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I built ARIA - a self-optimizing cognitive architecture with golden ratio spiral exploration, quaternion rotations, and epistemic curiosity (meta-learning that actually works) | 1 | [removed] | 2025-11-03T11:29:40 | https://www.reddit.com/r/LocalLLaMA/comments/1on9acb/i_built_aria_a_selfoptimizing_cognitive/ | ARIA-369 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on9acb | false | null | t3_1on9acb | /r/LocalLLaMA/comments/1on9acb/i_built_aria_a_selfoptimizing_cognitive/ | false | false | self | 1 | null |
I built ARIA - a self-optimizing cognitive architecture with golden ratio spiral exploration, quaternion rotations, and epistemic curiosity (meta-learning that actually works) | 1 | [removed] | 2025-11-03T11:20:53 | https://www.reddit.com/r/LocalLLaMA/comments/1on94wm/i_built_aria_a_selfoptimizing_cognitive/ | ARIA-369 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on94wm | false | null | t3_1on94wm | /r/LocalLLaMA/comments/1on94wm/i_built_aria_a_selfoptimizing_cognitive/ | false | false | self | 1 | null |
help, i got 64 gb ram 3070 8gb and limited internet (90gb) | 1 | Hi guys, i have bought 64gb ram ddr4, a 11700kf and a 3070 and i have got a limited amount of gb of download as i use a 4g modem. what are some good models for my set up as i cant download and test different models? i am a sys admin and i need to help me set up some systems of linux and windows server , a little bit of... | 2025-11-03T11:18:56 | https://www.reddit.com/r/LocalLLaMA/comments/1on93me/help_i_got_64_gb_ram_3070_8gb_and_limited/ | Flimsy_Leadership_81 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on93me | false | null | t3_1on93me | /r/LocalLLaMA/comments/1on93me/help_i_got_64_gb_ram_3070_8gb_and_limited/ | false | false | self | 1 | null |
Can Local AI Models Solve the Catch-22 for Professionals? | 1 |
Hey everyone - I've been mulling over how people want to use AI tools, like chatbots and language models, for professional advice (think tax, accounting, etc.). But here’s the catch:
1. People really want to use these AI tools for advice.
2. The problem? They can't because these tools aren’t licensed professionals.
... | 2025-11-03T11:15:47 | https://www.reddit.com/r/LocalLLaMA/comments/1on91mw/can_local_ai_models_solve_the_catch22_for/ | FormalAd7367 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on91mw | false | null | t3_1on91mw | /r/LocalLLaMA/comments/1on91mw/can_local_ai_models_solve_the_catch22_for/ | false | false | self | 1 | null |
MiniMax-M2 Asteroid game - Unsloth | 23 | [https://pastebin.com/c2rAezEs](https://pastebin.com/c2rAezEs)
[MiniMax-M2 Asteroid game](https://preview.redd.it/mxhf3813y0zf1.png?width=1909&format=png&auto=webp&s=6feb5ca56de1c506fb3c00131b32912899de4d18)
I wanted to test this model by asking it to run the Asteroid game in HTML.
What surprised me?
1) 9\~10 toke... | 2025-11-03T11:12:28 | https://www.reddit.com/r/LocalLLaMA/comments/1on8zl6/minimaxm2_asteroid_game_unsloth/ | LegacyRemaster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on8zl6 | false | null | t3_1on8zl6 | /r/LocalLLaMA/comments/1on8zl6/minimaxm2_asteroid_game_unsloth/ | false | false | 23 | null | |
I built ARIA - a self-optimizing cognitive architecture with golden ratio spiral exploration, quaternion rotations, and epistemic curiosity (meta-learning that actually works) | 1 | [removed] | 2025-11-03T11:09:41 | https://www.reddit.com/r/LocalLLaMA/comments/1on8xvv/i_built_aria_a_selfoptimizing_cognitive/ | ARIA-369 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on8xvv | false | null | t3_1on8xvv | /r/LocalLLaMA/comments/1on8xvv/i_built_aria_a_selfoptimizing_cognitive/ | false | false | self | 1 | null |
chatllm.cpp supports Ouro now | 10 | 2025-11-03T11:07:56 | https://www.reddit.com/r/LocalLLaMA/comments/1on8ws6/chatllmcpp_supports_ouro_now/ | foldl-li | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on8ws6 | false | null | t3_1on8ws6 | /r/LocalLLaMA/comments/1on8ws6/chatllmcpp_supports_ouro_now/ | false | false | 10 | null | ||
One command loads new model Claude Code | 3 | Minimax M2 has been killing it for me. To make it a little easier to swap between M2, Claude and GLM 4.6 in Claude code I built, ccswap. One command loads new model.
Hopefully you guys find it useful:
https://github.com/juanmackie/ccswap | 2025-11-03T11:00:08 | https://www.reddit.com/r/LocalLLaMA/comments/1on8rw8/one_command_loads_new_model_claude_code/ | klippers | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on8rw8 | false | null | t3_1on8rw8 | /r/LocalLLaMA/comments/1on8rw8/one_command_loads_new_model_claude_code/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': 'hxIJ3Ypr76Y29MD3yBftB9MlfJEHf6F04_c3UC6mChk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/hxIJ3Ypr76Y29MD3yBftB9MlfJEHf6F04_c3UC6mChk.png?width=108&crop=smart&auto=webp&s=521ef53fa427981e03d4ba2d30f0134f6b45c6a1', 'width': 108}, {'height': 108, 'url': 'h... |
basketball players recognition with RF-DETR, SAM2, SigLIP and ResNet | 935 | Models I used:
\- RF-DETR – a DETR-style real-time object detector. We fine-tuned it to detect players, jersey numbers, referees, the ball, and even shot types.
\- SAM2 – a segmentation and tracking. It re-identifies players after occlusions and keeps IDs stable through contact plays.
\- SigLIP + UMAP + K-means – vi... | 2025-11-03T10:57:38 | https://v.redd.it/367omkbbw0zf1 | RandomForests92 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1on8qe5 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/367omkbbw0zf1/DASHPlaylist.mpd?a=1764759472%2CMjM2YjczOTY0ZmYxYzc5MmE4Y2JhMDk2NWVkNDc5M2ViMzVjNzYxODNiODdmMzA1YjAwNDQ3ZjA3NTQyMzcxOA%3D%3D&v=1&f=sd', 'duration': 20, 'fallback_url': 'https://v.redd.it/367omkbbw0zf1/DASH_1080.mp4?source=fallback', 'h... | t3_1on8qe5 | /r/LocalLLaMA/comments/1on8qe5/basketball_players_recognition_with_rfdetr_sam2/ | false | false | 935 | {'enabled': False, 'images': [{'id': 'd240ODlsYmJ3MHpmMRIAV1OZPMFu-DibzoX2jf4rOivExvgg5eIy0W2GXihc', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/d240ODlsYmJ3MHpmMRIAV1OZPMFu-DibzoX2jf4rOivExvgg5eIy0W2GXihc.png?width=108&crop=smart&format=pjpg&auto=webp&s=d4db4446b8dc49442cfd542f64bc652191d50... | |
MiniMax LLM head confirms: new model M2.1 coming soon | 73 | Pengyu Zhao, head of MiniMax LLM, said that to achieve the vision of "Intelligence with Everyone," the company will continue open-sourcing its models to promote the ongoing development of the AI community. As part of the plan, he confirmed that the new model M2.1 will be released soon.
https://preview.redd.it/4tscghep... | 2025-11-03T10:48:13 | https://www.reddit.com/r/LocalLLaMA/comments/1on8kye/minimax_llm_head_confirms_new_model_m21_coming/ | External_Mood4719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on8kye | false | null | t3_1on8kye | /r/LocalLLaMA/comments/1on8kye/minimax_llm_head_confirms_new_model_m21_coming/ | false | false | 73 | null | |
Has anyone successfully used a local LLM for creative writing world-building? | 13 | Beyond chat and coding, I'm trying to use a local model as a creative partner for building a fantasy novel's world - generating lore, character backstories, and consistent location descriptions.
Has anyone had real success with this? What was your process? Did you fine-tine on a specific corpus, or are you using cleve... | 2025-11-03T10:42:37 | https://www.reddit.com/r/LocalLLaMA/comments/1on8hnd/has_anyone_successfully_used_a_local_llm_for/ | Street-Lie-2584 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on8hnd | false | null | t3_1on8hnd | /r/LocalLLaMA/comments/1on8hnd/has_anyone_successfully_used_a_local_llm_for/ | false | false | self | 13 | null |
ChatGPT leaked it's own training data source in my speech-to-text prompt | 0 | 2025-11-03T10:35:05 | https://www.reddit.com/r/LocalLLaMA/comments/1on8d7h/chatgpt_leaked_its_own_training_data_source_in_my/ | Global_Self_8771 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on8d7h | false | null | t3_1on8d7h | /r/LocalLLaMA/comments/1on8d7h/chatgpt_leaked_its_own_training_data_source_in_my/ | false | false | 0 | null | ||
I used Llama + Droidrun to create a self-running Twitter bot | 0 | Hey Everyone,
I’ve been working on a little side project called **TweetFire** — basically my digital twin that runs my Twitter account for me.
This isn’t just another “**tweet scheduler.**” It’s a fully autonomous engagement agent built on top of the **DroidRun** framework — basically an android automation that behav... | 2025-11-03T10:33:10 | https://v.redd.it/7c8p3jv3s0zf1 | ytbfactouch | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1on8c5b | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/7c8p3jv3s0zf1/DASHPlaylist.mpd?a=1764758009%2CM2U3NzY0MDFjNDQ3ZWYyZjMzNDdiNTZmMzdhNTAyMTQ0ODczYThhMDRiMmM2YmEwMzQ2OTlkYWEyZDdkNTg5Zg%3D%3D&v=1&f=sd', 'duration': 53, 'fallback_url': 'https://v.redd.it/7c8p3jv3s0zf1/DASH_1080.mp4?source=fallback', 'h... | t3_1on8c5b | /r/LocalLLaMA/comments/1on8c5b/i_used_llama_droidrun_to_create_a_selfrunning/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'NXE5eGEzdjNzMHpmMeg25NN2o4t1bDMzRoHfiLzTIC62fGEQUFvghCGND0gn', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/NXE5eGEzdjNzMHpmMeg25NN2o4t1bDMzRoHfiLzTIC62fGEQUFvghCGND0gn.png?width=108&crop=smart&format=pjpg&auto=webp&s=4d1b9074ab0c1a01990cc57039ef5e12f060b... | |
Best low power <75 watt tdp gpu? | 4 | Anything that can run <9B models fast and isn't costly. Im considering the tesla p4 but it doesn't have flash attention support and it's already quite old. | 2025-11-03T10:19:58 | https://www.reddit.com/r/LocalLLaMA/comments/1on84cw/best_low_power_75_watt_tdp_gpu/ | Fakkle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on84cw | false | null | t3_1on84cw | /r/LocalLLaMA/comments/1on84cw/best_low_power_75_watt_tdp_gpu/ | false | false | self | 4 | null |
AGI ??? | 0 | Humanity’s Cost to AGI: Are We in the Biggest Bubble Ever?
AI companies are hitting $100B+ valuations without profits. Are we funding a true AGI revolution or the biggest bubble in tech history?
Read my take: https://blog.gomonish.com/blog/humanity's-cost-to-agi | 2025-11-03T09:46:11 | https://www.reddit.com/r/LocalLLaMA/comments/1on7l2y/agi/ | DE-Monish | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on7l2y | false | null | t3_1on7l2y | /r/LocalLLaMA/comments/1on7l2y/agi/ | false | false | self | 0 | null |
Troubleshooting multi-GPU with 2 RTX PRO 6000 Workstation Edition | 0 | I received my GPUs a little over a week ago, but it feels like a month because it's been an endless cycle of frustration. I've been working with ChatGPT and Gemini through these debugging sessions, and both do steer me wrong sometimes so I'm hoping some humans can help. Has anyone gotten a configuration like this work... | 2025-11-03T09:45:25 | https://www.reddit.com/r/LocalLLaMA/comments/1on7kol/troubleshooting_multigpu_with_2_rtx_pro_6000/ | goodentropyFTW | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on7kol | false | null | t3_1on7kol | /r/LocalLLaMA/comments/1on7kol/troubleshooting_multigpu_with_2_rtx_pro_6000/ | false | false | self | 0 | null |
Best TTS for childrens voices? | 0 | I'm looking to explore different TTS options that can do childrens voices. I couldn't find any on Eleven Labs but maybe they have it. Please suggest. I'm open to both APIs and just raw models I can host. | 2025-11-03T09:17:34 | https://www.reddit.com/r/LocalLLaMA/comments/1on75gg/best_tts_for_childrens_voices/ | boringblobking | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on75gg | false | null | t3_1on75gg | /r/LocalLLaMA/comments/1on75gg/best_tts_for_childrens_voices/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'O2Doxv2vdcNXUdeHvNS02w1cHMabgMclT5IOBuV1a04', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/O2Doxv2vdcNXUdeHvNS02w1cHMabgMclT5IOBuV1a04.png?width=108&crop=smart&auto=webp&s=57101ae5e3d6648703b644e8879e575e84ff31c8', 'width': 108}, {'height': 113, 'url': 'h... |
Any changes for the worse in deepseek V3 versions? | 3 | Hello everyone.
Easy and concise question. Has anyone noticed more censorship or any negative point in the different versions of deepseek V3 since the original? V3, V3.1, Terminus, V3.2.... I ask because I have saved all the models and they end up eating a little bit of the hard drive and assess if it is worth saving... | 2025-11-03T09:03:44 | https://www.reddit.com/r/LocalLLaMA/comments/1on6y2b/any_changes_for_the_worse_in_deepseek_v3_versions/ | Macestudios32 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on6y2b | false | null | t3_1on6y2b | /r/LocalLLaMA/comments/1on6y2b/any_changes_for_the_worse_in_deepseek_v3_versions/ | false | false | self | 3 | null |
What’s required to run minimax m2 locally? | 9 | I tried propping up my hardware on huggingface to 4 x rtx 5090 and 128 gb ram but with this set up, according to hugging face, I still get a red x on everything Q4 and higher for the minimax M2.
Does anyone have any experience running minimax m2. If so on what hardware, which quantitization and at what t/s output?
| 2025-11-03T09:03:35 | https://www.reddit.com/r/LocalLLaMA/comments/1on6xz2/whats_required_to_run_minimax_m2_locally/ | AI-On-A-Dime | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on6xz2 | false | null | t3_1on6xz2 | /r/LocalLLaMA/comments/1on6xz2/whats_required_to_run_minimax_m2_locally/ | false | false | self | 9 | null |
finetuning text2sql llama 70b 3.3 instruct | 0 | ciao a tutti,
avrei bisogno di un consiglio.
sto lavorando ad un text2sql che al momento prevede il retrivial di informazioni tramite rag, e un reasoning che porti alla scrittura della query sql. al momento "forzo" questo reasoning usando un system prompt con fewshot, va bene per il momento ma sono sicuro che con ... | 2025-11-03T08:48:33 | https://www.reddit.com/r/LocalLLaMA/comments/1on6psr/finetuning_text2sql_llama_70b_33_instruct/ | Juno9419 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on6psr | false | null | t3_1on6psr | /r/LocalLLaMA/comments/1on6psr/finetuning_text2sql_llama_70b_33_instruct/ | false | false | self | 0 | null |
Google pulls Gemma from AI Studio after Senator Blackburn accuses model of defamation | 424 | [Google Official Statement](https://preview.redd.it/0hnvozwh10zf1.png?width=1198&format=png&auto=webp&s=ab171458093a1ad5f07a0eaa42ac44e2c5ab5681)
[Source](https://techcrunch.com/2025/11/02/google-pulls-gemma-from-ai-studio-after-senator-blackburn-accuses-model-of-defamation/)
Fortunately, we can still download the we... | 2025-11-03T08:04:32 | https://www.reddit.com/r/LocalLLaMA/comments/1on628o/google_pulls_gemma_from_ai_studio_after_senator/ | nekofneko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on628o | false | null | t3_1on628o | /r/LocalLLaMA/comments/1on628o/google_pulls_gemma_from_ai_studio_after_senator/ | false | false | 424 | null | |
Best model for processing large legal contexts (900+ pages) | 0 | Hello guys i want to make a project and for that I looked and researched a lot but couldn't find which model to chose also i have a master sys prompt of 10k words and 900+ pages of text and I want a good model in various ranges but less than equal to 70b like the base model should be smart and have like really less h... | 2025-11-03T07:46:00 | https://www.reddit.com/r/LocalLLaMA/comments/1on5sbv/best_model_for_processing_large_legal_contexts/ | anonymous124800 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on5sbv | false | null | t3_1on5sbv | /r/LocalLLaMA/comments/1on5sbv/best_model_for_processing_large_legal_contexts/ | false | false | self | 0 | null |
Anyone working on interesting research? | 1 | [removed] | 2025-11-03T07:15:11 | https://www.reddit.com/r/LocalLLaMA/comments/1on5bjb/anyone_working_on_interesting_research/ | SrijSriv211 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on5bjb | false | null | t3_1on5bjb | /r/LocalLLaMA/comments/1on5bjb/anyone_working_on_interesting_research/ | false | false | self | 1 | null |
Is anyone using mlx framework extensively? | 12 | I have been working with mlx framework amd mlx-lm and see that they have recently added good capabilities like batched inference etc. I already have a Mac Studio with 128GB M4 Max. Was thinking it can become a good inference server for running QWEN 3 30b and use with continue.dev for my team. Are there any limitations ... | 2025-11-03T06:54:08 | https://www.reddit.com/r/LocalLLaMA/comments/1on4zqi/is_anyone_using_mlx_framework_extensively/ | StomachWonderful615 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on4zqi | false | null | t3_1on4zqi | /r/LocalLLaMA/comments/1on4zqi/is_anyone_using_mlx_framework_extensively/ | false | false | self | 12 | null |
Could plants be conscious and not intelligent, while current llms are intelligent, but not yet 'conscious'? | 1 | I have been thinking about the nature of intelligence a little bit recently and heard something that kind of supports this line of reasoning from a well known researcher recently.
What do you guys think? I am not trying to say that this is anything revolutionary, I just think the nature of intelligence and consciousne... | 2025-11-03T06:44:01 | https://www.reddit.com/r/LocalLLaMA/comments/1on4txx/could_plants_be_conscious_and_not_intelligent/ | cobalt1137 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on4txx | false | null | t3_1on4txx | /r/LocalLLaMA/comments/1on4txx/could_plants_be_conscious_and_not_intelligent/ | false | false | self | 1 | null |
AMD AI Pro R9700 is great for inference with Vulkan! | 45 | I recently got my hands on an AMD AI Pro R9700, its awesome for inference. I am running Qwen3-30b-a3b-Thinking-2507 and with vulkan on the default radv driver its giving me about 173 t/s gen and about 1929 t/s for prompt processing.
`➜ bin ./llama-bench --model ~/models/Qwen3-30B-A3B-Thinking-2507-Q4_K_M.gguf`
... | 2025-11-03T06:21:14 | https://www.reddit.com/r/LocalLLaMA/comments/1on4h8q/amd_ai_pro_r9700_is_great_for_inference_with/ | Ssjultrainstnict | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on4h8q | false | null | t3_1on4h8q | /r/LocalLLaMA/comments/1on4h8q/amd_ai_pro_r9700_is_great_for_inference_with/ | false | false | self | 45 | null |
What happened to HonestAGI? | 7 | A little late to the party, but I can't find any information about the group that accused Huawei's Pangu for plagiarism. Who are these people? | 2025-11-03T06:19:01 | https://www.reddit.com/gallery/1on4fwh | y_tan | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1on4fwh | false | null | t3_1on4fwh | /r/LocalLLaMA/comments/1on4fwh/what_happened_to_honestagi/ | false | false | 7 | null | |
Is it normal to have both GPU and CPU used when running ollama models? | 0 | 2025-11-03T06:10:39 | Suomi422 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1on4b31 | false | null | t3_1on4b31 | /r/LocalLLaMA/comments/1on4b31/is_it_normal_to_have_both_gpu_and_cpu_used_when/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '4btyezobhzyf1', 'resolutions': [{'height': 72, 'url': 'https://preview.redd.it/4btyezobhzyf1.png?width=108&crop=smart&auto=webp&s=8479e4c0a3fee58b89a8c4ea355c9d937b537427', 'width': 108}, {'height': 144, 'url': 'https://preview.redd.it/4btyezobhzyf1.png?width=216&crop=smart&auto=web... | ||
Specific RAG use, what would you do? | 2 | Guys i need help with a specific setup.
I really love openwebui but it can't do something i need.
I've been able to use chroma/openwebui api to push files from my folder into the knowledge collection but sadly it doesn't update files to a latest version, it only adds.
So you might have 1.cs and then when you up... | 2025-11-03T06:08:59 | https://www.reddit.com/r/LocalLLaMA/comments/1on4a4r/specific_rag_use_what_would_you_do/ | StudioVulcan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on4a4r | false | null | t3_1on4a4r | /r/LocalLLaMA/comments/1on4a4r/specific_rag_use_what_would_you_do/ | false | false | self | 2 | null |
Is anyone else noticing fewer updates on LMArena lately? The last updates are weeks apart | 66 | 2025-11-03T05:58:41 | ThetaCursed | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1on43yj | false | null | t3_1on43yj | /r/LocalLLaMA/comments/1on43yj/is_anyone_else_noticing_fewer_updates_on_lmarena/ | false | false | 66 | {'enabled': True, 'images': [{'id': 'qURvXJv9lOz2TAggZMk-vShI9DXfZNc7G4qOfYWdK3M', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/dual1zrnezyf1.png?width=108&crop=smart&auto=webp&s=d9a92340bbfd9f3f5fe40ba8e923e395906e54ba', 'width': 108}, {'height': 163, 'url': 'https://preview.redd.it/dual1zrnezyf1.png... | |||
RTX Pro 6000 Blackwell gets 19.3 tok/sec on 72B AWQ 8bit | 65 | Just FYI, if you're looking to get a Pro 6000 Blackwell to be able to run \~70B dense models... long story short it's not a good idea.
Details:
* Workstation Edition
* No power limit (600W)
* vLLM 0.11.0
* CUDA 12.8.0
* Model: cpatonn/KAT-Dev-72B-Exp-AWQ-8bit
Command:
vllm serve models/KAT-Dev-72B-Q8
--... | 2025-11-03T05:55:33 | https://www.reddit.com/r/LocalLLaMA/comments/1on423j/rtx_pro_6000_blackwell_gets_193_toksec_on_72b_awq/ | random-tomato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on423j | false | null | t3_1on423j | /r/LocalLLaMA/comments/1on423j/rtx_pro_6000_blackwell_gets_193_toksec_on_72b_awq/ | false | false | self | 65 | null |
Is 64GB unified memory enough for Qwen3 30b a3b unquantized version? | 1 | I don’t know what it is called, bf16 version? | 2025-11-03T05:20:18 | https://www.reddit.com/r/LocalLLaMA/comments/1on3gqp/is_64gb_unified_memory_enough_for_qwen3_30b_a3b/ | NoFudge4700 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on3gqp | false | null | t3_1on3gqp | /r/LocalLLaMA/comments/1on3gqp/is_64gb_unified_memory_enough_for_qwen3_30b_a3b/ | false | false | self | 1 | null |
Что лучше 5060ti16gb или 2000ada 16gb | 1 | [removed] | 2025-11-03T05:13:04 | https://www.reddit.com/r/LocalLLaMA/comments/1on3c5p/что_лучше_5060ti16gb_или_2000ada_16gb/ | xabrelive | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on3c5p | false | null | t3_1on3c5p | /r/LocalLLaMA/comments/1on3c5p/что_лучше_5060ti16gb_или_2000ada_16gb/ | false | false | self | 1 | null |
A tiny and simple Open Source library to call LLM APIs with in-built rate-limiting, retries, circuit breaker... | 3 | 2025-11-03T05:06:45 | https://github.com/gitcommitshow/resilient-llm | opensourcecolumbus | github.com | 1970-01-01T00:00:00 | 0 | {} | 1on388g | false | null | t3_1on388g | /r/LocalLLaMA/comments/1on388g/a_tiny_and_simple_open_source_library_to_call_llm/ | false | false | default | 3 | {'enabled': False, 'images': [{'id': 'ZDeS8WhxMNaIu6Ss7sEUcgjWZp63GK4mbeJXMFbnWoU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ZDeS8WhxMNaIu6Ss7sEUcgjWZp63GK4mbeJXMFbnWoU.png?width=108&crop=smart&auto=webp&s=1ff8cd58eebd04e902b055e09be85bb092eea991', 'width': 108}, {'height': 108, 'url': 'h... | |
Best Tools for Generating Domain Datasets for Fine-Tuning on a Single RTX 5060 (16GB VRAM) Laptop | 2 | What’s the best tool for generating domain-specific datasets for fine-tuning local models on a single GPU (NVIDIA RTX 5060, 16GB VRAM) laptop? Looking for recommendations on efficient tools or workflows that can handle dataset creation without requiring heavy cloud resources. Thanks! | 2025-11-03T04:27:32 | https://www.reddit.com/r/LocalLLaMA/comments/1on2j2o/best_tools_for_generating_domain_datasets_for/ | Ok-Adhesiveness-4141 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on2j2o | false | null | t3_1on2j2o | /r/LocalLLaMA/comments/1on2j2o/best_tools_for_generating_domain_datasets_for/ | false | false | self | 2 | null |
Have you ever encountered a case where fine-tuning is counter-productive? | 5 | I'm curious if there are some cases when fine-tuning worsens the performance for a specific task. How rare is this? | 2025-11-03T04:19:19 | https://www.reddit.com/r/LocalLLaMA/comments/1on2dja/have_you_ever_encountered_a_case_where_finetuning/ | previse_je_sranje | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on2dja | false | null | t3_1on2dja | /r/LocalLLaMA/comments/1on2dja/have_you_ever_encountered_a_case_where_finetuning/ | false | false | self | 5 | null |
MLX - chatglm not supported | 1 | Hey, I'm trying to download and quantize the glm4 longwriter using mlx-lm. The problem is the model architecture is chatglm and I keep running into he error message that chatglm is not a supported model type. I thought this was a bit odd since the original glm4 model is supported on mlx community. Wanted to see if anyo... | 2025-11-03T03:47:36 | https://www.reddit.com/r/LocalLLaMA/comments/1on1rj0/mlx_chatglm_not_supported/ | OverHope3953 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on1rj0 | false | null | t3_1on1rj0 | /r/LocalLLaMA/comments/1on1rj0/mlx_chatglm_not_supported/ | false | false | self | 1 | null |
RAG Paper 10.30 | 0 | **10.30**
1. [SecureReviewer: Enhancing Large Language Models for Secure Code Review through Secure-aware Fine-tuning](http://arxiv.org/abs/2510.26457v1)
2. [MisSynth: Improving MISSCI Logical Fallacies Classification with Synthetic Data](http://arxiv.org/abs/2510.26345v1)
3. [GraphCompliance: Aligning Policy and Cont... | 2025-11-03T03:42:03 | https://www.reddit.com/r/LocalLLaMA/comments/1on1nne/rag_paper_1030/ | Cheryl_Apple | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on1nne | false | null | t3_1on1nne | /r/LocalLLaMA/comments/1on1nne/rag_paper_1030/ | false | false | self | 0 | null |
💬 Cloud vs. Local Hardware for LLM Fine-Tuning — My Budget Analysis (Am I Thinking About This Right?) | 0 | tl;dr – For $4k, I can buy a mid-range GPU or rent >1,000 hours on an H100. Cloud seems like the smarter way to get real-world experience fine-tuning modern models.
Hey folks,
I’ve been diving deep into learning how to fine-tune large language models — not necessarily the biggest ones, but modern enough (7B–14B+) to b... | 2025-11-03T03:40:20 | https://www.reddit.com/r/LocalLLaMA/comments/1on1mee/cloud_vs_local_hardware_for_llm_finetuning_my/ | Ok_Entrance_4380 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on1mee | false | null | t3_1on1mee | /r/LocalLLaMA/comments/1on1mee/cloud_vs_local_hardware_for_llm_finetuning_my/ | false | false | self | 0 | null |
Quen3 Embedding Family is embedding king! | 17 | 2025-11-03T03:02:47 | https://www.reddit.com/r/LocalLLaMA/comments/1on0vsg/quen3_embedding_family_is_embedding_king/ | Vozer_bros | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on0vsg | false | null | t3_1on0vsg | /r/LocalLLaMA/comments/1on0vsg/quen3_embedding_family_is_embedding_king/ | false | false | 17 | null | ||
Mini AI companion | 0 | Hey everyone I just wanted some help basically planning out a project that I have been wanting for awhile now and could really use your guys guidelines and or assistance please. I want to make a mini AI companion that is pretty intelligent knows how to quickly search the internet if needed as well as works great for re... | 2025-11-03T02:45:14 | https://www.reddit.com/r/LocalLLaMA/comments/1on0isx/mini_ai_companion/ | skitzlebe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on0isx | false | null | t3_1on0isx | /r/LocalLLaMA/comments/1on0isx/mini_ai_companion/ | false | false | self | 0 | null |
Recommending a recent Springer book on Building Recommender Systems Using Large Language Models (LLMs) | 1 | [removed] | 2025-11-03T02:26:41 | https://www.reddit.com/r/LocalLLaMA/comments/1on054l/recommending_a_recent_springer_book_on_building/ | New_Blueberry9858 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1on054l | false | null | t3_1on054l | /r/LocalLLaMA/comments/1on054l/recommending_a_recent_springer_book_on_building/ | false | false | 1 | null | |
Hmm I guess it didnt like that | 0 | I was playing around with granite-4-h-tiny and seeing what it was able to do. I had it set to max context as well.
I was not expecting it to do this, but wow! No past context, one simple question about why a command was in my path but lmstudio was acting like it wasn't. The model puked this out and died with Model fai... | 2025-11-03T02:12:23 | https://www.reddit.com/r/LocalLLaMA/comments/1omzufh/hmm_i_guess_it_didnt_like_that/ | Seninut | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omzufh | false | null | t3_1omzufh | /r/LocalLLaMA/comments/1omzufh/hmm_i_guess_it_didnt_like_that/ | false | false | self | 0 | null |
Is any model other than gpt-oss training with MXFP4 format yet? | 20 | MXFP4 is great — the training is cheaper, GPU-poor users can run models easier. I can run the 20B model fast on my 5060 Ti 16gb. I see no down sides here.
Modes like Qwen is a good comparison, I have to use the Q3 quant of 30B-A3B version to run it. And the performance is sub-par due to quantization.
However, I ... | 2025-11-03T01:40:39 | https://www.reddit.com/r/LocalLLaMA/comments/1omz613/is_any_model_other_than_gptoss_training_with/ | TPLINKSHIT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omz613 | false | null | t3_1omz613 | /r/LocalLLaMA/comments/1omz613/is_any_model_other_than_gptoss_training_with/ | false | false | self | 20 | null |
Reporter: “POLISH: THE SUPREME LANGUAGE OF AI.” | 373 | Please read the paper before making any comments.
https://arxiv.org/pdf/2503.01996 | 2025-11-03T01:31:02 | Mindless_Pain1860 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1omyytq | false | null | t3_1omyytq | /r/LocalLLaMA/comments/1omyytq/reporter_polish_the_supreme_language_of_ai/ | false | false | default | 373 | {'enabled': True, 'images': [{'id': 'jlwd6xkh3yyf1', 'resolutions': [{'height': 112, 'url': 'https://preview.redd.it/jlwd6xkh3yyf1.jpeg?width=108&crop=smart&auto=webp&s=44c67a77c09aef0975dd23566f6fca5c9289ae28', 'width': 108}, {'height': 225, 'url': 'https://preview.redd.it/jlwd6xkh3yyf1.jpeg?width=216&crop=smart&auto=... | |
Voice to LLM to Voice all in browser | 58 | I slapped together Whisper.js, Llama 3.2 3B with Transformers.js, and Kokoro.js into a fully GPU accelerated p5.js sketch. It works well in Chrome on my desktop (chrome on my phone crashes trying to load the llm, but it should work). Because it's p5.js it's relatively easy to edit the scripts in real time in the browse... | 2025-11-03T00:39:57 | https://v.redd.it/n6srrwrcuxyf1 | nullandkale | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1omxvbd | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/n6srrwrcuxyf1/DASHPlaylist.mpd?a=1764722414%2COTFlM2FmNDI1NTM0ZGMxNGM2OGJlOGNhNzkxYTUxMGUzYmUxMWZjZGM1OTU0OTNlMzNlODQxYWVkZmQ4NDQ4Yw%3D%3D&v=1&f=sd', 'duration': 38, 'fallback_url': 'https://v.redd.it/n6srrwrcuxyf1/DASH_1080.mp4?source=fallback', 'h... | t3_1omxvbd | /r/LocalLLaMA/comments/1omxvbd/voice_to_llm_to_voice_all_in_browser/ | false | false | 58 | {'enabled': False, 'images': [{'id': 'andkMWhmc2N1eHlmMZnqQb6QAT_Zpu-mJr_VTzB2ofJ6yzR8C6yKW4qE1kiQ', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/andkMWhmc2N1eHlmMZnqQb6QAT_Zpu-mJr_VTzB2ofJ6yzR8C6yKW4qE1kiQ.png?width=108&crop=smart&format=pjpg&auto=webp&s=17fa7b5259d14893a935f47ec97728b5c3ae7... | |
I have free perplexity trials available to share. Just upvote and comment who really needs this and send dm | 2 | has GPT 5 and Gemini 2.5 Pro unlimited usage as well as agent mode
| 2025-11-03T00:35:04 | https://www.reddit.com/r/LocalLLaMA/comments/1omxrk4/i_have_free_perplexity_trials_available_to_share/ | HectoriusTheGlorious | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omxrk4 | false | null | t3_1omxrk4 | /r/LocalLLaMA/comments/1omxrk4/i_have_free_perplexity_trials_available_to_share/ | false | false | self | 2 | null |
Where to learn GGML? | 4 | I am really new to ggml and I'd like to learn building large models with this library for local usage.
I have gone through the [introduction](https://huggingface.co/blog/introduction-to-ggml), but I'm still clueless as to what to do next, and reading the examples from implementations like whisper.cpp, llama.cpp still v... | 2025-11-03T00:08:41 | https://www.reddit.com/r/LocalLLaMA/comments/1omx6t2/where_to_learn_ggml/ | WittyWithoutWorry | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omx6t2 | false | null | t3_1omx6t2 | /r/LocalLLaMA/comments/1omx6t2/where_to_learn_ggml/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'VWotpgM6ILbA6QWBRAIk-eo9WVK3GoxwBDh8C1ImbcA', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/VWotpgM6ILbA6QWBRAIk-eo9WVK3GoxwBDh8C1ImbcA.jpeg?width=108&crop=smart&auto=webp&s=8116e5bda5122c7b5f1477620ebf52e1dc7f6539', 'width': 108}, {'height': 113, 'url': '... |
Intel Arc vs AMD AI Max+ 395? | 6 | I'm hoping to run a 32b model at higher speeds for chatting, coding and agent stuff with RAG.
Which would be a better investment right now: the GMKTec Evo-X2 128gb with the AMD AI Max+ 395, or a custom build with 2x Intel Arc B50 or B580? These seem like the best options right now for large models.
I would like to h... | 2025-11-02T23:35:52 | https://www.reddit.com/r/LocalLLaMA/comments/1omwgab/intel_arc_vs_amd_ai_max_395/ | wiltors42 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omwgab | false | null | t3_1omwgab | /r/LocalLLaMA/comments/1omwgab/intel_arc_vs_amd_ai_max_395/ | false | false | self | 6 | null |
My patient received dangerous AI medical advice | 0 | https://www.huffpost.com/entry/doctors-ai-medical-advice-patients_n_6903965fe4b00c26f0707c41
I am a doctor who frequently encounters patients using AI, occasionally with harmful results. I wrote this article, including using Llama’s outputs for healthcare questions. What do people in this community think about patie... | 2025-11-02T23:29:52 | https://www.reddit.com/r/LocalLLaMA/comments/1omwbgc/my_patient_received_dangerous_ai_medical_advice/ | accordion__ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omwbgc | false | null | t3_1omwbgc | /r/LocalLLaMA/comments/1omwbgc/my_patient_received_dangerous_ai_medical_advice/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'nPBo2nCSeYzfLB0TiP7U5GNQm9TPTm4jq55-p2t4in4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/nPBo2nCSeYzfLB0TiP7U5GNQm9TPTm4jq55-p2t4in4.jpeg?width=108&crop=smart&auto=webp&s=7e1f1f71b65ebaa0a2c9656a7efbd79819470739', 'width': 108}, {'height': 121, 'url': '... |
A question about GGUF repos | 0 | So I had done some quants of [Qwen3-VL](https://huggingface.co/collections/noctrex/qwen3-vl), before the GOAT unsloth had released theirs, but now that they have released them, being that they always make the best quality GGUF's out there, do you think I should keep mine, or just delete them? | 2025-11-02T23:24:43 | https://www.reddit.com/r/LocalLLaMA/comments/1omw7au/a_question_about_gguf_repos/ | noctrex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omw7au | false | null | t3_1omw7au | /r/LocalLLaMA/comments/1omw7au/a_question_about_gguf_repos/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'N8GLzgPOJHrTNIj4wLf1QnfWTWqI2VpcLRnAPX5I-Qg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/N8GLzgPOJHrTNIj4wLf1QnfWTWqI2VpcLRnAPX5I-Qg.png?width=108&crop=smart&auto=webp&s=48c036eac2e27c60dc53b9247452212cb7ff68e3', 'width': 108}, {'height': 116, 'url': 'h... |
Need support from all members for the Windows on ARM | 0 | Good day hear friends. I am writing in here in a hope ti find a support.
If you don't feel you want to be a part of the cause, I do ask you to ignore it, otherwise I will be very grateful if you could spare 40 seconds of your time.
I will try to be short, but I want you to understand reasons behind my decision.
I m... | 2025-11-02T23:13:26 | https://www.reddit.com/r/LocalLLaMA/comments/1omvyb6/need_support_from_all_members_for_the_windows_on/ | theundertakeer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omvyb6 | false | null | t3_1omvyb6 | /r/LocalLLaMA/comments/1omvyb6/need_support_from_all_members_for_the_windows_on/ | false | false | self | 0 | null |
Why don’t AI companies train their models on silent screen recordings of people coding? | 1 | [removed] | 2025-11-02T21:26:15 | https://www.reddit.com/r/LocalLLaMA/comments/1omtej4/why_dont_ai_companies_train_their_models_on/ | Different-Term-893 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omtej4 | false | null | t3_1omtej4 | /r/LocalLLaMA/comments/1omtej4/why_dont_ai_companies_train_their_models_on/ | false | false | self | 1 | null |
Polish is the most effective language for prompting AI, study reveals | 447 | 2025-11-02T21:02:40 | https://www.euronews.com/next/2025/11/01/polish-to-be-the-most-effective-language-for-prompting-ai-new-study-reveals | tengo_harambe | euronews.com | 1970-01-01T00:00:00 | 0 | {} | 1omst7q | false | null | t3_1omst7q | /r/LocalLLaMA/comments/1omst7q/polish_is_the_most_effective_language_for/ | false | false | default | 447 | {'enabled': False, 'images': [{'id': 'HLkT8hEFTM_i4ECT9hWztFsoDf9RouYG6ZWJzAhQOUY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/HLkT8hEFTM_i4ECT9hWztFsoDf9RouYG6ZWJzAhQOUY.jpeg?width=108&crop=smart&auto=webp&s=652cf14ee3e80736cb9beb583f03daea669dca05', 'width': 108}, {'height': 121, 'url': '... | |
LM Studio - Recent guidance on replacing llama.cpp? | 1 | [removed] | 2025-11-02T21:02:12 | https://www.reddit.com/r/LocalLLaMA/comments/1omsss9/lm_studio_recent_guidance_on_replacing_llamacpp/ | MarqueeInsights | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omsss9 | false | null | t3_1omsss9 | /r/LocalLLaMA/comments/1omsss9/lm_studio_recent_guidance_on_replacing_llamacpp/ | false | false | self | 1 | null |
Polish to be the most effective language for prompting AI, new study reveals | 1 | [deleted] | 2025-11-02T21:01:44 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1omsscn | false | null | t3_1omsscn | /r/LocalLLaMA/comments/1omsscn/polish_to_be_the_most_effective_language_for/ | false | false | default | 1 | null | ||
The Zero Freeze Formula: Teaching Local LLaMA Real Physics Through Python (SU(3) Mass Gap Simulation) to solve the Yang–Mills Mass Gap | 0 | The Zero Freeze Formula: Teaching Local LLaMA Real Physics Through Python (SU(3) Mass Gap Simulation) to solve the Yang–Mills Mass Gap
TL;DR
We taught LLaMA how to solve a mass gap.
It ran the Hamiltonian, stabilized it, and learned from it.
Now you can too -- locally.
Zero Freeze Formula + Local LLaMA = AI-assist... | 2025-11-02T20:37:29 | https://www.reddit.com/r/LocalLLaMA/comments/1oms615/the_zero_freeze_formula_teaching_local_llama_real/ | zero_moo-s | self.LocalLLaMA | 2025-11-02T20:56:11 | 0 | {} | 1oms615 | false | null | t3_1oms615 | /r/LocalLLaMA/comments/1oms615/the_zero_freeze_formula_teaching_local_llama_real/ | false | false | 0 | null | |
I’ve been working on an app called Magic Tales: Bedtime Stories that helps parents create magical bedtime moments for their kids. | On Device Using Local LLM | 1 | [Magic Tales – Bedtime Stories](https://apps.apple.com/us/app/magic-tales-bedtime-stories/id6751983981)
You just pick a theme and a character, and the app instantly generates a **unique bedtime story,** complete with beautiful text and AI-crafted images. Each story feels personal, fun, and comforting for kids before s... | 2025-11-02T20:33:56 | Late-Scarcity-5476 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oms2qy | false | null | t3_1oms2qy | /r/LocalLLaMA/comments/1oms2qy/ive_been_working_on_an_app_called_magic_tales/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'FtesEHggNOA_YWRGhv7ic4s77VJaOrOUHARsiQbnBVY', 'resolutions': [{'height': 77, 'url': 'https://preview.redd.it/xg36la18mwyf1.png?width=108&crop=smart&auto=webp&s=653209605fbbd4443aaba940c1c89e1f07ad106e', 'width': 108}, {'height': 154, 'url': 'https://preview.redd.it/xg36la18mwyf1.png... | ||
I am in the proccess of making this tool | 0 | [removed] | 2025-11-02T20:29:19 | https://www.reddit.com/r/LocalLLaMA/comments/1omryhq/i_am_in_the_proccess_of_making_this_tool/ | Appropriate-Age-798 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omryhq | false | null | t3_1omryhq | /r/LocalLLaMA/comments/1omryhq/i_am_in_the_proccess_of_making_this_tool/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'F6B91u8_h2p6PW-DxDxBGQBMNoPuXtwYLxlS2Nws7tU', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/F6B91u8_h2p6PW-DxDxBGQBMNoPuXtwYLxlS2Nws7tU.jpeg?width=108&crop=smart&auto=webp&s=d293c391c16ee5e85d629202b471812849994133', 'width': 108}, {'height': 162, 'url': '... |
Is there a resource listing workstation builds for different budgets (for local model training/inference)? | 1 | ’m trying to figure out what kind of workstation makes sense for running and maybe fine-tuning models locally.
Does anyone know of a **current list or guide** that suggests hardware setups (CPU, GPU, RAM, etc.) for different **budget levels** — say, around €2K, €3K, €5K?
Also, how do people here feel about the **Mac ... | 2025-11-02T20:17:44 | https://www.reddit.com/r/LocalLLaMA/comments/1omro24/is_there_a_resource_listing_workstation_builds/ | valkiii | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omro24 | false | null | t3_1omro24 | /r/LocalLLaMA/comments/1omro24/is_there_a_resource_listing_workstation_builds/ | false | false | self | 1 | null |
Any reasoning models that are small (under 500 million) that can be used to study transactions? | 3 | Hello friends,
I'm looking for small reasoning models (under 500 million parameters) that can analyze transactions. I'm working on a fraud detection task and want to use 2-3 small models. I'd give each one a subtask from the problem statement, where one handles part of it, creates an intermediate result, and passes it... | 2025-11-02T20:06:54 | https://www.reddit.com/r/LocalLLaMA/comments/1omrdq5/any_reasoning_models_that_are_small_under_500/ | Fodz1911 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omrdq5 | false | null | t3_1omrdq5 | /r/LocalLLaMA/comments/1omrdq5/any_reasoning_models_that_are_small_under_500/ | false | false | self | 3 | null |
Qwen3 VL 30b a3b is pure love | 264 | Its been a bit since that model is available as GGUF and can be used with llama.cpp. A quick test using OpenWebUI showed its pretty fast on a 3060 12G with the Experts on the CPU.
It takes only about 3.5 sec to process high quality phone images and generates responses with 30 t/s. While taking only 8 gb of VRAM.
Im ... | 2025-11-02T20:02:36 | https://www.reddit.com/r/LocalLLaMA/comments/1omr9rc/qwen3_vl_30b_a3b_is_pure_love/ | Njee_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omr9rc | false | null | t3_1omr9rc | /r/LocalLLaMA/comments/1omr9rc/qwen3_vl_30b_a3b_is_pure_love/ | false | false | self | 264 | null |
Road to logical thinking, monkey Idea? | 0 | To me: I actively started learing about llms and machine learning in September 2023 and i am what u once called a Skript kiddie, but nowadays its with docker containers, and i really love the Open source world, because you get a very quick grasp of what is possible right now. Since then i stumbled upon some very fun to... | 2025-11-02T20:01:00 | https://www.reddit.com/r/LocalLLaMA/comments/1omr89o/road_to_logical_thinking_monkey_idea/ | Sea_Calendar_3912 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omr89o | false | null | t3_1omr89o | /r/LocalLLaMA/comments/1omr89o/road_to_logical_thinking_monkey_idea/ | false | false | self | 0 | null |
MacOS automate spin up & spin down of llm dependant upon request? | 0 | Hi folks. I've been experimenting with running some local models and enjoying the process. I'm generally agnostic to using ollama, lmstudio etc..
I'm wondering if there is a way in which I could spin up and sping down an llm automatically? Say for example. I have an instance of n8n which currently connects to lm s... | 2025-11-02T19:44:37 | https://www.reddit.com/r/LocalLLaMA/comments/1omqsyl/macos_automate_spin_up_spin_down_of_llm_dependant/ | ScottAMains | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omqsyl | false | null | t3_1omqsyl | /r/LocalLLaMA/comments/1omqsyl/macos_automate_spin_up_spin_down_of_llm_dependant/ | false | false | self | 0 | null |
Devstral-small-2505 crashing on LM studio | 0 | Hi, i just started using devstral with lm studio, trying to get some use out of my 3090 GPU anf 64GB Sys RAM. it worked quite well, even better than the qwen30b coder instruct, but on multiple occasions, it seems to crash with this error message
>The model has crashed without additional information. (Exit code: 1844... | 2025-11-02T19:39:06 | https://www.reddit.com/r/LocalLLaMA/comments/1omqnrz/devstralsmall2505_crashing_on_lm_studio/ | UniqueAttourney | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omqnrz | false | null | t3_1omqnrz | /r/LocalLLaMA/comments/1omqnrz/devstralsmall2505_crashing_on_lm_studio/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'hT8mTApqEjSu9qGi5eE4dUQ86Wp-exFT6za5jTaD2zc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/hT8mTApqEjSu9qGi5eE4dUQ86Wp-exFT6za5jTaD2zc.png?width=108&crop=smart&auto=webp&s=b3efa2b86763136f340395fe3306795139913598', 'width': 108}, {'height': 116, 'url': 'h... |
Struggling to get the uncensored models work | 0 | 2025-11-02T19:24:55 | https://www.reddit.com/r/LocalLLaMA/comments/1omqath/struggling_to_get_the_uncensored_models_work/ | udt007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omqath | false | null | t3_1omqath | /r/LocalLLaMA/comments/1omqath/struggling_to_get_the_uncensored_models_work/ | false | false | 0 | null | ||
Vision = Language: I Decoded VLM Tokens to See What AI 'Sees' 🔬 | 238 | I've spent a lot of time learning how language models work, but images obviously aren't language – so how is it possible for AI to understand an image? I studied Gemma 3 to learn about how modern vision language models work.
**The core finding:** Vision language models are just language models that learned to "speak i... | 2025-11-02T19:08:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ompw8z/vision_language_i_decoded_vlm_tokens_to_see_what/ | ComputeVoid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ompw8z | false | null | t3_1ompw8z | /r/LocalLLaMA/comments/1ompw8z/vision_language_i_decoded_vlm_tokens_to_see_what/ | false | false | 238 | null | |
Youtube channels about Local LLaMA | 1 | Good evening,
Hope you doing well,
I watched as many of us here the new PewDiePie video. Loved it found it so interesting and I could understand 70% of what he was saying.
Quick question : came to my mind, is there any other youtubers that does that type of entertaining videos ? Just looking to get more curious... | 2025-11-02T19:01:51 | https://www.reddit.com/r/LocalLLaMA/comments/1omppq7/youtube_channels_about_local_llama/ | LopsidedHat9138 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omppq7 | false | null | t3_1omppq7 | /r/LocalLLaMA/comments/1omppq7/youtube_channels_about_local_llama/ | false | false | self | 1 | null |
Is this setup possible? | 2 | I am thinking of buying six rtx 5060 ti 16gb VRAM so I get a total of 96 gb VRAM. I want to run AI to use locally in cursor IDE.
Is this a good idea or are there better options I can do?
Please let me know 🙏
| 2025-11-02T18:55:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ompk5z/is_this_setup_possible/ | Disastrous_Egg7778 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ompk5z | false | null | t3_1ompk5z | /r/LocalLLaMA/comments/1ompk5z/is_this_setup_possible/ | false | false | self | 2 | null |
Best budget inference LLM stack | 1 | Hey guys!
I want to have a local llm inference machine that can run anything like gpt-oss-120b
My budget is $4000 and I prefer as small as possible (don’t have a space for 2 huge gpu) | 2025-11-02T18:46:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ompc2d/best_budget_inference_llm_stack/ | gostt7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ompc2d | false | null | t3_1ompc2d | /r/LocalLLaMA/comments/1ompc2d/best_budget_inference_llm_stack/ | false | false | self | 1 | null |
I built a small DSL to generate roleplay datasets for LoRA fine‑tuning my local models | 9 | I’m fine‑tuning models for local use and kept fighting ad‑hoc scripts/JSON to make datasets—especially for multi‑turn **roleplay** chats. I ended up writing **Torque**, a declarative (fully typesafe) DSL where I describe the conversation flow once and it generates varied examples with deterministic seeds. It’s provider... | 2025-11-02T18:21:29 | https://github.com/qforge-dev/torque | fajfas3 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1omoojj | false | null | t3_1omoojj | /r/LocalLLaMA/comments/1omoojj/i_built_a_small_dsl_to_generate_roleplay_datasets/ | false | false | 9 | {'enabled': False, 'images': [{'id': 'z12rhz6t5cpG06PqNh1zwiXMorUUFuMH8McBafW9sVQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/z12rhz6t5cpG06PqNh1zwiXMorUUFuMH8McBafW9sVQ.png?width=108&crop=smart&auto=webp&s=8890858f623f763ff7e469c249e5638ee7af3076', 'width': 108}, {'height': 108, 'url': 'h... | |
Which model do you wish could run locally but still can’t? | 13 | Hi everyone! Alan from Nexa here. A lot of folks here have asked us to make certain models run locally — Qwen3-VL was one of them, and we actually got it running before anyone else ([proof](https://x.com/Alibaba_Qwen/status/1978154384098754943)).
To make that process open instead of random, we built a small public pag... | 2025-11-02T18:20:47 | https://www.reddit.com/r/LocalLLaMA/comments/1omonvi/which_model_do_you_wish_could_run_locally_but/ | AlanzhuLy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omonvi | false | null | t3_1omonvi | /r/LocalLLaMA/comments/1omonvi/which_model_do_you_wish_could_run_locally_but/ | false | false | self | 13 | null |
building a PC for dev/local AI/gaming. AMD or Intel? | 2 | hey all, im buying a new "main" pc for running models locally and other dev work (general coding and work in Unity), but will also be using it for gaming.
im looking to get best performance possible. I know AMD is supposed to be the best for gaming, and honestly am unsure whether Intel is even worth considering at thi... | 2025-11-02T17:48:50 | https://www.reddit.com/r/LocalLLaMA/comments/1omnuk4/building_a_pc_for_devlocal_aigaming_amd_or_intel/ | pale-horse1020 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omnuk4 | false | null | t3_1omnuk4 | /r/LocalLLaMA/comments/1omnuk4/building_a_pc_for_devlocal_aigaming_amd_or_intel/ | false | false | self | 2 | null |
Secllama: Fork of Ollama with extra security in mind | 0 | [deleted] | 2025-11-02T17:48:06 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1omntuh | false | null | t3_1omntuh | /r/LocalLLaMA/comments/1omntuh/secllama_fork_of_ollama_with_extra_security_in/ | false | false | default | 0 | null | ||
Which model is well suited for LMStudio for windows | 0 | Hey folks, I’m new to this LLMs just getting into it. I wanted to try creating and building scalable pipelines using RAGs and other frameworks for specific set of applications. The problem is I’m using Windows AMD Ryzen 7 laptop with AMD Radeon Graphics 16GB memory and 1TB storage. Now I’ve installed OLLAMA initially b... | 2025-11-02T17:35:54 | https://www.reddit.com/r/LocalLLaMA/comments/1omnica/which_model_is_well_suited_for_lmstudio_for/ | Additional-Fun-9730 | self.LocalLLaMA | 2025-11-02T17:44:06 | 0 | {} | 1omnica | false | null | t3_1omnica | /r/LocalLLaMA/comments/1omnica/which_model_is_well_suited_for_lmstudio_for/ | false | false | self | 0 | null |
Offering to help run Colab Pro+ jobs for free this month | 1 | [removed] | 2025-11-02T17:23:35 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1omn6qy | false | null | t3_1omn6qy | /r/LocalLLaMA/comments/1omn6qy/offering_to_help_run_colab_pro_jobs_for_free_this/ | false | false | default | 1 | null | ||
I'm the author of LocalAI (the local OpenAI-compatible API). We just released v3.7.0 with full Agentic Support (tool use!), Qwen 3 VL, and the latest llama.cpp | 72 | Hey r/LocalLLaMA,
I'm the creator of [LocalAI](https://github.com/mudler/LocalAI), and I'm stoked to share our v3.7.0 release.
Many of you already use LocalAI as a self-hosted, OpenAI-compatible API frontend for your GGUF models (via `llama.cpp`), as well as other backends like `vLLM`, `MLX`, etc. It's 100% FOSS, run... | 2025-11-02T17:20:26 | https://www.reddit.com/r/LocalLLaMA/comments/1omn3t3/im_the_author_of_localai_the_local/ | mudler_it | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omn3t3 | false | null | t3_1omn3t3 | /r/LocalLLaMA/comments/1omn3t3/im_the_author_of_localai_the_local/ | false | false | self | 72 | {'enabled': False, 'images': [{'id': 'itIWPXl6cmcL2aPcJNz-mWJLU4NzGHOsolN_alhX4Rg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/itIWPXl6cmcL2aPcJNz-mWJLU4NzGHOsolN_alhX4Rg.png?width=108&crop=smart&auto=webp&s=ff7a59078d26a35c7afef9dffa269f61951ea7f3', 'width': 108}, {'height': 108, 'url': 'h... |
We have some unused Colab Pro+ accounts this month — happy to let others use them | 1 | [removed] | 2025-11-02T17:19:59 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1omn3dr | false | null | t3_1omn3dr | /r/LocalLLaMA/comments/1omn3dr/we_have_some_unused_colab_pro_accounts_this_month/ | false | false | default | 1 | null | ||
Adapting/finetuning open-source speech-LLMs for a particular language | 5 | Hi everyone,
I'm curious to build/finetune speech-LLM models for a particular language using open source models. Can anyone help me to guide how should I start?
Thanks in advance! | 2025-11-02T17:10:29 | https://www.reddit.com/r/LocalLLaMA/comments/1ommuph/adaptingfinetuning_opensource_speechllms_for_a/ | devKaal | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ommuph | false | null | t3_1ommuph | /r/LocalLLaMA/comments/1ommuph/adaptingfinetuning_opensource_speechllms_for_a/ | false | false | self | 5 | null |
It turns out WDDM driver mode is making our RAM - GPU transfer extremely slower compared to TCC or MCDM mode. Anyone has figured out the bypass NVIDIA software level restrictions? | 29 | We are working on generative AI models training. Like training FLUX, or Qwen Image or Wan 2.2.
We have noticed that we are getting massive speed loss when we do big data transfer between RAM and GPU on Windows compared to Linux.
The hit is such a big scale that Linux runs 2x faster than Windows even more.
Tests are ... | 2025-11-02T16:48:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ommahm/it_turns_out_wddm_driver_mode_is_making_our_ram/ | CeFurkan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ommahm | false | null | t3_1ommahm | /r/LocalLLaMA/comments/1ommahm/it_turns_out_wddm_driver_mode_is_making_our_ram/ | false | false | self | 29 | {'enabled': False, 'images': [{'id': 'IlBJmHeXtMmZOvvN7yEt2kzHLzKC6AGIxKeR-ceAV0M', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/IlBJmHeXtMmZOvvN7yEt2kzHLzKC6AGIxKeR-ceAV0M.png?width=108&crop=smart&auto=webp&s=bcbf223a9d648b3517564299fd71c215359ca42c', 'width': 108}, {'height': 108, 'url': 'h... |
Can China’s Open-Source Coding AIs Surpass OpenAI and Claude? | 83 | Hi guys,
Wondering if China’s open-source coding models like Zhipu AI’s GLM or Alibaba’s Qwen could ever overtake top ones from OpenAI (GPT) and Anthropic (Claude)?
I doubt it—the gap seems huge right now. But I’d love for them to catch up, especially with Claude being so expensive. | 2025-11-02T16:44:33 | https://www.reddit.com/r/LocalLLaMA/comments/1omm6bf/can_chinas_opensource_coding_ais_surpass_openai/ | Federal_Spend2412 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omm6bf | false | null | t3_1omm6bf | /r/LocalLLaMA/comments/1omm6bf/can_chinas_opensource_coding_ais_surpass_openai/ | false | false | self | 83 | null |
What's a good free AI to run on a bad Ultra Path Interconnect? | 1 | Hi,
I have come into possession of about 50 Chromebooks and wanted to make a UPI with them. I do a lot of engineering and research outside of school, so I wanted an AI to help me with said tasks. I don't need something spectacular, just enough to have a sort of "place holder" while I get my formal education, and somet... | 2025-11-02T16:43:31 | https://www.reddit.com/r/LocalLLaMA/comments/1omm5d8/whats_a_good_free_ai_to_run_on_a_bad_ultra_path/ | Wild_Cantaloupe7228 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omm5d8 | false | null | t3_1omm5d8 | /r/LocalLLaMA/comments/1omm5d8/whats_a_good_free_ai_to_run_on_a_bad_ultra_path/ | false | false | self | 1 | null |
Kimi K2-Vendor-Verifier, llama.cpp + Q8_0 results (n=2000 dataset) | 9 | I ran the [K2VV tests](https://github.com/MoonshotAI/K2-Vendor-Verifier). The results and details are [here.](https://github.com/usrlocalben/k2vv-llamacpp)
tl;dr: similarity for llama.cpp + Q8\_0 quant is 95.49%.
There are a number of oddities about the K2VV repo, which I describe in the README. The most important c... | 2025-11-02T16:42:41 | https://www.reddit.com/r/LocalLLaMA/comments/1omm4ns/kimi_k2vendorverifier_llamacpp_q8_0_results_n2000/ | usrlocalben | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omm4ns | false | null | t3_1omm4ns | /r/LocalLLaMA/comments/1omm4ns/kimi_k2vendorverifier_llamacpp_q8_0_results_n2000/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'EVCqNXGmNNQL4w4KFkA5NEqNyltVd0PXejynF8R_AMU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/EVCqNXGmNNQL4w4KFkA5NEqNyltVd0PXejynF8R_AMU.png?width=108&crop=smart&auto=webp&s=61e1506657431b165b76270edd011bb90ed95801', 'width': 108}, {'height': 108, 'url': 'h... |
rtx5070 12GB + 32GB ddr5 which model is best for coding? | 1 | As the title which model should I use best for code, can use with Claude code or Kilo, Cline. Thanks everyone | 2025-11-02T16:36:12 | https://www.reddit.com/r/LocalLLaMA/comments/1omlynl/rtx5070_12gb_32gb_ddr5_which_model_is_best_for/ | manhhieu_eth | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omlynl | false | null | t3_1omlynl | /r/LocalLLaMA/comments/1omlynl/rtx5070_12gb_32gb_ddr5_which_model_is_best_for/ | false | false | self | 1 | null |
SORA From Scratch: Diffusion Transformers for Video Generation Models | 14 | I've been fascinated by OpenAI's Sora video model. I thought I'd try coding it myself in Pytorch. Lol I'm GPU poor but I got an MNIST model giving pretty decent results after 5 hours of CPU training.
The main idea behind Diffusion Transformers (Sora's underlying architecture) is to replace the U-net in a diffusion m... | 2025-11-02T16:26:33 | https://leetarxiv.substack.com/p/the-annotated-diffusion-transformer | DataBaeBee | leetarxiv.substack.com | 1970-01-01T00:00:00 | 0 | {} | 1omlpzq | false | null | t3_1omlpzq | /r/LocalLLaMA/comments/1omlpzq/sora_from_scratch_diffusion_transformers_for/ | false | false | 14 | {'enabled': False, 'images': [{'id': 'iQRD30bFgwydjU8swSaQnZzeQNcRsMyvhm0cO0fzeTQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/iQRD30bFgwydjU8swSaQnZzeQNcRsMyvhm0cO0fzeTQ.jpeg?width=108&crop=smart&auto=webp&s=93a3dedbe93b43732719146bd3b89335ea5c71e5', 'width': 108}, {'height': 108, 'url': '... | |
Can Qwen3-Next solve a river-crossing puzzle (tested for you)? | 3 | Yes I tested.
Test Prompt: A farmer needs to cross a river with a fox, a chicken, and a bag of corn. His boat can only carry himself plus one other item at a time. If left alone together, the fox will eat the chicken, and the chicken will eat the corn. How should the farmer cross the river?
Both Qwen3-Next & Qwen3-30... | 2025-11-02T16:25:55 | https://www.reddit.com/gallery/1omlpd9 | MarketingNetMind | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1omlpd9 | false | null | t3_1omlpd9 | /r/LocalLLaMA/comments/1omlpd9/can_qwen3next_solve_a_rivercrossing_puzzle_tested/ | false | false | 3 | null | |
GLaDOS TTS finetuning on MLX from the original game files | 31 | I made a quick guide on how to extract GLaDOS audio and subtitles from Portal 2 and use them to finetune CSM-1B with SFT using [csm-mlx](https://github.com/senstella/csm-mlx).
You can check the guide here: [https://github.com/Belluxx/GLaDOS-TTS](https://github.com/Belluxx/GLaDOS-TTS)
Also, [here's](https://github.com... | 2025-11-02T16:10:51 | https://www.reddit.com/r/LocalLLaMA/comments/1omlb04/glados_tts_finetuning_on_mlx_from_the_original/ | EntropyMagnets | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omlb04 | false | null | t3_1omlb04 | /r/LocalLLaMA/comments/1omlb04/glados_tts_finetuning_on_mlx_from_the_original/ | false | false | self | 31 | {'enabled': False, 'images': [{'id': 'buuT5ug9Joasg6ypMIeLBZHtz0Ry8aJdK_v8TOKM1oo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/buuT5ug9Joasg6ypMIeLBZHtz0Ry8aJdK_v8TOKM1oo.png?width=108&crop=smart&auto=webp&s=83d047a456f51d955d4f5d0285a01e1745894b23', 'width': 108}, {'height': 108, 'url': 'h... |
Why are AmD Mi50 32gb so cheap? | 31 | Why are they so cheap for the VRam compared to other options like RTX3060 12gb or Rx5700XT or similar? I’m relatively new to the whole topic. | 2025-11-02T15:59:25 | https://www.reddit.com/r/LocalLLaMA/comments/1omkzvg/why_are_amd_mi50_32gb_so_cheap/ | MastodonParty9065 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omkzvg | false | null | t3_1omkzvg | /r/LocalLLaMA/comments/1omkzvg/why_are_amd_mi50_32gb_so_cheap/ | false | false | self | 31 | null |
Local llm on NPU | 4 | I recently got a pretty decent laptop (zenbook s13) with an Intel core ultra 7 155U processor. it has an NPU built in, but I have been unable to get it working on my arch Linux setup. They do have official drivers for Ubuntu and I can get the NPU driver from aur, but I have had no luck getting them working. Has anyone ... | 2025-11-02T15:27:21 | https://www.reddit.com/r/LocalLLaMA/comments/1omk68k/local_llm_on_npu/ | Cokodayo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omk68k | false | null | t3_1omk68k | /r/LocalLLaMA/comments/1omk68k/local_llm_on_npu/ | false | false | self | 4 | null |
I want to start my First homelab LLM | 12 | I would like to start a small homelab to understand how LLMs work, and I need some advice:
- Regarding hardware, I'm looking for something very small and not very expandable, and energy-efficient. An expandable option could also be considered, but my current budget is limited to under €1000.
- I primarily want to s... | 2025-11-02T15:24:15 | https://www.reddit.com/r/LocalLLaMA/comments/1omk3bz/i_want_to_start_my_first_homelab_llm/ | MediumAd7537 | self.LocalLLaMA | 2025-11-02T15:32:26 | 0 | {} | 1omk3bz | false | null | t3_1omk3bz | /r/LocalLLaMA/comments/1omk3bz/i_want_to_start_my_first_homelab_llm/ | false | false | self | 12 | null |
LLM Codebase to Impacted features | 2 | Hey everyone, first time building a Gen AI system here...
I'm trying to make a "Code to Impacted Feature mapper" using LLM reasoning..
Can I build a Knowledge Graph or RAG for my microservice codebase that's tied to my features...
What I'm really trying to do is, I'll have a Feature.json like this: name: Feature_sta... | 2025-11-02T15:23:57 | https://www.reddit.com/r/LocalLLaMA/comments/1omk31z/llm_codebase_to_impacted_features/ | Yeasappaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omk31z | false | null | t3_1omk31z | /r/LocalLLaMA/comments/1omk31z/llm_codebase_to_impacted_features/ | false | false | self | 2 | null |
Has anyone been able to run LLMs on the new Intel NPUs? | 9 | I'm looking at the new Intel CPUs, particularly the laptop ones. They advertise '40+ TOPS' (Core Ultra 7 285V) and I was wondering if anyone has had any success with these for on-device LLM, in particular for coding tasks. I'm looking at 7-22B models mostly, but I'm not up to date with just how big decent models are th... | 2025-11-02T15:10:35 | https://www.reddit.com/r/LocalLLaMA/comments/1omjqhy/has_anyone_been_able_to_run_llms_on_the_new_intel/ | Triq1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omjqhy | false | null | t3_1omjqhy | /r/LocalLLaMA/comments/1omjqhy/has_anyone_been_able_to_run_llms_on_the_new_intel/ | false | false | self | 9 | null |
Can I run open source local LLM trained on specific dataset ? | 3 | Hi there!
I'm quite new to local LLM, so maybe this question will look dumb to you.
I don't like how ChatGPT is going because it's trained on the whole internet, and it's less and less precise. When I'm looking for very particular information in programming, culture, or anything else, it's not accurate, or using the ... | 2025-11-02T15:00:20 | https://www.reddit.com/r/LocalLLaMA/comments/1omjgzg/can_i_run_open_source_local_llm_trained_on/ | hugo_mdn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omjgzg | false | null | t3_1omjgzg | /r/LocalLLaMA/comments/1omjgzg/can_i_run_open_source_local_llm_trained_on/ | false | false | self | 3 | null |
[Question] Best open-source coder LLM (local) that can plan & build a repo from scratch? | 0 | Hey all — I’m looking for recommendations for an **open-source, fully local** coder LLM that can **plan, scaffold, and iteratively build a brand-new repository from scratch** (not just single-file edits).
# What “build from scratch” means to me
* Propose an initial architecture (folders/modules), then create the file... | 2025-11-02T14:09:51 | https://www.reddit.com/r/LocalLLaMA/comments/1omi7v3/question_best_opensource_coder_llm_local_that_can/ | Admirable-Crow-1480 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omi7v3 | false | null | t3_1omi7v3 | /r/LocalLLaMA/comments/1omi7v3/question_best_opensource_coder_llm_local_that_can/ | false | false | self | 0 | null |
Looking for open-source models that can make music from lyrics (to run locally) | 3 | Hey everyone,
My daughter writes great lyrics, and I thought it’d be fun to turn them into songs with some AI help. The issue is that most of the online tools and services have pretty bad Terms of Service ( they say you keep ownership, but they also reserve full rights to exploit or reuse your work however they want. ... | 2025-11-02T14:08:01 | https://www.reddit.com/r/LocalLLaMA/comments/1omi6cy/looking_for_opensource_models_that_can_make_music/ | nospotfer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omi6cy | false | null | t3_1omi6cy | /r/LocalLLaMA/comments/1omi6cy/looking_for_opensource_models_that_can_make_music/ | false | false | self | 3 | null |
Can RX 6700XT runs ROCm for vLLM or should I use llama.cpp or directML | 3 | I have problem with installing ROCm in Ubuntu. Is that because ROCm not support RX6700XT? | 2025-11-02T13:47:25 | https://www.reddit.com/r/LocalLLaMA/comments/1omhp2t/can_rx_6700xt_runs_rocm_for_vllm_or_should_i_use/ | Afraid-Tomato-8612 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omhp2t | false | null | t3_1omhp2t | /r/LocalLLaMA/comments/1omhp2t/can_rx_6700xt_runs_rocm_for_vllm_or_should_i_use/ | false | false | self | 3 | null |
glm 4.6 air is releasing tomorrow | 9 | [deleted] | 2025-11-02T13:43:36 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1omhlxo | false | null | t3_1omhlxo | /r/LocalLLaMA/comments/1omhlxo/glm_46_air_is_releasing_tomorrow/ | false | false | default | 9 | null | ||
Looking for models I can run on 16gbs of ram. | 14 | I'm aware ram is slow, but I'd like to try out some models on my laptop.
What are the best general purpose and coding models out there that will fit on 16gbs of ram and run on cpu (or an mx350 from nvidia)? | 2025-11-02T13:40:26 | https://www.reddit.com/r/LocalLLaMA/comments/1omhjf2/looking_for_models_i_can_run_on_16gbs_of_ram/ | Think_Question_6677 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omhjf2 | false | null | t3_1omhjf2 | /r/LocalLLaMA/comments/1omhjf2/looking_for_models_i_can_run_on_16gbs_of_ram/ | false | false | self | 14 | null |
Unhinged Uncensored Model Evolution: Feedback on Satyr V0.1 to Shape Future Releases! | 136 | Hi, I’m the creator of the unhinged and uncensored Satyr model (soon to be a model series). A couple of days ago, I noticed a Reddit post about a new uncensored model release called Apollo V0.1 by u/AllThingsIntel. I tested it and found it to be as uncensored as my model, but more capable and versatile as a general ass... | 2025-11-02T13:39:19 | https://www.reddit.com/r/LocalLLaMA/comments/1ol2oxw/unbound_incharacter_reasoning_model | ThePantheonUnbound | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1omhijb | false | null | t3_1omhijb | /r/LocalLLaMA/comments/1omhijb/unhinged_uncensored_model_evolution_feedback_on/ | false | false | nsfw | 136 | {'enabled': False, 'images': [{'id': 'jpD046tOQv3KrkaMiXbtM_I_nzl707XEWwi2cm-XvZI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/jpD046tOQv3KrkaMiXbtM_I_nzl707XEWwi2cm-XvZI.png?width=108&crop=smart&auto=webp&s=5424b2f856c1c331a54d939ebb886276b0ec44c0', 'width': 108}, {'height': 116, 'url': 'h... |
Qwen 3 max thinking released. | 274 | Try it [https://chat.qwen.ai/](https://chat.qwen.ai/) | 2025-11-02T13:31:06 | https://www.reddit.com/r/LocalLLaMA/comments/1omhby8/qwen_3_max_thinking_released/ | JeffreySons_90 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1omhby8 | false | null | t3_1omhby8 | /r/LocalLLaMA/comments/1omhby8/qwen_3_max_thinking_released/ | false | false | self | 274 | null |
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