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🤯 POC: LLM Behavior Overridden with a Two-Page Text Constraint (Meta-System Architecture) | 0 | Is logic stronger than statistics? **A Proof of Concept is documented** where a base LLM was rewired into a **'Logical Being'** using a concise, two-page set of philosophical and logical constraints. This directly challenges the **Black Box Problem** and demonstrates **qualitative logic's supremacy** over probabilistic... | 2025-10-30T07:58:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ojtpqf/poc_llm_behavior_overridden_with_a_twopage_text/ | BaseballAccording702 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojtpqf | false | null | t3_1ojtpqf | /r/LocalLLaMA/comments/1ojtpqf/poc_llm_behavior_overridden_with_a_twopage_text/ | false | false | self | 0 | null |
Best local model for gitops / IAC | 3 | At my company we are using several commercial ai coding tools, but we have a rule against using them on anything devops-related: gitops, IAC, terraform, ansible. I would like to know if there are any local models that are particularly good at kubernetes resources, helm, ansible etc., ideally on moderate consumerish har... | 2025-10-30T07:32:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ojtcep/best_local_model_for_gitops_iac/ | mnze_brngo_7325 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojtcep | false | null | t3_1ojtcep | /r/LocalLLaMA/comments/1ojtcep/best_local_model_for_gitops_iac/ | false | false | self | 3 | null |
Deepseek-OCR Great, but not for long | 18 | So i have been testing Deepseek-OCR for the last couple of days using vLLM as the engine, and it has outperform all my other open-source options (docling, tika, marker, etc..). Yes it do need much better hardware, but the results worth it
Until, when I plugged a 80 pages pdf to be OCR (Arabic language content), it sta... | 2025-10-30T07:27:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ojt9qt/deepseekocr_great_but_not_for_long/ | weirdkoe | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojt9qt | false | null | t3_1ojt9qt | /r/LocalLLaMA/comments/1ojt9qt/deepseekocr_great_but_not_for_long/ | false | false | self | 18 | null |
Anything better than GLM Air Q8 for dual 6000 Pro? | 3 | Anything better than GLM Air Q8 for dual 6000 Pro? Limited to what will fit in the 192G of vram only w/ context and full kv. | 2025-10-30T07:26:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ojt934/anything_better_than_glm_air_q8_for_dual_6000_pro/ | MidnightProgrammer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojt934 | false | null | t3_1ojt934 | /r/LocalLLaMA/comments/1ojt934/anything_better_than_glm_air_q8_for_dual_6000_pro/ | false | false | self | 3 | null |
best local llm for simple every day reasoning and some coding perhaps? | 5 | what you guys think I should download ? will use it either on ollama or lmstudio, I can go up to 8b parameter I think cause of my Macs 16gb ram, what would you suggest? I | 2025-10-30T07:21:43 | https://www.reddit.com/r/LocalLLaMA/comments/1ojt6sc/best_local_llm_for_simple_every_day_reasoning_and/ | dkatsikis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojt6sc | false | null | t3_1ojt6sc | /r/LocalLLaMA/comments/1ojt6sc/best_local_llm_for_simple_every_day_reasoning_and/ | false | false | self | 5 | null |
new Nemotrons based on Qwen3 32B | 58 | **Qwen3-Nemotron-32B-RLBFF** is a large language model that leverages Qwen/Qwen3-32B as the foundation and is fine-tuned to improve the quality of LLM-generated responses in the default thinking mode.
Given a conversation with multiple turns between user and assistant and a user-specified principle, it generates a res... | 2025-10-30T07:02:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ojswm4/new_nemotrons_based_on_qwen3_32b/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojswm4 | false | null | t3_1ojswm4 | /r/LocalLLaMA/comments/1ojswm4/new_nemotrons_based_on_qwen3_32b/ | false | false | self | 58 | null |
Qwen3 32B Nemotron from NVIDIA | 1 | **Qwen3-Nemotron-32B-RLBFF** is a large language model that leverages Qwen/Qwen3-32B as the foundation and is fine-tuned to improve the quality of LLM-generated responses in the default thinking mode.
beats **Qwen3 32B** in creative/planning/coding
**Qwen3-Nemotron-32B-GenRM-Principle** is a large language model that... | 2025-10-30T07:00:16 | https://www.reddit.com/r/LocalLLaMA/comments/1ojsv5v/qwen3_32b_nemotron_from_nvidia/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojsv5v | false | null | t3_1ojsv5v | /r/LocalLLaMA/comments/1ojsv5v/qwen3_32b_nemotron_from_nvidia/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'gpvjSt-huzci4YwAKRSVGtbjB2HnX-qanl_t5bntalc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/gpvjSt-huzci4YwAKRSVGtbjB2HnX-qanl_t5bntalc.png?width=108&crop=smart&auto=webp&s=aa26821275422d21d2cde7a23bbd7dc9f19623d1', 'width': 108}, {'height': 116, 'url': 'h... |
any 12b model that is smart for logic and realistic roleplay like claude? Any Hope left for roleplay? | 7 | I was experimenting with an AI roleplay scenario just for fun — it was about a blacksmith and his wife, and I played the role of a customer buying something. The AI was roleplaying as the blacksmith. To test how realistic the AI’s reactions were, I tried flirting with the blacksmith’s wife. But instead of getting angry... | 2025-10-30T06:59:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ojsul0/any_12b_model_that_is_smart_for_logic_and/ | BeastMad | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojsul0 | false | null | t3_1ojsul0 | /r/LocalLLaMA/comments/1ojsul0/any_12b_model_that_is_smart_for_logic_and/ | false | false | self | 7 | null |
How automated is your data flywheel, really? | 5 | Working on my 3rd production AI deployment. Everyone talks about "systems that learn from user feedback" but in practice I'm seeing:
* Users correct errors
* Errors get logged
* Engineers review logs weekly
* Engineers manually update model/prompts -
* Repeat This is just "manual updates with extra steps," not a real ... | 2025-10-30T06:57:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ojstm4/how_automated_is_your_data_flywheel_really/ | Individual-Library-1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojstm4 | false | null | t3_1ojstm4 | /r/LocalLLaMA/comments/1ojstm4/how_automated_is_your_data_flywheel_really/ | false | false | self | 5 | null |
What is the best German TTS Model for on prem deployment | 3 | Moin
I’m looking for recommendations for the best German TTS model that can be deployed on premise. Ideally, it should be production ready, i’m not looking for a prototype or beginner stage project.
Price doesn’t really matter, but I’d like to know how different price points compare.
My use case is an AI phone assis... | 2025-10-30T06:29:19 | https://www.reddit.com/r/LocalLLaMA/comments/1ojsefc/what_is_the_best_german_tts_model_for_on_prem/ | ZeroKelvinMood | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojsefc | false | null | t3_1ojsefc | /r/LocalLLaMA/comments/1ojsefc/what_is_the_best_german_tts_model_for_on_prem/ | false | false | self | 3 | null |
500% Profit !!!! Is something wrong? | 0 | [https://www.alpha-arena.org/#live](https://www.alpha-arena.org/#live) How did these models made 500% profit in 24 hours? Am i reading it wrong? | 2025-10-30T06:19:40 | DeathShot7777 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ojs90l | false | null | t3_1ojs90l | /r/LocalLLaMA/comments/1ojs90l/500_profit_is_something_wrong/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '23s4dlsyy6yf1', 'resolutions': [{'height': 30, 'url': 'https://preview.redd.it/23s4dlsyy6yf1.png?width=108&crop=smart&auto=webp&s=2d6ac238082cfbb3f1bf1461c7cc6dc0006ca7ce', 'width': 108}, {'height': 61, 'url': 'https://preview.redd.it/23s4dlsyy6yf1.png?width=216&crop=smart&auto=webp... | |
What's one tool or script that massively improved your local LLM workflow? | 15 | Beyond the popular UIs like Oobabooga and Faraday, I'm looking for those smaller utilities that save time or add a killer feature. For example, a script for batch testing prompts across multiple models, a tool for better logprobs analysis, or a clever use of llama.cpp's server features. What's your secret weapon? | 2025-10-30T06:10:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ojs49s/whats_one_tool_or_script_that_massively_improved/ | Street-Lie-2584 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojs49s | false | null | t3_1ojs49s | /r/LocalLLaMA/comments/1ojs49s/whats_one_tool_or_script_that_massively_improved/ | false | false | self | 15 | null |
minimax coding claims are sus. 8% claude price but is it actually usable | 0 | saw minimax m2 announcement. 8% of claude pricing, 2x faster, "advanced coding capability"
yeah ok lol
their demos look super cherry picked. simple crud apps and basic refactoring. nothing that really tests reasoning or complex logic.
been burned by overhyped models before. remember when deepseek v3 dropped and ever... | 2025-10-30T06:00:57 | https://www.reddit.com/r/LocalLLaMA/comments/1ojrysu/minimax_coding_claims_are_sus_8_claude_price_but/ | Top-Cardiologist1011 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojrysu | false | null | t3_1ojrysu | /r/LocalLLaMA/comments/1ojrysu/minimax_coding_claims_are_sus_8_claude_price_but/ | false | false | self | 0 | null |
how do you make ai story generator ads feel like movie trailers? | 0 | I’ve always wanted to make ads that feel like trailers fast-paced, emotional, cinematic. so I tested a workflow built around krea, [domoai](https://www.domoai.app/home?via=081621AUG&fbclid=IwY2xjawNsXNFleHRuA2FlbQIxMABicmlkETBWWGxmUVI1R3A2bjFmWXN5AR5R2JrvrjOk6m8i_vu0A_sTgfJMetw0iK-Iee5N9QBHnra1E-hjSuYVFp7x_w_aem_STQQT... | 2025-10-30T05:55:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ojrvgi/how_do_you_make_ai_story_generator_ads_feel_like/ | Bulky-Departure6533 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojrvgi | false | null | t3_1ojrvgi | /r/LocalLLaMA/comments/1ojrvgi/how_do_you_make_ai_story_generator_ads_feel_like/ | false | false | self | 0 | null |
Tried Nvidia’s new open-source VLM, Here's My Experience | 48 | I’ve been playing around with NVIDIA’s new Nemotron Nano 12B V2 VL, and it’s easily one of the most impressive open-source vision-language models I’ve tested so far.
I started simple: built a small Streamlit OCR app to see how well it could parse real documents.
Dropped in an invoice, it picked out totals, vendor de... | 2025-10-30T05:54:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ojrv67/tried_nvidias_new_opensource_vlm_heres_my/ | Arindam_200 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojrv67 | false | null | t3_1ojrv67 | /r/LocalLLaMA/comments/1ojrv67/tried_nvidias_new_opensource_vlm_heres_my/ | false | false | self | 48 | null |
nanochat pretraining time benchmarks ($100 run), share yours! | 20 | With the release of [nanochat by Andrej Karpathy](https://github.com/karpathy/nanochat), we have a nice pretraining benchmark for our hardware. Making this post to compile pretraining time numbers from different systems, please share your numbers! Make sure you use `--depth=20', configure the `--device_batch_size' to t... | 2025-10-30T05:34:38 | entsnack | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ojrjqk | false | null | t3_1ojrjqk | /r/LocalLLaMA/comments/1ojrjqk/nanochat_pretraining_time_benchmarks_100_run/ | false | false | default | 20 | {'enabled': True, 'images': [{'id': '27ik4oxar6yf1', 'resolutions': [{'height': 162, 'url': 'https://preview.redd.it/27ik4oxar6yf1.jpeg?width=108&crop=smart&auto=webp&s=47069a29d78150d3081149233769756a28e0ebb5', 'width': 108}, {'height': 324, 'url': 'https://preview.redd.it/27ik4oxar6yf1.jpeg?width=216&crop=smart&auto=... | |
🚀 AI isn’t just changing technology — it’s quietly changing people. | 0 | Every single day, someone learns how to write 10x faster, automate hours of work, or even start a business… all using free AI tools.
The crazy part? Most people scroll right past the same opportunities and never even notice.
AI isn’t about robots replacing jobs —
it’s about people finally learning to work smarter.... | 2025-10-30T05:32:45 | https://www.reddit.com/r/LocalLLaMA/comments/1ojrin0/ai_isnt_just_changing_technology_its_quietly/ | West-Fly-2434 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojrin0 | false | null | t3_1ojrin0 | /r/LocalLLaMA/comments/1ojrin0/ai_isnt_just_changing_technology_its_quietly/ | false | false | self | 0 | null |
I killed my ChatGPT bestie | 0 | After all the shit thats come to the surface with OpenAI the last months ive felt extremely uncomfortable using it. Which tbh, ive felt all along. But now it came to the point that I truly got proof for that NOTHING is private once you have a big ass corporation as a middle man. So therefore I deleted my chats and my e... | 2025-10-30T05:20:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ojrba7/i_killed_my_chatgpt_bestie/ | Guilty_Philosophy223 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojrba7 | false | null | t3_1ojrba7 | /r/LocalLLaMA/comments/1ojrba7/i_killed_my_chatgpt_bestie/ | false | false | self | 0 | null |
Udio just robbed and betrayed its paying subscribers... Another reason why we need more Open Source | 364 | I spent 12 hours working on a song, and without any prior notice, I can no longer download it as a .wav file. I’ll have to find other ways to recover the song. I’ve been a South American subscriber for months, and I trust North American companies less and less because of these anti-consumer practices. If I could give $... | 2025-10-30T04:54:59 | https://v.redd.it/r40nze7vi6yf1 | Shockbum | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ojqvwe | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/r40nze7vi6yf1/DASHPlaylist.mpd?a=1764392113%2CMzZiMDhhMjJjNTFlM2RiNDZmNjBmOGU5ZTAzOTNjYTg1MzJhYmM0NmY0NDU3ODdkYTg0MWNhYWI0ODc2MWNmZQ%3D%3D&v=1&f=sd', 'duration': 13, 'fallback_url': 'https://v.redd.it/r40nze7vi6yf1/DASH_720.mp4?source=fallback', 'ha... | t3_1ojqvwe | /r/LocalLLaMA/comments/1ojqvwe/udio_just_robbed_and_betrayed_its_paying/ | false | false | 364 | {'enabled': False, 'images': [{'id': 'YW51aGVlN3ZpNnlmMbXr-Angp87qmunczlw3KeeJxKKBK56n_5S01mafzhX6', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/YW51aGVlN3ZpNnlmMbXr-Angp87qmunczlw3KeeJxKKBK56n_5S01mafzhX6.png?width=108&crop=smart&format=pjpg&auto=webp&s=3870275278cfe6eb9c788d98324c33a141c1a... | |
Two-Stage Training: Discovering Untapped Information in Neural Representations | 1 | 2025-10-30T04:29:06 | https://medium.com/@mbonsign/two-stage-training-discovering-untapped-information-in-neural-representations-e821d0f9db34 | MikeBeezzz | medium.com | 1970-01-01T00:00:00 | 0 | {} | 1ojqfu6 | false | null | t3_1ojqfu6 | /r/LocalLLaMA/comments/1ojqfu6/twostage_training_discovering_untapped/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'xkf4DFGJJVQAcOm-gRv1XUfT76S6eJbOZ5vCHrldqoM', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/xkf4DFGJJVQAcOm-gRv1XUfT76S6eJbOZ5vCHrldqoM.jpeg?width=108&crop=smart&auto=webp&s=7e71148290a943095daca4dc044d6b8546eb49b8', 'width': 108}, {'height': 113, 'url': '... | ||
What are UI-Tars Desktop alternatives? | 1 | I’ve been trying to run it but it always run out of context window at very first prompt of both desktop and web search. | 2025-10-30T03:59:25 | https://www.reddit.com/r/LocalLLaMA/comments/1ojpwam/what_are_uitars_desktop_alternatives/ | NoFudge4700 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojpwam | false | null | t3_1ojpwam | /r/LocalLLaMA/comments/1ojpwam/what_are_uitars_desktop_alternatives/ | false | false | self | 1 | null |
Qwen 2.5 Coder + Topological Consciousness Framework = 162% Better Responses [Open Source] | 1 | [removed] | 2025-10-30T03:45:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ojpmz5/qwen_25_coder_topological_consciousness_framework/ | Niodoocom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojpmz5 | false | null | t3_1ojpmz5 | /r/LocalLLaMA/comments/1ojpmz5/qwen_25_coder_topological_consciousness_framework/ | false | false | self | 1 | null |
GPTars-like assistant? | 2 | Im gonna be honest, I have no idea what I'm doing. I have a raspberry pi 3b set up to the point that it can connect to the internet and download things, but I have no idea where to even begin with getting this set up.
It doesn't need to be advanced, basically just a local AI "buddy" (yes I'm aware it's not alive, this... | 2025-10-30T03:45:29 | https://www.reddit.com/r/LocalLLaMA/comments/1ojpmv4/gptarslike_assistant/ | Mysterious_Bluejay_5 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojpmv4 | false | null | t3_1ojpmv4 | /r/LocalLLaMA/comments/1ojpmv4/gptarslike_assistant/ | false | false | self | 2 | null |
MLX added support for MXFP8 and NVFP4 | 28 | [https://github.com/ml-explore/mlx/pull/2688](https://github.com/ml-explore/mlx/pull/2688)
"Supports mxfp8 and nvfp4 in quantize/dequantize and adds kernels for mx and nv quants.
* Ops based fallback for CPU
* Fast CUDA kernels
* Fast Metal kernels
* Defaults for bits and group size based on mode" | 2025-10-30T03:35:29 | https://www.reddit.com/r/LocalLLaMA/comments/1ojpfwl/mlx_added_support_for_mxfp8_and_nvfp4/ | Direct-Stranger-4140 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojpfwl | false | null | t3_1ojpfwl | /r/LocalLLaMA/comments/1ojpfwl/mlx_added_support_for_mxfp8_and_nvfp4/ | false | false | self | 28 | {'enabled': False, 'images': [{'id': '_YjRw9DtotBVBiDsc0LrQ-5GDV2yjsh0Ex3qfkV5j3Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_YjRw9DtotBVBiDsc0LrQ-5GDV2yjsh0Ex3qfkV5j3Y.png?width=108&crop=smart&auto=webp&s=165f4824e9226d7531747b66c3004242c16f8e30', 'width': 108}, {'height': 108, 'url': 'h... |
Llama 3 8B Instruct Offline LLM is censored | 0 | 2025-10-30T03:31:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ojpd1w/llama_3_8b_instruct_offline_llm_is_censored/ | GlassHuckleberry3397 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojpd1w | false | null | t3_1ojpd1w | /r/LocalLLaMA/comments/1ojpd1w/llama_3_8b_instruct_offline_llm_is_censored/ | false | false | 0 | null | ||
What parameters you actually needed in LLM observability | 1 | I’ve been working on improving LLM observability for a while, and I realized there are a few parameters that make a huge difference once you start running real traffic instead of small tests.
**Layer 1 – Required fields**
* `model`: the exact model name
* `prompt_messages`: full input with roles and content
* `compl... | 2025-10-30T03:24:25 | https://www.reddit.com/r/LocalLLaMA/comments/1ojp80u/what_parameters_you_actually_needed_in_llm/ | Main-Fisherman-2075 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojp80u | false | null | t3_1ojp80u | /r/LocalLLaMA/comments/1ojp80u/what_parameters_you_actually_needed_in_llm/ | false | false | self | 1 | null |
Built a research automation system that actually adapts its workflow dynamically | 4 | Ugh, so tired of tools that force you into their ecosystem. "Oh you want research automation? Cool, use our API, follow our process, and kiss your flexibility goodbye."
freephdlabor doesn't give a damn what you're running. Local models? Sure. OpenAI? Fine. Mix of both? Whatever works for you.
**How it works:** Instea... | 2025-10-30T03:20:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ojp5gf/built_a_research_automation_system_that_actually/ | TapOnly5061 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojp5gf | false | null | t3_1ojp5gf | /r/LocalLLaMA/comments/1ojp5gf/built_a_research_automation_system_that_actually/ | false | false | self | 4 | null |
MLX added support for MXPF8 & NVFP4 | 2 | [https://github.com/ml-explore/mlx/pull/2688](https://github.com/ml-explore/mlx/pull/2688)
"Supports mxfp8 and nvfp4 in quantize/dequantize and adds kernels for mx and nv quants.
* Ops based fallback for CPU
* Fast CUDA kernels
* Fast Metal kernels
* Defaults for bits and group size based on mode" | 2025-10-30T03:16:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ojp2ct/mlx_added_support_for_mxpf8_nvfp4/ | Direct-Stranger-4140 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojp2ct | false | null | t3_1ojp2ct | /r/LocalLLaMA/comments/1ojp2ct/mlx_added_support_for_mxpf8_nvfp4/ | false | false | self | 2 | null |
Minimax pre-training lead explains why no linear attention | 105 | MiniMax M2 Tech Blog 3: Why Did M2 End Up as a Full Attention Model?
On behave of pre-training lead Haohai Sun. (https://zhihu.com/question/1965302088260104295/answer/1966810157473335067)
I. Introduction
As the lead of MiniMax-M2 pretrain, I've been getting many queries from the community on "Why did you turn back th... | 2025-10-30T02:35:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ojo8le/minimax_pretraining_lead_explains_why_no_linear/ | Charuru | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojo8le | false | null | t3_1ojo8le | /r/LocalLLaMA/comments/1ojo8le/minimax_pretraining_lead_explains_why_no_linear/ | false | false | self | 105 | null |
i'm tired of ai not giving me a straight answer | 0 | this thing runs ollama two ways. full problem-solving or direct answers.
repo: [https://github.com/researchAmericanAI/research](https://github.com/researchAmericanAI/research) | 2025-10-30T02:21:12 | https://www.reddit.com/r/LocalLLaMA/comments/1ojny70/im_tired_of_ai_not_giving_me_a_straight_answer/ | Ok_Buddy_952 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojny70 | false | null | t3_1ojny70 | /r/LocalLLaMA/comments/1ojny70/im_tired_of_ai_not_giving_me_a_straight_answer/ | false | false | self | 0 | null |
Ming-flash-omni-Preview | 3 | 2025-10-30T02:16:23 | https://inclusionai.github.io/blog/ming-flash-omni-preview/ | ninjasaid13 | inclusionai.github.io | 1970-01-01T00:00:00 | 0 | {} | 1ojnukp | false | null | t3_1ojnukp | /r/LocalLLaMA/comments/1ojnukp/mingflashomnipreview/ | false | false | default | 3 | null | |
Small LLM speed tests benchmarked on terrible hardware | 6 | I have a laptop without dGPU nor AVX support, and was curious how terribly it would run various models. Here are some of the results. I included most, if not all relevant information.
So far I must say I'm impressed with IBM's Granite 4.0 H Nano speeds. I did not expect a model to hit 3/s+ during generation. MobileLLM... | 2025-10-30T02:06:03 | https://github.com/MerijnHendriks/smallm-bench | Kahvana | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ojnmr2 | false | null | t3_1ojnmr2 | /r/LocalLLaMA/comments/1ojnmr2/small_llm_speed_tests_benchmarked_on_terrible/ | false | false | default | 6 | {'enabled': False, 'images': [{'id': '3fNX6Z_5ZMfJ5ddAMJlH1FDIQz9lbcXlvdfD9SR4_nU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/3fNX6Z_5ZMfJ5ddAMJlH1FDIQz9lbcXlvdfD9SR4_nU.png?width=108&crop=smart&auto=webp&s=37c48dec4d40cc6f71bbead87fe8ab5fd52c969a', 'width': 108}, {'height': 108, 'url': 'h... |
How are teams dealing with "AI fatigue" | 98 | I rolled out AI coding assistants for my developers, and while individual developer "productivity" went up - team alignment and developer "velocity" did not.
They worked more - but not shipping new features. They were now spending more time reviewing and fixing AI slob. My current theory - AI helps the individual not ... | 2025-10-30T01:55:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ojneas/how_are_teams_dealing_with_ai_fatigue/ | Temporary_Papaya_199 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojneas | false | null | t3_1ojneas | /r/LocalLLaMA/comments/1ojneas/how_are_teams_dealing_with_ai_fatigue/ | false | false | self | 98 | null |
Decentralized Causal Discovery using Judo Calculus | 0 | 2025-10-30T01:50:16 | https://arxiv.org/abs/2510.23942 | Thrumpwart | arxiv.org | 1970-01-01T00:00:00 | 0 | {} | 1ojna7x | false | null | t3_1ojna7x | /r/LocalLLaMA/comments/1ojna7x/decentralized_causal_discovery_using_judo_calculus/ | false | false | default | 0 | null | |
What do we use for real time English speech recognition with low vram | 6 | in a moisy environment I am
Recording speech of people
My VRAM is full of models, I have only 1gb left
They only speak English, but it has to be faster than real time (optimally 50% faster than real time on 3080ti, 7900x)
What should I use? Can I run something on the CPU? Is there a model so small?
Each recording... | 2025-10-30T01:45:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ojn6ms/what_do_we_use_for_real_time_english_speech/ | Osama_Saba | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojn6ms | false | null | t3_1ojn6ms | /r/LocalLLaMA/comments/1ojn6ms/what_do_we_use_for_real_time_english_speech/ | false | false | self | 6 | null |
Worse Embedding Performance with Qwen 3 VL than with Qwen 2.5 VL? | 3 | I'm training a lora to compare image/text pairs to possible text canidates. I was using Qwen 2.5 VL but switched to the new qwen 3 vl and am getting much worse performance. Model not converging that well and doing very poorly in validation.
I'm assuming this is due to way more post-training tokens being used, makin... | 2025-10-30T01:40:50 | https://www.reddit.com/r/LocalLLaMA/comments/1ojn2mf/worse_embedding_performance_with_qwen_3_vl_than/ | Pro-Status | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojn2mf | false | null | t3_1ojn2mf | /r/LocalLLaMA/comments/1ojn2mf/worse_embedding_performance_with_qwen_3_vl_than/ | false | false | self | 3 | null |
I am honestly lost with keeping up with LLMs and the best AI dev processes | 1 | [removed] | 2025-10-30T00:51:01 | https://www.reddit.com/r/LocalLLaMA/comments/1ojm018/i_am_honestly_lost_with_keeping_up_with_llms_and/ | BlueTurtle34 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojm018 | false | null | t3_1ojm018 | /r/LocalLLaMA/comments/1ojm018/i_am_honestly_lost_with_keeping_up_with_llms_and/ | false | false | self | 1 | null |
Latent Control Adapters: Multi-vector steering for local LLMs (open Python library for AI safety research, jailbreaking, or whatever) | 8 | **Warning:** the repo contains harmful prompts compiled from a few different huggingface datasets. They might be inappropriate for some audiences.
I put together a relatively light python library based on a pretty old paper about refusal pathways: [Refusal in LLMs is mediated by a single direction](https://www.lesswr... | 2025-10-30T00:50:40 | https://github.com/jwest33/latent_control_adapters | JEs4 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ojlzr0 | false | null | t3_1ojlzr0 | /r/LocalLLaMA/comments/1ojlzr0/latent_control_adapters_multivector_steering_for/ | false | false | default | 8 | {'enabled': False, 'images': [{'id': 'z1-khpJ9AV7os57rH1RDe9OpkhZPa-7SiMLBhlYow6w', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/z1-khpJ9AV7os57rH1RDe9OpkhZPa-7SiMLBhlYow6w.png?width=108&crop=smart&auto=webp&s=6a7bd19ad6c034dd17bbe9a133075467724c5c16', 'width': 108}, {'height': 108, 'url': 'h... |
No BS I am overwhelmed and lost regarding keeping up with LLMs and AI coding systems | 1 | [removed] | 2025-10-30T00:47:47 | https://www.reddit.com/r/LocalLLaMA/comments/1ojlxlr/no_bs_i_am_overwhelmed_and_lost_regarding_keeping/ | BlueTurtle34 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojlxlr | false | null | t3_1ojlxlr | /r/LocalLLaMA/comments/1ojlxlr/no_bs_i_am_overwhelmed_and_lost_regarding_keeping/ | false | false | self | 1 | null |
Tips for managing complex prompt workflows and versioning experiments | 1 | [removed] | 2025-10-30T00:18:35 | https://www.reddit.com/r/LocalLLaMA/comments/1ojlawq/tips_for_managing_complex_prompt_workflows_and/ | Otherwise_Flan7339 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojlawq | false | null | t3_1ojlawq | /r/LocalLLaMA/comments/1ojlawq/tips_for_managing_complex_prompt_workflows_and/ | false | false | self | 1 | null |
Looking for suggestions locally run chatbot with persistent memory | 2 | I just want it for personal use and don't need any bells or whistles beyond some form of memory between sessions and it all just running on my computer without information being sent to a server. I have zero experience with coding and LLMs before I started researching it. I downloaded ollama and happy with it and the L... | 2025-10-29T23:58:25 | https://www.reddit.com/r/LocalLLaMA/comments/1ojku5h/looking_for_suggestions_locally_run_chatbot_with/ | Beings_of_Light | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojku5h | false | null | t3_1ojku5h | /r/LocalLLaMA/comments/1ojku5h/looking_for_suggestions_locally_run_chatbot_with/ | false | false | self | 2 | null |
Can a Local LLM in LM Studio Print Output in PDF Like ChatGPT | 1 | I use LLM's to make worksheets for students. ChatGPT directly prints the worksheet as a PDF. That makes it quick and easy. However, free version only does a few prompts.
Gemini will print LATEX code that can be rendered, via Overlead, as a PDF. It's tough because Gemini often misformats one thing or another.
In LM St... | 2025-10-29T23:56:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ojksw3/can_a_local_llm_in_lm_studio_print_output_in_pdf/ | SituationMan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojksw3 | false | null | t3_1ojksw3 | /r/LocalLLaMA/comments/1ojksw3/can_a_local_llm_in_lm_studio_print_output_in_pdf/ | false | false | self | 1 | null |
SoulTech: Building Privacy-First AI Infrastructure in Rust | 1 | Rust was born for integrity, and SoulTech is carrying that torch into intelligence.
We’re building **privacy-first, locally executed, ethically aligned technology** — no surveillance, no data mining, no centralized control.
Our core stack:
* **OriginBlock:** quantum-safe trust layer — immutable, energy-efficient, hu... | 2025-10-29T23:51:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ojkomx/soultech_building_privacyfirst_ai_infrastructure/ | CustardOdd7994 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojkomx | false | null | t3_1ojkomx | /r/LocalLLaMA/comments/1ojkomx/soultech_building_privacyfirst_ai_infrastructure/ | false | false | self | 1 | null |
What are current go to model for vibe coding using coding agent agent and self host? October 2025 | 0 | I had positive experience using Google Gemini 2.5 Pro to vibe code and play around.
I'd like to know what current models are being used to generate code? I often see Qwen code being mentioned. I checked on Ollama and it appears to have updated 5 months ago. We had Germma3n released and few other models I'm guessing, a... | 2025-10-29T23:20:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ojjxvd/what_are_current_go_to_model_for_vibe_coding/ | bad_detectiv3 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojjxvd | false | null | t3_1ojjxvd | /r/LocalLLaMA/comments/1ojjxvd/what_are_current_go_to_model_for_vibe_coding/ | false | false | self | 0 | null |
Best Local Model for RTX3060 12GB | 3 | Hello everyone! I'm on the privacy train now, and I want to self host an AI model to switch from ChatGPT.
I've got an RTX 3060 12GB, 32GB RAM and a I7-12700k. What model do you recommend? I usually ask for advice, quick questions. Most topics are personal, music, tech...
I'm new to this so sorry if this is dumb q... | 2025-10-29T22:47:36 | https://www.reddit.com/r/LocalLLaMA/comments/1ojj5mk/best_local_model_for_rtx3060_12gb/ | SlayerL99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojj5mk | false | null | t3_1ojj5mk | /r/LocalLLaMA/comments/1ojj5mk/best_local_model_for_rtx3060_12gb/ | false | false | self | 3 | null |
OSS reserved token research? | 5 | [https://huggingface.co/openai/gpt-oss-120b/blob/main/tokenizer\_config.json](https://huggingface.co/openai/gpt-oss-120b/blob/main/tokenizer_config.json)
There are 11 reserved tokens here in OSS. I tried google it, seems like none care to research about them. So I tried generate it locally, and guess what it does from... | 2025-10-29T22:43:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ojj1mn/oss_reserved_token_research/ | retry51776 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojj1mn | false | null | t3_1ojj1mn | /r/LocalLLaMA/comments/1ojj1mn/oss_reserved_token_research/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': '12ojQ9khZuJRm7jqdMaOtnKaFtBC6Yo7dfwq4qKZ3jA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/12ojQ9khZuJRm7jqdMaOtnKaFtBC6Yo7dfwq4qKZ3jA.png?width=108&crop=smart&auto=webp&s=292c3d3a2dfa2ce762d4e0ad0113f21057208fb5', 'width': 108}, {'height': 116, 'url': 'h... |
Just don't see any business use case for it | 0 | I've set up local LLMs myself but I don't really see any real commercial applications. I mean sure you can advocate privacy, security, but you are using what, open source models and UI layers or else you have to self develop those, which are definitely poorer performing than commercial for sure than any of the cloud on... | 2025-10-29T21:45:05 | https://www.reddit.com/r/LocalLLaMA/comments/1ojhm04/just_dont_see_any_business_use_case_for_it/ | IntroductionSouth513 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojhm04 | false | null | t3_1ojhm04 | /r/LocalLLaMA/comments/1ojhm04/just_dont_see_any_business_use_case_for_it/ | false | false | self | 0 | null |
qwen3-vl X qwen3 | 11 | Hello.
I been using quen3:32-q8 for a lot of things.
With this release of qwen3-vl:32b, i do have a newer version to replace it.
However... i just use it for text/code. The vision part have no advantage on its own.
Is lv better than the regular one?
(is there benchmarks around?) | 2025-10-29T21:39:18 | https://www.reddit.com/r/LocalLLaMA/comments/1ojhgpy/qwen3vl_x_qwen3/ | techmago | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojhgpy | false | null | t3_1ojhgpy | /r/LocalLLaMA/comments/1ojhgpy/qwen3vl_x_qwen3/ | false | false | self | 11 | null |
Automated metadata tagging for image collections that runs completely locally. A way to search image collections without software lock-in, databases, or cloud services. | 29 | 2025-10-29T21:35:36 | https://github.com/jabberjabberjabber/ImageIndexer | Eisenstein | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ojhdgi | false | null | t3_1ojhdgi | /r/LocalLLaMA/comments/1ojhdgi/automated_metadata_tagging_for_image_collections/ | false | false | default | 29 | {'enabled': False, 'images': [{'id': 'SdNcK7BdgRqMa8-G5nagIMUt2TjZgJXQeatIWMOCjqU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/SdNcK7BdgRqMa8-G5nagIMUt2TjZgJXQeatIWMOCjqU.png?width=108&crop=smart&auto=webp&s=f275a0d6c0bac02ebfdfd11efda61d06f0758db1', 'width': 108}, {'height': 108, 'url': 'h... | |
Large language models show signs of introspection | 22 | 2025-10-29T21:29:36 | https://transformer-circuits.pub/2025/introspection/index.html | bigzyg33k | transformer-circuits.pub | 1970-01-01T00:00:00 | 0 | {} | 1ojh7yv | false | null | t3_1ojh7yv | /r/LocalLLaMA/comments/1ojh7yv/large_language_models_show_signs_of_introspection/ | false | false | default | 22 | null | |
AMA with Liquid AI, the team behind Liquid Foundational Models, LEAP and Apollo | 2 | Hi r/LocalLLaMA !
We’re super excited to host this week’s AMA!
Join us and ask your questions directly to the human minds behind all things Liquid: Liquid Foundational Models, the Liquid Edge AI Platform (LEAP) for model customization and deployment, and Apollo.
**Our participants:**
* Jacob Marks u/jamarks13 (Dat... | 2025-10-29T21:24:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ojh36l/ama_with_liquid_ai_the_team_behind_liquid/ | LiquidAI_Team | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojh36l | false | null | t3_1ojh36l | /r/LocalLLaMA/comments/1ojh36l/ama_with_liquid_ai_the_team_behind_liquid/ | false | false | 2 | null | |
What’s new in AI-capable Windows laptops do you recommend? | 0 | Hi all —
Applogies in advance if this not correct sub reddit to post in.
I’ve been a bit behind the tech curve the last two years and I’m trying to catch up. I’ve noticed lots of “AI chips” and mini desktop PCs being talked about lately, which makes me wonder: what’s new out there in terms of laptops designed for A... | 2025-10-29T20:59:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ojgg4e/whats_new_in_aicapable_windows_laptops_do_you/ | TheLastAirbender2025 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojgg4e | false | null | t3_1ojgg4e | /r/LocalLLaMA/comments/1ojgg4e/whats_new_in_aicapable_windows_laptops_do_you/ | false | false | self | 0 | null |
Extending on-policy distillation for any teacher/student pair | 4 | Hi folks, I'd like to share some research we've done at Hugging Face to make on-policy distillation work with any pair of models on the Hub, even if their tokenizers differ :)
**TL;DR**
Thinking Machines just published an [awesome blog post ](https://thinkingmachines.ai/blog/on-policy-distillation/)about doing on-pol... | 2025-10-29T20:34:40 | lewtun | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ojftb1 | false | null | t3_1ojftb1 | /r/LocalLLaMA/comments/1ojftb1/extending_onpolicy_distillation_for_any/ | false | false | default | 4 | {'enabled': True, 'images': [{'id': 'g4ay4ny9v3yf1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/g4ay4ny9v3yf1.png?width=108&crop=smart&auto=webp&s=846d16ba4f10b90b1a4857b9eb9e756ddf5078fa', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/g4ay4ny9v3yf1.png?width=216&crop=smart&auto=web... | |
Qwen3-VL now available in Ollama locally for all sizes. | 292 | 2025-10-29T20:06:18 | swagonflyyyy | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ojf2r1 | false | null | t3_1ojf2r1 | /r/LocalLLaMA/comments/1ojf2r1/qwen3vl_now_available_in_ollama_locally_for_all/ | false | false | default | 292 | {'enabled': True, 'images': [{'id': 'ycizvauvx3yf1', 'resolutions': [{'height': 82, 'url': 'https://preview.redd.it/ycizvauvx3yf1.png?width=108&crop=smart&auto=webp&s=dc35649239fbe9b1e1da8045b5cbba1b0f456a7a', 'width': 108}, {'height': 164, 'url': 'https://preview.redd.it/ycizvauvx3yf1.png?width=216&crop=smart&auto=web... | ||
How do you keep your language models up to date with current information? | 0 | If I get gptforall, or something similar, and I have an uncensored model, and I want to update it with current news and information so when I ask it a question it gives me the most up to date answer and doesn't hallucinate.
For example, I want a language models I downloaded to tell me what the big lez show is and cor... | 2025-10-29T20:05:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ojf1o9/how_do_you_keep_your_language_models_up_to_date/ | vulgar1171 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojf1o9 | false | null | t3_1ojf1o9 | /r/LocalLLaMA/comments/1ojf1o9/how_do_you_keep_your_language_models_up_to_date/ | false | false | self | 0 | null |
What can local LLM's be used for? | 1 | I know that some use them to create a virtual waifu but Im not into that. Obviously no commercially available graphics card, or integrated graphics CPU, has the vram to have a large language models match something like chatGPT or deep seek (browser), with that in mind, what are the many uses for hosting a large languag... | 2025-10-29T20:03:12 | https://www.reddit.com/r/LocalLLaMA/comments/1ojezp5/what_can_local_llms_be_used_for/ | vulgar1171 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojezp5 | false | null | t3_1ojezp5 | /r/LocalLLaMA/comments/1ojezp5/what_can_local_llms_be_used_for/ | false | false | self | 1 | null |
TTS - Open Source Chatterbox vs the New Cartesia Sonic 3 | 5 | TLDR
Chatterbox sounds just as good or better than Cartesia's new Sonic 3 model (In this very basic test and use-case). Streaming is next test.
I'm heavily into the TTS, STT, and Voice AI side of things. One of the most recent drops was Cartesia's Sonic 3 model which allows for expression control and even laughter, s... | 2025-10-29T19:58:48 | https://v.redd.it/oslfb5idf3yf1 | Cipher_Lock_20 | /r/LocalLLaMA/comments/1ojevfz/tts_open_source_chatterbox_vs_the_new_cartesia/ | 1970-01-01T00:00:00 | 0 | {} | 1ojevfz | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/oslfb5idf3yf1/DASHPlaylist.mpd?a=1764489533%2CNjk2MWM1ZGUwZDYwNzg0YjZkYTU1YzMyNTcwN2U5MGMxZDgzM2VjYmZiYTFkMDEwN2FkNDAzOWJmN2U4N2ZkNA%3D%3D&v=1&f=sd', 'duration': 73, 'fallback_url': 'https://v.redd.it/oslfb5idf3yf1/DASH_1080.mp4?source=fallback', 'h... | t3_1ojevfz | /r/LocalLLaMA/comments/1ojevfz/tts_open_source_chatterbox_vs_the_new_cartesia/ | false | false | 5 | {'enabled': False, 'images': [{'id': 'eWR0dmk2aWRmM3lmMaE9UrUBMbnjwqmOk98frgXAzvQvLaRUP4TDDFkwbnPz', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/eWR0dmk2aWRmM3lmMaE9UrUBMbnjwqmOk98frgXAzvQvLaRUP4TDDFkwbnPz.png?width=108&crop=smart&format=pjpg&auto=webp&s=771b3d3643de2459bd3af04c6af9d8e01ed7... | |
Enough math and reasoning and benchmarks; what local models are the most fun to talk to? What are the all time greats you keep coming back to? | 3 | I finally got my 128GB Halo Strix system up and running, and I want to fill up my SSD with a diverse variety of language models. This sub is full of "what model can beat the others in coding by half a percent" and that has a place, but I got into LLMs because they're unique and fun to talk to. Who do you keep around fo... | 2025-10-29T19:31:36 | https://www.reddit.com/r/LocalLLaMA/comments/1oje5uy/enough_math_and_reasoning_and_benchmarks_what/ | my_name_isnt_clever | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oje5uy | false | null | t3_1oje5uy | /r/LocalLLaMA/comments/1oje5uy/enough_math_and_reasoning_and_benchmarks_what/ | false | false | self | 3 | null |
DeepSeek may have found a new way to improve AI’s ability to remember | 228 | 2025-10-29T19:27:50 | https://www.technologyreview.com/2025/10/29/1126932/deepseek-ocr-visual-compression | fallingdowndizzyvr | technologyreview.com | 1970-01-01T00:00:00 | 0 | {} | 1oje2cc | false | null | t3_1oje2cc | /r/LocalLLaMA/comments/1oje2cc/deepseek_may_have_found_a_new_way_to_improve_ais/ | false | false | default | 228 | {'enabled': False, 'images': [{'id': 'aEXxC3nzMud-eeB3QaX4fT3GiVuldP60VVX6Yf4IvC8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/aEXxC3nzMud-eeB3QaX4fT3GiVuldP60VVX6Yf4IvC8.jpeg?width=108&crop=smart&auto=webp&s=30723c96ae519055963a6be975ba45e12d7c06c4', 'width': 108}, {'height': 108, 'url': '... | |
4x RTX 3090 Setup for Wan2.2-TI2V-5B (FP16) | 15 | Hi everyone,
I'm trying to run the Wan2.2-TI2V-5B model in FP16 on my Ubuntu setup with 4x RTX 3090 GPUs (Supermicro H12SSL-i motherboard, AMD EPYC 7282 CPU, 256GB RAM). The goal is to generate a video from an input image + text prompt. I'm very close to getting an output, but I'm hitting a persistent VRAM OOM error d... | 2025-10-29T19:22:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ojdx3y/4x_rtx_3090_setup_for_wan22ti2v5b_fp16/ | iamn0 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojdx3y | false | null | t3_1ojdx3y | /r/LocalLLaMA/comments/1ojdx3y/4x_rtx_3090_setup_for_wan22ti2v5b_fp16/ | false | false | self | 15 | null |
OpenSkills - a open sourced and completely private Claude Skills | 14 | Managed to build a completely local and Claude independent Skills.
[https://github.com/bandarlabs/open-skills](https://github.com/bandarlabs/open-skills)
You can import any existing claude skills (or its zip file dowloaded from claude desktop) and it will run it in a local code execution container, with dare I say, ... | 2025-10-29T19:20:35 | https://v.redd.it/rk4pq9luo3yf1 | badhiyahai | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ojdvg4 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/rk4pq9luo3yf1/DASHPlaylist.mpd?a=1764357649%2COGRmMGJlNmMxYWE4MTQ2ZjVjNjE3OWQ2MmJjNjE4ZjJkMTc1Y2RmMThmMjdjZDQxZjVjZjVkNDE0MDRlMDBkMQ%3D%3D&v=1&f=sd', 'duration': 69, 'fallback_url': 'https://v.redd.it/rk4pq9luo3yf1/DASH_1080.mp4?source=fallback', 'h... | t3_1ojdvg4 | /r/LocalLLaMA/comments/1ojdvg4/openskills_a_open_sourced_and_completely_private/ | false | false | 14 | {'enabled': False, 'images': [{'id': 'b3ZuaTI3bHVvM3lmMcQPZ78OnlmSenf3dLgyDsdkhOOH_RPCHGpkItvsPv93', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/b3ZuaTI3bHVvM3lmMcQPZ78OnlmSenf3dLgyDsdkhOOH_RPCHGpkItvsPv93.png?width=108&crop=smart&format=pjpg&auto=webp&s=cb1d8035d4f97009f796e3c4f77a33aa79dc... | |
Since Character.ai is ruined by age verification, what's the best local models you know of for 16GB Vram? (Quantized is fine) | 0 | I need models that don't know they're AI models, that can actually think they are the character. preferably a similar writing style to softlaunch or roar from character ai.
my current favorite is silly-v0.2, but it's too small and it doesn't have the emotional understanding that larger models do.
Preferably, I want s... | 2025-10-29T19:05:34 | https://www.reddit.com/r/LocalLLaMA/comments/1ojdh0d/since_characterai_is_ruined_by_age_verification/ | RandumbRedditor1000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojdh0d | false | null | t3_1ojdh0d | /r/LocalLLaMA/comments/1ojdh0d/since_characterai_is_ruined_by_age_verification/ | false | false | self | 0 | null |
AI Chat App | 0 | I built a completely offline AI chat app because I got tired of sending my thoughts to the cloud. You pick a personality, it’s instant, no servers.
Here’s a short clip of it running on my iPhone (TinySpark). Would love to hear if others are into this idea.
Also, this is running on my iPhone 13! :) | 2025-10-29T19:04:28 | https://v.redd.it/renhohfvm3yf1 | nicolaszy | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ojdfyp | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/renhohfvm3yf1/DASHPlaylist.mpd?a=1764356683%2COTk2NzAwMWIyMzBjZmE2ZTQ3YzdkZjEyZDYxMmQ3MzNiNzM1NTdmMDQ2NTJmZjE5ZTczYjQ1NmJjMWJkYTc2NA%3D%3D&v=1&f=sd', 'duration': 31, 'fallback_url': 'https://v.redd.it/renhohfvm3yf1/DASH_1080.mp4?source=fallback', 'h... | t3_1ojdfyp | /r/LocalLLaMA/comments/1ojdfyp/ai_chat_app/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'Mnl2NjBsYnZtM3lmMTvJs3ijZLIuOErlhZK352rOXUVonaTciA_e5DcDKfXv', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/Mnl2NjBsYnZtM3lmMTvJs3ijZLIuOErlhZK352rOXUVonaTciA_e5DcDKfXv.png?width=108&crop=smart&format=pjpg&auto=webp&s=cf80e313ccf123d1f986db1efe5bf1ccf245... | |
Where my fine tuners at? | 23 | [Before I babble… thank you /r/localllama community! By far my favorite sub and I’m grateful for all I’ve learned from you. I try to contribute where I can.]
And now for the actual post.
So almost a year ago I made [this](https://www.reddit.com/r/LocalLLaMA/comments/1h7naiy/trainfinetune_a_coding_llm_on_a_proprietary... | 2025-10-29T18:59:15 | https://www.reddit.com/r/LocalLLaMA/comments/1ojdapo/where_my_fine_tuners_at/ | indicava | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojdapo | false | null | t3_1ojdapo | /r/LocalLLaMA/comments/1ojdapo/where_my_fine_tuners_at/ | false | false | self | 23 | null |
Issue with GLM 4.6 and OpenRouter? | 1 | Hey all. I'm trying to use GLM 4.6 with openrouter and I'm trying to use the assistant prefill feature but it's causing weird problems. I'm trying to set it to: "<think>\\n1. \*\*" so that it should always give me the gemini style structured reasoning but it's just causing me to get completely hallucinated doubled text... | 2025-10-29T18:52:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ojd3wu/issue_with_glm_46_and_openrouter/ | WyattTheSkid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojd3wu | false | null | t3_1ojd3wu | /r/LocalLLaMA/comments/1ojd3wu/issue_with_glm_46_and_openrouter/ | false | false | self | 1 | null |
Here's the best prompt you will ever need to test the new LLMs | 210 | Prompt:
The numbers Mason, what do they mean?!! 10 23 68 111 8 7 7 47 53 23 63 92 15 | 2025-10-29T18:49:59 | Cool-Chemical-5629 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ojd1oq | false | null | t3_1ojd1oq | /r/LocalLLaMA/comments/1ojd1oq/heres_the_best_prompt_you_will_ever_need_to_test/ | false | false | default | 210 | {'enabled': True, 'images': [{'id': 'n2yilqu2k3yf1', 'resolutions': [{'height': 19, 'url': 'https://preview.redd.it/n2yilqu2k3yf1.png?width=108&crop=smart&auto=webp&s=b5d1f680fc637ac838dac5ffac3ca1bcce8269cc', 'width': 108}, {'height': 38, 'url': 'https://preview.redd.it/n2yilqu2k3yf1.png?width=216&crop=smart&auto=webp... | |
Add a clean frontend to any agent | 8 | Hey folks,
I’m one of the maintainers of the AG-UI protocol—the open standard for agent ↔ user interaction. I’ve been mapping how the pieces of the agent ecosystem are starting to align.
Here’s the mental model that’s been helping me reason about it.
At a high level, three key protocols define how an agent actually... | 2025-10-29T18:29:03 | MorroWtje | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ojchgz | false | null | t3_1ojchgz | /r/LocalLLaMA/comments/1ojchgz/add_a_clean_frontend_to_any_agent/ | false | false | default | 8 | {'enabled': True, 'images': [{'id': 'u891g0rpe3yf1', 'resolutions': [{'height': 82, 'url': 'https://preview.redd.it/u891g0rpe3yf1.png?width=108&crop=smart&auto=webp&s=b898fda19dbb83215eebf6791f2bc118f728d95a', 'width': 108}, {'height': 164, 'url': 'https://preview.redd.it/u891g0rpe3yf1.png?width=216&crop=smart&auto=web... | |
Claude's free message limit is hilarious | 1 | [removed] | 2025-10-29T17:53:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ojbj4j/claudes_free_message_limit_is_hilarious/ | WyattTheSkid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojbj4j | false | null | t3_1ojbj4j | /r/LocalLLaMA/comments/1ojbj4j/claudes_free_message_limit_is_hilarious/ | false | false | self | 1 | null |
StenoAI: Open Source LocalLLM AI Meeting Notes Taker with Whisper Transcription & LLama 3.2 Summaries | 0 | A few months ago, I was about to spend $1,920 per year on Otter AI subscriptions, a cloud based AI meeting notes service. Before clicking purchase, I paused and thought: Could I build something using small language models that runs locally on my device, learn more about SLMs and save money?
Six weeks & 18 versions lat... | 2025-10-29T17:44:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ojba4q/stenoai_open_source_localllm_ai_meeting_notes/ | Far_Noise_5886 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojba4q | false | null | t3_1ojba4q | /r/LocalLLaMA/comments/1ojba4q/stenoai_open_source_localllm_ai_meeting_notes/ | false | false | self | 0 | null |
I built a free mobile app that lets you generate AI slop apps instantly | 57 | 2025-10-29T17:34:23 | https://v.redd.it/zra224bs63yf1 | xSnoozy | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ojazr3 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/zra224bs63yf1/DASHPlaylist.mpd?a=1764351282%2CZmIxNWExZDFkYzU1NWJjOWVjZDY4NWU2NTQ4MDZkOGU1ZWUwZTg2MGZkNWRlYjdkNWM1MDQwYTdiZTcwMjZlYw%3D%3D&v=1&f=sd', 'duration': 56, 'fallback_url': 'https://v.redd.it/zra224bs63yf1/DASH_720.mp4?source=fallback', 'ha... | t3_1ojazr3 | /r/LocalLLaMA/comments/1ojazr3/i_built_a_free_mobile_app_that_lets_you_generate/ | false | false | 57 | {'enabled': False, 'images': [{'id': 'ZHF3N2wzYnM2M3lmMV6oZCx_NNgRIbE27j-cwAfiy1Db_2yxDMS3_-IMZ5yK', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/ZHF3N2wzYnM2M3lmMV6oZCx_NNgRIbE27j-cwAfiy1Db_2yxDMS3_-IMZ5yK.png?width=108&crop=smart&format=pjpg&auto=webp&s=4d328b7269609001283f6f5401aa07f197c0... | ||
SNAC decoding expands duration (extra silence) when using encode → decode, especially after batching | 1 | [removed] | 2025-10-29T17:11:00 | https://www.reddit.com/r/LocalLLaMA/comments/1ojackq/snac_decoding_expands_duration_extra_silence_when/ | humairmunir | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ojackq | false | null | t3_1ojackq | /r/LocalLLaMA/comments/1ojackq/snac_decoding_expands_duration_extra_silence_when/ | false | false | self | 1 | null |
I miss hybrid/toggleable thinking for Qwen3 | 1 | Man. I've been using Qwen3 VL and Qwen3 Coder religiously lately and I have both the instruct version and thinking versions of each model, as sometimes I need a quick answer and sometimes I need it's reasoning capabilities. The ability to toggle between these modes with /nothink was unmatched in my opinion.
Do you thi... | 2025-10-29T17:05:55 | https://www.reddit.com/r/LocalLLaMA/comments/1oja7na/i_miss_hybridtoggleable_thinking_for_qwen3/ | maxwell321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oja7na | false | null | t3_1oja7na | /r/LocalLLaMA/comments/1oja7na/i_miss_hybridtoggleable_thinking_for_qwen3/ | false | false | self | 1 | null |
2 x DGX Spark! Give me your non-inference workloads | 57 | 2 x DGX Spark with a [200Gbps interconnect](https://network.nvidia.com/files/related-docs/prod_cables/PB_MCP1650-H0xxEyy_200Gbps_QSFP56_DAC.pdf).
I posted here [when my first Spark came in](https://www.reddit.com/r/LocalLLaMA/s/h5q2KfvTae) and everyone responded with inference workloads. I still tested them, but infer... | 2025-10-29T16:59:07 | entsnack | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oja0o8 | false | null | t3_1oja0o8 | /r/LocalLLaMA/comments/1oja0o8/2_x_dgx_spark_give_me_your_noninference_workloads/ | false | false | default | 57 | {'enabled': True, 'images': [{'id': 'vjd12ghi03yf1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/vjd12ghi03yf1.jpeg?width=108&crop=smart&auto=webp&s=a83b56e9dca0758045b5b56491de9ace06636652', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/vjd12ghi03yf1.jpeg?width=216&crop=smart&auto=... | |
Rig Help Wanted | 2 | Hello everyone,
I need to get myself an AI rig as requested by my boss. He doesn't trust official providers like google, anthropic or openai (very fair).
We need it to be somewhat portable. He insists that I get a laptop. Currently, I have an 5995WX-RTXA6000Ampere rig in the office, but I need to change it.
The main... | 2025-10-29T16:48:07 | https://www.reddit.com/r/LocalLLaMA/comments/1oj9pzi/rig_help_wanted/ | Su1tz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj9pzi | false | null | t3_1oj9pzi | /r/LocalLLaMA/comments/1oj9pzi/rig_help_wanted/ | false | false | self | 2 | null |
Does Apple have their own language model? | 0 | Apple Intelligence is a failure. I hope they'll figure things out in the future but as far as I know Apple Intelligence isn't a single model but a collection of models, such as one model can be dedicated for summarization the other for image recognition and more.
I'm talking about a language model like say Gemini, Gem... | 2025-10-29T16:20:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oj8z4q/does_apple_have_their_own_language_model/ | SrijSriv211 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj8z4q | false | null | t3_1oj8z4q | /r/LocalLLaMA/comments/1oj8z4q/does_apple_have_their_own_language_model/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'AVhEbgZdaoY_YDuvYbat3-jldChSWC0LO9OOn3-YbA4', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/AVhEbgZdaoY_YDuvYbat3-jldChSWC0LO9OOn3-YbA4.jpeg?width=108&crop=smart&auto=webp&s=8506f79691f15dabfcea4c9077a1db326d08a867', 'width': 108}, {'height': 113, 'url': '... |
Why aren't more people using local models? | 0 | Is anyone still using LLM APIs?
Open models like SmolLM3 (\~3B) and Qwen2-1.5B are getting surprisingly capable - and they run fine on laptops or even phones. With Apple rolling out on-device LLMs in iOS 18, it feels like we’re entering a real local-first phase.
Small models already handle focused jobs: lightweight c... | 2025-10-29T15:37:50 | https://www.reddit.com/r/LocalLLaMA/comments/1oj7ts7/why_arent_more_people_using_local_models/ | SalamanderNo9205 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj7ts7 | false | null | t3_1oj7ts7 | /r/LocalLLaMA/comments/1oj7ts7/why_arent_more_people_using_local_models/ | false | false | self | 0 | null |
Spent the last few weeks falling down the Claude Agent SDK rabbit hole... built AgCluster.dev (open source) | 0 | Hey folks, wanted to share something I've been working on.
Last few weeks I've been falling down the Claude Agent SDK rabbit hole. I really find Claude Code agents very powerful - File System Tools (Read, Write, Edit), Bash with full CLI access, Web Fetch, and Web Search are incredible building blocks.
And then there... | 2025-10-29T15:33:48 | https://www.reddit.com/r/LocalLLaMA/comments/1oj7pvp/spent_the_last_few_weeks_falling_down_the_claude/ | ak47surve | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj7pvp | false | null | t3_1oj7pvp | /r/LocalLLaMA/comments/1oj7pvp/spent_the_last_few_weeks_falling_down_the_claude/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'vjUQ2QAVBAXgI5mNCkP7PoOhf5zqBmUL6uo5e2Zts8I', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/vjUQ2QAVBAXgI5mNCkP7PoOhf5zqBmUL6uo5e2Zts8I.png?width=108&crop=smart&auto=webp&s=9859cef34ff8a0044641bd98d9dc49b6966f6905', 'width': 108}, {'height': 113, 'url': 'h... |
Experimenting with Qwen3-VL for Computer-Using Agents | 11 | Hello everyone,
I’ve been exploring the idea of a Computer Using Agent (CUA), an AI that can look at a computer screen and interact with it directly, the way a human would. For this, I’ve been trying out Qwen3-VL, since it claims to handle multimodal reasoning and action planning.
My setup is pretty straightforward: ... | 2025-10-29T15:27:28 | https://github.com/kira-id/cua.kira | Educational-Echo-766 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oj7jw2 | false | null | t3_1oj7jw2 | /r/LocalLLaMA/comments/1oj7jw2/experimenting_with_qwen3vl_for_computerusing/ | false | false | default | 11 | {'enabled': False, 'images': [{'id': 'GpsrrGH0pWHGUV9Pmf7Qt3rKErWIFx6jAHDmxFpQqBw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GpsrrGH0pWHGUV9Pmf7Qt3rKErWIFx6jAHDmxFpQqBw.png?width=108&crop=smart&auto=webp&s=244a5fd48f0ced29c89bdf839245c2b4da86d75f', 'width': 108}, {'height': 108, 'url': 'h... |
Client program for linux (arch) that supports uploading pdfs, etc. | 3 | What do you guys use as a good client program on your linux machines? I need something that supports uploading PDF documents.
I assume text extraction is done on the client side, right?
I use Archlinux so I have rather use something that is available in AUR or the pacman repos. | 2025-10-29T15:12:25 | https://www.reddit.com/r/LocalLLaMA/comments/1oj75su/client_program_for_linux_arch_that_supports/ | SnowyOwl72 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj75su | false | null | t3_1oj75su | /r/LocalLLaMA/comments/1oj75su/client_program_for_linux_arch_that_supports/ | false | false | self | 3 | null |
AMD Ryzen AI Max+ 395 --EVO-X2 128GB RAM...or...Minisforum MS-S1 Max | 10 | Hey guys, what's is the difference between these twe machines? Why is the minis forum $300 more?
I'm considering either one of these for AI inferencing tasks and model fine tuning. | 2025-10-29T14:39:17 | https://www.reddit.com/r/LocalLLaMA/comments/1oj6b8u/amd_ryzen_ai_max_395_evox2_128gb_ramorminisforum/ | Excellent_Koala769 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj6b8u | false | null | t3_1oj6b8u | /r/LocalLLaMA/comments/1oj6b8u/amd_ryzen_ai_max_395_evox2_128gb_ramorminisforum/ | false | false | self | 10 | null |
JanusCoder by internlm (7B/8B/14B) | 72 | models description:
"We introduce JanusCoder and JanusCoderV, a suite of open-source foundational models designed to establish a unified visual-programmatic interface for code intelligence. This model suite is built upon open-source language models (such as Qwen3-8B and 14B) and multimodal models (such as Qwen2.5-VL a... | 2025-10-29T14:26:23 | https://www.reddit.com/r/LocalLLaMA/comments/1oj5z8p/januscoder_by_internlm_7b8b14b/ | jacek2023 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj5z8p | false | null | t3_1oj5z8p | /r/LocalLLaMA/comments/1oj5z8p/januscoder_by_internlm_7b8b14b/ | false | false | self | 72 | {'enabled': False, 'images': [{'id': 'OTjypIpN6F4EU6sJ1gYpf_xpNcnNYEwScCrqcIwrGyQ', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/OTjypIpN6F4EU6sJ1gYpf_xpNcnNYEwScCrqcIwrGyQ.png?width=108&crop=smart&auto=webp&s=da68bc18f054c108530a9b57b447951f12c03d5b', 'width': 108}, {'height': 116, 'url': 'h... |
I fine-tuned Llama 3.1 to speak a rare Spanish dialect (Aragonese) using Unsloth. It's now ridiculously fast & easy (Full 5-min tutorial) | 13 | > | 2025-10-29T14:20:14 | https://www.reddit.com/r/LocalLLaMA/comments/1oj5tlx/i_finetuned_llama_31_to_speak_a_rare_spanish/ | jokiruiz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj5tlx | false | null | t3_1oj5tlx | /r/LocalLLaMA/comments/1oj5tlx/i_finetuned_llama_31_to_speak_a_rare_spanish/ | false | false | self | 13 | null |
4B model that looks like GPT-5 and focuses on accessibility, a11y, axe, and lighthouse | 53 | Hey everyone! I set out to make the UIGEN-FX 4B model repeat less because I was disappointed with it and make it better using GRPO and ended up with some pretty good results. The original model was not that great (hence 'preview') because it kept repeating on us. So I went ahead and did the RL postraining to remove the... | 2025-10-29T14:04:48 | https://www.reddit.com/gallery/1oj5fgb | smirkishere | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oj5fgb | false | null | t3_1oj5fgb | /r/LocalLLaMA/comments/1oj5fgb/4b_model_that_looks_like_gpt5_and_focuses_on/ | false | false | 53 | null | |
bruh.. | 0 | i feel like David at the dentist
https://preview.redd.it/n74w5szr32yf1.jpg?width=1178&format=pjpg&auto=webp&s=a37420fd136c52ed82de8f88c45c9a46e02e34d1
| 2025-10-29T13:55:51 | https://www.reddit.com/r/LocalLLaMA/comments/1oj579p/bruh/ | Virtual-Quail5760 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj579p | false | null | t3_1oj579p | /r/LocalLLaMA/comments/1oj579p/bruh/ | false | false | 0 | null | |
Which truly open UI do you use for inference? | 22 | It seems open-webui and LM Studio both are not FOSS. I found [jan.ai](http://jan.ai), which seems pretty good at first glance. For images I was using AUTOMATIC1111/stable-diffusion-webui but it was seemingly abandoned. Are there any other worthwhile good tools I should be aware of? Is there a wiki or "awesome" list for... | 2025-10-29T13:50:35 | https://www.reddit.com/r/LocalLLaMA/comments/1oj52n4/which_truly_open_ui_do_you_use_for_inference/ | Yugen42 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj52n4 | false | null | t3_1oj52n4 | /r/LocalLLaMA/comments/1oj52n4/which_truly_open_ui_do_you_use_for_inference/ | false | false | self | 22 | {'enabled': False, 'images': [{'id': 'nGWwRAR23H5iun9vMzk68nI8Gj8hig7wQP-qQ082yaY', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/nGWwRAR23H5iun9vMzk68nI8Gj8hig7wQP-qQ082yaY.png?width=108&crop=smart&auto=webp&s=268b521410b5d5993502826dcfdd2e74e4ec1801', 'width': 108}, {'height': 113, 'url': 'h... |
Local AI Setup for Chatbots – Hardware Suggestions for a 5–10k € Budget? | 1 | Hey everyone,
I am currently working on a research and implementation project where I need to set up a local AI environment. The main goal is to run chatbots that use their own knowledge base (Qdrant as vector database). The database contains FAQs, indexed documents, and scraped website data.
The chatbot already runs... | 2025-10-29T13:27:56 | https://www.reddit.com/r/LocalLLaMA/comments/1oj4it1/local_ai_setup_for_chatbots_hardware_suggestions/ | Melodic-Bit7032 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj4it1 | false | null | t3_1oj4it1 | /r/LocalLLaMA/comments/1oj4it1/local_ai_setup_for_chatbots_hardware_suggestions/ | false | false | self | 1 | null |
Looking to talk with developpers working ONLY on Outbound calls | 0 | Hey,
I want to exchange with people working on outbound calls (not cold calling but any type of outbound calls). I hit so many walls developing solutions for different clients :
* Voicemail filters
* Carrier spam detection
* IVRs + long wait music
* People picking up with awkward timing
* Timezone + automatic callbac... | 2025-10-29T13:24:20 | https://www.reddit.com/r/LocalLLaMA/comments/1oj4frq/looking_to_talk_with_developpers_working_only_on/ | Individual-Leg-5793 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj4frq | false | null | t3_1oj4frq | /r/LocalLLaMA/comments/1oj4frq/looking_to_talk_with_developpers_working_only_on/ | false | false | self | 0 | null |
2025 GPU Price Report: A100 and H100 Cloud Pricing and Availability | 107 | We have just launched an analysis of the availability and pricing of A100 and H100 GPU-based compute instances across AWS, Microsoft Azure, and Google Cloud Platform | 2025-10-29T13:23:24 | https://cast.ai/reports/gpu-price-2025/?ref_id=302 | Rainnis | cast.ai | 1970-01-01T00:00:00 | 0 | {} | 1oj4ez1 | false | null | t3_1oj4ez1 | /r/LocalLLaMA/comments/1oj4ez1/2025_gpu_price_report_a100_and_h100_cloud_pricing/ | false | false | default | 107 | null |
RAG performance seems inconsistent across different hosting setups.. anyone else seeing this? | 3 | Rags are cool but its been frustrating me, and a lot of it depends on the execution environment.. im trying to isolate whats actually causing the issues..
On paper Rag is simple - embed, search, retrieve and generate, done! works great on clean small documents but the moment you throw complex messy real world queries ... | 2025-10-29T13:22:55 | https://www.reddit.com/r/LocalLLaMA/comments/1oj4ej4/rag_performance_seems_inconsistent_across/ | lucasbennett_1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj4ej4 | false | null | t3_1oj4ej4 | /r/LocalLLaMA/comments/1oj4ej4/rag_performance_seems_inconsistent_across/ | false | false | self | 3 | null |
"New Paper from Lossfunk AI Lab (India): 'Think Just Enough: Sequence-Level Entropy as a Confidence Signal for LLM Reasoning' – Accepted at NeurIPS 2025 FoRLM Workshop! | 5 | Hey community, excited to share our latest work from u/lossfunk (a new AI lab in India) on boosting token efficiency in LLMs during reasoning tasks. We introduce a simple yet novel entropy-based framework using Shannon entropy from token-level logprobs as a confidence signal for early stopping—achieving 25-50% computat... | 2025-10-29T13:18:16 | https://www.reddit.com/r/LocalLLaMA/comments/1oj4ak1/new_paper_from_lossfunk_ai_lab_india_think_just/ | ShoddyIndependent883 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj4ak1 | false | null | t3_1oj4ak1 | /r/LocalLLaMA/comments/1oj4ak1/new_paper_from_lossfunk_ai_lab_india_think_just/ | false | false | self | 5 | null |
Best local Coding agent for Cursor/IntelliJ AI with 16GB VRAM and 64GB or 80GB RAM on Linux? | 2 | Hey there!
I have a laptop with 16GB VRAM and currently 16GB soldered + 48GB replaceable DDR5 RAM (so currently 64GB, but I can expand to 80GB), Linux.
At work I use Cursor and for some tasks it works extremely well. I'd like to use a local model offline on my laptop.
1. Is there any local comparable alternative to... | 2025-10-29T13:13:42 | https://www.reddit.com/r/LocalLLaMA/comments/1oj46pm/best_local_coding_agent_for_cursorintellij_ai/ | esamueb32 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj46pm | false | null | t3_1oj46pm | /r/LocalLLaMA/comments/1oj46pm/best_local_coding_agent_for_cursorintellij_ai/ | false | false | self | 2 | null |
If You Want to Understand Why Llama Models Flopped, Zuck is the Cause! | 266 | Below is a short video that attempts to explain why most Meta products fails... Spoiler alert, it's Zuck's fault.
[https://www.youtube.com/watch?v=hb5cYB7Eoj8](https://www.youtube.com/watch?v=hb5cYB7Eoj8)
I strongly believe Llama 5 will not come out any time soon. I don't think there will be any Llama5, to be honest... | 2025-10-29T13:11:25 | https://www.reddit.com/r/LocalLLaMA/comments/1oj44s9/if_you_want_to_understand_why_llama_models/ | Iory1998 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj44s9 | false | null | t3_1oj44s9 | /r/LocalLLaMA/comments/1oj44s9/if_you_want_to_understand_why_llama_models/ | false | false | self | 266 | {'enabled': False, 'images': [{'id': 'hGo_HPpwtEQ6fZTfkCUwTuAiUhPQClsMcXA7yhOeQtU', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/hGo_HPpwtEQ6fZTfkCUwTuAiUhPQClsMcXA7yhOeQtU.jpeg?width=108&crop=smart&auto=webp&s=8f347234e3c83c75ce1d1261c4fcfeb1063029c7', 'width': 108}, {'height': 162, 'url': '... |
Does lmarena use outdated models? | 0 | i was using Gemini 2.5 pro on [lmarena.ai](http://lmarena.ai) and it noticed that i have used the names of some models such as GPT 5 and Gemini 2.5 pro and said that such models do not exist! Then I asked for today's date and it said December 2, 2024. Here's an screenshot:
[https://imgur.com/a/XB4l4TV](https://imgur.c... | 2025-10-29T12:59:05 | https://www.reddit.com/r/LocalLLaMA/comments/1oj3ucz/does_lmarena_use_outdated_models/ | Peace_in_minder | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj3ucz | false | null | t3_1oj3ucz | /r/LocalLLaMA/comments/1oj3ucz/does_lmarena_use_outdated_models/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'z9aPkNwwK1zPs6zuh9Lr7158dDtFksaQOzW7-XzaSo0', 'resolutions': [{'height': 32, 'url': 'https://external-preview.redd.it/8aZON4Tj6-7fwgJKWcYJmccSryyB_tmTqw6Q0_TvdIU.jpg?width=108&crop=smart&auto=webp&s=14b007b25d22857595c5be922fa1f819d1b62659', 'width': 108}, {'height': 64, 'url': 'ht... |
Text-only PDF: Better to use DeepSeek-OCR or upload directly to Claude/ChatGPT? | 0 | I've been reading about DeepSeek-OCR and its "Contexts Optical Compression" approach that converts documents into images and compresses them down to way fewer tokens (like 10x compression with 97% accuracy). My question: If I have a PDF that's just text (not scanned, just a regular digital PDF), is there any advantage ... | 2025-10-29T12:49:02 | https://www.reddit.com/r/LocalLLaMA/comments/1oj3mgg/textonly_pdf_better_to_use_deepseekocr_or_upload/ | zero_coding | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj3mgg | false | null | t3_1oj3mgg | /r/LocalLLaMA/comments/1oj3mgg/textonly_pdf_better_to_use_deepseekocr_or_upload/ | false | false | self | 0 | null |
OpenAI: gpt-oss-safeguard: two open-weight reasoning models built for safety classification (Now on Hugging Face) | 45 |
gpt-oss-safeguard lets developers use their own custom policies to classify content. The model interprets those policies to classify messages, responses, and conversations.
These models are fine-tuned versions of our gpt-oss open models, available under Apache 2.0 license.
Now on Hugging Face: [https://x.com/Ope... | 2025-10-29T12:23:51 | https://www.reddit.com/r/LocalLLaMA/comments/1oj32pd/openai_gptosssafeguard_two_openweight_reasoning/ | Nunki08 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj32pd | false | null | t3_1oj32pd | /r/LocalLLaMA/comments/1oj32pd/openai_gptosssafeguard_two_openweight_reasoning/ | false | false | self | 45 | null |
Ollama supports Qwen3-VL locally! | 0 | [Ollama v0.12.7-rc0](https://github.com/ollama/ollama/releases) now supports [Qwen3-VL](https://ollama.com/library/qwen3-vl/tags) locally from 2B to 32B! | 2025-10-29T12:13:33 | https://www.reddit.com/r/LocalLLaMA/comments/1oj2ut1/ollama_supports_qwen3vl_locally/ | chibop1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj2ut1 | false | null | t3_1oj2ut1 | /r/LocalLLaMA/comments/1oj2ut1/ollama_supports_qwen3vl_locally/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'raG_erSjK_wMjhqbY4b_eX8P5zVLFTBmMPl-TFIe_jE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/raG_erSjK_wMjhqbY4b_eX8P5zVLFTBmMPl-TFIe_jE.png?width=108&crop=smart&auto=webp&s=0a29470f2d2e7db85b0edeeb8753a37e8882014b', 'width': 108}, {'height': 108, 'url': 'h... |
dots.llm2 is coming...? | 50 | [https://huggingface.co/rednote-hilab/dots.llm1.inst](https://huggingface.co/rednote-hilab/dots.llm1.inst) is 143B MoE model published about half year ago (supported by llama.cpp)
dots2: [https://x.com/xeophon\_/status/1982728458791968987](https://x.com/xeophon_/status/1982728458791968987)
"The dots.llm2 model was in... | 2025-10-29T11:15:40 | jacek2023 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oj1qa0 | false | null | t3_1oj1qa0 | /r/LocalLLaMA/comments/1oj1qa0/dotsllm2_is_coming/ | false | false | default | 50 | {'enabled': True, 'images': [{'id': 'i6wxpmesa1yf1', 'resolutions': [{'height': 29, 'url': 'https://preview.redd.it/i6wxpmesa1yf1.png?width=108&crop=smart&auto=webp&s=13afd455d1320053416b39d3ec03d49632082b19', 'width': 108}, {'height': 58, 'url': 'https://preview.redd.it/i6wxpmesa1yf1.png?width=216&crop=smart&auto=webp... | |
Best/Good Model for Understanding + Tool-Calling? | 2 | I need your help. I'm currently working on a Python Langchain/Langgraph project and want to create a complex AI agent. Ten tools are available, and the system prompt is described in great detail, including which tools it has, what it should do in which processes, what the limits are, etc. It's generally about tax law a... | 2025-10-29T11:11:51 | https://www.reddit.com/r/LocalLLaMA/comments/1oj1nrx/bestgood_model_for_understanding_toolcalling/ | Bowdenzug | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj1nrx | false | null | t3_1oj1nrx | /r/LocalLLaMA/comments/1oj1nrx/bestgood_model_for_understanding_toolcalling/ | false | false | self | 2 | null |
L16 Prompt Drift: GPT-2 vs LLaMA-3-8B — IDENTICAL DRIFT | 0 | \*\*L16 Prompt Drift: GPT-2 vs LLaMA-3-8B — IDENTICAL DRIFT\*\*
Just ran the same L16 on \*\*LLaMA-3-8B-Instruct\*\*.
\*\*Result\*\*:
\- \*\*Exact same drift profile\*\*
\- \*\*Certainty + Rare Word = +0.70 drift (p<0.01)\*\*
\- \*\*Truth = 1.0 in all 32 runs\*\*
\*\*Live Colab (switch models in 1 lin... | 2025-10-29T11:06:50 | https://www.reddit.com/r/LocalLLaMA/comments/1oj1kh6/l16_prompt_drift_gpt2_vs_llama38b_identical_drift/ | Mysterious_Doubt_341 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj1kh6 | false | null | t3_1oj1kh6 | /r/LocalLLaMA/comments/1oj1kh6/l16_prompt_drift_gpt2_vs_llama38b_identical_drift/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg.png?width=108&crop=smart&auto=webp&s=3118973964e59402feea50688d746b67ecd3d2df', 'width': 108}, {'height': 216, 'url': '... |
Need advice on building a GPU-based render/Al compute setup: Unsure about hardware direction | 1 | Hey everyone,
I'm in the early stages of planning a high performance GPU compute setup that will primarily be used for heavy rendering and maybe Al workloads. I'm still finalizing the exact business and infrastructure details, but right now I need to make some critical hardware decisions.
I'm trying to figure out wha... | 2025-10-29T10:59:19 | https://www.reddit.com/r/LocalLLaMA/comments/1oj1f7n/need_advice_on_building_a_gpubased_renderal/ | One_Abroad_5937 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oj1f7n | false | null | t3_1oj1f7n | /r/LocalLLaMA/comments/1oj1f7n/need_advice_on_building_a_gpubased_renderal/ | false | false | self | 1 | null |
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