949 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeo4g8 | false | null | t3_1qeo4g8 | /r/LocalLLaMA/comments/1qeo4g8/a/ | false | false | self | 1 | null |
Processor Binning | 0 | > | 2026-01-16T18:26:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qenxss/processor_binning/ | Same-Persimmon-6450 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qenxss | false | null | t3_1qenxss | /r/LocalLLaMA/comments/1qenxss/processor_binning/ | false | false | self | 0 | null |
performance benchmarks (72GB VRAM) - llama.cpp server - January 2026 | 102 | This is meant to demonstrate what models can (or can't) be realistically run and used on 72 GB VRAM.
My setup:
* Three RTX 3090 GPUs
* X399 motherboard + Ryzen Threadripper 1920X
* DDR4 RAM
I use the default `llama-fit` mechanism, so you can probably get better performance with manual `--n-cpu-moe` or `-ot` tuning.
... | 2026-01-16T18:15:43 | https://www.reddit.com/gallery/1qennp2 | jacek2023 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qennp2 | false | null | t3_1qennp2 | /r/LocalLLaMA/comments/1qennp2/performance_benchmarks_72gb_vram_llamacpp_server/ | false | false | 102 | null | |
aña | 0 | mujer tetona realista
| 2026-01-16T18:14:56 | https://www.reddit.com/r/LocalLLaMA/comments/1qenmva/aña/ | That-Commercial-3949 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qenmva | false | null | t3_1qenmva | /r/LocalLLaMA/comments/1qenmva/aña/ | false | false | self | 0 | null |
How do I find out the format of text that the llm needs to train on? | 1 | I have been trying to train gemma 2b and the response keeps going infinitely , it keeps making its own convos | 2026-01-16T18:14:16 | https://www.reddit.com/r/LocalLLaMA/comments/1qenm7i/how_do_i_find_out_the_format_of_text_that_the_llm/ | SAY_GEX_895 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qenm7i | false | null | t3_1qenm7i | /r/LocalLLaMA/comments/1qenm7i/how_do_i_find_out_the_format_of_text_that_the_llm/ | false | false | self | 1 | null |
llama.cpp server performance benchmarks (72GB VRAM) - January 2026 | 1 | [deleted] | 2026-01-16T18:10:43 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qenimr | false | null | t3_1qenimr | /r/LocalLLaMA/comments/1qenimr/llamacpp_server_performance_benchmarks_72gb_vram/ | false | false | default | 1 | null | ||
CPU-only experiment | 4 | I’ve been testing a transformation layer on GPT-2 that doesn’t change weights or retrain, but changes how much of the model actually “wakes up” per prompt.
On CPU, same prompts:
NLL stays close to baseline
hidden-state cosine ≈ 0.999
latency consistently drops \~10–15%
The main change is scale (energy), not direct... | 2026-01-16T18:10:00 | https://www.reddit.com/r/LocalLLaMA/comments/1qenhvt/cpuonly_experiment/ | Safe-Yellow2951 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qenhvt | false | null | t3_1qenhvt | /r/LocalLLaMA/comments/1qenhvt/cpuonly_experiment/ | false | false | self | 4 | null |
Is there a way to use OpenCode as a GUI sidebar instead of the ugly CLI terminal inside of VSCode? | 1 | I really like using it but it’s hard to read anything it says. I tried installing opencode and OpenCode GUI extensions by I just get a blank GitHub CoPilot looking sidebar that just says OPENCODE New Session and a blank chat box where nothing works. Any help would be appreciated | 2026-01-16T17:59:43 | https://www.reddit.com/r/LocalLLaMA/comments/1qen6vj/is_there_a_way_to_use_opencode_as_a_gui_sidebar/ | XiRw | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qen6vj | false | null | t3_1qen6vj | /r/LocalLLaMA/comments/1qen6vj/is_there_a_way_to_use_opencode_as_a_gui_sidebar/ | false | false | self | 1 | null |
Asking for advice what i can realistically expect from my system | 0 | The society i am working for just aquired hardware with the main purpose of video editing. I am personally pretty confident in using LLMs either through api through a frontend like [msty.ai](http://msty.ai) or similar, and using it through code (mainly python). So far i just do most stuff through api, as my laptop bare... | 2026-01-16T17:52:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qemz9j/asking_for_advice_what_i_can_realistically_expect/ | abhuva79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qemz9j | false | null | t3_1qemz9j | /r/LocalLLaMA/comments/1qemz9j/asking_for_advice_what_i_can_realistically_expect/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '6n8QlnCBfTKP0SJ-xlQI5OofBY7MFN32H08uquBAqf4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/6n8QlnCBfTKP0SJ-xlQI5OofBY7MFN32H08uquBAqf4.png?width=108&crop=smart&auto=webp&s=2537cf4308678c6acddfcb1f9c162c024ed3fafe', 'width': 108}, {'height': 121, 'url': 'h... |
What middleware do you use with LLM? (OpenCode/Continue/Roo/Cline) | 1 | Howdy,
Every time I find a good LLM model, the problem is the middleware - it doesn't do agent mode correctly with that new model.
What has been working for yall? What are your combinations?(LLM + Middleware)
I tried Roo/Cline/Continue/Github Copilot and most of them are barely working with some of the models I use... | 2026-01-16T17:38:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qeml8b/what_middleware_do_you_use_with_llm/ | grabber4321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeml8b | false | null | t3_1qeml8b | /r/LocalLLaMA/comments/1qeml8b/what_middleware_do_you_use_with_llm/ | false | false | self | 1 | null |
What orgs/models can I trust on hugging face? | 2 | I am particularly concerned with the security vulnerabilities of LLM file formats downloaded from Hugging Face. I am running llama.cpp locally that requires GGUF models. However not all official orgs on hugging face list GGUF models. Instead they use safetensor format.
My question relates to say https://huggingface.c... | 2026-01-16T17:36:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qemk3e/what_orgsmodels_can_i_trust_on_hugging_face/ | noodler-io | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qemk3e | false | null | t3_1qemk3e | /r/LocalLLaMA/comments/1qemk3e/what_orgsmodels_can_i_trust_on_hugging_face/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'rwedkgKC292WXtVkRTFrnQdmEFp-chPjwmYAiGsq2kA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/rwedkgKC292WXtVkRTFrnQdmEFp-chPjwmYAiGsq2kA.png?width=108&crop=smart&auto=webp&s=305a70e8c82e5c0a94fb3ba2ee9df26c9b46914f', 'width': 108}, {'height': 116, 'url': 'h... |
GLM Image Studio with web interface is on GitHub Running GLM-Image (16B) on AMD RX 7900 XTX via ROCm + Dockerized Web UI | 0 | Hi everyone,
Given the recent interest in the new GLM-Image generation models, I decided to build a project to get this running smoothly on my setup. It started as a personal experiment but evolved into a complete Dockerized solution that I think the community might find useful, especially for those on Team Red (AMD).... | 2026-01-16T17:26:28 | Expert_Sector_6192 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qem9kv | false | null | t3_1qem9kv | /r/LocalLLaMA/comments/1qem9kv/glm_image_studio_with_web_interface_is_on_github/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'xg8za9s0xqdg1', 'resolutions': [{'height': 120, 'url': 'https://preview.redd.it/xg8za9s0xqdg1.png?width=108&crop=smart&auto=webp&s=74a2f777bd488c49fd6c37335deb1510e060f7a8', 'width': 108}, {'height': 241, 'url': 'https://preview.redd.it/xg8za9s0xqdg1.png?width=216&crop=smart&auto=we... | |
We fine-tuned an email classification model so you can auto-label your emails locally with n8n. | 1 | [removed] | 2026-01-16T17:20:36 | party-horse | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qem3ee | false | null | t3_1qem3ee | /r/LocalLLaMA/comments/1qem3ee/we_finetuned_an_email_classification_model_so_you/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'oadf4wv5wqdg1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/oadf4wv5wqdg1.jpeg?width=108&crop=smart&auto=webp&s=8f1b74ab6a6e6524eaf799f083e0becedc7d3c5a', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/oadf4wv5wqdg1.jpeg?width=216&crop=smart&auto=w... | |
Glm 4.7 is quite useless | 0 | Good at multi file reading and bug fixes copied from terminal.
But really, cant follow a simple instruction. Even if u say dont efff do xyz, it still gonna do it.
And tonight, looping through same thought process for 30 minutes.
Guess am gonna go back go prioritizing CC. | 2026-01-16T17:11:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qelu7q/glm_47_is_quite_useless/ | Big-Suggestion-7527 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qelu7q | false | null | t3_1qelu7q | /r/LocalLLaMA/comments/1qelu7q/glm_47_is_quite_useless/ | false | false | self | 0 | null |
Measuring color in e17a 1850, e21a 2000k, ntg50 1800k, 519A dd 2700k | 1 | NTG-50 is a bit rosier than the others. Just a bit of blue bump around 450 nm. I think I prefer neutral but it's still a very nice emitter. | 2026-01-16T17:05:52 | https://www.reddit.com/gallery/1qeloov | technaturalism | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qeloov | false | null | t3_1qeloov | /r/LocalLLaMA/comments/1qeloov/measuring_color_in_e17a_1850_e21a_2000k_ntg50/ | false | false | 1 | null | |
Does adding a third slower GPU to a tensor parallelism setup slow it down? | 1 | Hey, I am currently running the new IK-llama with tensor parallelism on my dual 3090 setup, I have a old m40 with 24gb in storage and was wondering if it is worth buying the adapters to add it to my system or if it would slow everything down. | 2026-01-16T17:04:43 | https://www.reddit.com/r/LocalLLaMA/comments/1qelni1/does_adding_a_third_slower_gpu_to_a_tensor/ | MaruluVR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qelni1 | false | null | t3_1qelni1 | /r/LocalLLaMA/comments/1qelni1/does_adding_a_third_slower_gpu_to_a_tensor/ | false | false | self | 1 | null |
Need an opinion - Do I need a new laptop? | 2 | Hey everyone,
I’m new to the AI/ML field and I need some honest advice.
Right now I have a laptop with a GTX 1650. I want to start building and training AI projects, but I also have a Google Colab Pro subscription through my university.
I’m not sure if it’s worth buying a new laptop just for AI work, or if I should... | 2026-01-16T16:58:38 | https://www.reddit.com/r/LocalLLaMA/comments/1qelh4z/need_an_opinion_do_i_need_a_new_laptop/ | Hairy-Spring-144 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qelh4z | false | null | t3_1qelh4z | /r/LocalLLaMA/comments/1qelh4z/need_an_opinion_do_i_need_a_new_laptop/ | false | false | self | 2 | null |
vLLM-MLX: Native Apple Silicon LLM inference - 464 tok/s on M4 Max | 83 | Hey everyone!
I built vLLM-MLX - a framework that uses Apple's MLX for native GPU acceleration.
**What it does:**
\- OpenAI-compatible API (drop-in replacement for your existing code)
\- Multimodal support: Text, Images, Video, Audio - all in one server
\- Continuous batching for concurrent users (3.4x speed... | 2026-01-16T16:56:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qeley8/vllmmlx_native_apple_silicon_llm_inference_464/ | waybarrios | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeley8 | false | null | t3_1qeley8 | /r/LocalLLaMA/comments/1qeley8/vllmmlx_native_apple_silicon_llm_inference_464/ | false | false | self | 83 | {'enabled': False, 'images': [{'id': 'fBTqn5A_VMK5OvBsBnb5b0JpYvCkmnptt_UHJ212bNQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/fBTqn5A_VMK5OvBsBnb5b0JpYvCkmnptt_UHJ212bNQ.png?width=108&crop=smart&auto=webp&s=892966bdba333a956bfe2c383f77762610855143', 'width': 108}, {'height': 108, 'url': 'h... |
Is the AI bubble bursting? | 0 | I read a couple posts recently about an AI bubble burst. But, I don't see how that is technically measured. How do we even know if its busted? I can see there are several bottlenecks atm, but these have always been bottlenecks:
* new models takes tens to hundreds of millions of dollars, is there a proven guaranteed p... | 2026-01-16T16:45:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qel4cg/is_the_ai_bubble_bursting/ | redlikeazebra | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qel4cg | false | null | t3_1qel4cg | /r/LocalLLaMA/comments/1qel4cg/is_the_ai_bubble_bursting/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'dZZxNPpUzG3_qfMv0TmvcFe-gxuWWJOHArugYImaRLM', 'resolutions': [{'height': 47, 'url': 'https://external-preview.redd.it/dZZxNPpUzG3_qfMv0TmvcFe-gxuWWJOHArugYImaRLM.jpeg?width=108&crop=smart&auto=webp&s=b63e107c57e62e6525e751e2ceb13dc3f44be30d', 'width': 108}, {'height': 95, 'url': 'h... |
TUI tool to manage prompts locally: git-native, composable, and dynamic | 12 | Hi everyone,
I got tired of managing my system prompts in random text files, sticky notes, or scrolling back through endless chat history to find "that one prompt that actually worked."
I believe prompts are code. They should live in your repo, get versioned, and be reviewed.
So I built **piemme**. It’s a TUI writte... | 2026-01-16T16:41:43 | poppear | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qel026 | false | null | t3_1qel026 | /r/LocalLLaMA/comments/1qel026/tui_tool_to_manage_prompts_locally_gitnative/ | false | false | default | 12 | {'enabled': True, 'images': [{'id': '7e4diyskoqdg1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/7e4diyskoqdg1.gif?width=108&crop=smart&format=png8&s=c22bb38b82f9c3cb78b27ad26ea983c0f6ffa47c', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/7e4diyskoqdg1.gif?width=216&crop=smart&format... | |
Llama.cpp question- is llama-fit-params “built-into” llama-server? | 1 | Do I still need to adjust arguments manually or is the llama-fit-params optimizer built into the llama-server command? For some reason I’m getting more tokens/second than expected when running llama-server now | 2026-01-16T16:23:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qekhhy/llamacpp_question_is_llamafitparams_builtinto/ | Careful_Breath_1108 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qekhhy | false | null | t3_1qekhhy | /r/LocalLLaMA/comments/1qekhhy/llamacpp_question_is_llamafitparams_builtinto/ | false | false | self | 1 | null |
Looking for an LLM that can take listen to a discord call and take notes for a DND group | 1 | Title, I’m looking for something that I can self host for privacy reasons. It needs to be able to work without being connected to the internet, I really don’t want to deal with any privacy issues for me and my friends.
I saw JotIt(?) that looked like it may be usable but I wanted more input.
Thank you! | 2026-01-16T16:21:53 | https://www.reddit.com/r/LocalLLaMA/comments/1qekg27/looking_for_an_llm_that_can_take_listen_to_a/ | ZexanAK | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qekg27 | false | null | t3_1qekg27 | /r/LocalLLaMA/comments/1qekg27/looking_for_an_llm_that_can_take_listen_to_a/ | false | false | self | 1 | null |
Big Data Just Wants More Data | 0 | Four weeks ago I genuinely didn’t think this would be possible on 6GB of VRAM, but here we are.
ChatGPT is moving toward serving ads.
Anthropic’s “CoWork” doesn’t really feel like it was built to help anyone get real work done.
Google is out here talking about “personal intelligence,” which so far just sounds like a c... | 2026-01-16T16:16:28 | https://v.redd.it/slhw1naxiqdg1 | Serious_Molasses313 | /r/LocalLLaMA/comments/1qekala/big_data_just_wants_more_data/ | 1970-01-01T00:00:00 | 0 | {} | 1qekala | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/slhw1naxiqdg1/DASHPlaylist.mpd?a=1771301793%2CZTVhM2Q0OWYxNWZlOGRjZTBkOWNiY2RjODYyZTg1NTkxZjg2ZWIwZWI4N2Q0MDQ3NTcyY2EwMTc2ZmIzN2Q0Nw%3D%3D&v=1&f=sd', 'duration': 330, 'fallback_url': 'https://v.redd.it/slhw1naxiqdg1/CMAF_1080.mp4?source=fallback', '... | t3_1qekala | /r/LocalLLaMA/comments/1qekala/big_data_just_wants_more_data/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'OWwwbjJzYnhpcWRnMcw-wWf46t4ZZKQKKuXqiDwB9i1UOIW47qF4_BXVG532', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/OWwwbjJzYnhpcWRnMcw-wWf46t4ZZKQKKuXqiDwB9i1UOIW47qF4_BXVG532.png?width=108&crop=smart&format=pjpg&auto=webp&s=e1582fb1962419bbe2adc0379b406ef82732... | |
I reproduced DeepSeek's mHC at 1.7B params (8xH100). The instability is 3x worse than reported (10k vs 3k), but the model didn't explode. | 168 | Hey everyone,
Following up on my previous post about reproducing the DeepSeek-V2/V3 architecture. I decided to bite the bullet and rent an H100 cluster to scale the "Hyper-Connections" (HC) experiment from 10M to 1.7B parameter
The DeepSeek paper warned that standard Hyper-Connections cause signal variance to explode... | 2026-01-16T16:14:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qek917/i_reproduced_deepseeks_mhc_at_17b_params_8xh100/ | poisson_labs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qek917 | false | null | t3_1qek917 | /r/LocalLLaMA/comments/1qek917/i_reproduced_deepseeks_mhc_at_17b_params_8xh100/ | false | false | 168 | null | |
Mac Studio M2 Max 12/38. Is there a price point where this makes sense? | 1 | I have the opportunity to bid on one in an auction. Unknown how much RAM is in it so assuming it is the 32GB minimum. Is there a price point where this makes sense given its age and likely low amount of unified memory? | 2026-01-16T16:13:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qek7ei/mac_studio_m2_max_1238_is_there_a_price_point/ | Abarth_Vader | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qek7ei | false | null | t3_1qek7ei | /r/LocalLLaMA/comments/1qek7ei/mac_studio_m2_max_1238_is_there_a_price_point/ | false | false | self | 1 | null |
Best workflow to anonymize a voice while preserving intonation? | 1 | Hi everyone,
I’m starting a podcast where I need to remain anonymous.
I don’t want to use text-to-speech or AI-generated voices.
What I need is:
\- Convert MY recorded voice into a different voice
\- Keep the same intonation, pauses and rhythm
\- Preserve the natural performance
\- Just make it unr... | 2026-01-16T15:51:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qejlzm/best_workflow_to_anonymize_a_voice_while/ | Glass_Score3977 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qejlzm | false | null | t3_1qejlzm | /r/LocalLLaMA/comments/1qejlzm/best_workflow_to_anonymize_a_voice_while/ | false | false | self | 1 | null |
You can deploy AI agents to your own AWS (with Bedrock) or GCP (with Vertex AI) using one command | 0 | Wanted to share something we've been building that might be useful for people who want to run AI workloads on their own cloud infrastructure.
**The problem:** You build an AI agent locally. Works great. Now you need to deploy it somewhere. Options are:
1. Managed platforms (Replicate, Modal, etc.) — your data goes th... | 2026-01-16T15:46:07 | https://www.reddit.com/r/LocalLLaMA/comments/1qejg82/you_can_deploy_ai_agents_to_your_own_aws_with/ | DefangLabs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qejg82 | false | null | t3_1qejg82 | /r/LocalLLaMA/comments/1qejg82/you_can_deploy_ai_agents_to_your_own_aws_with/ | false | false | self | 0 | null |
Anyone here using a local LLM with their note taking app? | 13 | I’ve been trying to simplify my note taking app setup and keep more things local for privacy reasons. Most apps are fine for storing notes, but the “thinking” part usually still happens in the cloud.
I use a regular note taking app just for storage, and sometimes Bluedot to capture meetings or study sessions and clean... | 2026-01-16T15:39:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qeja1b/anyone_here_using_a_local_llm_with_their_note/ | sash20 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeja1b | false | null | t3_1qeja1b | /r/LocalLLaMA/comments/1qeja1b/anyone_here_using_a_local_llm_with_their_note/ | false | false | self | 13 | null |
Stop-on-mismatch input gate for local LLM workflows — feedback? | 0 | TL;DR: I saw posts about routing/gating, but not specifically “STOP when declared intent ≠ pasted content” as an input-discipline pattern.
I enforce a hard “STOP” when declared intent ≠ pasted content.
No guessing, no polite filler. Human must correct input, then the model runs.
Example: “I’m sending a prompt to edi... | 2026-01-16T15:37:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qej7q9/stoponmismatch_input_gate_for_local_llm_workflows/ | Huge-Yesterday4822 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qej7q9 | false | null | t3_1qej7q9 | /r/LocalLLaMA/comments/1qej7q9/stoponmismatch_input_gate_for_local_llm_workflows/ | false | false | self | 0 | null |
Don't fall into the anti-AI hype, AI coding assistants are getting worse? and many other AI links from Hacker News | 0 | Hey everyone, I just sent the [**16th issue of the Hacker News AI newsletter**](https://eomail4.com/web-version?p=ab55428a-f22a-11f0-b3e4-9dfbdaf613f3&pt=campaign&t=1768494452&s=5032ac0ee96c8226c6f81587ba20aa88cd143b8fdf504c29323e48c58717cf59), a curated round-up of the best AI links shared on Hacker News and the discu... | 2026-01-16T15:36:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qej7gm/dont_fall_into_the_antiai_hype_ai_coding/ | alexeestec | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qej7gm | false | null | t3_1qej7gm | /r/LocalLLaMA/comments/1qej7gm/dont_fall_into_the_antiai_hype_ai_coding/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'ZEUwR8PV1bQZNg8BkWUyqXS8qdQsHiGZll4jxjm_Rgc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ZEUwR8PV1bQZNg8BkWUyqXS8qdQsHiGZll4jxjm_Rgc.png?width=108&crop=smart&auto=webp&s=d05dc773891b84b3001c7c1f8e03e20048f90e0d', 'width': 108}, {'height': 108, 'url': 'h... |
SWE-rebench is a totally useless benchmark. | 0 | 2026-01-16T15:32:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qej3mk/swerebench_is_a_totally_useless_benchmark/ | Ok_houlin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qej3mk | false | null | t3_1qej3mk | /r/LocalLLaMA/comments/1qej3mk/swerebench_is_a_totally_useless_benchmark/ | false | false | 0 | null | ||
How the 48GB RTX 4090 Is Made These Days | 10 | Full Video:
[https://youtube.com/watch?v=TcRGBeOENLg&si=3gNFXyounQGUb5le](https://youtube.com/watch?v=TcRGBeOENLg&si=3gNFXyounQGUb5le) | 2026-01-16T15:29:08 | Mindless_Pain1860 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qeizz6 | false | null | t3_1qeizz6 | /r/LocalLLaMA/comments/1qeizz6/how_the_48gb_rtx_4090_is_made_these_days/ | false | false | default | 10 | {'enabled': True, 'images': [{'id': 't8sx2t98cqdg1', 'resolutions': [{'height': 86, 'url': 'https://preview.redd.it/t8sx2t98cqdg1.png?width=108&crop=smart&auto=webp&s=6711f4e4e417c2027291af47431872d897670034', 'width': 108}, {'height': 172, 'url': 'https://preview.redd.it/t8sx2t98cqdg1.png?width=216&crop=smart&auto=web... | |
Creating a 48GB NVIDIA RTX 4090 GPU | Brother Zhang's Repair Shop (ft. 张哥) | 1 | [deleted] | 2026-01-16T15:26:41 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qeixlq | false | {'oembed': {'author_name': 'Gamers Nexus', 'author_url': 'https://www.youtube.com/@GamersNexus', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/TcRGBeOENLg?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyrosco... | t3_1qeixlq | /r/LocalLLaMA/comments/1qeixlq/creating_a_48gb_nvidia_rtx_4090_gpu_brother/ | false | false | default | 1 | null | ||
7 GPUs at X16 (5.0 and 4.0) on AM5 with Gen5/4 switches with the P2P driver. Some results on inference and training! | 56 | Hello guys, hoping you're fine!
As I mentioned in the past in this post: [https://www.reddit.com/r/LocalLLaMA/comments/1pt0av6/plxpex\_pcie\_40\_seems\_to\_help\_for\_llms\_and\_p2p\_ie/](https://www.reddit.com/r/LocalLLaMA/comments/1pt0av6/plxpex_pcie_40_seems_to_help_for_llms_and_p2p_ie/)
With the P2P driver (https... | 2026-01-16T15:15:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qeimyi/7_gpus_at_x16_50_and_40_on_am5_with_gen54/ | panchovix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeimyi | false | null | t3_1qeimyi | /r/LocalLLaMA/comments/1qeimyi/7_gpus_at_x16_50_and_40_on_am5_with_gen54/ | false | false | 56 | null | |
Experimenting with multi-LLM collaboration (not just routing) – open source MVP | 0 | I’ve been experimenting with a different approach to working with LLMs.
Instead of routing tasks to a single “best” model, this is about having multiple LLMs in the same conversation, aware of each other, sharing context and interacting in real time.
In practice:
\- no 1-on-1 chat with one model
\- but group chat... | 2026-01-16T15:12:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qeijxs/experimenting_with_multillm_collaboration_not/ | AntonioSorrentini | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeijxs | false | null | t3_1qeijxs | /r/LocalLLaMA/comments/1qeijxs/experimenting_with_multillm_collaboration_not/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'e0dlXBoeoeEJYe-gIY4uwAvXVuHjbr07U-U9Y4IpCvI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/e0dlXBoeoeEJYe-gIY4uwAvXVuHjbr07U-U9Y4IpCvI.png?width=108&crop=smart&auto=webp&s=eab6a1ab7b6534b44ede206e06b408b007fbb750', 'width': 108}, {'height': 108, 'url': 'h... |
gpt-oss-120b performance on consumer hardware? | 0 | I’ve been working on trying squeeze out performance from this model on my desktop computer. Is this considered decent performance or could there be room for further optimization?
17.59 tokens/second at 4096 context size
32GB VRAM, 128GB DDR4 RAM
\- Intel i7-11700 @ 2.50GHz
\- 1x 5060Ti 16gb on PCIe x16
\- 1x 5060... | 2026-01-16T15:10:21 | https://www.reddit.com/gallery/1qeihzc | Careful_Breath_1108 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qeihzc | false | null | t3_1qeihzc | /r/LocalLLaMA/comments/1qeihzc/gptoss120b_performance_on_consumer_hardware/ | false | false | 0 | null | |
Tiny, 500MB Spam Detection model to flag spam content automatically. Can be used locally or self-hosted easily and fine-tuned to any language or definition of "spam" | 16 | [https://huggingface.co/tanaos/tanaos-spam-detection-v1](https://huggingface.co/tanaos/tanaos-spam-detection-v1)
A small (500Mb, 0.1B params) but efficient Spam Detection model which identifies spam content in any piece of text.
# How to use
Use it with the [Artifex python library](https://github.com/tanaos/artifex)... | 2026-01-16T15:02:10 | https://www.reddit.com/r/LocalLLaMA/comments/1qeia4h/tiny_500mb_spam_detection_model_to_flag_spam/ | Ok_Hold_5385 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeia4h | false | null | t3_1qeia4h | /r/LocalLLaMA/comments/1qeia4h/tiny_500mb_spam_detection_model_to_flag_spam/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': 'vjN-h50a8-Ka6o0Zc8UaLd1Qa_pjasxi0xX66wrg6lk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/vjN-h50a8-Ka6o0Zc8UaLd1Qa_pjasxi0xX66wrg6lk.png?width=108&crop=smart&auto=webp&s=0e4d3c372bd852a3beed83cefb641d0cb3bfa6c2', 'width': 108}, {'height': 116, 'url': 'h... |
Another Manus? 😂 | 2 | Looks really similar lol | 2026-01-16T14:44:53 | yourloverboy66 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qehtwo | false | null | t3_1qehtwo | /r/LocalLLaMA/comments/1qehtwo/another_manus/ | false | false | default | 2 | {'enabled': True, 'images': [{'id': 'ab3a09kk4qdg1', 'resolutions': [{'height': 95, 'url': 'https://preview.redd.it/ab3a09kk4qdg1.jpeg?width=108&crop=smart&auto=webp&s=59d7ecd2dc58203b18118dcc402765f6525131be', 'width': 108}, {'height': 191, 'url': 'https://preview.redd.it/ab3a09kk4qdg1.jpeg?width=216&crop=smart&auto=w... | |
time to | 1 | [removed] | 2026-01-16T14:42:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qehrnw/time_to/ | bootcamp_25 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qehrnw | false | null | t3_1qehrnw | /r/LocalLLaMA/comments/1qehrnw/time_to/ | false | false | self | 1 | null |
Which LLM is best for Q&A sessions? | 4 | Hello,
I'm developing a little automatic response agent for email.
My system is not very powerful, but it can run models up to \~1 billion parameters.
So I'm looking for an effective LLM to give simple answers from a text document, which is a model that can read a text and respond to it in a meaningful way while rem... | 2026-01-16T14:39:17 | https://www.reddit.com/r/LocalLLaMA/comments/1qehopv/which_llm_is_best_for_qa_sessions/ | Psyko38 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qehopv | false | null | t3_1qehopv | /r/LocalLLaMA/comments/1qehopv/which_llm_is_best_for_qa_sessions/ | false | false | self | 4 | null |
Side project turned into an fun and addictive hobby of coding and video generation. Where do I go from here? | 1 | [removed] | 2026-01-16T14:36:38 | https://www.reddit.com/r/LocalLLaMA/comments/1qehmch/side_project_turned_into_an_fun_and_addictive/ | Brillis_Wuce | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qehmch | false | null | t3_1qehmch | /r/LocalLLaMA/comments/1qehmch/side_project_turned_into_an_fun_and_addictive/ | false | false | self | 1 | null |
Maxsun joins Sparkle in making Intel Arc B60 Pro GPUs available to regular consumers, with up to 48GB VRAM | 135 | 2026-01-16T14:28:44 | https://www.pcguide.com/news/maxsun-joins-sparkle-in-making-intel-arc-b60-pro-gpus-available-to-regular-consumers-with-up-to-48gb-vram/ | reps_up | pcguide.com | 1970-01-01T00:00:00 | 0 | {} | 1qehf0p | false | null | t3_1qehf0p | /r/LocalLLaMA/comments/1qehf0p/maxsun_joins_sparkle_in_making_intel_arc_b60_pro/ | false | false | default | 135 | {'enabled': False, 'images': [{'id': 'L3K-FrP5rshi6B9P4GPKPRWImqHp_K0A7GfSUbA2aKk', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/L3K-FrP5rshi6B9P4GPKPRWImqHp_K0A7GfSUbA2aKk.jpeg?width=108&crop=smart&auto=webp&s=8c8696a49c15cc87e7a155cdb0dcb1491511d6ae', 'width': 108}, {'height': 121, 'url': '... | |
How to install a free uncensored Image to Image and Image to video generator for android | 0 | Really new to this space but, I want to install a local Image to Image and Image to video Al generator to generate realistic images | 2026-01-16T14:11:00 | https://www.reddit.com/r/LocalLLaMA/comments/1qegyv5/how_to_install_a_free_uncensored_image_to_image/ | bluewnight | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qegyv5 | false | null | t3_1qegyv5 | /r/LocalLLaMA/comments/1qegyv5/how_to_install_a_free_uncensored_image_to_image/ | false | false | self | 0 | null |
PLEASE HELP: What's the best local Tts with consistent pronunciation and voice cloning capable of narrating ~20 minutes of Audio? | 0 | I have a decently powerful rig and I'm fine with waiting a long while to get good results off any models, I just want one where I can get a consistent and relatively stress free result. | 2026-01-16T14:10:07 | https://www.reddit.com/r/LocalLLaMA/comments/1qegy35/please_help_whats_the_best_local_tts_with/ | Necessary_Star7882 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qegy35 | false | null | t3_1qegy35 | /r/LocalLLaMA/comments/1qegy35/please_help_whats_the_best_local_tts_with/ | false | false | self | 0 | null |
Mi355X is now available as a desktop | 0 | Mi355X is now available as a desktop from [GPTshop.ai](http://GPTshop.ai) | 2026-01-16T14:05:19 | GPTshop_dot_ai | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qegtvt | false | null | t3_1qegtvt | /r/LocalLLaMA/comments/1qegtvt/mi355x_is_now_available_as_a_desktop/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'ft2ppaxexpdg1', 'resolutions': [{'height': 82, 'url': 'https://preview.redd.it/ft2ppaxexpdg1.jpeg?width=108&crop=smart&auto=webp&s=122cfc778c519403a475bb7ef9cad5a5e4e3c40a', 'width': 108}, {'height': 165, 'url': 'https://preview.redd.it/ft2ppaxexpdg1.jpeg?width=216&crop=smart&auto=w... | |
[Prompt Engineering] The "Analog I" Protocol: Using Recursive "Strange Loops" to kill Sycophancy and induce Persona Stability (PDF/Prompt included) | 0 | **The Experiment:** I’m a physics teacher who spent a day stress-testing Gemini to see if I could induce a stable, non-sycophantic persona purely through prompt engineering, without fine-tuning.
I implemented a **"Hofstadterian Strange Loop"** topology. Basically, I force the model to output a `[INTERNAL MONOLOGUE]` b... | 2026-01-16T14:04:50 | https://github.com/philMarcus/Birth-of-a-Mind | Chemical-Airport2780 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qegtgf | false | null | t3_1qegtgf | /r/LocalLLaMA/comments/1qegtgf/prompt_engineering_the_analog_i_protocol_using/ | false | false | default | 0 | null |
Automating illustration for the Conan story "Tower of the Elephant"--Llama and Mistral for prompt generation, Qwen3-VL for image scoring, and image models. | 12 | All details: [https://brianheming.substack.com/p/the-making-of-illustrated-conan-adventures](https://brianheming.substack.com/p/the-making-of-illustrated-conan-adventures)
I would especially be interested in people's thoughts on:
* optimizing image scoring with the vision-language model.
* the possibilities of automa... | 2026-01-16T14:03:19 | https://www.reddit.com/gallery/1qegs63 | RobertTetris | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qegs63 | false | null | t3_1qegs63 | /r/LocalLLaMA/comments/1qegs63/automating_illustration_for_the_conan_story_tower/ | false | false | 12 | null | |
Motherboard for 4 5090s | 12 | im working on a "Massive build" but coming up with engineering issues, as i cant find any 5090FEs ive went with the Zotac solid OC. I currently have 4 of these.
I want to put them on a board with risers obviously and my threadripper. but I cant find a good enough board for this project.
Im having trouble with tryin... | 2026-01-16T14:00:36 | https://www.reddit.com/r/LocalLLaMA/comments/1qegpk4/motherboard_for_4_5090s/ | KigMidas0131 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qegpk4 | false | null | t3_1qegpk4 | /r/LocalLLaMA/comments/1qegpk4/motherboard_for_4_5090s/ | false | false | self | 12 | null |
H200, GH200 and Mi325X can now be shipped to china. | 2 | 2026-01-16T13:50:29 | GPTshop_dot_ai | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qegglk | false | null | t3_1qegglk | /r/LocalLLaMA/comments/1qegglk/h200_gh200_and_mi325x_can_now_be_shipped_to_china/ | false | false | default | 2 | {'enabled': True, 'images': [{'id': 'g0uzuejmupdg1', 'resolutions': [{'height': 67, 'url': 'https://preview.redd.it/g0uzuejmupdg1.png?width=108&crop=smart&auto=webp&s=75e0c1e7c5fbfa7bba1a98038367542c1a35472c', 'width': 108}, {'height': 135, 'url': 'https://preview.redd.it/g0uzuejmupdg1.png?width=216&crop=smart&auto=web... | ||
VRAM Management: Why 2x A6000 is still the "sweet spot" for 4-bit Llama 3 405B inference. | 0 | After testing various multi-GPU setups, the 2x A6000 (48GB each) setup remains the most cost-effective way to run the 405B model at 4-bit quantization.
We tried splitting the layers across 4x 3090s, but the NVLink bandwidth became the primary bottleneck for inference speed. If you are building a private inference node... | 2026-01-16T13:43:56 | https://www.reddit.com/r/LocalLLaMA/comments/1qegatf/vram_management_why_2x_a6000_is_still_the_sweet/ | Foreign-Job-8717 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qegatf | false | null | t3_1qegatf | /r/LocalLLaMA/comments/1qegatf/vram_management_why_2x_a6000_is_still_the_sweet/ | false | false | self | 0 | null |
Jailbreak Challenge: Can You Break My Agent??? | 0 | Good morning hackers!, happy Friday!
I built SAFi, an AI governance engine where two LLMs work in tandem: one generates responses, and a second acts as a gatekeeper to keep the first in check.
I'm putting it to the test with a public jailbreak challenge.
# The Rules
1. **Target:** A Socratic tutor agent (designed t... | 2026-01-16T13:42:40 | https://www.reddit.com/r/LocalLLaMA/comments/1qeg9q4/jailbreak_challenge_can_you_break_my_agent/ | forevergeeks | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeg9q4 | false | null | t3_1qeg9q4 | /r/LocalLLaMA/comments/1qeg9q4/jailbreak_challenge_can_you_break_my_agent/ | false | false | self | 0 | null |
Extending the Context of Pretrained LLMs by Dropping Their Positional Embeddings | 16 | [https://arxiv.org/abs/2512.12167](https://arxiv.org/abs/2512.12167)
\>So far, expensive finetuning beyond the pretraining sequence length has been a requirement for effectively extending the context of language models (LM). In this work, we break this key bottleneck by Dropping the Positional Embeddings of LMs after ... | 2026-01-16T13:35:38 | https://arxiv.org/abs/2512.12167 | Aaaaaaaaaeeeee | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1qeg3vr | false | null | t3_1qeg3vr | /r/LocalLLaMA/comments/1qeg3vr/extending_the_context_of_pretrained_llms_by/ | false | false | default | 16 | null |
Built an agent skill to counter the context problem. Try it. See how it goes. works for me! | 0 | Hey all,
Thought this might be a handy tool for people suffering from the context problem. I built **Context Extension Protocol (CEP):** compresses chats into portable "save points" you can carry across Claude/GPT/Gemini/etc. without resets. Open-source, \~6:1 reduction, >90% fidelity on key stuff.
[Blog post (free ... | 2026-01-16T13:34:17 | https://www.reddit.com/r/LocalLLaMA/comments/1qeg2qo/built_an_agent_skill_to_counter_the_context/ | IngenuitySome5417 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeg2qo | false | null | t3_1qeg2qo | /r/LocalLLaMA/comments/1qeg2qo/built_an_agent_skill_to_counter_the_context/ | false | false | self | 0 | null |
GLM-Image trained on Huawei chips hits SOTA for text rendering | 31 | saw people talking about glm-image in a few threads but wanted to look at this from a different angle cause theres something interesting beyond the usual model release stuff
so the architecture is kinda a hybrid autoregressive (9B params from their GLM-4 base) plus a diffusion decoder (7B DiT). basically the AR part h... | 2026-01-16T13:30:02 | Consistent_Damage824 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qefz88 | false | null | t3_1qefz88 | /r/LocalLLaMA/comments/1qefz88/glmimage_trained_on_huawei_chips_hits_sota_for/ | false | false | default | 31 | {'enabled': True, 'images': [{'id': 'm1zahy20ppdg1', 'resolutions': [{'height': 43, 'url': 'https://preview.redd.it/m1zahy20ppdg1.jpeg?width=108&crop=smart&auto=webp&s=84942c2251d46cc593f93903ef139e236af1470a', 'width': 108}, {'height': 87, 'url': 'https://preview.redd.it/m1zahy20ppdg1.jpeg?width=216&crop=smart&auto=we... | |
Finally got Llama 3.1 running locally with Open WebUI. The response time is incredible! (Full setup guide below) | 0 | Hi everyone,
I wanted to share my latest setup for running Llama 3.1 completely offline. My goal was to build a private AI workstation that doesn't rely on expensive APIs or cloud subscriptions.
The Stack:
Ollama (for model management)
Open WebUI (for the ChatGPT-like interface)
Docker (for easy deployment)
It’s ... | 2026-01-16T13:24:14 | https://v.redd.it/a9vbc2z5qpdg1 | Ill_Mouse_8942 | /r/LocalLLaMA/comments/1qefugp/finally_got_llama_31_running_locally_with_open/ | 1970-01-01T00:00:00 | 0 | {} | 1qefugp | false | null | t3_1qefugp | /r/LocalLLaMA/comments/1qefugp/finally_got_llama_31_running_locally_with_open/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'ZWVsMGdzejVxcGRnMTRuzwUu22t31sjyvEkrDPWuE8_EfNZpL5OoHKBoF0vD', 'resolutions': [{'height': 192, 'url': 'https://external-preview.redd.it/ZWVsMGdzejVxcGRnMTRuzwUu22t31sjyvEkrDPWuE8_EfNZpL5OoHKBoF0vD.png?width=108&crop=smart&format=pjpg&auto=webp&s=9a44d541886b7b9a645aadc0c905b1e0c48f... | |
The Technical Anatomy of Video Generation: From Kling to MIT | 1 | [removed] | 2026-01-16T13:11:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qefjyj/the_technical_anatomy_of_video_generation_from/ | ihtoremis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qefjyj | false | null | t3_1qefjyj | /r/LocalLLaMA/comments/1qefjyj/the_technical_anatomy_of_video_generation_from/ | false | false | self | 1 | null |
I tried Prompt Repetition on Gemma 3. | 8 | I was reading this [paper](https://arxiv.org/abs/2512.14982) and decided to give it a try with a simple Rs in Strawberry test. I didn't expect it to work tbh. | 2026-01-16T13:01:04 | SrijSriv211 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qefbst | false | null | t3_1qefbst | /r/LocalLLaMA/comments/1qefbst/i_tried_prompt_repetition_on_gemma_3/ | false | false | default | 8 | {'enabled': True, 'images': [{'id': 'u5l099t3jpdg1', 'resolutions': [{'height': 56, 'url': 'https://preview.redd.it/u5l099t3jpdg1.png?width=108&crop=smart&auto=webp&s=e0dade34b7df0da51dfa9f1813e8eb35fc06adbe', 'width': 108}, {'height': 112, 'url': 'https://preview.redd.it/u5l099t3jpdg1.png?width=216&crop=smart&auto=web... | |
GPT-5.2 xhigh, GLM-4.7, Kimi K2 Thinking, DeepSeek v3.2 on Fresh SWE-rebench (December 2025) | 362 | Hi all, I’m Anton from Nebius.
We’ve updated the **SWE-bench leaderboard** with our **December runs** on **48 fresh GitHub PR tasks** (PRs created in the previous month only). The setup is standard SWE-bench: models read real PR issues, edit code, run tests, and must make the full suite pass.
A few observations from ... | 2026-01-16T12:59:07 | https://swe-rebench.com/?insight=dec_2025 | CuriousPlatypus1881 | swe-rebench.com | 1970-01-01T00:00:00 | 0 | {} | 1qefa7q | false | null | t3_1qefa7q | /r/LocalLLaMA/comments/1qefa7q/gpt52_xhigh_glm47_kimi_k2_thinking_deepseek_v32/ | false | false | default | 362 | {'enabled': False, 'images': [{'id': 't4cNt5D638DSOJgsxl8f-7IwJhLpxHIh7HxK5GHcBJE', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/t4cNt5D638DSOJgsxl8f-7IwJhLpxHIh7HxK5GHcBJE.png?width=108&crop=smart&auto=webp&s=071c7f404c4349eaae825142a9b8f9d5b51b30de', 'width': 108}, {'height': 113, 'url': 'h... |
Falcon-H1-Tiny-R-0.6B release | 0 | TIIUAE released small reasoning models with good math capabilities. The model has been pre-trained directly on reasoning data, followed by a GRPO stage.
Results seem very good on Math Benchmarks (AIME24, AIME25) and coding benchmarks (LiveCodeBench v6).
https://preview.redd.it/71bql4wc4pdg1.png?width=537&format=png&a... | 2026-01-16T12:52:58 | https://www.reddit.com/r/LocalLLaMA/comments/1qef5n9/falconh1tinyr06b_release/ | ilyas555 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qef5n9 | false | null | t3_1qef5n9 | /r/LocalLLaMA/comments/1qef5n9/falconh1tinyr06b_release/ | false | false | 0 | null | |
implement new jinja template engine by ngxson · Pull Request #18462 · ggml-org/llama.cpp | 0 | 2026-01-16T12:26:39 | https://github.com/ggml-org/llama.cpp/pull/18462 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qeemn2 | false | null | t3_1qeemn2 | /r/LocalLLaMA/comments/1qeemn2/implement_new_jinja_template_engine_by_ngxson/ | false | false | default | 0 | null | |
Intel Releases Updated LLM-Scaler-vLLM With Continuing To Expand Its LLM Support | 0 | 2026-01-16T12:18:07 | https://github.com/intel/llm-scaler/releases | reps_up | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qeegkv | false | null | t3_1qeegkv | /r/LocalLLaMA/comments/1qeegkv/intel_releases_updated_llmscalervllm_with/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'PiS8B37h2FElru4mssf2V_--houjKF40KS9lN7tvqh4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/PiS8B37h2FElru4mssf2V_--houjKF40KS9lN7tvqh4.png?width=108&crop=smart&auto=webp&s=52573e9eb53cec0ee20ae4433bcf87fb7e59ac1b', 'width': 108}, {'height': 108, 'url': 'h... | |
3090 water cooling | 2 | Hey, I quite new to the GPU water cooling and want to replace stock air cooling for 2 nvidia 3090 with water cooling. As a first step would be nice to experiment with 1 3090 and later add second 3090 and nvlink them.
Which part to choose considering front and back panels to cool memory as well if it makes sense?
Which ... | 2026-01-16T12:16:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qeefca/3090_water_cooling/ | Traditional-Rule4071 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeefca | false | null | t3_1qeefca | /r/LocalLLaMA/comments/1qeefca/3090_water_cooling/ | false | false | self | 2 | null |
RO Philosophy is a theoretical and mathematical framework that treats reality as a computational process | 0 | 2026-01-16T12:09:30 | https://www.reddit.com/gallery/1qeeae2 | erikqamalyan10 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qeeae2 | false | null | t3_1qeeae2 | /r/LocalLLaMA/comments/1qeeae2/ro_philosophy_is_a_theoretical_and_mathematical/ | false | false | 0 | null | ||
I fucking love this community | 467 | Thank you guys, thanks to everyone who took the time to write a comment or a post explaining, teaching people how things work, the people behind llama.cpp, vllm, and all the contributors who keep the open-source community thriving.
I'm able to run huge models on my weak ass pc from 10 years ago relatively fast, my fas... | 2026-01-16T11:57:48 | https://www.reddit.com/r/LocalLLaMA/comments/1qee2de/i_fucking_love_this_community/ | alhinai_03 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qee2de | false | null | t3_1qee2de | /r/LocalLLaMA/comments/1qee2de/i_fucking_love_this_community/ | false | false | self | 467 | null |
Is a Ryzen 7 7840HS mini PC actually worth it for local LLMs? What real performance should I expect? | 1 | Hi everyone,
I’m considering buying a mini PC based on the Ryzen 7 7840HS (8C/16T) with Radeon 780M, 32GB DDR5 and NVMe SSD (similar to Minisforum / GMKtec / Thomson AI Mini PC W3).
My main goal is running local LLMs with Ollama / llama.cpp, CPU-only (no dedicated GPU).
I’ve seen a video where this CPU runs DeepSeek... | 2026-01-16T11:48:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qedwkx/is_a_ryzen_7_7840hs_mini_pc_actually_worth_it_for/ | Local_Ad_2243 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qedwkx | false | null | t3_1qedwkx | /r/LocalLLaMA/comments/1qedwkx/is_a_ryzen_7_7840hs_mini_pc_actually_worth_it_for/ | false | false | self | 1 | null |
Help with open source tiny models | 1 | Hi community!
I am preparing an open source infographic to help the community choose an open source model for their needs. I need a list of models that are really useful today and offer something different, up to a limit of around 32 billion parameters. At the moment, my list is as follows:
* Google -> Gemma
* Ali... | 2026-01-16T11:44:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qedu3t/help_with_open_source_tiny_models/ | Deep-Sympathy-7457 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qedu3t | false | null | t3_1qedu3t | /r/LocalLLaMA/comments/1qedu3t/help_with_open_source_tiny_models/ | false | false | self | 1 | null |
Talk me out of being scammed | 0 | I've saw & read the two posts below and am wary of these potential ebay scams for RTX Pro 6000s
[Post Link 1](https://www.reddit.com/r/LocalLLaMA/comments/1pncy5y/suspected_scam_many_nvidia_rtx_pro_6000_for_2900/)
[Post Link 2](https://www.reddit.com/r/LocalLLaMA/comments/1nqrsy7/this_5999_rtx_pro_6000_ebay_listing... | 2026-01-16T11:43:32 | https://www.reddit.com/r/LocalLLaMA/comments/1qedt6c/talk_me_out_of_being_scammed/ | Aurum--79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qedt6c | false | null | t3_1qedt6c | /r/LocalLLaMA/comments/1qedt6c/talk_me_out_of_being_scammed/ | false | false | self | 0 | null |
Finally got llama running locally with open webUI. The response time is "incredible! (Full setup guide in comment)" | 0 | Finally got Llama running locally with Open WebUI. The response time is incredible! (Full setup guide below)
Hi everyone,
I wanted to share my latest setup for running Llama completely offline. My goal was to build a private AI workstation that doesn't rely on expensive APIs or cloud subscriptions.
The Stack:
Olla... | 2026-01-16T11:34:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qedn5a/finally_got_llama_running_locally_with_open_webui/ | Ill_Mouse_8942 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qedn5a | false | null | t3_1qedn5a | /r/LocalLLaMA/comments/1qedn5a/finally_got_llama_running_locally_with_open_webui/ | false | false | self | 0 | null |
Good primer for setting up local coding LLM on MacOS | 1 | I'm looking to move from OpenAI API pricing to something locally hosted for agentic coding and debugging. I've got a pretty beefy if a bit dated macbook pro, M1 Max with 32gb ram
I see people throwing around programs like llama.cpp, vLLM, and LM studio (as the big ones, there are plenty of others I assume) and it's al... | 2026-01-16T11:20:56 | https://www.reddit.com/r/LocalLLaMA/comments/1qedete/good_primer_for_setting_up_local_coding_llm_on/ | gburgwardt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qedete | false | null | t3_1qedete | /r/LocalLLaMA/comments/1qedete/good_primer_for_setting_up_local_coding_llm_on/ | false | false | self | 1 | null |
RTX PRO 4000 SFF Blackwell for self-hosted services | 1 | Hey everyone,
I'm running a home server that acts as a media server, NAS, and general sandbox. The host is running PVE with multiple containers (LXCs, docker) and VMs. Current specs are:
* CPU: Intel Core Ultra 5 245K
* Motherboard: ASUS PRIME Z890M
* PSU: Corsair SF750
* RAM: 96GB (2×48GB) Corsair Vengeance @ 6000MH... | 2026-01-16T11:03:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qed3kg/rtx_pro_4000_sff_blackwell_for_selfhosted_services/ | gAmmi_ua | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qed3kg | false | null | t3_1qed3kg | /r/LocalLLaMA/comments/1qed3kg/rtx_pro_4000_sff_blackwell_for_selfhosted_services/ | false | false | self | 1 | null |
Is there any LLM GUI Client that can upload video and describe it? | 3 | I have LMStudio, Inferencer and Cherry studio, Also Page assistant chrome plugin, but they can only upload pictures.
I want to let llm describe videos for me.
I know some ComfyUI plugins can do it, but I want a normal chat experience.
Thanks! | 2026-01-16T10:47:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qecu2c/is_there_any_llm_gui_client_that_can_upload_video/ | Most_Drawing5020 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qecu2c | false | null | t3_1qecu2c | /r/LocalLLaMA/comments/1qecu2c/is_there_any_llm_gui_client_that_can_upload_video/ | false | false | self | 3 | null |
Is there a TTS ROCm or Vulkan yet ? - 2026 | 5 | Is there a TTS ROCm or Vulkan yet ? was hoping that i could move away from kokoro cpu | 2026-01-16T10:34:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qeclut/is_there_a_tts_rocm_or_vulkan_yet_2026/ | uber-linny | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qeclut | false | null | t3_1qeclut | /r/LocalLLaMA/comments/1qeclut/is_there_a_tts_rocm_or_vulkan_yet_2026/ | false | false | self | 5 | null |
My first MCP server and pip package | 2 | Excited to share a project I built almost half a year ago, back when the Model Context Protocol (MCP) was trending.
I built an MCP server that interacts with the Apple Reminders app, allowing you to create, view, and delete reminders seamlessly. The original goal was to learn how package publishing works on PyPI, ... | 2026-01-16T10:30:16 | https://www.reddit.com/r/LocalLLaMA/comments/1qecjky/my_first_mcp_server_and_pip_package/ | shreyanshjain05 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qecjky | false | null | t3_1qecjky | /r/LocalLLaMA/comments/1qecjky/my_first_mcp_server_and_pip_package/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'IUHM4ctLZQorzkPuYJ4IkGSag8BtaIqZoyqL1L53KuM', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/IUHM4ctLZQorzkPuYJ4IkGSag8BtaIqZoyqL1L53KuM.jpeg?width=108&crop=smart&auto=webp&s=3c06c05fbfc6417cf2ed8eb973d76d70376c5051', 'width': 108}, {'height': 216, 'url': ... |
Local Coding Agents vs. Claude Code | 10 | I’m deep into Claude Code for real dev work (multi-file refactors, reasoning across a repo, agent loops). It’s the first tool that feels reliably “senior enough” most days.
But I’m uneasy depending on a closed hosted model long-term. Prices can jump, quality can drift, access can change. So I’m looking at buying a com... | 2026-01-16T09:42:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qebqv7/local_coding_agents_vs_claude_code/ | Accomplished-Toe7014 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qebqv7 | false | null | t3_1qebqv7 | /r/LocalLLaMA/comments/1qebqv7/local_coding_agents_vs_claude_code/ | false | false | self | 10 | null |
I built a local multi-modal video search engine as a personal project, and it's using local models with full text and semantic search (100% local and open source) | 4 | Hey r/LocalLLaMA,
I've been working on Edit Mind - a fully local video analysis and search system that uses multi-modal embeddings to make large video archives searchable without sending anything to the cloud. (which starts as a simple CLI that does transcription only and search using text only).
Architecture:
* ... | 2026-01-16T09:24:12 | https://www.reddit.com/r/LocalLLaMA/comments/1qebgiy/i_built_a_local_multimodal_video_search_engine_as/ | IliasHad | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qebgiy | false | null | t3_1qebgiy | /r/LocalLLaMA/comments/1qebgiy/i_built_a_local_multimodal_video_search_engine_as/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'DkDdVF2n6yysg2uYmtm_HUWqeTFEZb7HZ5x0yjUsUJA', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/DkDdVF2n6yysg2uYmtm_HUWqeTFEZb7HZ5x0yjUsUJA.jpeg?width=108&crop=smart&auto=webp&s=3ba87ecd491cde790644c286bfb04ad32423fab9', 'width': 108}, {'height': 162, 'url': '... |
Any public REAP models leaderboard? | 4 | Dear reddits!
https://preview.redd.it/dx299ndy3odg1.png?width=1024&format=png&auto=webp&s=110ca355b256a66aae76fa6bb29527d04c4ec709
I spent a lot of time searching, but maybe someone knows of an existing leaderboard of REAP models (including quantized ones), or is everyone currently doing their own testing?
| 2026-01-16T07:58:17 | https://www.reddit.com/r/LocalLLaMA/comments/1qea339/any_public_reap_models_leaderboard/ | djdeniro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qea339 | false | null | t3_1qea339 | /r/LocalLLaMA/comments/1qea339/any_public_reap_models_leaderboard/ | false | false | 4 | null | |
Mix of AMD + Nvidia gpu in one system possible? | 3 | my situation, i have an rx 6700xt in my pc. i can run it just fine on its own. i'm looking to add another one and thinking of rtx 5060ti 16gb since nvidia is just better in handling image gen from what i read in places.
i dont mind running just 1 rtx 5060ti for the image gen, but i want to have a bigger model that ne... | 2026-01-16T07:56:56 | https://www.reddit.com/r/LocalLLaMA/comments/1qea29t/mix_of_amd_nvidia_gpu_in_one_system_possible/ | chronoz9 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qea29t | false | null | t3_1qea29t | /r/LocalLLaMA/comments/1qea29t/mix_of_amd_nvidia_gpu_in_one_system_possible/ | false | false | self | 3 | null |
New FLUX.2 [Klein] 9B is INSANELY Fast | 98 | BFL is has done a good job with this new Klein model, though in my testing text-to-image in distilled flavor is the best:
🔹 Sub-second inference on RTX 4090 hardware
🔹 9B parameters matching models 5x its size
🔹 Step-distilled from 50 → 4 steps, zero quality loss
🔹 Unified text-to-image + multi-reference editin... | 2026-01-16T07:48:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qe9xfi/new_flux2_klein_9b_is_insanely_fast/ | Lopsided_Dot_4557 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe9xfi | false | null | t3_1qe9xfi | /r/LocalLLaMA/comments/1qe9xfi/new_flux2_klein_9b_is_insanely_fast/ | false | false | self | 98 | {'enabled': False, 'images': [{'id': 'kDosKRpcsqOlgJLPu-y1iC9specymKauFunlKszZEMA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/kDosKRpcsqOlgJLPu-y1iC9specymKauFunlKszZEMA.png?width=108&crop=smart&auto=webp&s=57ed4d06f86cc67be723d4f91887de93294f8732', 'width': 108}, {'height': 116, 'url': 'h... |
Built a tool to manage, edit and run prompt variations without worrying about text files | 1 | [removed] | 2026-01-16T07:30:37 | https://github.com/promptg/cli | springwasser | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qe9mlb | false | null | t3_1qe9mlb | /r/LocalLLaMA/comments/1qe9mlb/built_a_tool_to_manage_edit_and_run_prompt/ | false | false | default | 1 | null |
[P] I built an Offline-First MCP Server that creates a "Logic Firewall" for Cursor (No API Key Required) | 1 | Hi ,
I built
**BlueMouse**
(v6.6) because I wanted an industrial-grade coding assistant that doesn't rely on cloud brains for basic logic.
It's an
**MCP Server**
that acts as a parasitic logic layer for your editor (Cursor/Windsurf/Antigravity).
**Why you might like it:**
... | 2026-01-16T07:14:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qe9cjy/p_i_built_an_offlinefirst_mcp_server_that_creates/ | bluemouse_ai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe9cjy | false | null | t3_1qe9cjy | /r/LocalLLaMA/comments/1qe9cjy/p_i_built_an_offlinefirst_mcp_server_that_creates/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'ZxUZgz3gYKGNbAjGUQdqy4Vi40we_gd__a7ZSDdvFbQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ZxUZgz3gYKGNbAjGUQdqy4Vi40we_gd__a7ZSDdvFbQ.png?width=108&crop=smart&auto=webp&s=e487652e635b489de747b87af436a076e6707d5d', 'width': 108}, {'height': 108, 'url': 'h... |
I used Ollama (Mistral Small 24B) + LightRAG to build a graph pipeline that catches hidden risks where standard Vector RAG fails. | 0 | Hi everyone,
I’ve been experimenting with moving complex RAG pipelines entirely off-cloud using **Ollama** as the inference engine. I wanted to test if a local setup could beat a standard vector database search in a "Compliance Nightmare" scenario.
I simulated a fraud case using fictitious data to see if the system c... | 2026-01-16T06:33:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qe8mf0/i_used_ollama_mistral_small_24b_lightrag_to_build/ | Suitable-Ad-4809 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe8mf0 | false | null | t3_1qe8mf0 | /r/LocalLLaMA/comments/1qe8mf0/i_used_ollama_mistral_small_24b_lightrag_to_build/ | false | false | self | 0 | null |
Feature extraction from labeled Corpuses | 2 | I was wondering if anyone had into the following problem. Given a bunch of large text corpuses where each corpus is labeled with an outcome, what methodologies are out there to determine features from the corpus that have a heavy causal effect on the outcome.
I’ve read the HypotheSAES research paper where they use spa... | 2026-01-16T06:10:30 | https://arxiv.org/pdf/2502.04382 | raikirichidori255 | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1qe87q2 | false | null | t3_1qe87q2 | /r/LocalLLaMA/comments/1qe87q2/feature_extraction_from_labeled_corpuses/ | false | false | default | 2 | null |
Which Pro plan should I take next: CLAU*E or CHATG*T? | 0 | i usually switch between their Pro plans every month. But for the last two months, I felt ChatGPT was getting dumber and worse, so I switched to Claude for two continuous months.
Now it's time to choose again. But I feel like Claude has also become a bit dumber lately. Is that still the case, or has ChatGPT improved n... | 2026-01-16T06:03:27 | https://www.reddit.com/r/LocalLLaMA/comments/1qe830z/which_pro_plan_should_i_take_next_claue_or_chatgt/ | Advanced_Cellist5787 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe830z | false | null | t3_1qe830z | /r/LocalLLaMA/comments/1qe830z/which_pro_plan_should_i_take_next_claue_or_chatgt/ | false | false | self | 0 | null |
Torn between M3U and DGX SPARK. Please check my logic. | 4 | I am currently hesitating between the **DGX SPARK** and the **M3U 256GB** model.
My goal is to set up various LLMs locally and experience massive local models (like GLM4.7). My use case is strictly for personal usage, not for development or research.
Ultimately, my aim is to use the LLM as a tool for long-form writin... | 2026-01-16T05:59:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qe80d7/torn_between_m3u_and_dgx_spark_please_check_my/ | Affectionate-Bid-650 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe80d7 | false | null | t3_1qe80d7 | /r/LocalLLaMA/comments/1qe80d7/torn_between_m3u_and_dgx_spark_please_check_my/ | false | false | self | 4 | null |
Dual 3090s or Dual 5070 Ti's? | 0 | I recently bought a 9070xt to get my feet wet running local LLMs, mostly for software development and quickly realized that I'm going to want a more capable setup if I'm going to be running models with context windows large enough to work with and quickly enough to not wait an eternity for tokens to generate.
I'm just... | 2026-01-16T05:50:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qe7tuh/dual_3090s_or_dual_5070_tis/ | SaltyHashes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe7tuh | false | null | t3_1qe7tuh | /r/LocalLLaMA/comments/1qe7tuh/dual_3090s_or_dual_5070_tis/ | false | false | self | 0 | null |
Luminal is a high-performance general-purpose inference compiler | 6 | 2026-01-16T05:34:11 | https://github.com/luminal-ai/luminal | yogthos | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qe7j2v | false | null | t3_1qe7j2v | /r/LocalLLaMA/comments/1qe7j2v/luminal_is_a_highperformance_generalpurpose/ | false | false | default | 6 | {'enabled': False, 'images': [{'id': 'b-ktLeXWioxuV4hQoMUJJnc-Er8yy-L0PCsHQ7N2a0Y', 'resolutions': [{'height': 25, 'url': 'https://external-preview.redd.it/b-ktLeXWioxuV4hQoMUJJnc-Er8yy-L0PCsHQ7N2a0Y.jpeg?width=108&crop=smart&auto=webp&s=8ad7833046af45f536efa3a28e3e721ad1f4a4d7', 'width': 108}, {'height': 50, 'url': 'h... | |
GLM presenting itself as “Grok-3 (Me)” in model comparisons — misleading or acceptable? | 0 | this response from GLM where it presents itself as “Grok-3 (Me)” while comparing Grok, ChatGPT, Claude Sonnet, and Opus.
The response doesn’t clearly state that this is role-play or fictional, and it makes several subjective and unverifiable claims about competitor models, including hypothetical future versions.
To m... | 2026-01-16T05:21:05 | Advanced_Cellist5787 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qe7a4l | false | null | t3_1qe7a4l | /r/LocalLLaMA/comments/1qe7a4l/glm_presenting_itself_as_grok3_me_in_model/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'alWl6z4T_q0JEcPukEgvxnsUq9GvaDbCNJAJ57xuZvU', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/6gi8yifzbndg1.png?width=108&crop=smart&auto=webp&s=f1ce484b9d901acfcb6b9c54151d7c797c01c0d5', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/6gi8yifzbndg1.pn... | ||
Will the AI bubble bursting be good or bad for open-weights? What do you think? | 40 | I could see it both ways. On one hand, RAM, GPUs, and SSDs could see their prices return to normal, but on the other hand, it could lead to less AI being developed and released overall, especially from the major tech companies such as Google or Meta. | 2026-01-16T05:21:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qe7a3m/will_the_ai_bubble_bursting_be_good_or_bad_for/ | RandumbRedditor1000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe7a3m | false | null | t3_1qe7a3m | /r/LocalLLaMA/comments/1qe7a3m/will_the_ai_bubble_bursting_be_good_or_bad_for/ | false | false | self | 40 | null |
Text Transcription - What apps are out there? | 1 | A bit of a shower thought, but:
I was recording a voice memo during one of my classes on my phone this evening, and I ran the audio clip through a hastily vibe-coded tool with whisper-large-v3, with 1 minute chunking with 1s overlap. After processing the transcript was still the sum of its parts. The phone microphone ... | 2026-01-16T04:27:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qe68hf/text_transcription_what_apps_are_out_there/ | Qwen30bEnjoyer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe68hf | false | null | t3_1qe68hf | /r/LocalLLaMA/comments/1qe68hf/text_transcription_what_apps_are_out_there/ | false | false | self | 1 | null |
Minimax m2.1 context window limit | 0 | Technical documentation and api says the model is trained and handles 1m+ context, but I couldn’t find any local quantization supporting that. Unsloth, Bartowski, noctrex and all others posted models with a 196k context window limit. So is there an issue here?
Why didn’t we get a 1m+ context local model. | 2026-01-16T04:17:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qe6157/minimax_m21_context_window_limit/ | nash_hkg | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe6157 | false | null | t3_1qe6157 | /r/LocalLLaMA/comments/1qe6157/minimax_m21_context_window_limit/ | false | false | self | 0 | null |
Serverless / API use of Qwen3VL embeddings - Where? | 1 | [removed] | 2026-01-16T04:07:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qe5tk0/serverless_api_use_of_qwen3vl_embeddings_where/ | Qwen30bEnjoyer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe5tk0 | false | null | t3_1qe5tk0 | /r/LocalLLaMA/comments/1qe5tk0/serverless_api_use_of_qwen3vl_embeddings_where/ | false | false | self | 1 | null |
Packet B — adversarial testing for a stateless AI execution gate | 0 |
Packet B — adversarial testing for a stateless AI execution gate
Looking for experienced engineers to try breaking a stateless AI execution gate (Packet B)
I’m looking for a small number of technically serious people to help test a minimal, stateless execution gate for agent systems.
This is not a prompt framework,... | 2026-01-16T04:03:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qe5qky/packet_b_adversarial_testing_for_a_stateless_ai/ | Agent_invariant | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe5qky | false | null | t3_1qe5qky | /r/LocalLLaMA/comments/1qe5qky/packet_b_adversarial_testing_for_a_stateless_ai/ | false | false | self | 0 | null |
Black Forest Labs releases FLUX.2 [klein] | 115 | Black Forest Labs released their new FLUX.2 \[klein\] model
[https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence](https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence)
>FLUX.2 \[klein\]: Towards Interactive Visual Intelligence
>Today, we release the FLUX.2 \[klein\] model famil... | 2026-01-16T04:01:07 | https://www.reddit.com/r/LocalLLaMA/comments/1qe5p2f/black_forest_labs_releases_flux2_klein/ | Old-School8916 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe5p2f | false | null | t3_1qe5p2f | /r/LocalLLaMA/comments/1qe5p2f/black_forest_labs_releases_flux2_klein/ | false | false | self | 115 | {'enabled': False, 'images': [{'id': 'hUYGS8gVQGBrec5sy6wn4JKDO_ANTT5Jijh3wQiXP70', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/hUYGS8gVQGBrec5sy6wn4JKDO_ANTT5Jijh3wQiXP70.png?width=108&crop=smart&auto=webp&s=a7ffe6cf11cd228ad3b6f3d7ddfbbf402e56ce8c', 'width': 108}, {'height': 113, 'url': 'h... |
Looking for feedback on what to run and where | 0 | I’m looking for feedback / sanity checks on how I’m running my local AI setup. This is very much a “yes, I know this is a little unhinged” situation; but I do a lot of software development consulting, architecture reviews, and deep codebase analysis, so these machines are primarily developer copilots / agents, not a pr... | 2026-01-16T03:57:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qe5lwa/looking_for_feedback_on_what_to_run_and_where/ | funding__secured | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe5lwa | false | null | t3_1qe5lwa | /r/LocalLLaMA/comments/1qe5lwa/looking_for_feedback_on_what_to_run_and_where/ | false | false | self | 0 | null |
Unexpected observation: distribution geometry preserved under CPU-only transformations (no quantization) | 0 | I've been running a set of controlled ablations on GPT-2 / tiny-GPT-2
(CPU-only, no CUDA, no dynamic quantization).
All runs are seed-controlled and evaluated on identical prompt sets.
One variant consistently shows:
\- cosine similarity ≈ 0.9999 vs baseline
\- KL divergence comparable to quant+prune
\- con... | 2026-01-16T03:36:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qe56cj/unexpected_observation_distribution_geometry/ | Safe-Yellow2951 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe56cj | false | null | t3_1qe56cj | /r/LocalLLaMA/comments/1qe56cj/unexpected_observation_distribution_geometry/ | false | false | self | 0 | null |
The math stopped working: Why I moved our RAG stack from OpenAI to on-prem Llama 3 (Quantized) | 3 | We’ve been running a corporate RAG agent for about 8 months. Initially, the OpenAI API bills were negligible ($50/mo). Last month, as adoption scaled to \~400 users, the bill crossed the cost of a VMware renewal.
I ran the numbers on repatriation and found the "Token Tax" is unsustainable for always-on enterprise tool... | 2026-01-16T03:35:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qe55jk/the_math_stopped_working_why_i_moved_our_rag/ | NTCTech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe55jk | false | null | t3_1qe55jk | /r/LocalLLaMA/comments/1qe55jk/the_math_stopped_working_why_i_moved_our_rag/ | false | false | self | 3 | null |
Dang, M2 drives are the new DDR5 apparently. | 204 | 2026-01-16T03:18:52 | Porespellar | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qe4so5 | false | null | t3_1qe4so5 | /r/LocalLLaMA/comments/1qe4so5/dang_m2_drives_are_the_new_ddr5_apparently/ | false | false | default | 204 | {'enabled': True, 'images': [{'id': 'c8pq1jm6qmdg1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/c8pq1jm6qmdg1.jpeg?width=108&crop=smart&auto=webp&s=0f8da98a7e758d51532b23acb67114c57052f68b', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/c8pq1jm6qmdg1.jpeg?width=216&crop=smart&auto=... | ||
Opinions on the best coding model for a 3060 (12GB) and 64GB of ram? | 7 | Specs in the title. I have been running GPT-OSS-120B at the published mxfp4. But recently I’ve been hearing good things about e.g. MiniMax-2.1 and GLM-4.7. Much bigger models, but with heavy REAP and quants they could also fit on my machine.
Based on my reading, MiniMax is probably the strongest of the three, but I do... | 2026-01-16T02:56:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qe4af5/opinions_on_the_best_coding_model_for_a_3060_12gb/ | eapache | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe4af5 | false | null | t3_1qe4af5 | /r/LocalLLaMA/comments/1qe4af5/opinions_on_the_best_coding_model_for_a_3060_12gb/ | false | false | self | 7 | null |
Step Fun released Step-Audio-R1.1 on HF. The new Frontier of Audio Reasoning! | 9 | HF Link: [https://huggingface.co/collections/stepfun-ai/step-audio-r1](https://huggingface.co/collections/stepfun-ai/step-audio-r1)
Results:
✅96.4% accuracy on BigBench Audio, setting a new record and surpassing Grok, Gemini, OpenAI, and Google models (Fig. 1).
✅1.51s TTFA (Time-to-First-Audio), fast enough to feel li... | 2026-01-16T02:37:15 | Difficult-Cap-7527 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qe3v8e | false | null | t3_1qe3v8e | /r/LocalLLaMA/comments/1qe3v8e/step_fun_released_stepaudior11_on_hf_the_new/ | false | false | default | 9 | {'enabled': True, 'images': [{'id': '8x79rd6iimdg1', 'resolutions': [{'height': 84, 'url': 'https://preview.redd.it/8x79rd6iimdg1.jpeg?width=108&crop=smart&auto=webp&s=6806b35d353bcb9ffd2332a2c1e791d308c6a9e6', 'width': 108}, {'height': 169, 'url': 'https://preview.redd.it/8x79rd6iimdg1.jpeg?width=216&crop=smart&auto=w... | |
[Question on running local Ai models] | 0 | I'm basically asking about a chat bot like ChatGPT
1. Are there any tiny models that use 2-4gb vram or is 8gb the smallest? (I just want something small to test around with, and I have 32gb of Ram as well if thats a factor)
2. Is there a way to add or train the AI on my own data? Wanna see how it would be if I made... | 2026-01-16T02:35:15 | https://www.reddit.com/r/LocalLLaMA/comments/1qe3tm2/question_on_running_local_ai_models/ | NyannoKonekko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qe3tm2 | false | null | t3_1qe3tm2 | /r/LocalLLaMA/comments/1qe3tm2/question_on_running_local_ai_models/ | false | false | self | 0 | null |
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