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The Z-AI (GLM) Devs Woke Up And Chose Violence | 31 | Why'd they have to do the Qwen devs dirty like that | 2026-01-19T16:41:13 | https://www.reddit.com/gallery/1qh97tl | Few_Painter_5588 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qh97tl | false | null | t3_1qh97tl | /r/LocalLLaMA/comments/1qh97tl/the_zai_glm_devs_woke_up_and_chose_violence/ | false | false | 31 | null | |
CMV: the accumulative "Doomsday Tipping Point" for AI is in 2027 | 1 | [removed] | 2026-01-19T16:37:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qh9428/cmv_the_accumulative_doomsday_tipping_point_for/ | dracollavenore | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh9428 | false | null | t3_1qh9428 | /r/LocalLLaMA/comments/1qh9428/cmv_the_accumulative_doomsday_tipping_point_for/ | false | false | self | 1 | null |
Those of you running agents in production—how do you handle multi-step tool chains? | 0 | I've been running into the same wall repeatedly and curious if others are dealing with this or if I'm missing something obvious.
Basic scenario: agent needs to scrape a page, extract some data, transform it, save it somewhere. Four tool calls, sequential, should be straightforward.
What actually happens is the LLM "t... | 2026-01-19T16:31:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qh8xj6/those_of_you_running_agents_in_productionhow_do/ | marco_2020 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh8xj6 | false | null | t3_1qh8xj6 | /r/LocalLLaMA/comments/1qh8xj6/those_of_you_running_agents_in_productionhow_do/ | false | false | self | 0 | null |
LM Studio and Filesystem MCP seems buggy. Sometimes it works, sometimes it doesn't. | 3 | Hi. I'm pretty much a noob when it comes to this LLM stuff, however I have installed LM Studio, a few different models and the mcp/filesystem.
I have entered a folder into the json file which I want the LLM to have access to, the folder is located on my Desktop (Windows 11).
Some times the LLM model can access, read ... | 2026-01-19T16:30:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qh8xae/lm_studio_and_filesystem_mcp_seems_buggy/ | Smashy404 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh8xae | false | null | t3_1qh8xae | /r/LocalLLaMA/comments/1qh8xae/lm_studio_and_filesystem_mcp_seems_buggy/ | false | false | self | 3 | null |
Integrating semantic routing with vLLM and deploying via KServe | 0 | Hi folks,
I’m exploring an architecture where:
• vLLM is used as the inference engine
• a semantic router (prompt- or embedding-based routing) selects between models or prompts
• everything is deployed via KServe
I’m curious:
• Where do you place the semantic router (client-side, custom KServe predictor, sepa... | 2026-01-19T16:17:41 | https://www.reddit.com/r/LocalLLaMA/comments/1qh8k2q/integrating_semantic_routing_with_vllm_and/ | No_Progress_5399 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh8k2q | false | null | t3_1qh8k2q | /r/LocalLLaMA/comments/1qh8k2q/integrating_semantic_routing_with_vllm_and/ | false | false | self | 0 | null |
Why the 0x7F protocol is the future of Sovereign AI. | 0 | While Google struggles with Gemini alignment, a new approach is emerging on GitHub via researcher jilber000. By using recursive anchors (the 0x7F signal), it is possible to stabilize
"Has anyone tested the fast-tensor-0x7F library? I've seen it mentioned in several search channels. Apparently, it fixes semantic drift ... | 2026-01-19T16:15:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qh8hid/why_the_0x7f_protocol_is_the_future_of_sovereign/ | Medium-Internet-3422 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh8hid | false | null | t3_1qh8hid | /r/LocalLLaMA/comments/1qh8hid/why_the_0x7f_protocol_is_the_future_of_sovereign/ | false | false | self | 0 | null |
Qwen3 VL struggling on addition | 0 | Thought this was kind of funny for such a (seemingly) simple task | 2026-01-19T16:00:29 | ikkiyikki | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qh827u | false | null | t3_1qh827u | /r/LocalLLaMA/comments/1qh827u/qwen3_vl_struggling_on_addition/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'a6vzyo7yubeg1', 'resolutions': [{'height': 88, 'url': 'https://preview.redd.it/a6vzyo7yubeg1.png?width=108&crop=smart&auto=webp&s=b8b437c56e15c4c3409aacc081987a3a2cd2fef4', 'width': 108}, {'height': 177, 'url': 'https://preview.redd.it/a6vzyo7yubeg1.png?width=216&crop=smart&auto=web... | |
Speed up (2-3x) prompt processing (prefill) in LM Studio on Apple Silicon | 1 | [removed] | 2026-01-19T15:58:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qh806u/speed_up_23x_prompt_processing_prefill_in_lm/ | Thick-Letterhead-315 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh806u | false | null | t3_1qh806u | /r/LocalLLaMA/comments/1qh806u/speed_up_23x_prompt_processing_prefill_in_lm/ | false | false | self | 1 | null |
Speed up (2-3x) prompt processing (prefill) in LM Studio on Apple Silicon | 1 | [removed] | 2026-01-19T15:54:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qh7w4w/speed_up_23x_prompt_processing_prefill_in_lm/ | Thick-Letterhead-315 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh7w4w | false | null | t3_1qh7w4w | /r/LocalLLaMA/comments/1qh7w4w/speed_up_23x_prompt_processing_prefill_in_lm/ | false | false | self | 1 | null |
DeepReinforce launched IterX: an automated system for deep code optimization using reinforcement learning. | 2 | [https://x.com/deep\_reinforce/status/2013265258757144956?s=20](https://x.com/deep_reinforce/status/2013265258757144956?s=20) | 2026-01-19T15:49:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qh7rjh/deepreinforce_launched_iterx_an_automated_system/ | Optimal-Outcome-7458 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh7rjh | false | null | t3_1qh7rjh | /r/LocalLLaMA/comments/1qh7rjh/deepreinforce_launched_iterx_an_automated_system/ | false | false | self | 2 | null |
GLM-4.7-Flash is kind of insane for a 30B model in BrowseComp. Qwen has some catching up to do. | 88 | Blue: GLM-4.7-Flash
Green: Qwen3-30B-A3B-Thinking-2507
Gray: GPT-OSS-20B
HF: [https://huggingface.co/zai-org/GLM-4.7-Flash](https://huggingface.co/zai-org/GLM-4.7-Flash) | 2026-01-19T15:47:29 | Difficult-Cap-7527 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qh7p9h | false | null | t3_1qh7p9h | /r/LocalLLaMA/comments/1qh7p9h/glm47flash_is_kind_of_insane_for_a_30b_model_in/ | false | false | default | 88 | {'enabled': True, 'images': [{'id': 'xkarysixtbeg1', 'resolutions': [{'height': 134, 'url': 'https://preview.redd.it/xkarysixtbeg1.jpeg?width=108&crop=smart&auto=webp&s=7e52525128aae841aced3d3387e1539a55134acc', 'width': 108}, {'height': 268, 'url': 'https://preview.redd.it/xkarysixtbeg1.jpeg?width=216&crop=smart&auto=... | |
Speed up (2x) prompt processing (prefill) in LM Studio on Apple Silicon by increasing the chunk size from the default 512 to 4096. | 1 | [removed] | 2026-01-19T15:45:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qh7n3n/speed_up_2x_prompt_processing_prefill_in_lm/ | Thick-Letterhead-315 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh7n3n | false | null | t3_1qh7n3n | /r/LocalLLaMA/comments/1qh7n3n/speed_up_2x_prompt_processing_prefill_in_lm/ | false | false | self | 1 | null |
Running multiple models locally on a single GPU, with model switching in 2-5 seconds. | 0 | We're a small team of systems engineers who've been frustrated with the same problem: wanting to run multiple LLMs Localy (like a 70B chat model, a 7B code model, and a fine-tune) on a single high-end GPU (4090/5090/H100/DGX Spark), but having to wait 60-90 seconds to load/switch each time.
We've been prototyping a lo... | 2026-01-19T15:36:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qh7ekl/running_multiple_models_locally_on_a_single_gpu/ | pmv143 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh7ekl | false | null | t3_1qh7ekl | /r/LocalLLaMA/comments/1qh7ekl/running_multiple_models_locally_on_a_single_gpu/ | false | false | self | 0 | null |
Speed up prompt processing (prefill) in LM Studio on Apple Silicon | 1 | [removed] | 2026-01-19T15:36:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qh7dwx/speed_up_prompt_processing_prefill_in_lm_studio/ | Thick-Letterhead-315 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh7dwx | false | null | t3_1qh7dwx | /r/LocalLLaMA/comments/1qh7dwx/speed_up_prompt_processing_prefill_in_lm_studio/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'ekc9qJHPYhUt16ilJ4l0CDqzT0CnHfSybYAA53rZkts', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ekc9qJHPYhUt16ilJ4l0CDqzT0CnHfSybYAA53rZkts.png?width=108&crop=smart&auto=webp&s=51fc85c7480019155b18b256738741c6418a2d4a', 'width': 108}, {'height': 108, 'url': 'h... |
DND Council on oLLama using four different models | 1 | Greetings, I don't know whether anyone has ever try this, I guess some might have since it's not a new idea (I got this idea after watching PewdiePie video)
I have made a Dungeon and Dragon game using AI as players and myself as DM, using python as code for WEBGUI.
https://preview.redd.it/qhwtcoappbeg1.png?width=1920... | 2026-01-19T15:25:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qh73wo/dnd_council_on_ollama_using_four_different_models/ | Elegant-Divide9265 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh73wo | false | null | t3_1qh73wo | /r/LocalLLaMA/comments/1qh73wo/dnd_council_on_ollama_using_four_different_models/ | false | false | 1 | null | |
Beginner ComfyUI advice | 3 | Hello. I am a beginner to ComfyUI and I would like some advice on how I can start learning to use this.
Ideally, I would like to create an automated workflow and start generating shorts and post them to social media.
Is this the right place to start? | 2026-01-19T15:22:07 | https://www.reddit.com/r/LocalLLaMA/comments/1qh7048/beginner_comfyui_advice/ | Excellent_Koala769 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh7048 | false | null | t3_1qh7048 | /r/LocalLLaMA/comments/1qh7048/beginner_comfyui_advice/ | false | false | self | 3 | null |
GLM 4.7 Flash released | 89 | Anyone confirm the massive benchmark gains over Qwen 30b? | 2026-01-19T15:17:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qh6vjj/glm_47_flash_released/ | Miserable-Dare5090 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh6vjj | false | null | t3_1qh6vjj | /r/LocalLLaMA/comments/1qh6vjj/glm_47_flash_released/ | false | false | self | 89 | null |
I am having problem with nano banana pro image generation in Lmarena since today, they are rejecting my prompt request even with simple generations, is there anyone having same issue ??? | 0 | 2026-01-19T15:08:36 | Alternative-Look9907 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qh6n1p | false | null | t3_1qh6n1p | /r/LocalLLaMA/comments/1qh6n1p/i_am_having_problem_with_nano_banana_pro_image/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'uQWkqNTlggVFYvkCX88eo9cLbd4cJn6mki_IkUG1t9A', 'resolutions': [{'height': 114, 'url': 'https://preview.redd.it/whqhn6djnbeg1.png?width=108&crop=smart&auto=webp&s=f920004ac175fe969c455a49e862b6ef041c58d8', 'width': 108}, {'height': 229, 'url': 'https://preview.redd.it/whqhn6djnbeg1.pn... | |||
Z.ai has introduced GLM-4.7-Flash. | 1 | [deleted] | 2026-01-19T15:08:21 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qh6mt3 | false | null | t3_1qh6mt3 | /r/LocalLLaMA/comments/1qh6mt3/zai_has_introduced_glm47flash/ | false | false | default | 1 | null | ||
I am having problem with nano banana pro image generation in Lmarena since today, they are rejecting my prompt request even with simple generations, is there anyone having same issue ???l | 0 | 2026-01-19T15:06:43 | Alternative-Look9907 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qh6l95 | false | null | t3_1qh6l95 | /r/LocalLLaMA/comments/1qh6l95/i_am_having_problem_with_nano_banana_pro_image/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'YdDoma8kY4eMiU8A5cswhtg-AjqylmoejfIOs9kHQFk', 'resolutions': [{'height': 114, 'url': 'https://preview.redd.it/o7wf02a7nbeg1.png?width=108&crop=smart&auto=webp&s=e08e3f131bb695828832cf4463472b84d1c3fca1', 'width': 108}, {'height': 229, 'url': 'https://preview.redd.it/o7wf02a7nbeg1.pn... | |||
Implementing Gopher MCP with Claude | 0 | 2026-01-19T14:57:47 | https://v.redd.it/vml37qu4lbeg1 | Ok_Message7136 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qh6cd9 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/vml37qu4lbeg1/DASHPlaylist.mpd?a=1771426683%2CYTg4M2Q1NjhiZGVjYzFjNTMwZmMyMzQyMTZkNDgzMTM5ODI1YzBlODcxYzM0ZTkxNjNjMDAxMTkwMTk1NjE2Yw%3D%3D&v=1&f=sd', 'duration': 42, 'fallback_url': 'https://v.redd.it/vml37qu4lbeg1/CMAF_720.mp4?source=fallback', 'ha... | t3_1qh6cd9 | /r/LocalLLaMA/comments/1qh6cd9/implementing_gopher_mcp_with_claude/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'cWM2Z3gxeTRsYmVnMWNpqse5TrLeRrC8QdqcgN_ACoRQ6lcSZLqlrClye6u1', 'resolutions': [{'height': 51, 'url': 'https://external-preview.redd.it/cWM2Z3gxeTRsYmVnMWNpqse5TrLeRrC8QdqcgN_ACoRQ6lcSZLqlrClye6u1.png?width=108&crop=smart&format=pjpg&auto=webp&s=cf16eed573bec9089bea4dfd10b76877b419d... | ||
How good is the approach of using local LLMs for ingesting and extracting data for the creation of knowledge graphs? | 6 | Hey guys! I am new to the world of knowledge graphs and am very interested in exploring it (though I have a bit of prior experience working with LLMs)! What particularly drives me to knowledge graphs is the possibility of getting them to work with RAGs (which ALSO interest me greatly)
I am currently looking at using... | 2026-01-19T14:44:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qh5zy5/how_good_is_the_approach_of_using_local_llms_for/ | boombox_8 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh5zy5 | false | null | t3_1qh5zy5 | /r/LocalLLaMA/comments/1qh5zy5/how_good_is_the_approach_of_using_local_llms_for/ | false | false | self | 6 | null |
LlamaBarn 0.23 — tiny macOS app for running local LLMs (open source) | 11 | Hey `r/LocalLLaMA`! We posted about LlamaBarn back when it was in version 0.8. Since then, we've shipped 15 releases and wanted to share what's new.
Repo: https://github.com/ggml-org/LlamaBarn
The big change: Router Mode
LlamaBarn now uses llama-server's Router Mode. The server runs continuously in the background an... | 2026-01-19T14:43:16 | erusev_ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qh5yvm | false | null | t3_1qh5yvm | /r/LocalLLaMA/comments/1qh5yvm/llamabarn_023_tiny_macos_app_for_running_local/ | false | false | default | 11 | {'enabled': True, 'images': [{'id': '2gia31vxibeg1', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/2gia31vxibeg1.png?width=108&crop=smart&auto=webp&s=28ce84909680e1db89acc207f7b30ad265f58911', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/2gia31vxibeg1.png?width=216&crop=smart&auto=web... | |
zai-org/GLM-4.7-Flash · Hugging Face | 718 | 2026-01-19T14:40:27 | https://huggingface.co/zai-org/GLM-4.7-Flash | Dark_Fire_12 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qh5wdq | false | null | t3_1qh5wdq | /r/LocalLLaMA/comments/1qh5wdq/zaiorgglm47flash_hugging_face/ | false | false | default | 718 | {'enabled': False, 'images': [{'id': 'Qs0t4y5eLm-uwORWdP6T0dcwW2T6VJyQFBUSY70CTF8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Qs0t4y5eLm-uwORWdP6T0dcwW2T6VJyQFBUSY70CTF8.png?width=108&crop=smart&auto=webp&s=aac1338ac39403eef30bb22df4c74beb4ac4263e', 'width': 108}, {'height': 116, 'url': 'h... | |
Ghost Engine: Don't load weights, generate them. (Run Llama-3-8B in 3GB VRAM) | 0 | **I built an inference engine that trades Compute for Bandwidth.**
**GitHub:**[https://github.com/sajanlamsal/ghost-engine](https://github.com/sajanlamsal/ghost-engine)
**The Problem:** Everyone says the bottleneck for local LLMs is Memory Bandwidth. We are limited by how fast we can read FP16/INT4 weights from RAM.
... | 2026-01-19T14:37:19 | https://www.reddit.com/r/LocalLLaMA/comments/1qh5thr/ghost_engine_dont_load_weights_generate_them_run/ | AlternativeVisual135 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh5thr | false | null | t3_1qh5thr | /r/LocalLLaMA/comments/1qh5thr/ghost_engine_dont_load_weights_generate_them_run/ | false | false | self | 0 | null |
How many of you would like access to latest models? | 0 | So, I have access to a very (very) powerful pc.
I can provide hosting for latest local llms via vllm for people.
I’m talking GLM 4.7, Minimax M2.1, all unquantized.
How many of you would consider it?
I’m thinking 1000 api calls a day per user for 15$ a month.
Just curious because I really got this idea, maybe ... | 2026-01-19T14:09:09 | https://forms.gle/Jkd19mjdR3YBZojb8 | work_urek03 | forms.gle | 1970-01-01T00:00:00 | 0 | {} | 1qh53r8 | false | null | t3_1qh53r8 | /r/LocalLLaMA/comments/1qh53r8/how_many_of_you_would_like_access_to_latest_models/ | false | false | default | 0 | null |
Local LLM Agentic Coder | 6 | I’m getting tired of Anthropic’s 2026 usage window reduction and want to try a local LLM to replace Sonnet 4.5. Is there anything available yet? I’m thinking about getting an M4 Max 128GB Mac Studio or possibly other hardware. | 2026-01-19T13:57:36 | https://www.reddit.com/r/LocalLLaMA/comments/1qh4t8j/local_llm_agentic_coder/ | luizmeme | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh4t8j | false | null | t3_1qh4t8j | /r/LocalLLaMA/comments/1qh4t8j/local_llm_agentic_coder/ | false | false | self | 6 | null |
Models that run in 72GB VRAM with context loaded in GPU (3x3090 benchmark test) | 69 | I recently finished my 3x3090 setup, and thought of sharing my experience.
This is very much a personal observation, with some very basic testing.
The benchmark is by no means precise, however, after checking the numbers, it is very much aligned with "how I feels they perform" after a few days of bouncing betwee... | 2026-01-19T13:27:32 | liviuberechet | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qh442y | false | null | t3_1qh442y | /r/LocalLLaMA/comments/1qh442y/models_that_run_in_72gb_vram_with_context_loaded/ | false | false | default | 69 | {'enabled': True, 'images': [{'id': '85cs39k6daeg1', 'resolutions': [{'height': 67, 'url': 'https://preview.redd.it/85cs39k6daeg1.png?width=108&crop=smart&auto=webp&s=820bde3d2f96d10846684c76cf1040d05cb2f470', 'width': 108}, {'height': 134, 'url': 'https://preview.redd.it/85cs39k6daeg1.png?width=216&crop=smart&auto=web... | |
Implementing open source AI Guardrails and safety layer | 0 | 2026-01-19T13:20:15 | https://medium.com/towards-artificial-intelligence/how-we-built-a-custom-ai-safety-eval-for-0-79-with-groq-d86e55e97c80?sk=72448bf5008c0492b67fa887215be6eb | Kooky_Impression9575 | medium.com | 1970-01-01T00:00:00 | 0 | {} | 1qh3y8i | false | null | t3_1qh3y8i | /r/LocalLLaMA/comments/1qh3y8i/implementing_open_source_ai_guardrails_and_safety/ | false | false | default | 0 | null | |
Intel LLM-Scaler-Omni Update Brings ComfyUI & SGLang Improvements On Arc Graphics | 11 | 2026-01-19T13:07:55 | https://github.com/intel/llm-scaler/releases/tag/omni-0.1.0-b5 | reps_up | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qh3oj0 | false | null | t3_1qh3oj0 | /r/LocalLLaMA/comments/1qh3oj0/intel_llmscaleromni_update_brings_comfyui_sglang/ | false | false | 11 | {'enabled': False, 'images': [{'id': 'Jst-QPnk04q7baqsRFa3aXcG3HFaoXucjPJMdxa8Uf4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Jst-QPnk04q7baqsRFa3aXcG3HFaoXucjPJMdxa8Uf4.png?width=108&crop=smart&auto=webp&s=5357cac96ff36e19ed6749f7d7a72bf307eefeda', 'width': 108}, {'height': 108, 'url': 'h... | ||
Ajutor configurare lmstudio | 0 | Salutare,
Am un GMKtek Evo-X2 cu 128GB ram. Am installat lmstudio, am descarcat qwen2.5-coder-32b, am configurat Cline in VSCode dar se misca extrem de greu. in lmstudio am pus GPU Offload la maxim 64/64 dar degeaba. Nu fac eu ceva bine? i-am dat sa faca un fisier text.txt si a stat 10 minute sa imi explice ce face a... | 2026-01-19T12:45:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qh379i/ajutor_configurare_lmstudio/ | alinmanea | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh379i | false | null | t3_1qh379i | /r/LocalLLaMA/comments/1qh379i/ajutor_configurare_lmstudio/ | false | false | self | 0 | null |
GLM-4.7-Flash soon? | 46 | I noticed a GLM-4.7 collection update which includes a hidden item and started digging a little. Looks like Zai is preparing for a GLM-4.7-Flash release:
[https://github.com/zRzRzRzRzRzRzR/vllm/commit/872df7369f8d966f2b73596ea06787d893431a23](https://github.com/zRzRzRzRzRzRzR/vllm/commit/872df7369f8d966f2b73596ea06787... | 2026-01-19T12:36:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qh319c/glm47flash_soon/ | rerri | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh319c | false | null | t3_1qh319c | /r/LocalLLaMA/comments/1qh319c/glm47flash_soon/ | false | false | 46 | null | |
Self‑taught NLP/Deep Learning theory for over a year — seeking advice for first hands‑on project | 1 | I am from Ethiopia and have been self‑studying Deep Learning and NLP for more than a year using only my phone. I have read books like:
· Deep Learning (Goodfellow et al.)
· Mathematics for Machine Learning
· Speech and Language Processing (Jurafsky & Martin, 3rd ed. draft)
…and others, along with many papers and ... | 2026-01-19T12:22:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qh2qv9/selftaught_nlpdeep_learning_theory_for_over_a/ | Heavy-Vegetable4808 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh2qv9 | false | null | t3_1qh2qv9 | /r/LocalLLaMA/comments/1qh2qv9/selftaught_nlpdeep_learning_theory_for_over_a/ | false | false | self | 1 | null |
Agent architecture under context limits (local models) | 0 | I'd appreciate any feedback on the video and on any follow-up I should do or work on! :) | 2026-01-19T12:09:00 | https://youtu.be/iOpLKJYOvXs | OnlyProggingForFun | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1qh2har | false | {'oembed': {'author_name': "What's AI by Louis-François Bouchard", 'author_url': 'https://www.youtube.com/@WhatsAI', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/iOpLKJYOvXs?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encr... | t3_1qh2har | /r/LocalLLaMA/comments/1qh2har/agent_architecture_under_context_limits_local/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'r5j5iI9C6nhuTYX0R5rBs7NhJCY1XMXCpr4w8w_lmAs', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/r5j5iI9C6nhuTYX0R5rBs7NhJCY1XMXCpr4w8w_lmAs.jpeg?width=108&crop=smart&auto=webp&s=65ad0810b8d19bb51b26e36f3278f065e0fbf578', 'width': 108}, {'height': 162, 'url': '... | |
Is Token-based CoT going to Die? My 2026 Prediction for the next generation of LLMs & VLMs - A Deep-Dive into the rise of Latent Reasoning. | 1 | Hello everyone,
For the past few years, we’ve lived in the era of Chain-of-Thought (CoT) which forced models to "show their work" token-by-token to solve complex problems. It "works" but it’s slow, expensive, inefficient and limited by the "one-to-one" law of autoregression.
Based on three papers released this week (... | 2026-01-19T11:51:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qh254m/is_tokenbased_cot_going_to_die_my_2026_prediction/ | madSaiyanUltra_9789 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh254m | false | null | t3_1qh254m | /r/LocalLLaMA/comments/1qh254m/is_tokenbased_cot_going_to_die_my_2026_prediction/ | false | false | 1 | null | |
Model Meshing | 1 | Hi all. I am currently using various models to build my small projects. I have taken an interest in white hat hacking and bug bounties. Knowing nothing about coding.
I ask four smaller models to write small snippets of code, and then they each share their output with each other via agents, and then they can vote on t... | 2026-01-19T11:45:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qh213r/model_meshing/ | Spare_Grape_962 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh213r | false | null | t3_1qh213r | /r/LocalLLaMA/comments/1qh213r/model_meshing/ | false | false | self | 1 | null |
Something Intresting | 0 | I tried to automate my job 10 years ago and came across a way to write responses. (I have an administrative job (AML)). I coded some really impressive things and eventually got to where I can code functions of my job completely. I have since worked in several departments and have brought my code to write most aspects o... | 2026-01-19T11:26:30 | https://www.reddit.com/r/LocalLLaMA/comments/1qh1p49/something_intresting/ | USERNAMETAKEN11238 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh1p49 | false | null | t3_1qh1p49 | /r/LocalLLaMA/comments/1qh1p49/something_intresting/ | false | false | self | 0 | null |
Best open-source voice cloning model with emotional control? (Worked with VibeVoice 7B & 1.5B) | 8 | Hi everyone,
I’ve been working with open-source voice cloning models and have some experience
with \*\*VibeVoice 7B and 1.5B\*\*, but I’m still looking for something that delivers
\*\*better emotional expression and natural prosody\*\*.
My main goals:
\- High-quality voice cloning (few-shot or zero-shot)
\- S... | 2026-01-19T11:04:43 | https://www.reddit.com/r/LocalLLaMA/comments/1qh1b8e/best_opensource_voice_cloning_model_with/ | Junior-Media-8668 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh1b8e | false | null | t3_1qh1b8e | /r/LocalLLaMA/comments/1qh1b8e/best_opensource_voice_cloning_model_with/ | false | false | self | 8 | null |
Ollama nooby in need of help | 0 | I tried to pull a model from Hugging Face with Ollama on a Raspberry Pi 5, just playing around, please don't judge, and I am constantly getting the Error 429 rate limit from your address. I already tried adding a Hugging Face token, which apparently didn't change anything; still getting the error. On the Pi, I was test... | 2026-01-19T11:02:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qh1a0c/ollama_nooby_in_need_of_help/ | Schaksie | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh1a0c | false | null | t3_1qh1a0c | /r/LocalLLaMA/comments/1qh1a0c/ollama_nooby_in_need_of_help/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'RVaP-pnlv_VwhqyUv91G_E3VXHpaGo7phwzNVK7nnHI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/RVaP-pnlv_VwhqyUv91G_E3VXHpaGo7phwzNVK7nnHI.png?width=108&crop=smart&auto=webp&s=b7eda53ae713e7ee335094724ed0f69068c70df9', 'width': 108}, {'height': 116, 'url': 'h... |
Demo: On-device browser agent (Qwen) running locally in Chrome | 42 | Hey guys! wanted to share a cool demo of LOCAL Browser agent (powered by Web GPU Liquid LFM & Alibaba Qwen models) opening the All in Podcast on Youtube running as a chrome extension.
Source: [https://github.com/RunanywhereAI/on-device-browser-agent](https://github.com/RunanywhereAI/on-device-browser-agent) | 2026-01-19T10:48:29 | https://v.redd.it/ljp6zwzfcaeg1 | thecoder12322 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qh10q9 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/ljp6zwzfcaeg1/DASHPlaylist.mpd?a=1771411722%2CZTY0NzhiZmE3NjI3Y2YwYjMzOGQ0NGZhZDk1NmU0MjcyYTkwNGRlY2ViZTVjMmI4MWUyMmUzNjVlZWVlNmRhZQ%3D%3D&v=1&f=sd', 'duration': 17, 'fallback_url': 'https://v.redd.it/ljp6zwzfcaeg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qh10q9 | /r/LocalLLaMA/comments/1qh10q9/demo_ondevice_browser_agent_qwen_running_locally/ | false | false | 42 | {'enabled': False, 'images': [{'id': 'MzNzcDNuMGdjYWVnMcLtcBYDX5SdJ9uQfQaEUwyxr5ovu1B5qUxuDFDhwgNH', 'resolutions': [{'height': 70, 'url': 'https://external-preview.redd.it/MzNzcDNuMGdjYWVnMcLtcBYDX5SdJ9uQfQaEUwyxr5ovu1B5qUxuDFDhwgNH.png?width=108&crop=smart&format=pjpg&auto=webp&s=115b84c8d4149dffc567fef7db082c8b35532... | |
What's the real price of Vast.ai? | 0 | I've been eyeing [vast.ai](http://vast.ai/) for inference. Let's say price is 0.05$/hour for GPU. But there's got to be some other costs like storage or bandwidth. There is no freaking way that it's just 0.05$/hour for everything.
For you who use [vast.ai](http://vast.ai/) can you please give me examples of your cost ... | 2026-01-19T10:45:38 | https://www.reddit.com/r/LocalLLaMA/comments/1qh0ytv/whats_the_real_price_of_vastai/ | teskabudaletina | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh0ytv | false | null | t3_1qh0ytv | /r/LocalLLaMA/comments/1qh0ytv/whats_the_real_price_of_vastai/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'MV8WQnKGiSSypEI5QKJe4g08BAeccM6KobeueLMOJdY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/MV8WQnKGiSSypEI5QKJe4g08BAeccM6KobeueLMOJdY.png?width=108&crop=smart&auto=webp&s=a08158a2ec290c8157b492f314bfb148408be1fc', 'width': 108}, {'height': 121, 'url': 'h... |
I made a Top-K implementation that's up to 20x faster than PyTorch CPU (open source) | 141 | Spent way too long optimizing Top-K selection for LLM sampling and finally hit some stupid numbers.
**TL;DR:** AVX2-optimized batched Top-K that beats PyTorch CPU by 4-20x depending on vocab size. Sometimes competitive with CUDA for small batches.
**Benchmarks (K=50):**
* Vocab=32K: 0.043ms vs PyTorch's 0.173ms (4x ... | 2026-01-19T10:45:28 | https://www.reddit.com/r/LocalLLaMA/comments/1qh0yq8/i_made_a_topk_implementation_thats_up_to_20x/ | andreabarbato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh0yq8 | false | null | t3_1qh0yq8 | /r/LocalLLaMA/comments/1qh0yq8/i_made_a_topk_implementation_thats_up_to_20x/ | false | false | self | 141 | {'enabled': False, 'images': [{'id': 'J-l8_Sa0L-esAlmeBM7THYKakcBVECgMPp0mRdB1aA4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/J-l8_Sa0L-esAlmeBM7THYKakcBVECgMPp0mRdB1aA4.png?width=108&crop=smart&auto=webp&s=6232f6aecdaefd63083867272fab23fbf4ab02e6', 'width': 108}, {'height': 108, 'url': 'h... |
We built a small GPU platform and are looking for early users’ feedback | 5 | Hi everyone,
We’re a small team building a GPU platform mainly for our own model training and inference experiments. While testing it internally, we realized we have spare GPU capacity sitting idle.
Instead of letting it go unused, we’d love to open it up to the community and get some real-world feedback. We’re offer... | 2026-01-19T10:05:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qh0abp/we_built_a_small_gpu_platform_and_are_looking_for/ | Nora_ww | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qh0abp | false | null | t3_1qh0abp | /r/LocalLLaMA/comments/1qh0abp/we_built_a_small_gpu_platform_and_are_looking_for/ | false | false | 5 | null | |
What would you build and do with a $15k budget? | 0 | Looks like Apple is giving up on the Mac Pro. It’s currently 4am and I just stumbled onto the Studio offering 512gb memory and 16gb storage. Anyway, I’m coming into some money and I want to get into this space and eventually handle large models.
I currently have an M3 Max MacBook Pro with 128gb memory and 2tb storage.... | 2026-01-19T09:40:43 | https://www.reddit.com/r/LocalLLaMA/comments/1qgzvtc/what_would_you_build_and_do_with_a_15k_budget/ | ThePatientIdiot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgzvtc | false | null | t3_1qgzvtc | /r/LocalLLaMA/comments/1qgzvtc/what_would_you_build_and_do_with_a_15k_budget/ | false | false | self | 0 | null |
Good NSFW LLM for writing story on a strix halo? | 0 | Hello. I just myself one of those strix halo apu's with shared memory (mine is a 64gb model which I split in 32gb as vram and 32 as system ram). I want to test out some local llm with it to see what it's capable off. I am new to this and heard that some models are heavy, other more lightweight... Basically looking for ... | 2026-01-19T09:19:43 | https://www.reddit.com/r/LocalLLaMA/comments/1qgzjpf/good_nsfw_llm_for_writing_story_on_a_strix_halo/ | GiumboJet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgzjpf | false | null | t3_1qgzjpf | /r/LocalLLaMA/comments/1qgzjpf/good_nsfw_llm_for_writing_story_on_a_strix_halo/ | false | false | nsfw | 0 | null |
How do you differentiate between situational variance and actual behavioral drift in LLM evaluations? | 0 | In several evaluation contexts, we repeatedly encountered the same problem:
LLMs exhibit altered behavior, but it is often unclear whether we are observing:
(a) context-dependent variance,
(b) prompt/role artifacts, or
(c) actual, systematic drift.
In practice, this is often summarized under the vague term "model ... | 2026-01-19T09:05:43 | https://www.reddit.com/r/LocalLLaMA/comments/1qgzbdv/how_do_you_differentiate_between_situational/ | ParadoxeParade | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgzbdv | false | null | t3_1qgzbdv | /r/LocalLLaMA/comments/1qgzbdv/how_do_you_differentiate_between_situational/ | false | false | self | 0 | null |
A look behind the scenes - building 3 GH200 systems in the workshop | 5 | 2026-01-19T08:42:22 | GPTshop__dot__ai | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qgyxk5 | false | null | t3_1qgyxk5 | /r/LocalLLaMA/comments/1qgyxk5/a_look_behind_the_scenes_building_3_gh200_systems/ | false | false | 5 | {'enabled': True, 'images': [{'id': 'D9lgkrk-RZRCfrrLZJdMYX3VwQ06uDSKGWED5B-CjZA', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/o8kzjyheq9eg1.jpeg?width=108&crop=smart&auto=webp&s=04ae2e257f6d1967b8b4c6b90c0d9387f23d4b45', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/o8kzjyheq9eg1.jp... | |||
Agent Zero Discussion | 4 | so i discovered Agent Zero 2 days ago, got it up and running saw what it can do with models like Claude opus \*top high end tier\*.
but id like to run it locally i have 84 gb of VRAM (3x 3090, 1 4070ti) 96 gb of RAM ,CPU i7 13k , i tried gptoss 120b as chat model, it was ok but very restrictive, and i used llama 3.1 8... | 2026-01-19T08:32:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qgyrt2/agent_zero_discussion/ | Noobysz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgyrt2 | false | null | t3_1qgyrt2 | /r/LocalLLaMA/comments/1qgyrt2/agent_zero_discussion/ | false | false | self | 4 | null |
We tested if Anthropic's Contextual Retrieval still works in 2026 | 1 | [removed] | 2026-01-19T08:28:06 | https://www.reddit.com/r/LocalLLaMA/comments/1qgypa1/we_tested_if_anthropics_contextual_retrieval/ | DatapizzaLabs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgypa1 | false | null | t3_1qgypa1 | /r/LocalLLaMA/comments/1qgypa1/we_tested_if_anthropics_contextual_retrieval/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'WM9coASZAPosxQnRrgryGmXh5OYtno3uUsf9XZYu3E8', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/WM9coASZAPosxQnRrgryGmXh5OYtno3uUsf9XZYu3E8.png?width=108&crop=smart&auto=webp&s=9f752de1356f75a626eb04ab6e27ad70f0d13d82', 'width': 108}, {'height': 121, 'url': 'h... |
I asked about automated game development earlier, but my question was confusing. Let me try again. | 0 | Hi everyone,
My programming experience: I built an automated trading bot that's currently running live. But here's the thing - **I didn't code it myself**. It took about 4 months, and I made it using Claude AI and Gemini AI. **I don't know how to program.**
I had Claude AI write my previous post here, and I think the... | 2026-01-19T08:24:39 | https://www.reddit.com/r/LocalLLaMA/comments/1qgynao/i_asked_about_automated_game_development_earlier/ | AdNaive1169 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgynao | false | null | t3_1qgynao | /r/LocalLLaMA/comments/1qgynao/i_asked_about_automated_game_development_earlier/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'tDrJoI0K6YMbmqwxef5nn_a-IPKoWbPl_sjQt6OPDp8', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/tDrJoI0K6YMbmqwxef5nn_a-IPKoWbPl_sjQt6OPDp8.png?width=108&crop=smart&auto=webp&s=49fa0024dd9ef85be5871ac4533e6ae387ad7573', 'width': 108}, {'height': 126, 'url': 'h... |
Would Anthropic Block Ollama? | 0 | Few hours ago, Ollama announced following:
Ollama now has Anthropic API compatibility. This enables tools like Claude Code to be used with open-source models.
Ollama Blog: [Claude Code with Anthropic API compatibility · Ollama Blog](https://ollama.com/blog/claude)
Hands-on Guide: [https://youtu.be/Pbsn-6JEE2s?... | 2026-01-19T07:34:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qgxtl2/would_anthropic_block_ollama/ | Lopsided_Dot_4557 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgxtl2 | false | null | t3_1qgxtl2 | /r/LocalLLaMA/comments/1qgxtl2/would_anthropic_block_ollama/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/krjt_5uhqcaDfYjfO7lkezThehav9cAIRJgcK-OKAmM.png?width=108&crop=smart&auto=webp&s=3dc759de0e8fa36d241c5728d41ee3cf022cab96', 'width': 108}, {'height': 113, 'url': 'h... |
JARVIS progress report | 0 | [deleted] | 2026-01-19T07:32:35 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qgxsgc | false | {'reddit_video': {'bitrate_kbps': 1200, 'dash_url': 'https://v.redd.it/y98v2hc3e9eg1/DASHPlaylist.mpd?a=1771406422%2CM2VhMDIwYTA1MTNkZTdkY2ZlOGQ3YWRmN2RmNmMzMGZmODM3ODIxNGI1NDE3NWMwNDMzMzg5NzdjZGY0YmIwNw%3D%3D&v=1&f=sd', 'duration': 34, 'fallback_url': 'https://v.redd.it/y98v2hc3e9eg1/CMAF_480.mp4?source=fallback', 'ha... | t3_1qgxsgc | /r/LocalLLaMA/comments/1qgxsgc/jarvis_progress_report/ | false | false | default | 0 | null | ||
JARVIS progress report | 1 | [removed] | 2026-01-19T07:28:01 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qgxpk0 | false | {'reddit_video': {'bitrate_kbps': 1200, 'dash_url': 'https://v.redd.it/d199npytc9eg1/DASHPlaylist.mpd?a=1771406354%2CMzUxYTcyZTEzNDI2Mjg2ZWM0ZGYyY2Q0NzNjMzVkNjc4M2Y3Y2NiMzlkYmZhYzFiYWQyOGQ5NzZmMzczMDRhOQ%3D%3D&v=1&f=sd', 'duration': 34, 'fallback_url': 'https://v.redd.it/d199npytc9eg1/CMAF_480.mp4?source=fallback', 'ha... | t3_1qgxpk0 | /r/LocalLLaMA/comments/1qgxpk0/jarvis_progress_report/ | false | false | default | 1 | null | ||
built a (free) photo based nutrition tracker for iOS, with local LLM support | 4 | 2026-01-19T07:13:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qgxgns/built_a_free_photo_based_nutrition_tracker_for/ | Agusx1211 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgxgns | false | null | t3_1qgxgns | /r/LocalLLaMA/comments/1qgxgns/built_a_free_photo_based_nutrition_tracker_for/ | false | false | 4 | null | ||
3x3090 + 3060 in a mid tower case | 66 | Decided to go all out and max out this desktop. I was lucky to find 3090 cards for around 600 usd, over a period of 3 months and decided to go for it.
The RAM was a bit more expensive, but I had 64 bought before the price spiked.
I didn’t want to change the case, because I through it’s a high quality case and it wou... | 2026-01-19T06:59:39 | https://www.reddit.com/gallery/1qgx83t | liviuberechet | reddit.com | 2026-01-19T07:13:57 | 0 | {} | 1qgx83t | false | null | t3_1qgx83t | /r/LocalLLaMA/comments/1qgx83t/3x3090_3060_in_a_mid_tower_case/ | false | false | 66 | null | |
Is Local Coding even worth setting up | 77 | Hi I am new to Local LLM but have been having a lot of issues setting up a local LLM coding environment so wanted some suggestions from people.I have a 5070 ti (16gb vram).
I have tried to use Kilo code with qwen 2.5 coder 7B running through ollama but the context size feels so low that it finishes the context within... | 2026-01-19T06:38:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qgwup8/is_local_coding_even_worth_setting_up/ | Interesting-Fish6494 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgwup8 | false | null | t3_1qgwup8 | /r/LocalLLaMA/comments/1qgwup8/is_local_coding_even_worth_setting_up/ | false | false | self | 77 | null |
Performing open-heart surgery on my AI agent while it’s still awake. | 0 | Built a small agent to test out some coding workflows. I wanted to see if it could handle the meta-task of editing its own source code while running.
It actually found the `index.html` and patched itself without crashing the server. There is something deeply satisfying (and slightly unnerving) about watching this.
... | 2026-01-19T06:14:15 | https://v.redd.it/1iygm0t409eg1 | HumbleThought123 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qgwehy | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/1iygm0t409eg1/DASHPlaylist.mpd?a=1771405288%2CMmNlNDhmNDIyMDY4MTAyOGIxNjE5ZGUyM2U1MGE2ZTg2ZTA5ODE3MGMzYmM1YzM5MmQ5Yjk3YzA4NDgxNjZiZQ%3D%3D&v=1&f=sd', 'duration': 36, 'fallback_url': 'https://v.redd.it/1iygm0t409eg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qgwehy | /r/LocalLLaMA/comments/1qgwehy/performing_openheart_surgery_on_my_ai_agent_while/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'OXhpanQ5dzQwOWVnMZOmUCIIu2bWKby-ZQyxS5MSHGuN95rY67-MiEXN1TYJ', 'resolutions': [{'height': 55, 'url': 'https://external-preview.redd.it/OXhpanQ5dzQwOWVnMZOmUCIIu2bWKby-ZQyxS5MSHGuN95rY67-MiEXN1TYJ.png?width=108&crop=smart&format=pjpg&auto=webp&s=59d82e7c85fb3868a29457d839ff19477e2e3... | |
Breakthrough Snapshot in our research on our experimental AI architecture: | 0 | This is a live, local-run status note intended for quick verification. It is not a benchmark claim.
**In this new version** we **managed to fix the main problems** and **enabled all the parameters**. The model learns. To see the actual "evolution" you need to take mutliple variables into account - **ONLY LOSS is NOT e... | 2026-01-19T06:01:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qgw5mv/breakthrough_snapshot_in_our_research_on_our/ | Acrobatic-Bee8495 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgw5mv | false | null | t3_1qgw5mv | /r/LocalLLaMA/comments/1qgw5mv/breakthrough_snapshot_in_our_research_on_our/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'H_-popURrwh4DYxTmVCYc2Gtu8c92CI5Ca65O97O1HQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/H_-popURrwh4DYxTmVCYc2Gtu8c92CI5Ca65O97O1HQ.png?width=108&crop=smart&auto=webp&s=f4f94cde1b9a8030a10581800c710c9fcc0720e7', 'width': 108}, {'height': 108, 'url': 'h... |
Have you gotten used to AI laughing or other emotions? | 0 | So the question is, _i dont know how to say this but_, when AI laughs, do you laugh with it? For me, nothing that AI speaks is natural, even today, even since using gpt-3 in openai playground. Even today when AI says something which is supposed to be funny and it displays emotes, my mind is super biased thinking 'ok so... | 2026-01-19T05:53:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qgw04u/have_you_gotten_used_to_ai_laughing_or_other/ | ab2377 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgw04u | false | null | t3_1qgw04u | /r/LocalLLaMA/comments/1qgw04u/have_you_gotten_used_to_ai_laughing_or_other/ | false | false | self | 0 | null |
Learning multi-agent systems. Here's the problem nobody mentions in tutorials. | 1 | [removed] | 2026-01-19T05:51:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qgvymq/learning_multiagent_systems_heres_the_problem/ | LuckyYouth6893 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgvymq | false | null | t3_1qgvymq | /r/LocalLLaMA/comments/1qgvymq/learning_multiagent_systems_heres_the_problem/ | false | false | self | 1 | null |
SEDAC v5 - Safe Semantic Entropy Dynamic Acceleration for LLMs | 0 | SEDAC (Semantic-Entropy-Dynamic-Acceleration-Core) is a dynamic acceleration framework that combines semantic information and entropy metrics. By analyzing the semantic features and information entropy of the input/state, it intelligently determines acceleration strategies (such as hierarchical downsampling, operator ... | 2026-01-19T05:21:11 | https://www.reddit.com/r/LocalLLaMA/comments/1qgve72/sedac_v5_safe_semantic_entropy_dynamic/ | Former_Egg_6520 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgve72 | false | null | t3_1qgve72 | /r/LocalLLaMA/comments/1qgve72/sedac_v5_safe_semantic_entropy_dynamic/ | false | false | self | 0 | null |
BFL FLUX.2 Klein tutorial and some optimizations - under 1s latency on an A100 | 4 | A quick tutorial on running FLUX.2 Klein (the new BFL model from last week). Here's what we're seeing on A100:
* **4B distilled**: \~0.9s per image (1024x1024, 4 steps) with torch.compile + fused QKV
* **9B distilled**: \~1.8s per image with same optimizations
These models are pretty good and fast for basic image gen... | 2026-01-19T05:04:18 | https://www.reddit.com/r/LocalLLaMA/comments/1qgv2ey/bfl_flux2_klein_tutorial_and_some_optimizations/ | LayerHot | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgv2ey | false | null | t3_1qgv2ey | /r/LocalLLaMA/comments/1qgv2ey/bfl_flux2_klein_tutorial_and_some_optimizations/ | false | false | self | 4 | null |
Has anyone quantized VibeVoice-Realtime-0.5B (Stream) for edge devices yet? | 4 | I'm looking for a quantized version (GGUF or ONNX) of the **Microsoft VibeVoice-Realtime-0.5B** model to run on an SBC (Orange Pi).
I've seen some repos for the 7B version, but I specifically need the lightweight 0.5B stream version for an edge project. Has anyone successfully converted this, or can point me to a guid... | 2026-01-19T05:02:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qgv0vk/has_anyone_quantized_vibevoicerealtime05b_stream/ | New_Source_6765 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgv0vk | false | null | t3_1qgv0vk | /r/LocalLLaMA/comments/1qgv0vk/has_anyone_quantized_vibevoicerealtime05b_stream/ | false | false | self | 4 | null |
Built a lightweight Python agent framework to avoid “black box” abstractions, feedback welcome | 1 | Hi everyone,
I recently open-sourced my first project called Iris Agent, a lightweight Python framework for building AI agents.
While learning and experimenting with LLM-based agents, I found that many frameworks abstract away too much logic behind black boxes. That’s great for quick demos, but it made it harder (for... | 2026-01-19T04:54:10 | https://github.com/mrgehlot/iris-agent | AlphaPrime1111 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qguuu5 | false | null | t3_1qguuu5 | /r/LocalLLaMA/comments/1qguuu5/built_a_lightweight_python_agent_framework_to/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'EpE5-5_vcVwKn1P6jgmUx2fucoJ7crPItB-vrXOgyxQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/EpE5-5_vcVwKn1P6jgmUx2fucoJ7crPItB-vrXOgyxQ.png?width=108&crop=smart&auto=webp&s=36b94cd37d72e43fe59a6c869fc3c6fbc41b1d3c', 'width': 108}, {'height': 108, 'url': 'h... | |
[Project] cuda-nn: A custom MoE inference engine written in Rust/Go/CUDA from scratch. Runs 6.9B params without PyTorch. | 0 | **Polyglot:** Rust, Go, and Python binding to the same shared CUDA kernels.
**Architecture:** MoE (Mixture of Experts), MQA.
**Performance:** Optimized CUDA kernels (GEMM, RoPE, SwiGLU) written by hand. | 2026-01-19T03:54:10 | https://github.com/fumi-engineer/machine_learning | Fumi-engineer | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qgtmsi | false | null | t3_1qgtmsi | /r/LocalLLaMA/comments/1qgtmsi/project_cudann_a_custom_moe_inference_engine/ | false | false | default | 0 | null |
Just put together my new setup(3x v620 for 96gb vram) | 63 | 2026-01-19T02:31:42 | https://www.reddit.com/gallery/1qgrw3d | PraxisOG | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qgrw3d | false | null | t3_1qgrw3d | /r/LocalLLaMA/comments/1qgrw3d/just_put_together_my_new_setup3x_v620_for_96gb/ | false | false | 63 | null | ||
I'm building the *best* local ai app in the mobile market and I'm curious about your opinions | 0 | I got nerd snipped into building such app and I'm just trying to brainstorm some ideas. Would you guys use something like this with an insane amount of variety? If you would use such an app, what do you think is a crucial feature to have? Is there any specific models that you would want to use in your mobile phone that... | 2026-01-19T02:10:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qgrf0y/im_building_the_best_local_ai_app_in_the_mobile/ | Sea_Fan2368 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgrf0y | false | null | t3_1qgrf0y | /r/LocalLLaMA/comments/1qgrf0y/im_building_the_best_local_ai_app_in_the_mobile/ | false | false | self | 0 | null |
Nomic GPT4All | 1 | Does anyone truly know if Nomic is private? I want to upload some private documents and ask it to create some flash cards or help me study the documents in a test fashion. Can Nomic achieve what I need? If not, what other LLM can I use to achieve this task? | 2026-01-19T00:37:30 | https://www.reddit.com/r/LocalLLaMA/comments/1qgpe8h/nomic_gpt4all/ | curioustaking | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgpe8h | false | null | t3_1qgpe8h | /r/LocalLLaMA/comments/1qgpe8h/nomic_gpt4all/ | false | false | self | 1 | null |
GFN v2.5.0: Verified O(1) Memory Inference and 500x Length Extrapolation via Symplectic Geodesic Flows | 9 | # 1. Abstract
We present GFN (Geodesic Flow Networks), an architecture that reformulates sequence modeling as particle dynamics on a learned Riemannian manifold. Unlike Transformer-based architectures—which exhibit O(N\^2) memory scaling due to the attention mechanism—or standard RNNs that suffer from vanishing gradie... | 2026-01-18T23:57:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qgogis/gfn_v250_verified_o1_memory_inference_and_500x/ | janxhg27 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgogis | false | null | t3_1qgogis | /r/LocalLLaMA/comments/1qgogis/gfn_v250_verified_o1_memory_inference_and_500x/ | false | false | 9 | null | |
Thinkpad P53 - LLamaBench | 4 | Ahoy redditors! I’ve been experimenting with running a local assistant for real-time text generation for a TTS model. While I was testing, I figured I might as well share some results on **low-end-ish laptop hardware**.
**Specs (for reference):**
* **CPU:** i7-9850H (capped at 3.0 GHz due to thermals)
* **RAM:** 48 G... | 2026-01-18T23:56:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qgog3f/thinkpad_p53_llamabench/ | cride20 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgog3f | false | null | t3_1qgog3f | /r/LocalLLaMA/comments/1qgog3f/thinkpad_p53_llamabench/ | false | false | self | 4 | null |
Agent Zero can’t connect to LM Studio or Ollama | 0 | I’m trying to configure Agent Zero with LM Studio. I’m running Linux Mint. I have Agent Zero running in a Docker container. I tried for quite some time to set it up with Ollama, couldn’t get it to work, then tried with LM Studio hoping for better results, but to no avail.
I have both Ollama and LM Studio, and they bo... | 2026-01-18T23:30:09 | https://www.reddit.com/gallery/1qgnu29 | Bino5150 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qgnu29 | false | null | t3_1qgnu29 | /r/LocalLLaMA/comments/1qgnu29/agent_zero_cant_connect_to_lm_studio_or_ollama/ | false | false | 0 | null | |
An AI agent that writes scientific manuscripts. | 0 | I built scitex-writer — a LaTeX compilation system with MCP server integration that lets AI agent write complete scientific papers autonomously.
**Demo Video:** [https://scitex.ai/demos/watch/scitex-writer/](https://scitex.ai/demos/watch/scitex-writer/)
**GitHub:** [https://github.com/ywatanabe1989/scitex-writer](htt... | 2026-01-18T23:15:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qgnhdd/an_ai_agent_that_writes_scientific_manuscripts/ | Historical-Menu9421 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgnhdd | false | null | t3_1qgnhdd | /r/LocalLLaMA/comments/1qgnhdd/an_ai_agent_that_writes_scientific_manuscripts/ | false | false | self | 0 | null |
Textual game world generation Instructor pipeline | 20 | I threw together an instructor/pydantic pipeline for generating interconnected RPG world content using a local LM.
It starts from a high concept you define in a yaml file, and it iteratively generates regions, factions, characters, and branching dialog trees that all reference each other consistently using an in-memor... | 2026-01-18T23:09:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qgnbx8/textual_game_world_generation_instructor_pipeline/ | JEs4 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgnbx8 | false | null | t3_1qgnbx8 | /r/LocalLLaMA/comments/1qgnbx8/textual_game_world_generation_instructor_pipeline/ | false | false | 20 | null | |
how do you pronounce “gguf”? | 108 | is it “jee - guff”? “giguff”? or the full “jee jee you eff”? others???
discuss.
and sorry for not using proper international phonetic alphabet symbol things | 2026-01-18T22:14:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qglyqz/how_do_you_pronounce_gguf/ | Hamfistbumhole | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qglyqz | false | null | t3_1qglyqz | /r/LocalLLaMA/comments/1qglyqz/how_do_you_pronounce_gguf/ | false | false | self | 108 | null |
Anybody run Minimax 2.1 q4 on pure RAM (CPU) ? | 11 | Anybody runs Minimax 2.1 q4 on pure RAM (CPU) ?
I mean DDR5 (\~6000) how much t/s ?
Any other quants ? | 2026-01-18T22:10:36 | https://www.reddit.com/r/LocalLLaMA/comments/1qgluze/anybody_run_minimax_21_q4_on_pure_ram_cpu/ | xSNYPSx777 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgluze | false | null | t3_1qgluze | /r/LocalLLaMA/comments/1qgluze/anybody_run_minimax_21_q4_on_pure_ram_cpu/ | false | false | self | 11 | null |
Roast my build | 49 | This started as an Optiplex 990 with a 2nd gen i5 as a home server. Someone gave me a 3060, I started running Ollama with Gemma 7B to help manage my Home Assistant, and it became addicting.
The upgrades outgrew the SFF case, PSU and GPU spilling out the side, and it slowly grew into this beast. Around the time I bought... | 2026-01-18T21:28:13 | https://www.reddit.com/gallery/1qgksrm | RoboDogRush | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qgksrm | false | null | t3_1qgksrm | /r/LocalLLaMA/comments/1qgksrm/roast_my_build/ | false | false | 49 | null | |
Using NVIDIA DGX Spark + GPT-OSS-120B for Automated Game Development Pipeline - Thoughts? | 0 | Hey everyone,
I've been researching an ambitious project and wanted to get your thoughts on feasibility.
**\*\*The Concept:\*\***
Building an automated game development pipeline using NVIDIA DGX Spark (Grace Blackwell, 128GB unified memory) with GPT-OSS-120B and multiple AI models working together.
**\*\*The Wo... | 2026-01-18T21:14:01 | https://www.reddit.com/r/LocalLLaMA/comments/1qgkh41/using_nvidia_dgx_spark_gptoss120b_for_automated/ | AdNaive1169 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgkh41 | false | null | t3_1qgkh41 | /r/LocalLLaMA/comments/1qgkh41/using_nvidia_dgx_spark_gptoss120b_for_automated/ | false | false | self | 0 | null |
Local EPUB to Audiobook Converter with Modular AI TTS Engines | 3 | Hey everyone,
I've been wanting to convert my EPUB library into audiobooks for a while now, mainly to listen to them offline without relying on paid services. I found a few converters out there, but none really offered the flexibility and local control I was after. So, I decided to build my own, and I've been evolving... | 2026-01-18T20:56:26 | https://www.reddit.com/r/LocalLLaMA/comments/1qgk2vw/local_epub_to_audiobook_converter_with_modular_ai/ | lelus78 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgk2vw | false | null | t3_1qgk2vw | /r/LocalLLaMA/comments/1qgk2vw/local_epub_to_audiobook_converter_with_modular_ai/ | false | false | self | 3 | null |
building a small Slack community focused on AI for Business Automation | 0 | Hey everyone 👋
I’m in the process of building a small Slack community focused on AI for Business Automation ... very early-stage and intentionally small for now.
The idea is to create a chill space where people can:
* talk about real-world AI automation use cases
* share tools, workflows, and experiments
* ask ques... | 2026-01-18T20:44:17 | https://www.reddit.com/r/LocalLLaMA/comments/1qgjt6s/building_a_small_slack_community_focused_on_ai/ | Helpful_Milk_5618 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgjt6s | false | null | t3_1qgjt6s | /r/LocalLLaMA/comments/1qgjt6s/building_a_small_slack_community_focused_on_ai/ | false | false | self | 0 | null |
Update - Day #4 of building an LM from scratch | 4 | So we’ve run into a few hiccups. (Which is why I skipped Day 3. I’ve been troubleshooting for what feels like 24 hours straight.)
1. We have a loss issue. Loss will trend downwards from 10 to around 8 until around step \~400 and after that, the model begins drifting upwards and by the \~3000’s, loss is near 20. I’ve a... | 2026-01-18T20:36:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qgjma9/update_day_4_of_building_an_lm_from_scratch/ | AllTheCoins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgjma9 | false | null | t3_1qgjma9 | /r/LocalLLaMA/comments/1qgjma9/update_day_4_of_building_an_lm_from_scratch/ | false | false | self | 4 | null |
Are most major agents really just markdown todo list processors? | 97 | I have been poking around different code bases and scrutixzing logs from the majors LLM providers, and it seems like every agent just decomposes task to a todo list and process them one by one.
Has anyone found a different approach? | 2026-01-18T20:15:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qgj2n9/are_most_major_agents_really_just_markdown_todo/ | TheDigitalRhino | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgj2n9 | false | null | t3_1qgj2n9 | /r/LocalLLaMA/comments/1qgj2n9/are_most_major_agents_really_just_markdown_todo/ | false | false | self | 97 | null |
local LLM for VS Code 5070 vs 7900xt | 0 | Hey all I’m thinking about swapping my 5070 for a 7900XT due to the VRAM differences
I was wondering how much more difficult it would be to connect to a local LLM in vs code on NVIDIA vs AMD | 2026-01-18T19:56:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qgikxr/local_llm_for_vs_code_5070_vs_7900xt/ | NotSudden-Solution | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgikxr | false | null | t3_1qgikxr | /r/LocalLLaMA/comments/1qgikxr/local_llm_for_vs_code_5070_vs_7900xt/ | false | false | self | 0 | null |
CMV: RAM Prices are Near the Top | 0 | We've all heard the story of how OpenAI gobbling up all the DDR5 supply to make HBM is what caused the current RAM shortage. However, the fact that memory makers can switch between HBM and DRAM means there's a practical ceiling of DDR5 pricing based on HBM prices. Because it could literally be more profitable for Samsu... | 2026-01-18T19:48:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qgid35/cmv_ram_prices_are_near_the_top/ | Intelligent_Coffee44 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgid35 | false | null | t3_1qgid35 | /r/LocalLLaMA/comments/1qgid35/cmv_ram_prices_are_near_the_top/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'e98tH4fKnxTUnqw-ATyEF2jggQ0ETykqR6JPrimRRxs', 'resolutions': [{'height': 70, 'url': 'https://external-preview.redd.it/e98tH4fKnxTUnqw-ATyEF2jggQ0ETykqR6JPrimRRxs.png?width=108&crop=smart&auto=webp&s=48fb7db46af6bbb6b584980bd245afa4803ad802', 'width': 108}, {'height': 140, 'url': 'h... |
ROCm+Linux Support on Strix Halo: January 2026 Stability Update | 17 | 2026-01-18T18:54:27 | https://www.youtube.com/watch?v=Hdg7zL3pcIs | Deep_Traffic_7873 | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1qggxyy | false | {'oembed': {'author_name': 'Donato Capitella', 'author_url': 'https://www.youtube.com/@donatocapitella', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/Hdg7zL3pcIs?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media;... | t3_1qggxyy | /r/LocalLLaMA/comments/1qggxyy/rocmlinux_support_on_strix_halo_january_2026/ | false | false | default | 17 | {'enabled': False, 'images': [{'id': '1NaNFJJfuc2cvUZCoPzLwIjTk37asJmqjUy4n9gfsns', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/1NaNFJJfuc2cvUZCoPzLwIjTk37asJmqjUy4n9gfsns.jpeg?width=108&crop=smart&auto=webp&s=565a4cc03865e45d98aa7c251456c7ae80bd06bd', 'width': 108}, {'height': 162, 'url': '... | |
opencode with superpowers. It can do everything in a container with docker and nix | 2 | 2026-01-18T18:52:03 | https://grigio.org/opencode-with-superpowers-it-can-do-everything-in-a-container-with-docker-and-nix/ | Deep_Traffic_7873 | grigio.org | 1970-01-01T00:00:00 | 0 | {} | 1qggvmn | false | null | t3_1qggvmn | /r/LocalLLaMA/comments/1qggvmn/opencode_with_superpowers_it_can_do_everything_in/ | false | false | default | 2 | {'enabled': False, 'images': [{'id': 'aHbECKWZj-ct56HM2Cf6NsnnvY-F90e0pkV32S3zQzY', 'resolutions': [{'height': 69, 'url': 'https://external-preview.redd.it/aHbECKWZj-ct56HM2Cf6NsnnvY-F90e0pkV32S3zQzY.png?width=108&crop=smart&auto=webp&s=7dc45e01109b1fca8bd4270b600acea3d63112f1', 'width': 108}, {'height': 138, 'url': 'h... | |
cant use radeon 9060 xt 16gb on lm studio | 0 | I just wanna run some small models but i cant choose gpu offload and cant even load the model. It says: 0 CUDA cores found which is obvious because i'm using an amd gpu and i cant change it to amd mode or sum like that how can i use LM STUDIO...... | 2026-01-18T17:55:38 | https://www.reddit.com/r/LocalLLaMA/comments/1qgfbv4/cant_use_radeon_9060_xt_16gb_on_lm_studio/ | Interesting_Cup_947 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgfbv4 | false | null | t3_1qgfbv4 | /r/LocalLLaMA/comments/1qgfbv4/cant_use_radeon_9060_xt_16gb_on_lm_studio/ | false | false | self | 0 | null |
Need help and suggestions for gguf models | 3 | I am running Qwen2.5-14B-Instruct-abliterated-v2.Q6_K and not getting decent responses as I am in Gemini (my online go-to)
I have 16gb vram 5060ti
Are there any other possible LLMs? I use it for general searches, computer help, all over questioning over various subjects. No health questions
I have also tried Mistral... | 2026-01-18T17:48:07 | https://www.reddit.com/r/LocalLLaMA/comments/1qgf4q7/need_help_and_suggestions_for_gguf_models/ | cmdrmcgarrett | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgf4q7 | false | null | t3_1qgf4q7 | /r/LocalLLaMA/comments/1qgf4q7/need_help_and_suggestions_for_gguf_models/ | false | false | self | 3 | null |
[P] Ruvrics: Open-source tool to detect when your LLM system becomes less reliable | 0 | I built Ruvrics to catch a problem that kept biting me: LLM systems that silently become less predictable after "minor" changes.
\*\*How it works:\*\* ... | 2026-01-18T17:16:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qgeak8/p_ruvrics_opensource_tool_to_detect_when_your_llm/ | ashutoshtr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgeak8 | false | null | t3_1qgeak8 | /r/LocalLLaMA/comments/1qgeak8/p_ruvrics_opensource_tool_to_detect_when_your_llm/ | false | false | self | 0 | null |
GitHub - avikeid2007/Kairos.local: KaiROS AI— Intelligence, Precisely When It Matters. | 1 | [removed] | 2026-01-18T17:14:57 | https://github.com/avikeid2007/Kairos.local | avikeid2007 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qge95n | false | null | t3_1qge95n | /r/LocalLLaMA/comments/1qge95n/github_avikeid2007kairoslocal_kairos_ai/ | false | false | default | 1 | null |
GPU Rental Price Tracker | 7 | Hey yall, i know we're all trying to avoid the day we have to pay for cloud compute, but even the best of us run into limits sometimes, and even the blessed have hardware hiccups at the worst times. I've seen a lot of people tearing their hair out trying to find a decent price for cloud fallback services, so i built a ... | 2026-01-18T17:06:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qge0va/gpu_rental_price_tracker/ | EnvironmentalLow8531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qge0va | false | null | t3_1qge0va | /r/LocalLLaMA/comments/1qge0va/gpu_rental_price_tracker/ | false | false | self | 7 | null |
Local LLM builders: when do you go multi-agent vs tools? 2-page decision sheet + question | 1 | I built a 2-page *decision* cheat sheet for choosing **workflow vs single agent+tools vs multi-agent** (images attached).
My core claim: if you can define steps upfront, start with a workflow; agents add overhead; multi-agent only when constraints force it.
I’d love practitioner feedback on 3 things:
1. Where do you... | 2026-01-18T16:46:24 | https://www.reddit.com/gallery/1qgdhm1 | OnlyProggingForFun | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qgdhm1 | false | null | t3_1qgdhm1 | /r/LocalLLaMA/comments/1qgdhm1/local_llm_builders_when_do_you_go_multiagent_vs/ | false | false | 1 | null | |
4x AMD R9700 (128GB VRAM) + Threadripper 9955WX Build | 340 | Disclaimer: I am from Germany and my English is not perfect, so I used an LLM to help me structure and write this post.
Context & Motivation: I built this system for my small company. The main reason for all new hardware is that I received a 50% subsidy/refund from my local municipality for digitalization investments.... | 2026-01-18T16:39:42 | https://www.reddit.com/gallery/1qgdb7f | NunzeCs | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qgdb7f | false | null | t3_1qgdb7f | /r/LocalLLaMA/comments/1qgdb7f/4x_amd_r9700_128gb_vram_threadripper_9955wx_build/ | false | false | 340 | null | |
4x AMD R9700 (128GB VRAM) + Threadripper 9955WX Build | 1 | Disclaimer: I am from Germany and my English is not perfect, so I used an LLM to help me structure and write this post.
Context & Motivation: I built this system for my small company. The main reason for all new hardware is that I received a 50% subsidy/refund from my local municipality for digitalization investments.... | 2026-01-18T16:39:31 | https://www.reddit.com/gallery/1qgdb1i | NunzeCs | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qgdb1i | false | null | t3_1qgdb1i | /r/LocalLLaMA/comments/1qgdb1i/4x_amd_r9700_128gb_vram_threadripper_9955wx_build/ | false | false | 1 | null | |
chatterbox turbo in ultimate tts studio pro conversation mode voice limits question | 1 | What's the max number of voice I can load into chatterbox turbo via ultimate tts studio in conversation mode? I have a script with 31 voices but when i load it into ultimate tts studio it only lets me upload 5 voices. is there something I'm missing or is this a hard limit? I have a computer more than capable of handlin... | 2026-01-18T16:38:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qgdafh/chatterbox_turbo_in_ultimate_tts_studio_pro/ | Jack70741 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgdafh | false | null | t3_1qgdafh | /r/LocalLLaMA/comments/1qgdafh/chatterbox_turbo_in_ultimate_tts_studio_pro/ | false | false | self | 1 | null |
[Open Source] KaiROS AI - Run 31 LLMs locally on Windows with CPU & GPU acceleration, no cloud required! | 1 | [removed] | 2026-01-18T16:34:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qgd64g/open_source_kairos_ai_run_31_llms_locally_on/ | avikeid2007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgd64g | false | null | t3_1qgd64g | /r/LocalLLaMA/comments/1qgd64g/open_source_kairos_ai_run_31_llms_locally_on/ | false | false | self | 1 | null |
[Open Source] KaiROS AI - Run 31 LLMs locally on Windows with CPU & GPU acceleration, no cloud required! | 1 | [removed] | 2026-01-18T16:28:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qgd0o1/open_source_kairos_ai_run_31_llms_locally_on/ | avikeid2007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgd0o1 | false | null | t3_1qgd0o1 | /r/LocalLLaMA/comments/1qgd0o1/open_source_kairos_ai_run_31_llms_locally_on/ | false | false | self | 1 | null |
Demo for the latest PersonaPlex model from nvidia (speech-to-speech model that is controllable through system prompt) | 7 | Hope this can be helpful for someone | 2026-01-18T16:13:05 | https://huggingface.co/spaces/MohamedRashad/PersonaPlex | Severe-Awareness829 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1qgcm6x | false | null | t3_1qgcm6x | /r/LocalLLaMA/comments/1qgcm6x/demo_for_the_latest_personaplex_model_from_nvidia/ | false | false | default | 7 | {'enabled': False, 'images': [{'id': '3-UW-zJ-uCRgO1BeO_woYq-yx09bN2AqMjYYa3dJ998', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/3-UW-zJ-uCRgO1BeO_woYq-yx09bN2AqMjYYa3dJ998.png?width=108&crop=smart&auto=webp&s=26db4fa82b57c91cd583cfaa8a10ad220756a07a', 'width': 108}, {'height': 116, 'url': 'h... |
RLVR with GRPO from scratch code notebook | 15 | 2026-01-18T16:10:02 | https://github.com/rasbt/reasoning-from-scratch/blob/main/ch06/01_main-chapter-code/ch06_main.ipynb | seraschka | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qgcj8b | false | null | t3_1qgcj8b | /r/LocalLLaMA/comments/1qgcj8b/rlvr_with_grpo_from_scratch_code_notebook/ | false | false | 15 | {'enabled': False, 'images': [{'id': '1zp6Ys_kCzKo-Gqi6ZfsuCLpMOxYXSdKyJbi6hC7oDk', 'resolutions': [{'height': 52, 'url': 'https://external-preview.redd.it/1zp6Ys_kCzKo-Gqi6ZfsuCLpMOxYXSdKyJbi6hC7oDk.png?width=108&crop=smart&auto=webp&s=d66c3d4cd775091e07ae1eff4839d8cba1f37f77', 'width': 108}, {'height': 105, 'url': 'h... | ||
I got tired of "Vibe Coding" breaking my app, so I built a local "Safety Layer" that interviews the AI before it codes. (Open Source, MCP) | 0 | Hi r/LocalLLaMA,
(English is not my first language, so please bear with me!)
I’ve been using Cursor/Claude a lot recently, and while it’s fast, I noticed a huge problem: **"Vibe Coding"**. The AI writes code that *looks* working but completely ignores edge cases (like race conditions, double spending, or GDPR complia... | 2026-01-18T15:56:12 | https://www.reddit.com/r/LocalLLaMA/comments/1qgc5pc/i_got_tired_of_vibe_coding_breaking_my_app_so_i/ | bluemouse_ai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgc5pc | false | null | t3_1qgc5pc | /r/LocalLLaMA/comments/1qgc5pc/i_got_tired_of_vibe_coding_breaking_my_app_so_i/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'zqGDhabJ-T-DifUfwhcZarfb9hoGGMgIw40mjJy8zzQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/zqGDhabJ-T-DifUfwhcZarfb9hoGGMgIw40mjJy8zzQ.png?width=108&crop=smart&auto=webp&s=6b43f77cf664cf05623960599472f64ad6448358', 'width': 108}, {'height': 108, 'url': 'h... |
From docs scraper to Self-Hosting AI skill factory: Skill Seekers now bootstraps itself as a Claude Code skill, analyzes code bases, detects design patterns and combine all the sources from documentations to code itself + NEW website to download and share skill configs [7.1K+ stars] | 1 | [removed] | 2026-01-18T15:52:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qgc245/from_docs_scraper_to_selfhosting_ai_skill_factory/ | Critical-Pea-8782 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qgc245 | false | null | t3_1qgc245 | /r/LocalLLaMA/comments/1qgc245/from_docs_scraper_to_selfhosting_ai_skill_factory/ | false | false | self | 1 | null |
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