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AMD + NVIDIA GPU | 1 | I've got a RTX 5070 Ti (PCIe 5.0x16, CPU) and a RX 5700 XT (PCIe 4.0x4, CPU) in my AM5 PC.
Is there a way to use both GPUs and the CPU to run the same gguf model? | 2025-10-20T11:33:40 | https://www.reddit.com/r/LocalLLaMA/comments/1obgm8u/amd_nvidia_gpu/ | Wundsalz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obgm8u | false | null | t3_1obgm8u | /r/LocalLLaMA/comments/1obgm8u/amd_nvidia_gpu/ | false | false | self | 1 | null |
Which LLM to use to replace Gemma3? | 4 | I build a complex program that uses Gemma 3 27b to add a memory node graph, drives, emotions, goals, needs, identity and so onto it, but I'm still using Gemma 3 to run the whole thing.
Is there any non-thinking LLM as of now that I can fully fit on my 3090 that can also handle complex JSON output and is good at conver... | 2025-10-20T11:20:25 | https://www.reddit.com/r/LocalLLaMA/comments/1obgdae/which_llm_to_use_to_replace_gemma3/ | PSInvader | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obgdae | false | null | t3_1obgdae | /r/LocalLLaMA/comments/1obgdae/which_llm_to_use_to_replace_gemma3/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'JDv-JdUWqZeAfz3cVc1YJxGxxPPKzP8VXdiF3jDrxtk', 'resolutions': [{'height': 98, 'url': 'https://external-preview.redd.it/JDv-JdUWqZeAfz3cVc1YJxGxxPPKzP8VXdiF3jDrxtk.png?width=108&crop=smart&auto=webp&s=33d42416e7cf13bf6c5f2323c68050ace12c0d0e', 'width': 108}, {'height': 197, 'url': 'h... |
Is Meta done with open-source Llama releases? | 41 | Was cleaning up my local LM stacks and noticed all the old Llama models I had. Brought back memories of how much fun they were — made me wonder, is Meta done releasing open-source models? | 2025-10-20T11:19:17 | https://www.reddit.com/r/LocalLLaMA/comments/1obgci1/is_meta_done_with_opensource_llama_releases/ | emimix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obgci1 | false | null | t3_1obgci1 | /r/LocalLLaMA/comments/1obgci1/is_meta_done_with_opensource_llama_releases/ | false | false | self | 41 | null |
Best Model for OCR | 2 | I'm trying to integrate Meal Tracker and Nutrition Label OCR in one of my projects.
Right now I've used Gpt-4o and Gemini 2.5 flash and the results are good.
What are the best/optimal solutions for this kinda problem which are of course cheap and good in performance and accuracy as well | 2025-10-20T11:07:44 | https://www.reddit.com/r/LocalLLaMA/comments/1obg4om/best_model_for_ocr/ | Savings_Day_1595 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obg4om | false | null | t3_1obg4om | /r/LocalLLaMA/comments/1obg4om/best_model_for_ocr/ | false | false | self | 2 | null |
ollama for toys, vLLM for cloud production, who used EXO? | 0 | Hi,
I heard many times about ollama and I run it locally on laptop. Most production solution recommend vLLM, like Mistral, Hugging Face, Llama Stack official documentation mention vLLM.
What about EXO? Did anyone use it? What are benefits? | 2025-10-20T11:01:35 | https://www.reddit.com/r/LocalLLaMA/comments/1obg11j/ollama_for_toys_vllm_for_cloud_production_who/ | kasianenko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obg11j | false | null | t3_1obg11j | /r/LocalLLaMA/comments/1obg11j/ollama_for_toys_vllm_for_cloud_production_who/ | false | false | self | 0 | null |
Practical takeaways from recent hands-on use of PaddleOCR‑VL 0.9B | 19 | Bottom line up front: I care most about whether complex layouts can be restored into structured data, whether handwriting tables and formulas are stable, and local inference speed and cost. Paddleocr‑VL 0.9B feels purpose built for production, especially for multi column PDFs, table structures, and formulas. Cloud mode... | 2025-10-20T10:50:26 | https://www.reddit.com/r/LocalLLaMA/comments/1obfwt9/practical_takeaways_from_recent_handson_use_of/ | contportvas | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obfwt9 | false | null | t3_1obfwt9 | /r/LocalLLaMA/comments/1obfwt9/practical_takeaways_from_recent_handson_use_of/ | false | false | self | 19 | {'enabled': False, 'images': [{'id': 'so92btUv2x-sag9aEkVPkOEeOZ-pGD9IrU6oXVc8bYc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/so92btUv2x-sag9aEkVPkOEeOZ-pGD9IrU6oXVc8bYc.png?width=108&crop=smart&auto=webp&s=2b6867a99b296af139bf92baba4ba9c23c5190f2', 'width': 108}, {'height': 116, 'url': 'h... |
DAMN! Kimi K2 is 5x faster and more accurate than frontier proprietary models | 80 | ERROR: type should be string, got "https://preview.redd.it/bw20aruc58wf1.png?width=1192&format=png&auto=webp&s=80ef4d2d3b6b194d08a290d37a68cd1f5bd072bb\n\nGuillermo Rauch (**Vercel CEO**) just shared benchmark results from their internal agent testing. That’s roughly **5× faster** and **50% higher accuracy** than the top proprietary models\n\nIt’s wild to see open source models not just catching up but starting to outperform in both efficiency and accuracy." | 2025-10-20T10:33:42 | https://www.reddit.com/r/LocalLLaMA/comments/1obftw9/damn_kimi_k2_is_5x_faster_and_more_accurate_than/ | nekofneko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obftw9 | false | null | t3_1obftw9 | /r/LocalLLaMA/comments/1obftw9/damn_kimi_k2_is_5x_faster_and_more_accurate_than/ | false | false | 80 | null | |
Best story AI | 0 | I have a Rtx 5060ti 16gb ( lucky I didn't choose 5070) and 32gb ram (probably doesn't help much 😔) And I am writing stories, Chat-gpt is great, but the memory is uh....not good enough, the longer the conversation is, the more I have to keep reminding him. So I am thinking about use an AI locally( for a lot better pers... | 2025-10-20T10:28:24 | https://www.reddit.com/r/LocalLLaMA/comments/1obft8r/best_story_ai/ | Adorable-Opening-199 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obft8r | false | null | t3_1obft8r | /r/LocalLLaMA/comments/1obft8r/best_story_ai/ | false | false | self | 0 | null |
DreamOmni2 — multimodal instruction-based editing & generation (web demo + code) | 9 | Open-source, unified model that uses text + reference images to do precise edits or full generations, including abstract attributes and multi-reference workflows. See the project page demos, try the HF Web demo, and grab code + weights.
• Capabilities shown: object replacement, lighting/style transfer, pose/expression... | 2025-10-20T09:55:55 | https://www.reddit.com/r/LocalLLaMA/comments/1obfodq/dreamomni2_multimodal_instructionbased_editing/ | freesysck | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obfodq | false | null | t3_1obfodq | /r/LocalLLaMA/comments/1obfodq/dreamomni2_multimodal_instructionbased_editing/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'lo4RCH8mfgTlqEWmyarAJ2ziZKTszAic3Z2bECjvO14', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/lo4RCH8mfgTlqEWmyarAJ2ziZKTszAic3Z2bECjvO14.png?width=108&crop=smart&auto=webp&s=57055d2f4848d92480b43f8702e119cd7c5bd17b', 'width': 108}, {'height': 116, 'url': 'h... |
What kind of hardware do you need to run and train a big LLM locally ? | 1 | Hey folks,
I’ve been diving deeper into local LLMs lately and I’m curious about a few things that I can’t seem to find a solid, real-world answer for:
1. **What model size is generally considered “comfortable” for a ChatGPT-like experience?** I’m not talking about GPT-4 quality exactly — just something that feels smo... | 2025-10-20T09:50:50 | https://www.reddit.com/r/LocalLLaMA/comments/1obfn0y/what_kind_of_hardware_do_you_need_to_run_and/ | DarealCoughyy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obfn0y | false | null | t3_1obfn0y | /r/LocalLLaMA/comments/1obfn0y/what_kind_of_hardware_do_you_need_to_run_and/ | false | false | self | 1 | null |
Captioning | 0 | Hi! Do you have any suggestions for the best model to train from scratch on a 64k dataset? | 2025-10-20T09:47:11 | https://www.reddit.com/r/LocalLLaMA/comments/1obfm35/captioning/ | CompetitionOk5997 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obfm35 | false | null | t3_1obfm35 | /r/LocalLLaMA/comments/1obfm35/captioning/ | false | false | self | 0 | null |
does MOE means lesser GPU? | 0 | Hey Guys,
I am little confused unto this. I thought of planinng a home lab for LLMs for daily thing nothing fance. I see recently many good MOE models came which are quite good in tool calling and instruction following. I thought I need GPU only for active params but when I asked chatGPT it said no, I will need GP... | 2025-10-20T09:20:46 | https://www.reddit.com/r/LocalLLaMA/comments/1obfduz/does_moe_means_lesser_gpu/ | bhupesh-g | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obfduz | false | null | t3_1obfduz | /r/LocalLLaMA/comments/1obfduz/does_moe_means_lesser_gpu/ | false | false | 0 | null | |
Assistance needed in building a clone | 1 | Are there any free lancers out here that will get me started in building a clone of myself? I can go into greater detail if someone takes on projects like that. I am pretty low level knowledge regarding the process, strapped for time and not a coder at all!!! Given a raod map, I can follow it. Thanks | 2025-10-20T08:57:39 | https://www.reddit.com/r/LocalLLaMA/comments/1obf1vk/assistance_needed_in_building_a_clone/ | Happyhotwifenow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obf1vk | false | null | t3_1obf1vk | /r/LocalLLaMA/comments/1obf1vk/assistance_needed_in_building_a_clone/ | false | false | self | 1 | null |
Suggestion! SD Workstation Threadripper PRO + RTX 6000 Blackwell | 1 | I am looking to run stable diffusion on 24 hours via API and there will be 4 customers at the same time.
* Does below configuration makes sense?
* Are there any conflicts between hardware i choose?
[System Specs](https://preview.redd.it/6cyli356c8wf1.png?width=1157&format=png&auto=webp&s=d9efe6b38113beb12a1efa8d0... | 2025-10-20T08:50:42 | https://www.reddit.com/r/LocalLLaMA/comments/1obeych/suggestion_sd_workstation_threadripper_pro_rtx/ | visionkhawar512 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obeych | false | null | t3_1obeych | /r/LocalLLaMA/comments/1obeych/suggestion_sd_workstation_threadripper_pro_rtx/ | false | false | 1 | null | |
Hands-on tutorial on fine-tuning Small Vision Models | 15 | In this repository you will learn how to build and deploy high-accuracy-and-low-latency image classifers into your phone using local Visual Language Models.
We will use
* a sequence of increasingly complex classification tasks, to uncover step-by-step how to build highly-specialized image classification systems, tail... | 2025-10-20T08:49:12 | https://www.reddit.com/r/LocalLLaMA/comments/1obexku/handson_tutorial_on_finetuning_small_vision_models/ | PauLabartaBajo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obexku | false | null | t3_1obexku | /r/LocalLLaMA/comments/1obexku/handson_tutorial_on_finetuning_small_vision_models/ | false | false | self | 15 | {'enabled': False, 'images': [{'id': '7QUiksPUSH_9tBS9MFsoNYyq8h1YZyhG7Ci-T9dM5wA', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/jXJFO9Mb0HwA99A7iDJEl7Phs1zHyHKadm3WWMstigA.jpg?width=108&crop=smart&auto=webp&s=2458dc3e06584eeb4a448513cca024d9d9ba9c6c', 'width': 108}, {'height': 116, 'url': 'h... |
Debugging at llama.cpp server side | 7 | Given a llama.cpp server, what is the best way to dump all the requests/responses send/received from it?
Some AI tools/plugins/UIs work quite fast, while some work quite slow with seemingly the same request. Probably that is because the prompt prefixed before the actual request is quite large? I want to read/debug the... | 2025-10-20T08:35:02 | https://www.reddit.com/r/LocalLLaMA/comments/1obeq5q/debugging_at_llamacpp_server_side/ | Bird476Shed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obeq5q | false | null | t3_1obeq5q | /r/LocalLLaMA/comments/1obeq5q/debugging_at_llamacpp_server_side/ | false | false | self | 7 | null |
Is this affordable server useful for a multicard setup ? | 0 | Gigabyte G431-MM0 AMD EPYC 3151 SoC 0GB DDR4 10X GPU 4X SFF 4U Rack Server found on the German EBAY:
https://www.ebay.de/itm/166801259652
Your thoughts are appreciated. | 2025-10-20T08:19:12 | https://www.reddit.com/r/LocalLLaMA/comments/1obegxi/is_this_affordable_server_useful_for_a_multicard/ | HumanDrone8721 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obegxi | false | null | t3_1obegxi | /r/LocalLLaMA/comments/1obegxi/is_this_affordable_server_useful_for_a_multicard/ | false | false | self | 0 | null |
Dual gpu setup, one gpu functions normally, the other spikes, why does this happen? | 6 | Does anyone know why this happens? I’m using behemoth 123B at Q2 K S on 2 MI50 32gbs. When prompt processing, everything is normal on the first gpu but the graph is spiky on the second one. Could this be because of pcie lanes? Because the only difference between them is that the second one is connected with pcie 3.0 x4... | 2025-10-20T07:50:00 | https://i.redd.it/vjobsc5c28wf1 | opoot_ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1obdyve | false | null | t3_1obdyve | /r/LocalLLaMA/comments/1obdyve/dual_gpu_setup_one_gpu_functions_normally_the/ | false | false | default | 6 | {'enabled': True, 'images': [{'id': 'oBiIkp3Tz30NYUbQ6u2Bvomo6k9wzXBZ7epB7h2C3J4', 'resolutions': [{'height': 69, 'url': 'https://preview.redd.it/vjobsc5c28wf1.jpeg?width=108&crop=smart&auto=webp&s=11fb473dfa2d66a20e2347731d8eaf31b9f04ee6', 'width': 108}], 'source': {'height': 126, 'url': 'https://preview.redd.it/vjobs... |
Why is Perplexity so fast | 0 | I want to know that how is Perplexity so fast like when I use its quick mode it start generating answer in 1or 2 sec | 2025-10-20T07:01:24 | https://www.reddit.com/r/LocalLLaMA/comments/1obd631/why_is_perplexity_so_fast/ | TopFuture2709 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obd631 | false | null | t3_1obd631 | /r/LocalLLaMA/comments/1obd631/why_is_perplexity_so_fast/ | false | false | self | 0 | null |
Why is Perplexity so fast | 1 | [removed] | 2025-10-20T06:57:31 | https://www.reddit.com/r/LocalLLaMA/comments/1obd3ud/why_is_perplexity_so_fast/ | ShoulderTough8758 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obd3ud | false | null | t3_1obd3ud | /r/LocalLLaMA/comments/1obd3ud/why_is_perplexity_so_fast/ | false | false | self | 1 | null |
How Perplexity so fast | 1 | [removed] | 2025-10-20T06:56:41 | https://www.reddit.com/r/LocalLLaMA/comments/1obd3dm/how_perplexity_so_fast/ | ShoulderTough8758 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obd3dm | false | null | t3_1obd3dm | /r/LocalLLaMA/comments/1obd3dm/how_perplexity_so_fast/ | false | false | self | 1 | null |
Can ByteDance-Seed/UI-TARS-1.5-7B be loaded in a single 3090 in VLLM? | 5 | Or am I just banging my head against wall? | 2025-10-20T06:37:33 | https://www.reddit.com/r/LocalLLaMA/comments/1obcskt/can_bytedanceseeduitars157b_be_loaded_in_a_single/ | NoFudge4700 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obcskt | false | null | t3_1obcskt | /r/LocalLLaMA/comments/1obcskt/can_bytedanceseeduitars157b_be_loaded_in_a_single/ | false | false | self | 5 | null |
One 5090 or five 5060 Ti? | 8 | They price out to about the same, 380$ish for one 5060 Ti or 2k$ for a 5090. On paper 5 5060s (dropping the Ti here for laziness) should be better, with 80 GB VRAM and 2240 GB/s total bandwidth, but we all know things don't scale that cleanly. Assume I can connect and power them - I have a Threadripper board I could us... | 2025-10-20T06:32:09 | https://www.reddit.com/r/LocalLLaMA/comments/1obcphd/one_5090_or_five_5060_ti/ | emrlddrgn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obcphd | false | null | t3_1obcphd | /r/LocalLLaMA/comments/1obcphd/one_5090_or_five_5060_ti/ | false | false | self | 8 | null |
DeepSeek releases DeepSeek OCR | 477 | [https://huggingface.co/deepseek-ai/DeepSeek-OCR](https://huggingface.co/deepseek-ai/DeepSeek-OCR)
https://preview.redd.it/t4ji6agdn7wf1.png?width=2646&format=png&auto=webp&s=f76bdf09e595fa18f0d701b98f9b0f3ed01ee5db
| 2025-10-20T06:26:26 | https://www.reddit.com/r/LocalLLaMA/comments/1obcm9r/deepseek_releases_deepseek_ocr/ | nekofneko | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obcm9r | false | null | t3_1obcm9r | /r/LocalLLaMA/comments/1obcm9r/deepseek_releases_deepseek_ocr/ | false | false | 477 | {'enabled': False, 'images': [{'id': 'ddlXXAanndfx0k3ivMcCdrEJtDQlMZs1JyMP8q81Yms', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/ddlXXAanndfx0k3ivMcCdrEJtDQlMZs1JyMP8q81Yms.png?width=108&crop=smart&auto=webp&s=f5914164124ed5d207c21a93e57848c65e8782f0', 'width': 108}, {'height': 116, 'url': 'h... | |
deepseek-ai/DeepSeek-OCR · Hugging Face | 2 | 2025-10-20T06:25:31 | https://huggingface.co/deepseek-ai/DeepSeek-OCR | Dark_Fire_12 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1obclqt | false | null | t3_1obclqt | /r/LocalLLaMA/comments/1obclqt/deepseekaideepseekocr_hugging_face/ | false | false | default | 2 | null | |
I built a plug-n-play AI PC running Ollama and OpenWebUI | 1 | 2025-10-20T06:14:46 | https://www.reddit.com/gallery/1obcfqn | boxgpt | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1obcfqn | false | null | t3_1obcfqn | /r/LocalLLaMA/comments/1obcfqn/i_built_a_plugnplay_ai_pc_running_ollama_and/ | false | false | 1 | null | ||
Help me pick a machine for running Jarvis like personal assistant | 2 | Hey,
I am starting a project to create a fully local personal assistant running my home ( and me really ), I have macbook air m3 with 16GB memory now - and it's certainly not enough, I have a $4.000 budget.
This is inference only, any training I will need to do, I will likely utilize cloud resources. But for infer... | 2025-10-20T06:10:19 | https://www.reddit.com/r/LocalLLaMA/comments/1obcd8o/help_me_pick_a_machine_for_running_jarvis_like/ | Agreeable-Chef4882 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obcd8o | false | null | t3_1obcd8o | /r/LocalLLaMA/comments/1obcd8o/help_me_pick_a_machine_for_running_jarvis_like/ | false | false | self | 2 | null |
Which LLM should i use for my local bussiness | 0 | I work as an electronics engineer at a small company. Because I'm a veteran of the company, they constantly call me to ask about paperwork (purchase orders, annual leave requests, changing computer passwords, etc.). However, the documentation clearly states how to do these tasks, but no one reads them. I want to build ... | 2025-10-20T05:17:31 | Civil-Development-56 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1obbibx | false | null | t3_1obbibx | /r/LocalLLaMA/comments/1obbibx/which_llm_should_i_use_for_my_local_bussiness/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'u6m1hpsya7wf1', 'resolutions': [{'height': 72, 'url': 'https://preview.redd.it/u6m1hpsya7wf1.jpeg?width=108&crop=smart&auto=webp&s=89e2632890ffa581f83cd3e879b7c33953da9062', 'width': 108}, {'height': 144, 'url': 'https://preview.redd.it/u6m1hpsya7wf1.jpeg?width=216&crop=smart&auto=w... | |
That one time when you connect the monitor to integrated graphics and run AI | 0 | 22.5 tokens/s on 20B open AI q4 quant 4k window | 2025-10-20T05:13:58 | OldEffective9726 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1obbg68 | false | null | t3_1obbg68 | /r/LocalLLaMA/comments/1obbg68/that_one_time_when_you_connect_the_monitor_to/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 's6dg979da7wf1', 'resolutions': [{'height': 69, 'url': 'https://preview.redd.it/s6dg979da7wf1.png?width=108&crop=smart&auto=webp&s=3ef31cd5187c86458ed694a2f5447783bf47365e', 'width': 108}, {'height': 138, 'url': 'https://preview.redd.it/s6dg979da7wf1.png?width=216&crop=smart&auto=web... | |
What are your /r/LocalLLaMA "hot-takes"? | 88 | Or something that goes against the general opinions of the community? Vibes are the only benchmark that counts after all.
I tend to agree with the flow on most things *but* my thoughts that I'd consider going against the grain:
- QwQ was think-slop and was never *that* good
- Qwen3-32B is still SOTA for 32GB and und... | 2025-10-20T04:55:04 | https://www.reddit.com/r/LocalLLaMA/comments/1obb4c4/what_are_your_rlocalllama_hottakes/ | ForsookComparison | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obb4c4 | false | null | t3_1obb4c4 | /r/LocalLLaMA/comments/1obb4c4/what_are_your_rlocalllama_hottakes/ | false | false | self | 88 | null |
Options for truly local TTS software or models? | 0 | I'm looking for TTS that isn't an API and runds completely on hardware. There's always the default microsft voices, but is there anything a bit more advanced? Something that can work in LM studio, or is even a stand alone application?
I'm just concerned with training data/telemetry being sent to an api. | 2025-10-20T04:49:32 | https://www.reddit.com/r/LocalLLaMA/comments/1obb0rp/options_for_truly_local_tts_software_or_models/ | AI_Renaissance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obb0rp | false | null | t3_1obb0rp | /r/LocalLLaMA/comments/1obb0rp/options_for_truly_local_tts_software_or_models/ | false | false | self | 0 | null |
Need easy to install local TTS recommendations. | 1 | So like I tried to download orpheus, and use it with LM studio, but I can't figure out how to launch a server.
I just get empty java page and code on the dev console that says
\[ERROR\] Unexpected endpoint or method. (GET /). Returning 200 anyway.
I was wondering if there were any specific standalone local fr... | 2025-10-20T04:40:16 | https://www.reddit.com/r/LocalLLaMA/comments/1obaufq/need_easy_to_install_local_tts_recommendations/ | AI_Renaissance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obaufq | false | null | t3_1obaufq | /r/LocalLLaMA/comments/1obaufq/need_easy_to_install_local_tts_recommendations/ | false | false | self | 1 | null |
🔥 BFL killed finetuning — no migration, no explanation. What’s going on? | 0 | So… BFL just quietly announced that all finetuning APIs will be deprecated by October 31, 2025, including `/v1/finetune`, `flux-pro-finetuned`, and every `*-finetuned` model.
The release note (https://docs.bfl.ai/release-notes) literally says:
>“No migration path available. Finetuning functionality will be discontinu... | 2025-10-20T04:14:49 | https://www.reddit.com/r/LocalLLaMA/comments/1obabrv/bfl_killed_finetuning_no_migration_no_explanation/ | ReviewThis6614 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1obabrv | false | null | t3_1obabrv | /r/LocalLLaMA/comments/1obabrv/bfl_killed_finetuning_no_migration_no_explanation/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'n4nqgWGH1BcT3bnlYqwyNeVIbOUm-oxIDdck2dqmulk', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/n4nqgWGH1BcT3bnlYqwyNeVIbOUm-oxIDdck2dqmulk.png?width=108&crop=smart&auto=webp&s=4c80b0e9c273ebb2e4e4e9ec8f5888c17b9401b9', 'width': 108}, {'height': 113, 'url': 'h... | |
What happens when Chinese companies stop providing open source models? | 383 | What happens when Chinese companies stop providing open source models? Good example would be Alibaba's WAN. It was open source until the last version WAN2.5, which is closed source and it costs money. What happens when they start doing this across the board? | 2025-10-20T03:51:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ob9vvk/what_happens_when_chinese_companies_stop/ | 1BlueSpork | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob9vvk | false | null | t3_1ob9vvk | /r/LocalLLaMA/comments/1ob9vvk/what_happens_when_chinese_companies_stop/ | false | false | self | 383 | null |
Good blogs or write ups on maximizing AI while not completely vibe coding | 9 | I just got into the world of Claude code and open code after using copilot for a year. It’s so much better, and I’m really feeling the powers of boosting my workflow to a much higher level. At the same time, sometimes I get too carried away and spend lots of time cleaning up AI slop.
Recently, I started using detailed... | 2025-10-20T03:34:22 | https://www.reddit.com/r/LocalLLaMA/comments/1ob9k3p/good_blogs_or_write_ups_on_maximizing_ai_while/ | atom9408 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob9k3p | false | null | t3_1ob9k3p | /r/LocalLLaMA/comments/1ob9k3p/good_blogs_or_write_ups_on_maximizing_ai_while/ | false | false | self | 9 | null |
How I Built Lightning-Fast Vector Search for Legal Documents | 27 | 2025-10-20T03:22:16 | https://medium.com/@adlumal/how-i-built-lightning-fast-vector-search-for-legal-documents-fbc3eaad55ea | Neon0asis | medium.com | 1970-01-01T00:00:00 | 0 | {} | 1ob9bli | false | null | t3_1ob9bli | /r/LocalLLaMA/comments/1ob9bli/how_i_built_lightningfast_vector_search_for_legal/ | false | false | default | 27 | {'enabled': False, 'images': [{'id': 'yTyQwb8h92SADq3dGPHjZVD8A4qDhAKutT4IHEH7UFE', 'resolutions': [{'height': 77, 'url': 'https://external-preview.redd.it/yTyQwb8h92SADq3dGPHjZVD8A4qDhAKutT4IHEH7UFE.png?width=108&crop=smart&auto=webp&s=32102c8620878e72ebf240f045b7e099f00d15db', 'width': 108}, {'height': 155, 'url': 'h... | |
Identify This Nvidia Jetson Board? | 0 | 2025-10-20T03:13:44 | https://www.reddit.com/r/LocalLLaMA/comments/1ob95ja/identify_this_nvidia_jetson_board/ | Both-Activity6432 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob95ja | false | null | t3_1ob95ja | /r/LocalLLaMA/comments/1ob95ja/identify_this_nvidia_jetson_board/ | false | false | 0 | null | ||
How do you guys generate/prepare your coding datasets? | 0 | Honestly, I'm questioning if I even need to include coding data for my fine-tuning, but I figured I'd ask just in case!
I've used the Claude API and Codex before. Now, I'm considering using **Qwen3-Coder-30B** for simpler tasks.
What level of complexity/quality should I ask for? (Although, I doubt my own skills are g... | 2025-10-20T02:29:45 | https://www.reddit.com/r/LocalLLaMA/comments/1ob8a40/how_do_you_guys_generateprepare_your_coding/ | Patience2277 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob8a40 | false | null | t3_1ob8a40 | /r/LocalLLaMA/comments/1ob8a40/how_do_you_guys_generateprepare_your_coding/ | false | false | 0 | null | |
Nvidia's OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM | 31 | 2025-10-20T02:02:11 | https://huggingface.co/nvidia/omnivinci | ninjasaid13 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ob7q6m | false | null | t3_1ob7q6m | /r/LocalLLaMA/comments/1ob7q6m/nvidias_omnivinci_enhancing_architecture_and_data/ | false | false | default | 31 | {'enabled': False, 'images': [{'id': 'T8a1JuGOfWYN7yWqfBi5-bruC3MzoVLZu36ygPTxd0o', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/T8a1JuGOfWYN7yWqfBi5-bruC3MzoVLZu36ygPTxd0o.png?width=108&crop=smart&auto=webp&s=5ef3666ba66354207a5d19ebd0fe3c3cb2d270d6', 'width': 108}, {'height': 116, 'url': 'h... | |
How can I run a VL model on a Smartphone? | 0 | I know there are several apps that can run VL models, and I know I can compile llama.cpp on my phone and run models, but is there a good interface to perform inference on these models besides the google ai gallery? | 2025-10-20T01:56:57 | https://www.reddit.com/r/LocalLLaMA/comments/1ob7mcy/how_can_i_run_a_vl_model_on_a_smartphone/ | klop2031 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob7mcy | false | null | t3_1ob7mcy | /r/LocalLLaMA/comments/1ob7mcy/how_can_i_run_a_vl_model_on_a_smartphone/ | false | false | self | 0 | null |
Mac Studio vs. DGX Spark for Local LLMs — Early Token/sec Comparison (Looking for Better Data) | 1 | [removed] | 2025-10-20T01:30:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ob73ax/mac_studio_vs_dgx_spark_for_local_llms_early/ | MikeBeezzz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob73ax | false | null | t3_1ob73ax | /r/LocalLLaMA/comments/1ob73ax/mac_studio_vs_dgx_spark_for_local_llms_early/ | false | false | self | 1 | null |
GIGABYTE AI TOP ATOM Introduces NVIDIA Grace Blackwell GB10 Performance for the Desktop | 43 | 2025-10-20T01:23:37 | https://linuxgizmos.com/gigabyte-ai-top-atom-introduces-nvidia-grace-blackwell-gb10-performance-for-the-desktop/ | DeliciousBelt9520 | linuxgizmos.com | 1970-01-01T00:00:00 | 0 | {} | 1ob6ydq | false | null | t3_1ob6ydq | /r/LocalLLaMA/comments/1ob6ydq/gigabyte_ai_top_atom_introduces_nvidia_grace/ | false | false | default | 43 | {'enabled': False, 'images': [{'id': '9USPaHCqnaWZUhhwpPcmVYuxokNlKHBzm3mdxx2L9rE', 'resolutions': [{'height': 84, 'url': 'https://external-preview.redd.it/9USPaHCqnaWZUhhwpPcmVYuxokNlKHBzm3mdxx2L9rE.png?width=108&crop=smart&auto=webp&s=73734091bc01ba212fdec99dab217cb12df2c5d3', 'width': 108}, {'height': 169, 'url': 'h... | |
Testing Pre-release(before nerfed) Gemini 3.0 pro (OrionMist) entire 1 min cartoon , zero shot , only svg animation + code | 5 | 2025-10-20T00:39:14 | https://v.redd.it/5pgfmriex5wf1 | balianone | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ob61vf | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/5pgfmriex5wf1/DASHPlaylist.mpd?a=1763512769%2CZDM4MjBiNTRkNWIyNmM4MjAzNmE4MjBiYmJjNmVhNmJmMjI3M2IzNGI2OTg4Y2M4ODA3ZmU3NDM5YTAxNTA5Ng%3D%3D&v=1&f=sd', 'duration': 61, 'fallback_url': 'https://v.redd.it/5pgfmriex5wf1/DASH_1080.mp4?source=fallback', 'h... | t3_1ob61vf | /r/LocalLLaMA/comments/1ob61vf/testing_prereleasebefore_nerfed_gemini_30_pro/ | false | false | 5 | {'enabled': False, 'images': [{'id': 'c2x5eHdpYmh4NXdmMa8-WRyYQkv4w-V-pO7BQ_INA615q8OCX1IxZNhnrLGC', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/c2x5eHdpYmh4NXdmMa8-WRyYQkv4w-V-pO7BQ_INA615q8OCX1IxZNhnrLGC.png?width=108&crop=smart&format=pjpg&auto=webp&s=b5f8c82bf1b3dd18fae6ff9d1e8f51373211e... | ||
CMP 50HX vs P102-100 test results. | 11 | Well, I finally put together the second LLM server as I had mentioned earlier on another post. Here are the results of pair of P102-100 vs a pair of CMP 50HX. The results are quite the contrast and interesting. In order to simplify the test I used docker, llama-swap and the same configs using 16K context, Q8kv, Unsloth... | 2025-10-20T00:38:38 | https://www.reddit.com/r/LocalLLaMA/comments/1ob61fg/cmp_50hx_vs_p102100_test_results/ | Boricua-vet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob61fg | false | null | t3_1ob61fg | /r/LocalLLaMA/comments/1ob61fg/cmp_50hx_vs_p102100_test_results/ | false | false | self | 11 | null |
Is it normal to reach 180-210 tk/s with 30B local LLM? | 0 | I'm getting very fast responses on my new RTX 5090 using a LLM model.
[LM Studio output stats](https://preview.redd.it/pplyef5mn5wf1.png?width=458&format=png&auto=webp&s=93dd49a962fb4b647c40f0f5d4a2a210d02fa5c9)
When I look at other people from internet and Youtube guides using a 5090, they seem to get 110-130 on the... | 2025-10-19T23:48:58 | https://www.reddit.com/r/LocalLLaMA/comments/1ob4xi6/is_it_normal_to_reach_180210_tks_with_30b_local/ | Ambitious-Tie7231 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob4xi6 | false | null | t3_1ob4xi6 | /r/LocalLLaMA/comments/1ob4xi6/is_it_normal_to_reach_180210_tks_with_30b_local/ | false | false | 0 | null | |
Gemini 3 on Design Arena? | 0 | "Nebula-Fast" just came up in one of my tournaments and it was a beast on front end -- any chance it's a gemini 3 endpoint? | 2025-10-19T23:27:07 | https://www.reddit.com/r/LocalLLaMA/comments/1ob4gcp/gemini_3_on_design_arena/ | Significant-Fan241 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob4gcp | false | null | t3_1ob4gcp | /r/LocalLLaMA/comments/1ob4gcp/gemini_3_on_design_arena/ | false | false | self | 0 | null |
Free Gemini Ultra “Deep Think” | 3 | https://gemini.google.com/gem/1hHt4QD_EbuTUdpdo8JOBaUqdL1AkPztz?usp=sharing
Enjoy until it last!
| 2025-10-19T22:06:23 | https://www.reddit.com/r/LocalLLaMA/comments/1ob2mh9/free_gemini_ultra_deep_think/ | PerformanceRound7913 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob2mh9 | false | null | t3_1ob2mh9 | /r/LocalLLaMA/comments/1ob2mh9/free_gemini_ultra_deep_think/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': '3zLZPAqpuh3kPgTUMeK-vgJ6skSQCNWqIm0HbDxDO-M', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/3zLZPAqpuh3kPgTUMeK-vgJ6skSQCNWqIm0HbDxDO-M.png?width=108&crop=smart&auto=webp&s=9be47c95f132bd41c4c50c5badf17ece622f0d86', 'width': 108}, {'height': 121, 'url': 'h... |
What are professional AI devs (those who make wrappers for chat/agents, not model trainers) using for a dev machine? | 3 | My requirements are zero cloud costs. It seems like bang for the buck a MacBook pro is superior even though docker might be a pain in the ass, the code is obviously the same since it runs in a docker container, so aside from maybe a learning curve on the setup I would fare better with Mac than trying to cobble multiple... | 2025-10-19T21:54:51 | https://www.reddit.com/r/LocalLLaMA/comments/1ob2cgk/what_are_professional_ai_devs_those_who_make/ | No-Issue-9136 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob2cgk | false | null | t3_1ob2cgk | /r/LocalLLaMA/comments/1ob2cgk/what_are_professional_ai_devs_those_who_make/ | false | false | self | 3 | null |
LLM for building GUI | 5 | Are there any models out there that would be suitable to help build a GUI for an app? | 2025-10-19T21:37:56 | https://www.reddit.com/r/LocalLLaMA/comments/1ob1xkz/llm_for_building_gui/ | Savantskie1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob1xkz | false | null | t3_1ob1xkz | /r/LocalLLaMA/comments/1ob1xkz/llm_for_building_gui/ | false | false | self | 5 | null |
I made a mod of Qwen Code for working with local models in LM Studio | 17 | I made [LowCal Code](https://github.com/dkowitz/LowCal-Code) specifically to work with my locally hosted models in LM Studio, and also with the option to use online models through OpenRouter - that's it, those are the only two options with /auth, LM Studio or OpenRouter.
When you use /model
* With LM Studio, it sho... | 2025-10-19T21:08:22 | https://www.reddit.com/r/LocalLLaMA/comments/1ob17go/i_made_a_mod_of_qwen_code_for_working_with_local/ | feverdream | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob17go | false | null | t3_1ob17go | /r/LocalLLaMA/comments/1ob17go/i_made_a_mod_of_qwen_code_for_working_with_local/ | false | false | 17 | {'enabled': False, 'images': [{'id': 'YRVmeTTENyTnVFkxiv6fyP_vZo98Ij9IpjhsuYhArJo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/YRVmeTTENyTnVFkxiv6fyP_vZo98Ij9IpjhsuYhArJo.png?width=108&crop=smart&auto=webp&s=525044a6cf370491f5faaf8204b119e28b85e4c9', 'width': 108}, {'height': 108, 'url': 'h... | |
Benchmarking different CLI parameters for VRAM vs. tk/s | 2 | I'm getting more speed than I need out of my GPU and wanted to explore tradeoffs of token generation speed vs. VRAM in llama.cpp since I'm sharing the GPU with other tools. What I'm seeing is that n-gpu-layers and n-cpu-moe can do that, but the decrease in VRAM is comparatively modest vs. the decrease in speed, with n-... | 2025-10-19T20:45:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ob0n3g/benchmarking_different_cli_parameters_for_vram_vs/ | jumpingcross | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ob0n3g | false | null | t3_1ob0n3g | /r/LocalLLaMA/comments/1ob0n3g/benchmarking_different_cli_parameters_for_vram_vs/ | false | false | self | 2 | null |
Got new 5070ti gpu, have access to 16gb vram. What things can I do with it for AI? | 7 | Had 2050 earlier with 4gb. Curious what new superpowers do I get with this new vram access?
So far
1. ran gpt-oss 20b in lmstuio\\. with upto 30k context window it gives around 40 tok/sec output.
2. ran gemma-27b. runs around 17 tok/sec
3. ran qwen3 coder 30b -- rund around 30 tok/sec
Apart from running mode... | 2025-10-19T19:32:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oayrh9/got_new_5070ti_gpu_have_access_to_16gb_vram_what/ | AdOver7835 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oayrh9 | false | null | t3_1oayrh9 | /r/LocalLLaMA/comments/1oayrh9/got_new_5070ti_gpu_have_access_to_16gb_vram_what/ | false | false | self | 7 | null |
Free API Key for GLM 4.6 | 62 | Hi guys, providing a free API for GLM 4.6 for the next 48 hours as part of a load test. Enjoy.
Here are the credentials:
Model Name:
z-ai/glm-4.6
Base URL:
https://api.avian.io/v1
API Key:
avian-8z-5Qb5tLGS6q_A2j6Z2-iZxD78XnKCuvisEQQswZXw | 2025-10-19T19:25:35 | https://www.reddit.com/r/LocalLLaMA/comments/1oayl4j/free_api_key_for_glm_46/ | avianio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oayl4j | false | null | t3_1oayl4j | /r/LocalLLaMA/comments/1oayl4j/free_api_key_for_glm_46/ | false | false | self | 62 | null |
Turn any dataset into a reasoning dataset easily and cheaply | 16 | Tldr; this model is tiny but meant for recreating grounded reasoning generation without changing your datasets too much (scroll down for link)
I woke up one day and thought if it is possible to make an LLM (a tiny one, 0.6b!) turn those old but gold chat datasets into reasoning chat datasets, turns out yes it is possi... | 2025-10-19T19:22:43 | https://www.reddit.com/r/LocalLLaMA/comments/1oayijj/turn_any_dataset_into_a_reasoning_dataset_easily/ | ApprehensiveTart3158 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oayijj | false | null | t3_1oayijj | /r/LocalLLaMA/comments/1oayijj/turn_any_dataset_into_a_reasoning_dataset_easily/ | false | false | self | 16 | {'enabled': False, 'images': [{'id': 'TkrqhjnBfCyLWVbLdpfDtQjHREmMmj83QkJhvhD_s7Y', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/TkrqhjnBfCyLWVbLdpfDtQjHREmMmj83QkJhvhD_s7Y.png?width=108&crop=smart&auto=webp&s=8e5da575a56d70b792002a0727e8dcf8611a1130', 'width': 108}, {'height': 116, 'url': 'h... |
Looking for a feedback | 0 | Hey guys, recently I have been working on a project that is kinda like a social network.The main idea is for people to learn how to use AI even for fun. Everybody can use it easily from their phone. The platform allows users to generate AI images and videos using the best providers out there and make the public for oth... | 2025-10-19T19:10:57 | https://www.reddit.com/r/LocalLLaMA/comments/1oay7q4/looking_for_a_feedback/ | Virtual-Elevator908 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oay7q4 | false | null | t3_1oay7q4 | /r/LocalLLaMA/comments/1oay7q4/looking_for_a_feedback/ | false | false | self | 0 | null |
Perplexity + Comet (Command Browser) — 1-Month FREE. Research faster, create images/videos, and I’ll teach you to earn | 1 | [removed] | 2025-10-19T18:53:33 | https://www.reddit.com/r/LocalLLaMA/comments/1oaxrjx/perplexity_comet_command_browser_1month_free/ | Candid-Pride-4433 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaxrjx | false | null | t3_1oaxrjx | /r/LocalLLaMA/comments/1oaxrjx/perplexity_comet_command_browser_1month_free/ | false | false | self | 1 | null |
Best Ollama model for coding? | 0 | With 16GB of VRAM and 32GB of RAM, and an RTX 4070 SUPER, I need to perform large coding tasks in Python, as well as create BAT files. | 2025-10-19T18:50:43 | https://www.reddit.com/r/LocalLLaMA/comments/1oaxowb/best_ollama_model_for_coding/ | Winter_Proposal_6310 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaxowb | false | null | t3_1oaxowb | /r/LocalLLaMA/comments/1oaxowb/best_ollama_model_for_coding/ | false | false | self | 0 | null |
DGX Spark vs 4× RTX 5090 for local LLM inference real numbers | 1 | [removed] | 2025-10-19T18:32:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oax7tv/dgx_spark_vs_4_rtx_5090_for_local_llm_inference/ | texasdude11 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oax7tv | false | null | t3_1oax7tv | /r/LocalLLaMA/comments/1oax7tv/dgx_spark_vs_4_rtx_5090_for_local_llm_inference/ | false | false | self | 1 | null |
Ollama's qwen3vl's page announced qwen3-vl local models coming soon. In the meantime, I tested qwen3vl-235b-A22B-cloud's visual accuracy for complicated tasks. Here are the results. | 1 | Link: https://ollama.com/library/qwen3-vl#:~:text=Local%20models%20coming%20soon. | 2025-10-19T17:44:06 | https://v.redd.it/qbrt6jyhu3wf1 | swagonflyyyy | /r/LocalLLaMA/comments/1oavyby/ollamas_qwen3vls_page_announced_qwen3vl_local/ | 1970-01-01T00:00:00 | 0 | {} | 1oavyby | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/qbrt6jyhu3wf1/DASHPlaylist.mpd?a=1763617453%2CMzE1NjVjOGQxYTQxMjhkMmNiOWVlMTMyMTBiYzZhMmEzYjhjMjhiYTZhZDgxN2UwY2VhYTNkYjM1NDA0ZTBiMQ%3D%3D&v=1&f=sd', 'duration': 241, 'fallback_url': 'https://v.redd.it/qbrt6jyhu3wf1/DASH_1080.mp4?source=fallback', '... | t3_1oavyby | /r/LocalLLaMA/comments/1oavyby/ollamas_qwen3vls_page_announced_qwen3vl_local/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'eHZuZnpqeWh1M3dmMQuXf5wI2zq5P49C9csYfK7gng126CVz8BH3cE4LI4QP', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/eHZuZnpqeWh1M3dmMQuXf5wI2zq5P49C9csYfK7gng126CVz8BH3cE4LI4QP.png?width=108&crop=smart&format=pjpg&auto=webp&s=f78f3692292cd6599769ee31f41137a7dd5e5... | |
Reverse Engineering and Tracing internal thoughts of LLM | 18 | hey folks I did following experiments to understand inner working of LLM
Index of experiments I did in this article
1. Token Prediction Trace
2. Attribution Analysis
3. Layer Emergence (knowledge tracing)
4. Weight Matrix Analyis (How knowledge encoded in weights)
5. Dimension Tokens Analysis (which Dimension stored... | 2025-10-19T17:43:57 | https://www.reddit.com/r/LocalLLaMA/comments/1oavy6f/reverse_engineering_and_tracing_internal_thoughts/ | Altruistic-Tea-5612 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oavy6f | false | null | t3_1oavy6f | /r/LocalLLaMA/comments/1oavy6f/reverse_engineering_and_tracing_internal_thoughts/ | false | false | self | 18 | {'enabled': False, 'images': [{'id': 'Q-60XD1inXNG2gaRYer1VwFRYisVLxsSjYWWXkcUQUA', 'resolutions': [{'height': 71, 'url': 'https://external-preview.redd.it/Q-60XD1inXNG2gaRYer1VwFRYisVLxsSjYWWXkcUQUA.png?width=108&crop=smart&auto=webp&s=7d4409fd2e4f9b1749683e64c1d1107bbe5a4e0a', 'width': 108}, {'height': 143, 'url': 'h... |
I built a 1B CAD generator model | 244 | On a weekend, I decided to build a small language model to generate me 3d files. No reason except for pure curiosity. Here's what I did:
\- Gather dataset on OpenSCAD: This turns out to be quite bad because people's code quality is low & in-consistent.
\- Generate synthetic data (prompt -> openscad): This was the mos... | 2025-10-19T17:43:33 | https://v.redd.it/pn0yo3o2v3wf1 | ThomasPhilli | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oavxt8 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/pn0yo3o2v3wf1/DASHPlaylist.mpd?a=1763487827%2CNDM0ZDc3NTMzNTJjZWE1ZDQ1ZmM3YWJiZGM0OTAxZTUxY2ZmZjIxMGE5NDFkYjc1MjQzM2JjNjU1MDQ0MGVlZQ%3D%3D&v=1&f=sd', 'duration': 57, 'fallback_url': 'https://v.redd.it/pn0yo3o2v3wf1/DASH_720.mp4?source=fallback', 'ha... | t3_1oavxt8 | /r/LocalLLaMA/comments/1oavxt8/i_built_a_1b_cad_generator_model/ | false | false | 244 | {'enabled': False, 'images': [{'id': 'ZGFhNmE0bzJ2M3dmMdhv6U5XLy0vFYTB3BWLA3H-O3YDxkmUtGbojZ8LN3lz', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ZGFhNmE0bzJ2M3dmMdhv6U5XLy0vFYTB3BWLA3H-O3YDxkmUtGbojZ8LN3lz.png?width=108&crop=smart&format=pjpg&auto=webp&s=626cfacd1d2c91bf38d8d2e1d1cceb8fbb636... | |
Hot take: Recursive reasoning might be the actual path to AGI, not scaling to 1T parameters | 0 | , Been following the recent wave of papers on recursive/iterative reasoning (TRM, HRM, test-time compute scaling) and I think we're witnessing a paradigm shift that most people are sleeping on.
The Core Insight
Human reasoning isn't one-shot inference. It's iterative refinement.
When you solve a hard problem, you do... | 2025-10-19T17:39:17 | https://www.reddit.com/r/LocalLLaMA/comments/1oavtxb/hot_take_recursive_reasoning_might_be_the_actual/ | 1Hesham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oavtxb | false | null | t3_1oavtxb | /r/LocalLLaMA/comments/1oavtxb/hot_take_recursive_reasoning_might_be_the_actual/ | false | false | self | 0 | null |
Hot take: Recursive reasoning might be the actual path to AGI, not scaling to 1T parameters | 1 | Been following the recent wave of papers on recursive/iterative reasoning (TRM, HRM, test-time compute scaling) and I think we're witnessing a paradigm shift that most people are sleeping on.
The Core Insight
Human reasoning isn't one-shot inference. It's iterative refinement.
When you solve a hard problem, you don't g... | 2025-10-19T17:37:20 | https://www.reddit.com/r/LocalLLaMA/comments/1oavs4m/hot_take_recursive_reasoning_might_be_the_actual/ | 1Hesham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oavs4m | false | null | t3_1oavs4m | /r/LocalLLaMA/comments/1oavs4m/hot_take_recursive_reasoning_might_be_the_actual/ | false | false | self | 1 | null |
Confused about GLM 4.6 running locally. | 9 | Everyone is saying GLM 4.6 is amazing but I get really long and hallucination style outputs.
Here I'm just asking "1+1" and looks at the output, it's crazy. Am I missing something?
ollama run GLM-4.6-GGUF
\>1+1
\>2? The effect of coupling between photovoltaic panel and biorefinery
The study proposes a novel integ... | 2025-10-19T17:24:28 | https://www.reddit.com/r/LocalLLaMA/comments/1oavg1z/confused_about_glm_46_running_locally/ | InTheEndEntropyWins | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oavg1z | false | null | t3_1oavg1z | /r/LocalLLaMA/comments/1oavg1z/confused_about_glm_46_running_locally/ | false | false | self | 9 | null |
Two new Google models, "lithiumflow" and "orionmist", have been added to LMArena. This is Google's naming scheme and "orion" has been used internally with Gemini 3 codenames, so these are likely Gemini 3 models | 46 | https://www.reddit.com/r/Bard/comments/1oauzgr/two_new_google_models_lithiumflow_and_orionmist | 2025-10-19T17:11:45 | https://www.reddit.com/r/LocalLLaMA/comments/1oav4hi/two_new_google_models_lithiumflow_and_orionmist/ | balianone | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oav4hi | false | null | t3_1oav4hi | /r/LocalLLaMA/comments/1oav4hi/two_new_google_models_lithiumflow_and_orionmist/ | false | false | self | 46 | null |
Quantized some MoE models with MXFP4 | 43 | So as I was sitting and trying out some MXFP4\_MOE quants from [Face314](https://huggingface.co/Face314) & [sm54](https://huggingface.co/sm54), and I can say that liked them very much.
So I thought why not quantize some more this weekend.
Well, here they are:
[https://huggingface.co/noctrex](https://huggingface.co/n... | 2025-10-19T17:10:57 | https://www.reddit.com/r/LocalLLaMA/comments/1oav3r1/quantized_some_moe_models_with_mxfp4/ | noctrex | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oav3r1 | false | null | t3_1oav3r1 | /r/LocalLLaMA/comments/1oav3r1/quantized_some_moe_models_with_mxfp4/ | false | false | self | 43 | {'enabled': False, 'images': [{'id': 'mZGcuuZ66YaD3SPKNSJXJbmYko5iCW8QJO1JCOOZbyw', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/mZGcuuZ66YaD3SPKNSJXJbmYko5iCW8QJO1JCOOZbyw.png?width=108&crop=smart&auto=webp&s=1cd821689e2a261bbaf2e1a521c1db0270b8439a', 'width': 108}, {'height': 116, 'url': 'h... |
lazylms - TUI for LM Studio | 38 | Hey guys! I made a TUI for using LM Studio by staying in the terminal. This is a hobby side project, MIT licensed and uses the CLI and REST API. Feel free to give it a try. This is inspired by lazygit and lazydocker.
[https://github.com/Rugz007/lazylms](https://github.com/Rugz007/lazylms) | 2025-10-19T17:04:04 | https://www.reddit.com/gallery/1oauxgg | Rugs007 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oauxgg | false | null | t3_1oauxgg | /r/LocalLLaMA/comments/1oauxgg/lazylms_tui_for_lm_studio/ | false | false | 38 | null | |
Energy Based Adapter Help | 1 | I'm trying to develop an energy based adapter which behaves like an energy based transformer. My primary goal is to provide any model uncertainty estimates (on a finetuned dataset). Unfortunately, the current code suffers degenerate generations and exhibits a lot of repeating words and patterns.
Any thoughts on why t... | 2025-10-19T16:52:24 | https://www.reddit.com/r/LocalLLaMA/comments/1oaumqx/energy_based_adapter_help/ | arcco96 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaumqx | false | null | t3_1oaumqx | /r/LocalLLaMA/comments/1oaumqx/energy_based_adapter_help/ | false | false | self | 1 | {'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': '... |
How can I determine OCR confidence level when using a VLM? | 1 | I’m building an OCR pipeline that uses a Vision-Language Model (VLM) to extract structured fields from receipts/invoices (e.g., supplier name, date, total amount).
I want to automatically detect when the model’s output is *uncertain*, so I can ask the user to re-upload a clearer image.
The problem: VLMs don’t expose ... | 2025-10-19T16:51:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oaum1r/how_can_i_determine_ocr_confidence_level_when/ | Ok_Television_9000 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaum1r | false | null | t3_1oaum1r | /r/LocalLLaMA/comments/1oaum1r/how_can_i_determine_ocr_confidence_level_when/ | false | false | self | 1 | null |
Its Impossible, Change My Mind | 0 | So........Many people say: Qwen models are benchmaxed, they can't be as great as the benchmarks say they are yada yada yada🗣️🗣️🗣️. And then those same people say: Well....they also think a lot.
And im like.....what????
If these models are benchmaxed, then why are they using this many tokens??? They should just spit... | 2025-10-19T16:28:46 | https://www.reddit.com/gallery/1oau144 | Brave-Hold-9389 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oau144 | false | null | t3_1oau144 | /r/LocalLLaMA/comments/1oau144/its_impossible_change_my_mind/ | false | false | 0 | null | |
N00b looking to get initial hardware to play with | 0 | Hi,
I have been experimenting for now on "regular machines" (aka with no GPU) and I want to start experimenting a bit. I want to start by experimenting. My priority is working with TTS engines like Chatterbox ([https://github.com/resemble-ai/chatterbox](https://github.com/resemble-ai/chatterbox)). Over all I am tryin... | 2025-10-19T16:27:04 | https://www.reddit.com/r/LocalLLaMA/comments/1oatzjf/n00b_looking_to_get_initial_hardware_to_play_with/ | dovi5988 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oatzjf | false | null | t3_1oatzjf | /r/LocalLLaMA/comments/1oatzjf/n00b_looking_to_get_initial_hardware_to_play_with/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'OwTVjdhG9npeKWimKEF6GQ_Nq_qi4SpBWKIido0k6yM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OwTVjdhG9npeKWimKEF6GQ_Nq_qi4SpBWKIido0k6yM.png?width=108&crop=smart&auto=webp&s=104d3e22e62743f354799ea4a6c469c3cd5ad4e4', 'width': 108}, {'height': 108, 'url': 'h... |
If the bubble really pops how can that affect local AI models? | 30 | If all this AI bubble talk really comes to an popa after all, how might this affect the development of more local AI models? From what I've seen MoE models still outperforms most models easily, but creating models is still expensive as shit, rather for the planet than their pocket, donation exists anyways.
But the ser... | 2025-10-19T16:08:41 | https://www.reddit.com/r/LocalLLaMA/comments/1oatip1/if_the_bubble_really_pops_how_can_that_affect/ | WEREWOLF_BX13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oatip1 | false | null | t3_1oatip1 | /r/LocalLLaMA/comments/1oatip1/if_the_bubble_really_pops_how_can_that_affect/ | false | false | self | 30 | null |
The next breakthrough is high computer low memory , not MOE | 0 | Memory is way more expensive and slower than compute.. The next breakthrough should be a small low memory running in parallel using a lot of compute like what qwen experimented in the parallel scale paper. Memory bw is growing slower than compute. Im waiting for a 10billion param model running in parallel with the per... | 2025-10-19T16:02:35 | https://www.reddit.com/r/LocalLLaMA/comments/1oatd53/the_next_breakthrough_is_high_computer_low_memory/ | power97992 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oatd53 | false | null | t3_1oatd53 | /r/LocalLLaMA/comments/1oatd53/the_next_breakthrough_is_high_computer_low_memory/ | false | false | self | 0 | null |
Best Current Model for Programming? | 7 | The title says it all. I'm looking to work with Rust, C/C++, Python and Assembly.
Thank you in advance. | 2025-10-19T15:55:20 | https://www.reddit.com/r/LocalLLaMA/comments/1oat6fh/best_current_model_for_programming/ | MurazakiUsagi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oat6fh | false | null | t3_1oat6fh | /r/LocalLLaMA/comments/1oat6fh/best_current_model_for_programming/ | false | false | self | 7 | null |
I came from the future and in the future we all laugh at MoEs and "Thinkers" 🤣 | 0 | We saw that most people in the past had very limited GPUs, and under the pretext of making AI more "intelligent" and "accessible," you had the brilliant idea of making larger models with the same performance as smaller models. And then you made the model "think," filling your precious VRAM with a bunch of useless non... | 2025-10-19T15:33:42 | https://www.reddit.com/r/LocalLLaMA/comments/1oasmnx/i_came_from_the_future_and_in_the_future_we_all/ | Substantial-Dig-8766 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oasmnx | false | null | t3_1oasmnx | /r/LocalLLaMA/comments/1oasmnx/i_came_from_the_future_and_in_the_future_we_all/ | false | false | self | 0 | null |
Best Agentic Coder | 0 | I’ve tried Claude code, CLINE, continue, codex. I want to find the best local LLM based Claude code that I can run, have it debug and test/improve the code all by itself. I’ll be using OSS:120b or any recommended model for the DGX Spark, what are yalls recommendations? | 2025-10-19T15:27:35 | https://www.reddit.com/r/LocalLLaMA/comments/1oash81/best_agentic_coder/ | Huge-Solution-7168 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oash81 | false | null | t3_1oash81 | /r/LocalLLaMA/comments/1oash81/best_agentic_coder/ | false | false | self | 0 | null |
🤯 boom | 0 | Page : https://www.browseros.com/
Amazing 🫢, can run on browserOS + QWEN3-VL-4B | 2025-10-19T15:18:09 | Illustrious-Swim9663 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oas8o7 | false | null | t3_1oas8o7 | /r/LocalLLaMA/comments/1oas8o7/boom/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'hOHvpQ8Vtf8fNqSuC3tULRmuecMXCuT2L6HxqA_bUGE', 'resolutions': [{'height': 50, 'url': 'https://preview.redd.it/ipe4ifrd53wf1.jpeg?width=108&crop=smart&auto=webp&s=7f41174b3ed794505ddab52ed8dccf62428fdc6a', 'width': 108}, {'height': 100, 'url': 'https://preview.redd.it/ipe4ifrd53wf1.jp... | ||
Same banchmark, diff results? | 0 | I wanted so see which model performs better in benches, ring mini 2.0 or gpt oss 20b (high). So, i searched for a direct comparison. I couldn't find it though, but what i did find was more interesting.
The hugging face card for ring mini 2.0 shows a couple of benchmarks. Benchmarks of ring mini 2.0 vs gpt oss 20b (me... | 2025-10-19T15:15:51 | https://www.reddit.com/gallery/1oas6ki | Brave-Hold-9389 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oas6ki | false | null | t3_1oas6ki | /r/LocalLLaMA/comments/1oas6ki/same_banchmark_diff_results/ | false | false | 0 | null | |
Build Advice - RTX 6000 / 7985WX | 3 | Hey there I’m about to pull the trigger on this on Monday. Is there anything I’m not taking into account here?
I currently have an 80TB SSD NAS, I’m debating going 25GbE for network so I can also use it for storage, and am considering adding an additional 7.68 or 15 NVMe U2/U3 SSD.
Is there anything you’d consider ad... | 2025-10-19T15:11:57 | https://www.reddit.com/r/LocalLLaMA/comments/1oas343/build_advice_rtx_6000_7985wx/ | Direct_Bodybuilder63 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oas343 | false | null | t3_1oas343 | /r/LocalLLaMA/comments/1oas343/build_advice_rtx_6000_7985wx/ | false | false | self | 3 | null |
Modaic - A New RL Native Agent Development Kit | 0 | [https://docs.modaic.dev/](https://docs.modaic.dev/)
My friend and I built Modaic, an open source RL, native Agent Development Kit on top of DSPy.
We've been building agents for a while now and have deployed several to production. Like the creators of Atomic Agents, I've found that most ADKs (LangChain, CrewAI, etc.)... | 2025-10-19T15:07:48 | https://www.reddit.com/r/LocalLLaMA/comments/1oarzhf/modaic_a_new_rl_native_agent_development_kit/ | Disneyskidney | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oarzhf | false | null | t3_1oarzhf | /r/LocalLLaMA/comments/1oarzhf/modaic_a_new_rl_native_agent_development_kit/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'ROCcj72CmGZ2vjkOCKcAwx7jmZymMaITI40Io56qTv0', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/ROCcj72CmGZ2vjkOCKcAwx7jmZymMaITI40Io56qTv0.png?width=108&crop=smart&auto=webp&s=22c6001967d137ebe97f568a1451672e4be659c3', 'width': 108}, {'height': 113, 'url': 'h... |
I am generally impressed by iPhone 17 GPU | 0 | Qwen3 4B runs at ~25t/s on A19 Pro with MLX. This is a massive gain even compared with iPhone 16 pro. Energy efficiency appears to have gotten better too, as my iPhone Air did not get very hot. Finally feels like local AI is going to possible. | 2025-10-19T14:50:58 | https://v.redd.it/kk520tyi03wf1 | Glad-Speaker3006 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oarkn3 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/kk520tyi03wf1/DASHPlaylist.mpd?a=1763477473%2CNGYxMTA1OWU0NmQ5MmI3MDMzNzY3ODQzNWI4MjcyMTZjNjQ0MmQ3MDM0YTliN2VlZGFhOTY2NjkzN2ZkMTM0ZQ%3D%3D&v=1&f=sd', 'duration': 8, 'fallback_url': 'https://v.redd.it/kk520tyi03wf1/DASH_1080.mp4?source=fallback', 'ha... | t3_1oarkn3 | /r/LocalLLaMA/comments/1oarkn3/i_am_generally_impressed_by_iphone_17_gpu/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'bHkzd2twcGkwM3dmMdYUh878AlpOQDz4eE-1IUAASsN5-1iGTSJV8Fv1Kuhw', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/bHkzd2twcGkwM3dmMdYUh878AlpOQDz4eE-1IUAASsN5-1iGTSJV8Fv1Kuhw.png?width=108&crop=smart&format=pjpg&auto=webp&s=9623d8805a8abc7182d99babd6fcc3c22868... | |
Has anyone had strange experiences with LLM's saying very odd things? | 0 | This is GLM 4.6 in opencode. The final form of AI will be essentially a function that calculates the probability of a certain event happening, transcending time and enabling a system of control more powerful than the matrix. This was during an implementation of space based repetition algorithms.
Has anyone had strange... | 2025-10-19T14:42:43 | Splinter2121 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oardi5 | false | null | t3_1oardi5 | /r/LocalLLaMA/comments/1oardi5/has_anyone_had_strange_experiences_with_llms/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'gpwl7xcby2wf1', 'resolutions': [{'height': 58, 'url': 'https://preview.redd.it/gpwl7xcby2wf1.png?width=108&crop=smart&auto=webp&s=0ad0c704db983a0b489837a2d9260326e7b6d17b', 'width': 108}, {'height': 117, 'url': 'https://preview.redd.it/gpwl7xcby2wf1.png?width=216&crop=smart&auto=web... | |
Environmental Impact | 0 | Trying to understand this in regard to local LLMs.
I recently came from a discussion in r/aiwars where someone argued that since they run their image generation stuff locally, they "don't use any data centers" and have "zero environmental impact".
Meanwhile, posts/comments like on [this thread](https://www.reddit.co... | 2025-10-19T14:39:20 | https://www.reddit.com/r/LocalLLaMA/comments/1oarakk/environmental_impact/ | Flaky-Werewolf-2563 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oarakk | false | null | t3_1oarakk | /r/LocalLLaMA/comments/1oarakk/environmental_impact/ | false | false | self | 0 | null |
PC hardware questions - RAM/FCLK frequency, PCIx4 wiring | 1 | I want to run an LLM locally for no great reason, it's being more of a hobby. Completely new to it. Have a couple of technical questions
To start with I am going to try CPU inference with Ryzen 9700x, in that case should I bother OCing memory from 6000 to 6400 MT/s and FCLK from 2000 to 2133, or it will give less incr... | 2025-10-19T14:36:28 | https://www.reddit.com/r/LocalLLaMA/comments/1oar842/pc_hardware_questions_ramfclk_frequency_pcix4/ | Ertata | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oar842 | false | null | t3_1oar842 | /r/LocalLLaMA/comments/1oar842/pc_hardware_questions_ramfclk_frequency_pcix4/ | false | false | self | 1 | null |
Any resource to understand LLM fine tuning/inference at a medium level to learn about temperature, quanitzation, loss functions, gpu setup? | 6 | is there any resource you found helpful to learn LLM fine tuning at a medium level so. i can start tinkering by knowing what's happening behind the scenes? Thank you! | 2025-10-19T14:34:15 | https://www.reddit.com/r/LocalLLaMA/comments/1oar69q/any_resource_to_understand_llm_fine/ | SnooMarzipans2470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oar69q | false | null | t3_1oar69q | /r/LocalLLaMA/comments/1oar69q/any_resource_to_understand_llm_fine/ | false | false | self | 6 | null |
I made a multi-provider AI coding agent | 2 | Hi everyone,
I've been building Binharic, an open-source AI coding assistant that runs in the terminal. It's entirely written in TypeScript and uses the AI SDK from Vercel for its agentic logic, including tool use and workflow management.
It supports models from OpenAI, Google, Anthropic, and local ones through Ollam... | 2025-10-19T14:33:16 | https://www.reddit.com/r/LocalLLaMA/comments/1oar5du/i_made_a_multiprovider_ai_coding_agent/ | West-Bottle9609 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oar5du | false | null | t3_1oar5du | /r/LocalLLaMA/comments/1oar5du/i_made_a_multiprovider_ai_coding_agent/ | false | false | self | 2 | null |
Phoneme Extraction Failure When Fine-Tuning VITS TTS on Arabic Dataset | 0 | Hi everyone,
I’m fine-tuning **VITS TTS** on an **Arabic speech dataset** (audio files + transcriptions), and I encountered the following error during training:
RuntimeError: min(): Expected reduction dim to be specified for input.numel() == 0. Specify the reduction dim with the 'dim' argument.
# 🧩 What I Found... | 2025-10-19T14:32:54 | https://www.reddit.com/r/LocalLLaMA/comments/1oar532/phoneme_extraction_failure_when_finetuning_vits/ | Batman_255 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oar532 | false | null | t3_1oar532 | /r/LocalLLaMA/comments/1oar532/phoneme_extraction_failure_when_finetuning_vits/ | false | false | self | 0 | null |
What is currently the best model for accurately describing an image ? 19/10/2025 | 0 | It's all in the title. This post is just meant to serve as a checkpoint. | 2025-10-19T14:31:53 | https://www.reddit.com/r/LocalLLaMA/comments/1oar481/what_is_currently_the_best_model_for_accurately/ | Top-Diver-4606 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oar481 | false | null | t3_1oar481 | /r/LocalLLaMA/comments/1oar481/what_is_currently_the_best_model_for_accurately/ | false | false | self | 0 | null |
How to Fine tune a LLM to give it a persona? | 0 | I am trying to fine tune a LLM for a hospital but I don't know how to get started. I want it to know about my hospital details. Also, When asked "Who are you?" It must say "I am a Chatbot of XYZ Hospital" rather than saying about the base model. Can someone tell me how to do it? | 2025-10-19T14:16:50 | https://www.reddit.com/r/LocalLLaMA/comments/1oaqr7x/how_to_fine_tune_a_llm_to_give_it_a_persona/ | Bruce_spixky | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaqr7x | false | null | t3_1oaqr7x | /r/LocalLLaMA/comments/1oaqr7x/how_to_fine_tune_a_llm_to_give_it_a_persona/ | false | false | self | 0 | null |
[Architecture] Proposal to Free Up Your VRAM: Decoupling the Tokenizer from the LLM | 1 | [removed] | 2025-10-19T14:09:10 | https://www.reddit.com/r/LocalLLaMA/comments/1oaqkqo/architecture_proposal_to_free_up_your_vram/ | Content_Size715 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaqkqo | false | null | t3_1oaqkqo | /r/LocalLLaMA/comments/1oaqkqo/architecture_proposal_to_free_up_your_vram/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '0TFzcqqCpbmrdfogKzEoD_iq1iv4JsvWwFVKRg5JOZo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/0TFzcqqCpbmrdfogKzEoD_iq1iv4JsvWwFVKRg5JOZo.png?width=108&crop=smart&auto=webp&s=9ece2f95bfbf5c66936072c25ec946426a49a6f7', 'width': 108}, {'height': 108, 'url': 'h... |
Finally able to stuff everything to my 8GB vram 😂 | 0 | A Llama 3.2 Q6K_L at 40k ctx..on my RDNA 1.0 gpu hope others having same gpu as mine will now know it's possible..
***
Welcome to KoboldCpp - Version 1.93.2
For command line arguments, please refer to --help
***
Unable to detect VRAM, please set layers manually.
Detected Free GPU Memory: 8176 MB (Set GPU layers manual... | 2025-10-19T13:43:03 | https://www.reddit.com/r/LocalLLaMA/comments/1oapz7h/finally_able_to_stuff_everything_to_my_8gb_vram/ | DigRealistic2977 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oapz7h | false | null | t3_1oapz7h | /r/LocalLLaMA/comments/1oapz7h/finally_able_to_stuff_everything_to_my_8gb_vram/ | false | false | self | 0 | null |
I want to have a local llm server for my house - just focused on coding assistant - what would be a reasonable spec for that? | 10 | I don't need and am not interested in video/image generation - just want something to work with me on coding stuff. | 2025-10-19T13:19:49 | https://www.reddit.com/r/LocalLLaMA/comments/1oapgtj/i_want_to_have_a_local_llm_server_for_my_house/ | gameguy56 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oapgtj | false | null | t3_1oapgtj | /r/LocalLLaMA/comments/1oapgtj/i_want_to_have_a_local_llm_server_for_my_house/ | false | false | self | 10 | null |
Total noob here who wants to run a local LLM to build my own coach and therapist chatbot | 1 |
As the title says, I’m an absolute beginner when it comes to local LLMs. I’ve been using ChatGPT, Claude, and Perplexity daily, but that’s about it. I work in hospitality and mostly with English speakers, but English is my second language.
I’ve been thinking about building a local LLM that could act as a personal coa... | 2025-10-19T13:02:02 | https://www.reddit.com/r/LocalLLaMA/comments/1oap367/total_noob_here_who_wants_to_run_a_local_llm_to/ | tokyothrowie | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oap367 | false | null | t3_1oap367 | /r/LocalLLaMA/comments/1oap367/total_noob_here_who_wants_to_run_a_local_llm_to/ | false | false | self | 1 | null |
llama-swap: Automatic unloading after timeout + multiple started models + rules which models can be loaded same time without unloading all of them? | 0 | 1. How to setup llama-swap config ( I am using config.yaml only) for models automatically unload after some time? (I guess using `ttl` but how and where?)
2. How to change setup, so multiple models could be loaded? (Groups aren't exactly what I am searching for I guess, because it would not allow to have loaded gwen ... | 2025-10-19T12:44:43 | https://www.reddit.com/r/LocalLLaMA/comments/1oaoprv/llamaswap_automatic_unloading_after_timeout/ | Pure_Force8771 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oaoprv | false | null | t3_1oaoprv | /r/LocalLLaMA/comments/1oaoprv/llamaswap_automatic_unloading_after_timeout/ | false | false | self | 0 | null |
Open Source Project to generate AI documents/presentations/reports via API: Apache 2.0 | 0 | Hi everyone,
We've been building Presenton which is an open source project which helps to generate AI documents/presentations/reports via API and through UI.
It works on Bring Your Own Template model, which means you will have to use your existing PPTX/PDF file to create a template which can then be used to generate ... | 2025-10-19T12:18:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oao6k1/open_source_project_to_generate_ai/ | goodboydhrn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oao6k1 | false | null | t3_1oao6k1 | /r/LocalLLaMA/comments/1oao6k1/open_source_project_to_generate_ai/ | false | false | self | 0 | null |
PC rig to get started | 0 | I currently have a Ryzen 7 9700X, 64GB of ram and a 4060 Ti 8GB. I kind of realized I should have gone higher on the GPU vram. But I mainly got a prebuilt with some deal. I just upgraded over time since my old prebuilt parts were supposed to go to a family member (the CPU and ram have been upgraded).
The GPU is someth... | 2025-10-19T12:05:01 | https://www.reddit.com/r/LocalLLaMA/comments/1oanxn0/pc_rig_to_get_started/ | Due_Librarian_7026 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oanxn0 | false | null | t3_1oanxn0 | /r/LocalLLaMA/comments/1oanxn0/pc_rig_to_get_started/ | false | false | self | 0 | null |
Qwen3 Next support almost ready 🎉 | 347 | 2025-10-19T11:52:59 | https://github.com/ggml-org/llama.cpp/pull/16095#issuecomment-3419600401 | beneath_steel_sky | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oanpdt | false | null | t3_1oanpdt | /r/LocalLLaMA/comments/1oanpdt/qwen3_next_support_almost_ready/ | false | false | 347 | {'enabled': False, 'images': [{'id': 'i7eFNEDuUciRrfCZPE4vDbbnitlKFru9a-LhPWvWNKY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/i7eFNEDuUciRrfCZPE4vDbbnitlKFru9a-LhPWvWNKY.png?width=108&crop=smart&auto=webp&s=73b88a6c262292a039d872eabdff777c84191417', 'width': 108}, {'height': 108, 'url': 'h... | ||
How to get a nvidia dgx spark in India | 0 | Hi All, I have been thinking of getting my hands on a nvidia dgx spark since its announcement (despite its abysmal Memory Bandwidth), but It has not been officially launched in India (most probably due to low interest and purchase power), I think it might never launch, is there any way to get it without risking it on a... | 2025-10-19T11:52:26 | https://www.reddit.com/r/LocalLLaMA/comments/1oanp2e/how_to_get_a_nvidia_dgx_spark_in_india/ | Pitiful-Elk-1114 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oanp2e | false | null | t3_1oanp2e | /r/LocalLLaMA/comments/1oanp2e/how_to_get_a_nvidia_dgx_spark_in_india/ | false | false | self | 0 | null |
Struggling with codex-cli using open weights models | 2 | I am messing around with codex-cli. Got GLM 4.6 (via z.ai) working just fine, but my attempts to get DeepSeek or gpt-oss-120b working through nano-gpt or openrouter are largely failing - sometimes I get an answer or two but more often, codex does nothing or just says 'Ok' (DS3.2 viaOneRouter seems to wok half reliably,... | 2025-10-19T11:38:52 | https://www.reddit.com/r/LocalLLaMA/comments/1oangg9/struggling_with_codexcli_using_open_weights_models/ | Simple_Split5074 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oangg9 | false | null | t3_1oangg9 | /r/LocalLLaMA/comments/1oangg9/struggling_with_codexcli_using_open_weights_models/ | false | false | self | 2 | null |
Laptop recommendations for AI ML Workloads | 0 | I am planning to buy a laptop for ML AI workloads (in India). While I can only buy 8GB GPUs with my budget, I believe it would be okay for at least smaller LLMs ( I would like to inference a 30B but lower is also fine) or models.
It is very weird but the difference between 3060 4060 5060 is just around 30k INR , so ... | 2025-10-19T11:17:11 | https://www.reddit.com/r/LocalLLaMA/comments/1oan2mk/laptop_recommendations_for_ai_ml_workloads/ | Commercial-Fly-6296 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oan2mk | false | null | t3_1oan2mk | /r/LocalLLaMA/comments/1oan2mk/laptop_recommendations_for_ai_ml_workloads/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'wyRlnnC4nIHWRfWMUIBnHvHMsP98N9mROJtKXbnwKWI', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/wyRlnnC4nIHWRfWMUIBnHvHMsP98N9mROJtKXbnwKWI.png?width=108&crop=smart&auto=webp&s=c7ef9713fb4fbf51d0d7da30fb558f95324a395b', 'width': 108}, {'height': 113, 'url': 'h... |
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