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Qwen3 Next 80B A3B Instruct on RTX 5090 | 37 | With latest patches you can run the Q2 on 32GB VRAM with 50K context size. Here's how:
git clone https://github.com/cturan/llama.cpp.git llama.cpp-qwen3-next
cd llama.cpp-qwen3-next
git checkout qwen3_next
time cmake -B build -DGGML_CUDA=ONgit clone https://github.com/cturan/llama.cpp.git llama.cpp-qwe... | 2025-10-23T07:03:34 | https://www.reddit.com/r/LocalLLaMA/comments/1odwj89/qwen3_next_80b_a3b_instruct_on_rtx_5090/ | lkarlslund | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odwj89 | false | null | t3_1odwj89 | /r/LocalLLaMA/comments/1odwj89/qwen3_next_80b_a3b_instruct_on_rtx_5090/ | false | false | self | 37 | null |
[Project] Running Gemma3 1B + multimodal Gemma 3n (text/images/audio) on Android for private journaling. Phi-4, DeepSeek R1, Qwen 2.5. Looking for beta testers. | 1 | Hey r/LocalLLaMA,
I built **ClarityAI** \- a privacy-focused journaling app that runs the latest LLMs entirely on-device, including **multimodal models that support text, images, AND audio input**. Thought this community would appreciate the technical approach.
**The interesting part:**
Running multimodal LLMs on mo... | 2025-10-23T07:00:33 | https://www.reddit.com/gallery/1odwhfe | Secret_Difference498 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1odwhfe | false | null | t3_1odwhfe | /r/LocalLLaMA/comments/1odwhfe/project_running_gemma3_1b_multimodal_gemma_3n/ | false | false | 1 | null | |
Selling VPS (GPU options available) for very cheap. | 0 | Hey everyone,
I’m planning to offer affordable VPS access for anyone who needs, including GPU options if required. The idea is simple: you don’t have to pay upfront. You can just pay occasionally while you’re using it.
The prices are lower than most places, so if you’ve been looking for a cheaper VPS and/or GPU for y... | 2025-10-23T06:48:04 | https://www.reddit.com/r/LocalLLaMA/comments/1odwal2/selling_vps_gpu_options_available_for_very_cheap/ | Comfortable-Wall-465 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odwal2 | false | null | t3_1odwal2 | /r/LocalLLaMA/comments/1odwal2/selling_vps_gpu_options_available_for_very_cheap/ | false | false | self | 0 | null |
I’ve open-sourced part of my BrainAPI project! tackling AI memory, hallucination, and search grounding | 7 | One of the biggest challenges with current LLMs and "agents" isn’t just generating text.. it’s remembering, reasoning, and verifying what’s true.
Models can sound smart, but when it comes to consistent memory and accurate retrieval, they often fall apart.
That’s what I’m working on with BrainAPI.
The idea is to go... | 2025-10-23T06:33:14 | https://www.reddit.com/r/LocalLLaMA/comments/1odw2fs/ive_opensourced_part_of_my_brainapi_project/ | shbong | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odw2fs | false | null | t3_1odw2fs | /r/LocalLLaMA/comments/1odw2fs/ive_opensourced_part_of_my_brainapi_project/ | false | false | self | 7 | {'enabled': False, 'images': [{'id': 'CJjCwu938wLyWJ7PUskkT9Pdibvuly9Zr3KZFewxxEM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/CJjCwu938wLyWJ7PUskkT9Pdibvuly9Zr3KZFewxxEM.png?width=108&crop=smart&auto=webp&s=803a7acff15030aa14533dbbb18427aa81938a66', 'width': 108}, {'height': 108, 'url': 'h... |
what are the best models for code generation right now?? | 16 | Hey!! recently a lot of new models have been released and I wanted to know which ones are the best for coding. I’ve heard that sonnet 4.5 and GLM 4.5 are really good, but I’m curious if there are any other models that perform well in different areas, such as frontend design, software architecture, or other coding dimen... | 2025-10-23T06:25:09 | https://www.reddit.com/r/LocalLLaMA/comments/1odvxxa/what_are_the_best_models_for_code_generation/ | lavangamm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odvxxa | false | null | t3_1odvxxa | /r/LocalLLaMA/comments/1odvxxa/what_are_the_best_models_for_code_generation/ | false | false | self | 16 | null |
Understanding OpenPose: The Easy Way | 3 | Read the full blog here: [https://www.labellerr.com/blog/understanding-openpose-the-easy-way/](https://www.labellerr.com/blog/understanding-openpose-the-easy-way/) | 2025-10-23T05:54:24 | Street-Lie-2584 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odvg45 | false | null | t3_1odvg45 | /r/LocalLLaMA/comments/1odvg45/understanding_openpose_the_easy_way/ | false | false | 3 | {'enabled': True, 'images': [{'id': 'WTUl2cuYd4tFZwdTcEkYPKreGNsJkn9YdoLSiFxovkk', 'resolutions': [{'height': 72, 'url': 'https://preview.redd.it/6bli93eewswf1.jpeg?width=108&crop=smart&auto=webp&s=d85ac8d6ab5200565493215ed4b58dfc42cdc67a', 'width': 108}, {'height': 144, 'url': 'https://preview.redd.it/6bli93eewswf1.jp... | ||
GitHub - deepseek-ai/DeepSeek-OCR: Contexts Optical Compression | 1 | 2025-10-23T05:49:48 | https://github.com/deepseek-ai/DeepSeek-OCR | Fun-Wolf-2007 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1odvdfq | false | null | t3_1odvdfq | /r/LocalLLaMA/comments/1odvdfq/github_deepseekaideepseekocr_contexts_optical/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'XxeEBptvgSjue7M8vcQDJyhCYvtz4tPQ-salE9xVC0o', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/XxeEBptvgSjue7M8vcQDJyhCYvtz4tPQ-salE9xVC0o.png?width=108&crop=smart&auto=webp&s=1d7c755bdde57e08e75bf7db21e2602fa0f0ec7d', 'width': 108}, {'height': 108, 'url': 'h... | ||
I built 50+ RAGs in 2 years. Here are the architectures that get products out the door! | 388 | I have been ML engineering for different startups in both in Europe and in the US and I can tell you... the gap between a RAG demo and a RAG product is almost always the same: people are still using naive retrieval.
Let's be clear: if you actually want to ship a product that works, you must move beyond the basic `sim(... | 2025-10-23T05:27:40 | https://www.reddit.com/r/LocalLLaMA/comments/1odv090/i_built_50_rags_in_2_years_here_are_the/ | jremynse | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odv090 | false | null | t3_1odv090 | /r/LocalLLaMA/comments/1odv090/i_built_50_rags_in_2_years_here_are_the/ | false | false | self | 388 | null |
Stop using naive RAG. A technical breakdown of 3 production-ready architectures. | 1 | I have been ML engineering for different startups in both in Europe and in the US and I can tell you... the gap between a RAG demo and a RAG product is almost always the same: **people are still using naive retrieval.**
Let's be clear: if you actually want to ship a product that works, you must move beyond the basic s... | 2025-10-23T05:15:30 | https://www.reddit.com/r/LocalLLaMA/comments/1oduswl/stop_using_naive_rag_a_technical_breakdown_of_3/ | jremynse | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oduswl | false | null | t3_1oduswl | /r/LocalLLaMA/comments/1oduswl/stop_using_naive_rag_a_technical_breakdown_of_3/ | false | false | self | 1 | null |
[Spark] The Jupyter Server has a memory leak. | 4 | I was running the Jupyter Notebook server to test things out, but noticed that memory wasn’t releasing even after I restarted the kernel. Next I rebooted the Spark.
On reboot I launched Jupyter and just left it there as I got busy with something else. Came back after 20 minutes to 99% memory usage. Couldn't run anyth... | 2025-10-23T05:15:01 | https://www.reddit.com/r/LocalLLaMA/comments/1odusla/spark_the_jupyter_server_has_a_memory_leak/ | Aroochacha | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odusla | false | null | t3_1odusla | /r/LocalLLaMA/comments/1odusla/spark_the_jupyter_server_has_a_memory_leak/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'R8pylSINGrdhElxp4oPJnfJEdzz1c_Np5HV_KZGUPq0', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/R8pylSINGrdhElxp4oPJnfJEdzz1c_Np5HV_KZGUPq0.png?width=108&crop=smart&auto=webp&s=9a732b5cafca709ccb460a391899e9328424e358', 'width': 108}, {'height': 216, 'url': '... |
I built my own AI coding assistant after realizing I was paying twice — now it’s open source (Codebase MCP) | 40 | So here’s what happened. I was paying around $40/month for an AI coding assistant.
Then I realized... I was already paying for Claude. Why was I paying twice for something I could build myself?
So I spent a week hacking together Codebase MCP — an open-source bridge that turns Claude Desktop into a full-on local codin... | 2025-10-23T04:56:04 | https://www.reddit.com/r/LocalLLaMA/comments/1odugps/i_built_my_own_ai_coding_assistant_after/ | Appropriate_Poet_229 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odugps | false | null | t3_1odugps | /r/LocalLLaMA/comments/1odugps/i_built_my_own_ai_coding_assistant_after/ | false | false | self | 40 | null |
Local alternatives to Atlas | 1 | I was disappointed to learn that Atlas, despite being built on open source Chromium, is closed source. (Correct me if I'm wrong.)
As far as I know, the best option we have for replicating Atlas functionality locally is playwright. But I didn't have good results from playwright last time I tried it.
Can anyone sugges... | 2025-10-23T04:19:39 | https://www.reddit.com/r/LocalLLaMA/comments/1odtu5d/local_alternatives_to_atlas/ | tongkat-jack | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odtu5d | false | null | t3_1odtu5d | /r/LocalLLaMA/comments/1odtu5d/local_alternatives_to_atlas/ | false | false | self | 1 | null |
Amd pc | 3 | I’ve been at it all day trying to get wsl2 setup with gpu support for my amd pc cpu 7700 gpu 7900gre
I have tried multiple versions of ubuntu I tried to instal rocm from official amd repos
I can’t get gpu support
I was told from a YouTube video the safest way to run ai llms is in windows 11 wsl2 on docker
I can... | 2025-10-23T04:11:58 | https://www.reddit.com/r/LocalLLaMA/comments/1odtpby/amd_pc/ | AceCustom1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odtpby | false | null | t3_1odtpby | /r/LocalLLaMA/comments/1odtpby/amd_pc/ | false | false | self | 3 | null |
Semantic Compression: A Critical Component of the Local Agent Stack | 0 | **Why Your Local AI Agent Feels Broken (And How to Fix It)**
You've got a powerful GPU. You've downloaded the latest 8B model. You've set up the slickest inference engine. But when you try to build an actual AI agent—something that remembers who you are, uses tools, maintains context across conversations—it crawls.
T... | 2025-10-23T02:52:57 | https://medium.com/@mbonsign/semantic-compression-a-critical-component-of-the-local-agent-stack-ead4fe8b6e02 | MikeBeezzz | medium.com | 1970-01-01T00:00:00 | 0 | {} | 1ods7hj | false | null | t3_1ods7hj | /r/LocalLLaMA/comments/1ods7hj/semantic_compression_a_critical_component_of_the/ | false | false | default | 0 | null |
Best open-source TTS model for commercial voice cloning (possible to fine-tune with Argentine Spanish voices)? | 2 | Hi everyone,
I’m working on a **commercial project** that involves deploying a **Text-to-Speech (TTS)** system **locally** (not cloud-based).
I’m looking for an **open-source model** capable of **voice cloning** — ideally one that has the **possibility** of being fine-tuned or adapted with **Argentine Spanish** voice... | 2025-10-23T02:52:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ods7ff/best_opensource_tts_model_for_commercial_voice/ | rucoide | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ods7ff | false | null | t3_1ods7ff | /r/LocalLLaMA/comments/1ods7ff/best_opensource_tts_model_for_commercial_voice/ | false | false | self | 2 | null |
Need a model for my MacBook Air M4 16Gb | 2 | Just got a new Mac and found out later that I could run some small LLMs, got the 10 core GPU version with 16 Gb RAM, I know it’s not a lot but would it be enough for some Polymarket elections calculations with data from previous elections and opinion polling? | 2025-10-23T02:44:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ods1de/need_a_model_for_my_macbook_air_m4_16gb/ | klas228 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ods1de | false | null | t3_1ods1de | /r/LocalLLaMA/comments/1ods1de/need_a_model_for_my_macbook_air_m4_16gb/ | false | false | self | 2 | null |
Preliminary support in llama.cpp for Qualcomm Hexagon NPU | 8 | 2025-10-23T02:19:18 | https://github.com/ggml-org/llama.cpp/releases/tag/b6822 | SkyFeistyLlama8 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1odriw4 | false | null | t3_1odriw4 | /r/LocalLLaMA/comments/1odriw4/preliminary_support_in_llamacpp_for_qualcomm/ | false | false | 8 | {'enabled': False, 'images': [{'id': '1SH06ZC_-U-9PyIEx2h0F1rL7381Vh1_Ps6mFmWthjk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1SH06ZC_-U-9PyIEx2h0F1rL7381Vh1_Ps6mFmWthjk.png?width=108&crop=smart&auto=webp&s=967de5aa1d58741c7aaf3f1c1bad01ab7960da9b', 'width': 108}, {'height': 108, 'url': 'h... | ||
I'm done with Aider. | 0 | So, I have been trying to use aider as a pair programmer tool with Qwen3 models, but it is just a disaster.
Editing files without asking for permission, creating new duplicate folders/files... it just mess with the whole project.
Does anyone have an open-source alternative to it? | 2025-10-23T02:10:02 | https://www.reddit.com/r/LocalLLaMA/comments/1odrc8s/im_done_with_aider/ | Puzzleheaded_Dark_80 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odrc8s | false | null | t3_1odrc8s | /r/LocalLLaMA/comments/1odrc8s/im_done_with_aider/ | false | false | self | 0 | null |
Software export ban | 0 | [https://x.com/DeItaone/status/1981035523599687730](https://x.com/DeItaone/status/1981035523599687730)
>TRUMP ADMINISTRATION CONSIDERING PLAN TO RESTRICT GLOBALLY PRODUCED EXPORTS TO CHINA MADE WITH OR CONTAINING U.S. SOFTWARE, SOURCES SAY
Will be a curious situation if this happens and yet China continues to export ... | 2025-10-23T02:09:57 | https://www.reddit.com/r/LocalLLaMA/comments/1odrc6i/software_export_ban/ | kaggleqrdl | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odrc6i | false | null | t3_1odrc6i | /r/LocalLLaMA/comments/1odrc6i/software_export_ban/ | false | false | self | 0 | null |
LLM enterprise search | 0 | Hi everyone,
We are building PipesHub, a fully open source platform (Apache 2.0 license) that brings all your business data together and makes it searchable and usable. It connects with apps like Google Drive, Gmail, Slack, Notion, Confluence, Jira, Outlook, SharePoint, Dropbox, and even local file uploads. You can de... | 2025-10-23T01:26:59 | https://www.reddit.com/r/LocalLLaMA/comments/1odqgf8/llm_enterprise_search/ | Inevitable-Letter385 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odqgf8 | false | null | t3_1odqgf8 | /r/LocalLLaMA/comments/1odqgf8/llm_enterprise_search/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'hO1BK6bS_4mNYaGVC084UtT7OL1PkuHl2mbg6ueHrQM', 'resolutions': [{'height': 96, 'url': 'https://external-preview.redd.it/hO1BK6bS_4mNYaGVC084UtT7OL1PkuHl2mbg6ueHrQM.jpeg?width=108&crop=smart&auto=webp&s=63a546b8ac654187ee9b0d14224e852ef0c3d692', 'width': 108}], 'source': {'height': 99... |
Is Chain of Thought Still An Emergent Behavior? | 25 | In the famous Chain of Thought Paper[Chain of Thought Paper](https://arxiv.org/pdf/2201.11903), the authors argued that reasoning is an emergent behavior: models with <10B parameters showed little to no improvement from the baseline with the Chain of Thought prompting, but larger models did.
This is an old paper expe... | 2025-10-23T01:14:30 | https://www.reddit.com/r/LocalLLaMA/comments/1odq73r/is_chain_of_thought_still_an_emergent_behavior/ | Environmental_Form14 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odq73r | false | null | t3_1odq73r | /r/LocalLLaMA/comments/1odq73r/is_chain_of_thought_still_an_emergent_behavior/ | false | false | self | 25 | null |
What's the best model that supports tools for local use? | 1 | My setup is Ollama on 64 gig RAM/ 24 gig VRAM. Thanks. | 2025-10-23T00:42:24 | https://www.reddit.com/r/LocalLLaMA/comments/1odpiwa/whats_the_best_model_that_supports_tools_for/ | Great_Guidance_8448 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odpiwa | false | null | t3_1odpiwa | /r/LocalLLaMA/comments/1odpiwa/whats_the_best_model_that_supports_tools_for/ | false | false | self | 1 | null |
SGLang vs vLLM on H200: Which one do you prefer, Faster TTFT and higher TPS? | 19 | I ran both **SGLang** and **vLLM** on **Qwen3-Coder-30B** with **NVIDIA H200** and 500GB memory. Here are the numbers:
* **TTFT (Time to First Token):** SGLang 2333ms vs vLLM 2669ms. SGLang is \~12.6% faster to start generating, which you feel in interactive workloads.
* **TPS (Tokens/sec):** SGLang 2688.46 vs vLLM 2... | 2025-10-23T00:28:56 | batuhanaktass | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odp8pe | false | null | t3_1odp8pe | /r/LocalLLaMA/comments/1odp8pe/sglang_vs_vllm_on_h200_which_one_do_you_prefer/ | false | false | default | 19 | {'enabled': True, 'images': [{'id': '0t0vl6ap9rwf1', 'resolutions': [{'height': 54, 'url': 'https://preview.redd.it/0t0vl6ap9rwf1.png?width=108&crop=smart&auto=webp&s=005301a7052c209d65f9c2f8024943915bb50c11', 'width': 108}, {'height': 109, 'url': 'https://preview.redd.it/0t0vl6ap9rwf1.png?width=216&crop=smart&auto=web... | |
Copyright concerns regarding LLMs and coding | 0 | Hi,
I've been using LLMs, both local and cloud ones, to write a lot of AI generated code. While I imagine this will be an issue that is mainly sorted out in court, what are the ethical considerations of using AI generated code that has been trained on various open source licensed codebases, such as AGPL, to write clos... | 2025-10-22T23:20:33 | https://www.reddit.com/r/LocalLLaMA/comments/1odnr17/copyright_concerns_regarding_llms_and_coding/ | Far-Incident822 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odnr17 | false | null | t3_1odnr17 | /r/LocalLLaMA/comments/1odnr17/copyright_concerns_regarding_llms_and_coding/ | false | false | self | 0 | null |
New 'Markovian Thinking' technique unlocks a path to million-token AI reasoning | 31 | 2025-10-22T23:19:50 | https://venturebeat.com/ai/new-markovian-thinking-technique-unlocks-a-path-to-million-token-ai | qzrz | venturebeat.com | 1970-01-01T00:00:00 | 0 | {} | 1odnqga | false | null | t3_1odnqga | /r/LocalLLaMA/comments/1odnqga/new_markovian_thinking_technique_unlocks_a_path/ | false | false | default | 31 | null | |
Tensor parallelism with non-matching GPUs | 6 | Hi all, this might be a stupid/obvious question but I have the opportunity to buy some 3090s at a very good price. The issue is that one is a Zotac, and the other is a Founders Edition. I'm mainly only looking to do inference, but was wondering if the AIB difference between the GPUs would cause performance or stability... | 2025-10-22T22:30:21 | https://www.reddit.com/r/LocalLLaMA/comments/1odmlnr/tensor_parallelism_with_nonmatching_gpus/ | xt8sketchy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odmlnr | false | null | t3_1odmlnr | /r/LocalLLaMA/comments/1odmlnr/tensor_parallelism_with_nonmatching_gpus/ | false | false | self | 6 | null |
Can you imagine how DeepSeek is sold on Amazon in China? | 0 | How DeepSeek Reveals the Info Gap on AI
China is now seen as one of the top two leaders in AI, together with the US. DeepSeek is one of its biggest breakthroughs. However, how DeepSeek is sold on Taobao, China's version of Amazon, tells another interesting story.
On Taobao, many shops claim they sell “unlimited use” ... | 2025-10-22T22:17:11 | MarketingNetMind | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odmaz5 | false | null | t3_1odmaz5 | /r/LocalLLaMA/comments/1odmaz5/can_you_imagine_how_deepseek_is_sold_on_amazon_in/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'ibn9wbsumqwf1', 'resolutions': [{'height': 40, 'url': 'https://preview.redd.it/ibn9wbsumqwf1.jpeg?width=108&crop=smart&auto=webp&s=24aebb550b615eec93e8677f6c188206630d46aa', 'width': 108}, {'height': 80, 'url': 'https://preview.redd.it/ibn9wbsumqwf1.jpeg?width=216&crop=smart&auto=we... | |
How to run Qwen3-VL-2B on mobile? | 2 | Can anyone help me run this directly on a mobile device?
I found this package to run gguf models?
https://pub.dev/packages/aub_ai
And this package to run models in onnx format
https://pub.dev/packages/flutter_onnxruntime
| 2025-10-22T21:50:31 | https://www.reddit.com/r/LocalLLaMA/comments/1odlnnq/how_to_run_qwen3vl2b_on_mobile/ | sugarfreecaffeine | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odlnnq | false | null | t3_1odlnnq | /r/LocalLLaMA/comments/1odlnnq/how_to_run_qwen3vl2b_on_mobile/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '35AIRtvC2-MWS1wmgvEyH2SVDXgZ4BJv7oW-9iLwxdA', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/35AIRtvC2-MWS1wmgvEyH2SVDXgZ4BJv7oW-9iLwxdA.png?width=108&crop=smart&auto=webp&s=61a6139f310bcc3bc65c384eaa5e24e1519ea494', 'width': 108}, {'height': 108, 'url': 'h... |
Building out first local AI server for business use. | 1 | I work for a small company of about 5 techs that handle support for some bespoke products we sell as well as general MSP/ITSP type work. My boss wants to build out a server that we can use to load in all the technical manuals and integrate with our current knowledgebase as well as load in historical ticket data and mak... | 2025-10-22T21:32:49 | https://www.reddit.com/r/LocalLLaMA/comments/1odl7ru/building_out_first_local_ai_server_for_business/ | Squanchy2112 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odl7ru | false | null | t3_1odl7ru | /r/LocalLLaMA/comments/1odl7ru/building_out_first_local_ai_server_for_business/ | false | false | self | 1 | null |
What are the best small models with good tool call and good comprehension that can run entirely off CPU/ram | 3 | I’m hoping to just repurpose an old laptop as a basic LLM assistant of sorts , like Alexa but local.
Are there any good models and fast enough tts to pair with it ? | 2025-10-22T21:25:57 | https://www.reddit.com/r/LocalLLaMA/comments/1odl1q1/what_are_the_best_small_models_with_good_tool/ | SilentReporter9635 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odl1q1 | false | null | t3_1odl1q1 | /r/LocalLLaMA/comments/1odl1q1/what_are_the_best_small_models_with_good_tool/ | false | false | self | 3 | null |
Llama-bench with Mesa 26.0git on AMD Strix Halo - Nice pp512 gains | 14 | 2025-10-22T21:19:46 | https://www.reddit.com/r/LocalLLaMA/comments/1odkw5h/llamabench_with_mesa_260git_on_amd_strix_halo/ | Money_Hand_4199 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odkw5h | false | null | t3_1odkw5h | /r/LocalLLaMA/comments/1odkw5h/llamabench_with_mesa_260git_on_amd_strix_halo/ | false | false | 14 | null | ||
Design Arena Launches Video-to-Video Arena | 0 | Looks like Design Arena just added a video-to-video arena. Might be mistaken but I'm pretty sure it's the first video editing arena (doesn't look like LMArena and Artificial Analysis have any equivalents). I'm especially interested because:
1) It's 50% OW -- they've got both Hunyuan and Wan video on there and anecdot... | 2025-10-22T21:10:51 | https://www.reddit.com/r/LocalLLaMA/comments/1odko5g/design_arena_launches_videotovideo_arena/ | Significant-Fan241 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odko5g | false | null | t3_1odko5g | /r/LocalLLaMA/comments/1odko5g/design_arena_launches_videotovideo_arena/ | false | false | 0 | null | |
What are your favorite models to run on 12gb vram (4070 oc) | 2 | Hey everyone. I'm an avid user of ai in my workflows but haven't tried any of the local models.
I have a 4070 and would love to know what's the best model for coding and general day to day tasks that I can run locally.
I'm enticed by the 128gb Ryzen chips as well as the m4 max 512gb. However, I feel like I should g... | 2025-10-22T20:48:40 | https://www.reddit.com/r/LocalLLaMA/comments/1odk3d9/what_are_your_favorite_models_to_run_on_12gb_vram/ | ILooveMangoes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odk3d9 | false | null | t3_1odk3d9 | /r/LocalLLaMA/comments/1odk3d9/what_are_your_favorite_models_to_run_on_12gb_vram/ | false | false | self | 2 | null |
Strix Halo vs DGX Spark - Initial Impressions (long post with TL;DR at the end) | 183 | There are a lot of separate posts about Strix Halo and DGX Spark, but not too many direct comparisons from the people who are actually going to use them for work.
So, after getting Strix Halo and later DGX Spark, decided to compile my initial impressions after using both Strix Halo (GMKTek Evo x2 128GB) and NVidia DGX... | 2025-10-22T20:46:12 | https://www.reddit.com/r/LocalLLaMA/comments/1odk11r/strix_halo_vs_dgx_spark_initial_impressions_long/ | Eugr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odk11r | false | null | t3_1odk11r | /r/LocalLLaMA/comments/1odk11r/strix_halo_vs_dgx_spark_initial_impressions_long/ | false | false | self | 183 | {'enabled': False, 'images': [{'id': 'aN4XkL-MJPOzspOZbJF-LHUTlqDFer6LLeAA6qUoIWk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/aN4XkL-MJPOzspOZbJF-LHUTlqDFer6LLeAA6qUoIWk.png?width=108&crop=smart&auto=webp&s=82b51de17e10958d753371a7f7fd9f0ac42abc99', 'width': 108}, {'height': 108, 'url': 'h... |
Newer architecture vs raw VRAM for AI workstation | 6 | I'm building an AI/animation workstation and can't decide between going all-in on the latest tech or maximizing VRAM with older cards. Would love the community's perspective.
**THE DILEMMA:**
**Option A: Go New (Blackwell)**
- 1-2x RTX 5090 or RTX PRO 5000 72GB
- Pros: Blackwell architecture, PCIe 5.0, 2-3x faster si... | 2025-10-22T20:41:08 | https://www.reddit.com/r/LocalLLaMA/comments/1odjw7q/newer_architecture_vs_raw_vram_for_ai_workstation/ | icybergenome | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odjw7q | false | null | t3_1odjw7q | /r/LocalLLaMA/comments/1odjw7q/newer_architecture_vs_raw_vram_for_ai_workstation/ | false | false | self | 6 | null |
How can i training AI model to Pentest (Cyber) without restriction ? | 2 | So, I'm a beginner in AI, but I have a lot of knowledge in Penetration Testing. I'd like to have a local server to help me with my daily activities and perhaps even sell its use. But my VRAM is 12GB and 32GB RAM, and I have a Ryzen 5 5600G. Which model would be best for Penetration Testing in this scenario? How can I t... | 2025-10-22T20:27:58 | https://www.reddit.com/r/LocalLLaMA/comments/1odjk0s/how_can_i_training_ai_model_to_pentest_cyber/ | SplitEarly2354 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odjk0s | false | null | t3_1odjk0s | /r/LocalLLaMA/comments/1odjk0s/how_can_i_training_ai_model_to_pentest_cyber/ | false | false | self | 2 | null |
Completing an RTX 3090 with another GPU for more VRAM at an affordable price, what are the best options? | 1 | I have an RTX 3090, but I'm reaching the limits of this GPU VRAM, I was wondering what are the best options to complete it? what are the Pros and Cons to add it an RTX 3080 for example? does the cards perform better when they are exactly the same? and the same architecture?
What are the pros and cons? | 2025-10-22T20:21:33 | https://www.reddit.com/r/LocalLLaMA/comments/1odjdth/completing_an_rtx_3090_with_another_gpu_for_more/ | tomakorea | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odjdth | false | null | t3_1odjdth | /r/LocalLLaMA/comments/1odjdth/completing_an_rtx_3090_with_another_gpu_for_more/ | false | false | self | 1 | null |
Compute in memory breakthrough from GSI | 0 | [https://gsitechnology.com/compute-in-memory-computational-devices/](https://gsitechnology.com/compute-in-memory-computational-devices/)
The news says that Cornell University study validated companies claims, but I couldn't find the study. The in memory tech is in sram. Would be more fascinating if it was in dram or... | 2025-10-22T20:16:26 | https://www.reddit.com/r/LocalLLaMA/comments/1odj8w0/compute_in_memory_breakthrough_from_gsi/ | Terminator857 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odj8w0 | false | null | t3_1odj8w0 | /r/LocalLLaMA/comments/1odj8w0/compute_in_memory_breakthrough_from_gsi/ | false | false | self | 0 | null |
RamaLama: Running LLMs as containers adding MLX support | 14 | I’m not sure if anyone has played around with it yet but RamaLama is CLI for running and building LLMs as container images.
We recently added support for MLX in addition to llama.cpp and vLLM (shoutout to kush-gupt)! We are aiming to be totally runtime and hardware agnostic but it’s been an uphill battle with vL... | 2025-10-22T19:52:16 | https://v.redd.it/x0zcn3zhwpwf1 | ProfessionalHorse707 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odilom | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/x0zcn3zhwpwf1/DASHPlaylist.mpd?a=1763754752%2CZWRlOTBmODBmNDgyNmRjMGQzZGQ1YjJlYTA3NjJhNWVmNTFlNDJjMmVhMzBmZWRkZDViNTQ5ODQ2NDE2ZTY4NQ%3D%3D&v=1&f=sd', 'duration': 43, 'fallback_url': 'https://v.redd.it/x0zcn3zhwpwf1/DASH_720.mp4?source=fallback', 'ha... | t3_1odilom | /r/LocalLLaMA/comments/1odilom/ramalama_running_llms_as_containers_adding_mlx/ | false | false | 14 | {'enabled': False, 'images': [{'id': 'cTYxeHE0emh3cHdmMXy1caZuZgS62CJImk8F9ntJO8-7vfSdfeZ_sZ1BZhe-', 'resolutions': [{'height': 118, 'url': 'https://external-preview.redd.it/cTYxeHE0emh3cHdmMXy1caZuZgS62CJImk8F9ntJO8-7vfSdfeZ_sZ1BZhe-.png?width=108&crop=smart&format=pjpg&auto=webp&s=7db714c3c3eab660d08ac0967648030abefc... | |
Troubleshooting Prompt Cache with Llama.cpp Question | 2 | Hey guys, been trying to troubleshoot or figure out what's causing an odd behavior where Llama.cpp doesn't appear to cache the prompt if the initial few messages are longer. I've been able to get it to work as expected if the first 2-3 messages I send are small (like 10-30ish tokens) and from there I can send a message... | 2025-10-22T19:40:33 | https://www.reddit.com/r/LocalLLaMA/comments/1odiai7/troubleshooting_prompt_cache_with_llamacpp/ | DragonfruitIll660 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odiai7 | false | null | t3_1odiai7 | /r/LocalLLaMA/comments/1odiai7/troubleshooting_prompt_cache_with_llamacpp/ | false | false | self | 2 | null |
olmOCR 2: Unit test rewards for document OCR | Ai2 | 1 | [deleted] | 2025-10-22T19:40:30 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1odiaga | false | null | t3_1odiaga | /r/LocalLLaMA/comments/1odiaga/olmocr_2_unit_test_rewards_for_document_ocr_ai2/ | false | false | default | 1 | null | ||
𝘞𝘩𝘦𝘯 𝘙𝘦𝘥𝘪𝘴 𝘧𝘦𝘭𝘵 𝘵𝘰𝘰 𝘮𝘶𝘤𝘩, 𝘐 𝘶𝘴𝘦𝘥 𝘖𝘖𝘗S 𝘪𝘯𝘴𝘵𝘦𝘢𝘥 | 1 | [removed] | 2025-10-22T19:33:10 | Legendary_Outrage | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odi3cv | false | null | t3_1odi3cv | /r/LocalLLaMA/comments/1odi3cv/𝘞𝘩𝘦𝘯_𝘙𝘦𝘥𝘪𝘴_𝘧𝘦𝘭𝘵_𝘵𝘰𝘰_𝘮𝘶𝘤𝘩_𝘐_𝘶𝘴𝘦𝘥_𝘖𝘖𝘗s_𝘪𝘯𝘴𝘵𝘦𝘢𝘥/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'xgrh9i3mtpwf1', 'resolutions': [{'height': 78, 'url': 'https://preview.redd.it/xgrh9i3mtpwf1.jpeg?width=108&crop=smart&auto=webp&s=66524d0246f8dc05e777c221f866e509a62c7cfd', 'width': 108}, {'height': 157, 'url': 'https://preview.redd.it/xgrh9i3mtpwf1.jpeg?width=216&crop=smart&auto=w... | |
Meta lays off 600 employees within AI unit | 253 | 2025-10-22T19:30:58 | https://www.cnbc.com/2025/10/22/meta-layoffs-ai.html | a_slay_nub | cnbc.com | 1970-01-01T00:00:00 | 0 | {} | 1odi1c0 | false | null | t3_1odi1c0 | /r/LocalLLaMA/comments/1odi1c0/meta_lays_off_600_employees_within_ai_unit/ | false | false | default | 253 | {'enabled': False, 'images': [{'id': 'J07EauFcN4nV9LOcRS0eXwdDIcxd3OiFJdlO3Bhl-Rc', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/J07EauFcN4nV9LOcRS0eXwdDIcxd3OiFJdlO3Bhl-Rc.jpeg?width=108&crop=smart&auto=webp&s=d9d748204c8c92947ff46013b819672df4c492f0', 'width': 108}, {'height': 121, 'url': '... | |
Looking for a working NVFP4/MXFP4 pretraining recipe for sm121 Nvidia GPUs | 0 | I am working on pretraining a small model in NVFP4 (or MXFP4) on Blackwell (sm121 not sm120a like the 50xx cards). Nvidia has an example [recipe](https://docs.nvidia.com/deeplearning/transformer-engine/user-guide/examples/fp8_primer.html) for doing this, and Cursor has a nice [blog post](https://cursor.com/blog/kernels... | 2025-10-22T19:28:37 | entsnack | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odhz2s | false | null | t3_1odhz2s | /r/LocalLLaMA/comments/1odhz2s/looking_for_a_working_nvfp4mxfp4_pretraining/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'u7yw1gzsspwf1', 'resolutions': [{'height': 93, 'url': 'https://preview.redd.it/u7yw1gzsspwf1.jpeg?width=108&crop=smart&auto=webp&s=8d3febbfd37b41ca00a7747e06beb84c7b0837c2', 'width': 108}, {'height': 186, 'url': 'https://preview.redd.it/u7yw1gzsspwf1.jpeg?width=216&crop=smart&auto=w... | |
⚙️ "𝘞𝘩𝘦𝘯 𝘙𝘦𝘥𝘪𝘴 𝘧𝘦𝘭𝘵 𝘵𝘰𝘰 𝘮𝘶𝘤𝘩, 𝘐 𝘶𝘴𝘦𝘥 𝘖𝘖𝘗 𝘪𝘯𝘴𝘵𝘦𝘢𝘥" | 1 | [removed] | 2025-10-22T19:20:53 | Legendary_Outrage | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odhrpx | false | null | t3_1odhrpx | /r/LocalLLaMA/comments/1odhrpx/𝘞𝘩𝘦𝘯_𝘙𝘦𝘥𝘪𝘴_𝘧𝘦𝘭𝘵_𝘵𝘰𝘰_𝘮𝘶𝘤𝘩_𝘐_𝘶𝘴𝘦𝘥_𝘖𝘖𝘗_𝘪𝘯𝘴𝘵𝘦𝘢𝘥/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': '0ruwak5frpwf1', 'resolutions': [{'height': 78, 'url': 'https://preview.redd.it/0ruwak5frpwf1.jpeg?width=108&crop=smart&auto=webp&s=01cf248303e2438086e8d1c75a5fbff6d5e4de13', 'width': 108}, {'height': 157, 'url': 'https://preview.redd.it/0ruwak5frpwf1.jpeg?width=216&crop=smart&auto=w... | |
Gradio-related Riskware alert when installing Chatterbox | 3 | I'm trying to install Chatterbox from here:
https://github.com/psdwizzard/chatterbox-Audiobook
At the *Launch the Application* stage I run a batch file:
launch_audiobook.bat
It though errors with the following:
**Could not create share link. Please check your internet connection or our status page: https://status.... | 2025-10-22T19:17:41 | https://www.reddit.com/r/LocalLLaMA/comments/1odholp/gradiorelated_riskware_alert_when_installing/ | Twigling | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odholp | false | null | t3_1odholp | /r/LocalLLaMA/comments/1odholp/gradiorelated_riskware_alert_when_installing/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': '7EDYoKVg45DdchO0WzF7XDzgHdJzAPoKXjT3D3qCC18', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/7EDYoKVg45DdchO0WzF7XDzgHdJzAPoKXjT3D3qCC18.png?width=108&crop=smart&auto=webp&s=a3f348e677ca24ab570519a58ea25dc2f65baec6', 'width': 108}, {'height': 108, 'url': 'h... |
Where can I check my essay for plagiarism for free? Tried a few tools, but Ollama really stood out! | 28 | I’ve been testing Ollama for a while now, but whenever I push it to generate longer essays (around 1,000–2.000 words), it either starts repeating itself or just stops halfway. I’ve tried tweaking my prompts in various ways, but nothing seems to hold together for a complete essay.
It’s honestly frustrating because I r... | 2025-10-22T19:11:25 | https://www.reddit.com/r/LocalLLaMA/comments/1odhimh/where_can_i_check_my_essay_for_plagiarism_for/ | Human_Armadillo_1585 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odhimh | false | null | t3_1odhimh | /r/LocalLLaMA/comments/1odhimh/where_can_i_check_my_essay_for_plagiarism_for/ | false | false | self | 28 | null |
First impressions and thoughts on the GTR9 Pro (Beelink's 395) | 15 | tl;dr: Good and bad, some "benchmarks" and details [here](https://gist.github.com/KMouratidis/88456bea439ea8d38f452bb6df289b58). Not sure I'd recommend it. Not yet.
Hey y'all! Just like many others I wanted to try the 395, but since I mostly wanted it as a server first (and LLM runner third), I wanted one with 10 Gbps... | 2025-10-22T19:00:20 | https://www.reddit.com/r/LocalLLaMA/comments/1odh7ns/first_impressions_and_thoughts_on_the_gtr9_pro/ | kmouratidis | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odh7ns | false | null | t3_1odh7ns | /r/LocalLLaMA/comments/1odh7ns/first_impressions_and_thoughts_on_the_gtr9_pro/ | false | false | 15 | {'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg.png?width=108&crop=smart&auto=webp&s=796041decb8c1250cbc2f301331b72f7385b477d', 'width': 108}, {'height': 108, 'url': 'h... | |
Readline and Shift+Enter for Soft Enters in tmux | 5 | In case anyone's struggling with getting soft-enters in their terminal-based tools... (and using tmux):
I make a lot of CLI tools, but recently have been doing some interactive readline versions.
I needed Shift+Enter to do a soft enter (inserting the newline without committing the line -- like what you experience in... | 2025-10-22T18:56:36 | https://www.reddit.com/r/LocalLLaMA/comments/1odh47h/readline_and_shiftenter_for_soft_enters_in_tmux/ | jaggzh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odh47h | false | null | t3_1odh47h | /r/LocalLLaMA/comments/1odh47h/readline_and_shiftenter_for_soft_enters_in_tmux/ | false | false | self | 5 | null |
I Asked Grok, Claude, ChatGPT, and Google to Fix My Code (Are we really doomed?) | 107 | So yesterday I spent about 3 hours on an existing project, throwing it at Grok, Claude, and Google AI.
It’s a painting editor — sort of a Photoshop-ish thing (complete with multi-undo and all that crap).
I noticed the zoom in/out was chaotic. It was supposed to zoom around the cursor, but instead, it was jumping all... | 2025-10-22T18:51:11 | https://www.reddit.com/r/LocalLLaMA/comments/1odgyxp/i_asked_grok_claude_chatgpt_and_google_to_fix_my/ | FPham | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odgyxp | false | null | t3_1odgyxp | /r/LocalLLaMA/comments/1odgyxp/i_asked_grok_claude_chatgpt_and_google_to_fix_my/ | false | false | self | 107 | null |
What can be run with Mac mini m4? | 2 | Hey everyone,
I am curious whether agentic coding LLM is possible with my Mac. I am lost what is what, and I have little knowledge, pardon my ignorance, but I feel a lot of people seek some basic knowledge about which models are small, which one is agentic etc. is there any website to check that? | 2025-10-22T18:33:10 | https://www.reddit.com/r/LocalLLaMA/comments/1odghg7/what_can_be_run_with_mac_mini_m4/ | 60finch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odghg7 | false | null | t3_1odghg7 | /r/LocalLLaMA/comments/1odghg7/what_can_be_run_with_mac_mini_m4/ | false | false | self | 2 | null |
olmoOCR 2 released, big quality improvements, fully open training data and code | 149 | Given the interest in OCR models recently, Ai2's release today should be on your radar. The weights, training data, and training code are all open, and you can try it for free here:
[https://olmocr.allenai.org/](https://olmocr.allenai.org/)
📚 Blog: [https://allenai.org/blog/olmocr-2](https://allenai.org/blog/ol... | 2025-10-22T18:22:09 | https://allenai.org/blog/olmocr-2 | whistling_frank | allenai.org | 1970-01-01T00:00:00 | 0 | {} | 1odg6pz | false | null | t3_1odg6pz | /r/LocalLLaMA/comments/1odg6pz/olmoocr_2_released_big_quality_improvements_fully/ | false | false | default | 149 | {'enabled': False, 'images': [{'id': 'jMHnzDUDDsA1xIrP_vxD1Z6TLTLk5mgpCRd-v7PwCn4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/jMHnzDUDDsA1xIrP_vxD1Z6TLTLk5mgpCRd-v7PwCn4.png?width=108&crop=smart&auto=webp&s=05c112492ff8c44c819cfa0d1bdcfbe9695db642', 'width': 108}, {'height': 121, 'url': 'h... |
Introducing ExecuTorch 1.0 | 19 | 2025-10-22T18:17:14 | https://pytorch.org/blog/introducing-executorch-1-0/ | dayanruben | pytorch.org | 1970-01-01T00:00:00 | 0 | {} | 1odg1wm | false | null | t3_1odg1wm | /r/LocalLLaMA/comments/1odg1wm/introducing_executorch_10/ | false | false | default | 19 | null | |
Quick question for indie devs running LLMs/AI models | 1 | [removed] | 2025-10-22T18:14:11 | https://www.reddit.com/r/LocalLLaMA/comments/1odfyy5/quick_question_for_indie_devs_running_llmsai/ | ex_aws_builder | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odfyy5 | false | null | t3_1odfyy5 | /r/LocalLLaMA/comments/1odfyy5/quick_question_for_indie_devs_running_llmsai/ | false | false | self | 1 | null |
FS: Dual RTX 4090 Puget Systems TRX50 T120-XL • Threadripper 7960X • 128 GB ECC • $7K OBO • UPS Included Free (NY/NJ area) | 0 | Hi everyone! I’m downsizing and hoping to find a good home for my **Puget Systems TRX50 T120-XL** workstation. Purchased April 2025, used only a few hours for local inference testing. Moving soon and won’t have a 20 A outlet at the new place.
**Specs:**
• AMD Threadripper 7960X (24c/48t)
• ASUS Pro WS TRX50-SAGE W... | 2025-10-22T18:06:17 | https://www.reddit.com/r/LocalLLaMA/comments/1odfram/fs_dual_rtx_4090_puget_systems_trx50_t120xl/ | Aromatic_Wolverine86 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odfram | false | null | t3_1odfram | /r/LocalLLaMA/comments/1odfram/fs_dual_rtx_4090_puget_systems_trx50_t120xl/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'sQiIVOauFf5IMkrd8zhCCKi6o5gkVy2hjpDWq4Mlylk', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/WRWAXud1d7cJp1cnXvP0RSbsKOCE-gYT12-ydgfzY8s.jpg?width=108&crop=smart&auto=webp&s=5283cef4f9719ed83e9219d7ab8b5f8fb9279366', 'width': 108}, {'height': 432, 'url': '... |
Qwen-MT Open Source? | 2 | Does anyone know if it is possible to download Qwen-MT? I would like to run translations via my proprietory VM.
Thanks | 2025-10-22T18:05:23 | https://www.reddit.com/r/LocalLLaMA/comments/1odfqfq/qwenmt_open_source/ | dr_progress | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odfqfq | false | null | t3_1odfqfq | /r/LocalLLaMA/comments/1odfqfq/qwenmt_open_source/ | false | false | self | 2 | null |
Devs, what are your experiences with Qwen3-coder-30b? | 27 | From code completion, method refactoring, to generating a full MVP project, how well does Qwen3-coder-30b perform?
I have a desktop with 32GB DDR5 RAM and I'm planning to buy an RTX 5000 series with at least 16GB of VRAM. Can it handle the quantized version of this model well? | 2025-10-22T17:43:11 | https://www.reddit.com/r/LocalLLaMA/comments/1odf4ei/devs_what_are_your_experiences_with_qwen3coder30b/ | AzRedx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odf4ei | false | null | t3_1odf4ei | /r/LocalLLaMA/comments/1odf4ei/devs_what_are_your_experiences_with_qwen3coder30b/ | false | false | self | 27 | null |
Ling-1T is very impressive – why are there no independent benchmarks? | 75 | Today, I finally had the chance to run some tests with ubergarm’s GGUF version of Ling-1T:
[Hugging Face – Ling-1T-GGUF](https://huggingface.co/ubergarm/Ling-1T-GGUF)
I focused on mathematical and reasoning tasks, and I have to say: I’m genuinely impressed. I only used IQ2\_K-quants and Ling-1T solved every problem ... | 2025-10-22T17:40:56 | https://www.reddit.com/r/LocalLLaMA/comments/1odf249/ling1t_is_very_impressive_why_are_there_no/ | Snail_Inference | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odf249 | false | null | t3_1odf249 | /r/LocalLLaMA/comments/1odf249/ling1t_is_very_impressive_why_are_there_no/ | false | false | self | 75 | {'enabled': False, 'images': [{'id': '3x-nz94zBN5kpeGGP9T-N30FgeUV8wXRE7FCAExZwr4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/3x-nz94zBN5kpeGGP9T-N30FgeUV8wXRE7FCAExZwr4.png?width=108&crop=smart&auto=webp&s=d08835d2f8b28160d9c9804f83cd20644e5c59fc', 'width': 108}, {'height': 116, 'url': 'h... |
AGI has already been disproven | 0 | AGI has already been disproven — at least within any foreseeable timeframe, it’s not going to appear. The current generation of agents isn’t capable enough to sustain such an enormous narrative about the future of AI. That’s why many people have shifted their hopes toward embodied intelligence, believing it to be the t... | 2025-10-22T17:37:31 | https://www.reddit.com/r/LocalLLaMA/comments/1odeypb/agi_has_already_been_disproven/ | uncleofchocolate | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odeypb | false | null | t3_1odeypb | /r/LocalLLaMA/comments/1odeypb/agi_has_already_been_disproven/ | false | false | self | 0 | null |
Saving Agentic AI Deployment Cost via Knowledge Distillation | 1 | **Why Knowledge Distillation Matters in Enterprise AI**
Large AI models are powerful — but also expensive to deploy and maintain. Running a 7B+ parameter model in production means high GPU memory usage, slow inference, and high operational costs.
For enterprise AI systems that need real-time reasoning or on-device ex... | 2025-10-22T17:30:25 | https://www.reddit.com/r/LocalLLaMA/comments/1oderhh/saving_agentic_ai_deployment_cost_via_knowledge/ | Successful_Table_263 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oderhh | false | null | t3_1oderhh | /r/LocalLLaMA/comments/1oderhh/saving_agentic_ai_deployment_cost_via_knowledge/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'eSDFXR3PZyHdyzxDOXNQ-Pe9EAFjtUCQedcZFa4l_1M', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/eSDFXR3PZyHdyzxDOXNQ-Pe9EAFjtUCQedcZFa4l_1M.png?width=108&crop=smart&auto=webp&s=f986c1a46ab7527e55c2501924d04d5ac49f0573', 'width': 108}, {'height': 108, 'url': 'h... | |
LM Studio running on Thunderbolt RTX eGPU "device lost" after sleep | 1 | So I'm struggling with this problem: I'm running LM Studio (0.3.25) on an NVIDIA RTX in a Thunderbolt enclosure.
After a clean reboot, everything works as expected. Chatting, it's responding... But when I have put my laptop to sleep, and wake it up again, LM Studio will (almost?) always stop working.
I make sure that... | 2025-10-22T17:25:26 | https://www.reddit.com/r/LocalLLaMA/comments/1odemmc/lm_studio_running_on_thunderbolt_rtx_egpu_device/ | NetworkSpecial3268 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odemmc | false | null | t3_1odemmc | /r/LocalLLaMA/comments/1odemmc/lm_studio_running_on_thunderbolt_rtx_egpu_device/ | false | false | self | 1 | null |
Can someone please create a benchmark for spatial information in images? | 2 | Rant:
I'm so annoyed that the image describing models (like the autocaptioners, but actually any multimodal LLM) are pathetic bad at getting left and right correct.
You can easily get them confused by showing them an image of a person facing the camera (i.e. nearly all images with a person). When that person is holdi... | 2025-10-22T17:09:40 | https://www.reddit.com/r/LocalLLaMA/comments/1ode77b/can_someone_please_create_a_benchmark_for_spatial/ | StableLlama | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ode77b | false | null | t3_1ode77b | /r/LocalLLaMA/comments/1ode77b/can_someone_please_create_a_benchmark_for_spatial/ | false | false | self | 2 | null |
The bug that taught me more about PyTorch than years of using it | 6 | Another banger blog by Elana ! | 2025-10-22T17:07:05 | https://elanapearl.github.io/blog/2025/the-bug-that-taught-me-pytorch/ | rajko_rad | elanapearl.github.io | 1970-01-01T00:00:00 | 0 | {} | 1ode4nh | false | null | t3_1ode4nh | /r/LocalLLaMA/comments/1ode4nh/the_bug_that_taught_me_more_about_pytorch_than/ | false | false | default | 6 | {'enabled': False, 'images': [{'id': 'wIFczsrtcevJhxKysJxxE4CE5_uQHqLT92beux54J5k', 'resolutions': [{'height': 137, 'url': 'https://external-preview.redd.it/wIFczsrtcevJhxKysJxxE4CE5_uQHqLT92beux54J5k.png?width=108&crop=smart&auto=webp&s=0ff66481a5fc32b522d6bfaa190ce9f0c7d1a3e0', 'width': 108}, {'height': 275, 'url': '... |
layer activation tracing | 1 | I am currently using llama.cpp but am open to other runtimes.
I would like to get an understanding on the sequence of decoders that a token takes, through which layers of the gguf file it will travel.
I know that this will probably look random but still want to give it a try.
does anyone know of a software that can he... | 2025-10-22T16:58:47 | https://www.reddit.com/r/LocalLLaMA/comments/1oddw6j/layer_activation_tracing/ | Maleficent-Koalabeer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oddw6j | false | null | t3_1oddw6j | /r/LocalLLaMA/comments/1oddw6j/layer_activation_tracing/ | false | false | self | 1 | null |
Is it possible to fully fine tuning LLaMA 2 7B on tpu-v4-8 | 2 | I’m trying to reproduce the results from a paper, which trains a LLaMA 2 7B model for code generation on a 30 k‑sample dataset (10k each from Evol CodeAlpaca (Luo et al., 2023), Code-Alpaca (Chaudhary, 2023) Tulu 3 Persona Python (Lambert et al., 2025) ). The paper uses 8× A100 80 GB GPUs and achieves good performance ... | 2025-10-22T16:58:47 | https://www.reddit.com/r/LocalLLaMA/comments/1oddw6u/is_it_possible_to_fully_fine_tuning_llama_2_7b_on/ | Bhristopherr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oddw6u | false | null | t3_1oddw6u | /r/LocalLLaMA/comments/1oddw6u/is_it_possible_to_fully_fine_tuning_llama_2_7b_on/ | false | false | self | 2 | null |
Free GPU memory during local LLM inference without KV cache hogging VRAM | 38 | We are building [kvcached](https://github.com/ovg-project/kvcached), a library that lets local LLM inference engines such as **SGLang** and **vLLM** free idle KV cache memory instead of occupying the entire GPU. This allows you to run a model locally without using all available VRAM, so other applications can still run... | 2025-10-22T16:40:37 | https://www.reddit.com/r/LocalLLaMA/comments/1odddyg/free_gpu_memory_during_local_llm_inference/ | ivaniumr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odddyg | false | null | t3_1odddyg | /r/LocalLLaMA/comments/1odddyg/free_gpu_memory_during_local_llm_inference/ | false | false | self | 38 | {'enabled': False, 'images': [{'id': 'Qexkfi7FQ3mBNXUsI349OiBIZqFoa4py3iuRmtBXCE0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Qexkfi7FQ3mBNXUsI349OiBIZqFoa4py3iuRmtBXCE0.png?width=108&crop=smart&auto=webp&s=3d4a1569ef45ad35817310e1a90e6a42b16cda86', 'width': 108}, {'height': 108, 'url': 'h... |
How are people syncing and indexing data from tools like Gmail or Slack for RAG? | 4 | I’ve been exploring how to make personal assistants or knowledge tools that understand your email and calendar context.
The tricky part is data freshness and scale do you sync and embed everything in a vector DB, or just fetch data on demand?
If you’ve built anything similar:
* How do you handle syncing without hit... | 2025-10-22T16:39:45 | https://www.reddit.com/r/LocalLLaMA/comments/1oddd4r/how_are_people_syncing_and_indexing_data_from/ | BriefCardiologist656 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oddd4r | false | null | t3_1oddd4r | /r/LocalLLaMA/comments/1oddd4r/how_are_people_syncing_and_indexing_data_from/ | false | false | self | 4 | null |
Free GPU memory during local LLM inference without KV cache hogging VRAM | 2 | We are building [kvcached](https://github.com/ovg-project/kvcached), a library that lets local LLM inference engines such as **SGLang** and **vLLM** free idle KV cache memory instead of occupying the entire GPU. This allows you to run a model locally without using all available VRAM, so other applications can still run... | 2025-10-22T16:36:20 | https://www.reddit.com/r/LocalLLaMA/comments/1odd9r0/free_gpu_memory_during_local_llm_inference/ | ivaniumr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odd9r0 | false | null | t3_1odd9r0 | /r/LocalLLaMA/comments/1odd9r0/free_gpu_memory_during_local_llm_inference/ | false | false | self | 2 | null |
Qwen3-VL-2B GGUF is here | 2 | GGUFs are available (Note currently only NexaSDK supports Qwen3-VL-2B GGUF model)
[https://huggingface.co/NexaAI/Qwen3-VL-2B-Thinking-GGUF](https://huggingface.co/NexaAI/Qwen3-VL-2B-Thinking-GGUF)
[https://huggingface.co/NexaAI/Qwen3-VL-2B-Instruct-GGUF](https://huggingface.co/NexaAI/Qwen3-VL-2B-Instruct-GGUF)
Her... | 2025-10-22T16:08:01 | https://www.reddit.com/r/LocalLLaMA/comments/1odcib3/qwen3vl2b_gguf_is_here/ | AlanzhuLy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odcib3 | false | null | t3_1odcib3 | /r/LocalLLaMA/comments/1odcib3/qwen3vl2b_gguf_is_here/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'W7AGVvstE9pre0GHVfitXRaqvaJcdswOTBT90OSCLds', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/W7AGVvstE9pre0GHVfitXRaqvaJcdswOTBT90OSCLds.png?width=108&crop=smart&auto=webp&s=15a1adaf9db61360d898c6aea7243641c19aa93f', 'width': 108}, {'height': 116, 'url': 'h... |
The Next Generation of Founders Will Build With AI as a Partner, Not a Tool | 0 |
I think the next wave of great startups won’t just use AI, they’ll build alongside it.
That’s how I approached [ember.do](http://ember.do). Instead of adding “AI features,” I let AI act as a
co-founder. It reviews your business plan, detects blind spots, and suggests smarter moves.
It doesn’t just automate tasks,... | 2025-10-22T16:00:42 | https://www.reddit.com/r/LocalLLaMA/comments/1odcawt/the_next_generation_of_founders_will_build_with/ | Ok-Fan-6434 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odcawt | false | null | t3_1odcawt | /r/LocalLLaMA/comments/1odcawt/the_next_generation_of_founders_will_build_with/ | false | false | self | 0 | null |
The security paradox of local LLMs | 0 | 2025-10-22T15:58:18 | https://quesma.com/blog/local-llms-security-paradox/ | svacko | quesma.com | 1970-01-01T00:00:00 | 0 | {} | 1odc8h2 | false | null | t3_1odc8h2 | /r/LocalLLaMA/comments/1odc8h2/the_security_paradox_of_local_llms/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': '7v-C3aY3iVb1D8DFwD4STRtA6plkUIhWsA4zs5JGd5I', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/7v-C3aY3iVb1D8DFwD4STRtA6plkUIhWsA4zs5JGd5I.png?width=108&crop=smart&auto=webp&s=79ec2d5e1bad2dd08c0377e8b5d9c055b34a7f66', 'width': 108}, {'height': 144, 'url': 'h... | |
LFM2-VL 3B released today | 75 | New **LFM2-VL 3B** version released by LiquidAI today.
* [Blog post](https://www.liquid.ai/blog/lfm2-vl-3b-a-new-efficient-vision-language-for-the-edge)
* [HuggingFace ](https://huggingface.co/LiquidAI/LFM2-VL-3B)page
* Available quant: [GGUF](https://huggingface.co/LiquidAI/LFM2-VL-3B-GGUF)
|**Model**|Average|MMStar... | 2025-10-22T15:46:03 | https://www.reddit.com/r/LocalLLaMA/comments/1odbwjj/lfm2vl_3b_released_today/ | cruncherv | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odbwjj | false | null | t3_1odbwjj | /r/LocalLLaMA/comments/1odbwjj/lfm2vl_3b_released_today/ | false | false | self | 75 | {'enabled': False, 'images': [{'id': 'Sm9xk0S8oNZqDFcBuFJNjvOXN7_U_fgEzB4DKF3rxNo', 'resolutions': [{'height': 77, 'url': 'https://external-preview.redd.it/Sm9xk0S8oNZqDFcBuFJNjvOXN7_U_fgEzB4DKF3rxNo.png?width=108&crop=smart&auto=webp&s=9d89e03e7cfccf675ff78c5608e33bb5b5e8da54', 'width': 108}, {'height': 154, 'url': 'h... |
LFM2-VL 3B released today | 1 | New **LFM2-VL 3B** version released by LiquidAI today.
* [Blog post](https://www.liquid.ai/blog/lfm2-vl-3b-a-new-efficient-vision-language-for-the-edge)
* [HuggingFace ](https://huggingface.co/LiquidAI/LFM2-VL-3B)page
* Available quant: [GGUF](https://huggingface.co/LiquidAI/LFM2-VL-3B-GGUF)
||
||
|Model|Average|MMSt... | 2025-10-22T15:42:26 | https://www.reddit.com/r/LocalLLaMA/comments/1odbsuo/lfm2vl_3b_released_today/ | cruncherv | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odbsuo | false | null | t3_1odbsuo | /r/LocalLLaMA/comments/1odbsuo/lfm2vl_3b_released_today/ | false | false | self | 1 | null |
LMStudio - Now has GLM 4.6 Support (CUDA) | 32 | Hey, just so you know, LMStudio seems to now have GLM 4.6 support. Yay.
I'm getting 2.99 tokens a second when generating 3000 tokens using 1 3090 and PC RAM.
Model: Unsloth GLM 4.6 UD - Q3\_K\_XL (147.22GB)
Hardware setup: single 3090 + 14700K with 192GB RAM DDR5333. (14700K limited to 250Watts)
NOTE: Getting... | 2025-10-22T15:26:02 | https://www.reddit.com/r/LocalLLaMA/comments/1odbco8/lmstudio_now_has_glm_46_support_cuda/ | YouAreRight007 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odbco8 | false | null | t3_1odbco8 | /r/LocalLLaMA/comments/1odbco8/lmstudio_now_has_glm_46_support_cuda/ | false | false | self | 32 | null |
Feasibility Check: Modifying DeepSeek-OCR (2510.18234) into an Instruction-Following Document VLM? | 13 | Hey everyone
I've been digging into the new DeepSeek-OCR paper (arXiv: 2510.18234), and its DeepEncoder looks like a game-changer for handling high-resolution, dense documents with its high-compression ratio.
As I understand it, the model in its current form is a pure OCR engine, with a workflow of:
Image -> [Encod... | 2025-10-22T15:09:45 | https://www.reddit.com/r/LocalLLaMA/comments/1odax0g/feasibility_check_modifying_deepseekocr_251018234/ | hiiamtin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odax0g | false | null | t3_1odax0g | /r/LocalLLaMA/comments/1odax0g/feasibility_check_modifying_deepseekocr_251018234/ | false | false | self | 13 | null |
Running whisper-large-v3-turbo (OpenAI) Exclusively on AMD Ryzen™ AI NPU | 39 | # About the Demo
* **Workflow:** `whisper-large-v3-turbo` transcribes audio; `gpt-oss:20b` generates the summary. Both models are **pre-loaded** on the NPU.
* **Settings:** `gpt-oss:20b` reasoning effort = **High**.
* **Test system:** ASRock 4X4 BOX-AI340 Mini PC (Kraken Point), 96 GB RAM.
* **Software:** FastFlowLM (... | 2025-10-22T15:07:57 | https://youtu.be/0t8ijUPg4A0?si=539G5mrICJNOwe6Z | BandEnvironmental834 | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1odavba | false | {'oembed': {'author_name': 'FastFlowLM', 'author_url': 'https://www.youtube.com/@FastFlowLM-YT', 'height': 200, 'html': '<iframe width="267" height="200" src="https://www.youtube.com/embed/0t8ijUPg4A0?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyrosco... | t3_1odavba | /r/LocalLLaMA/comments/1odavba/running_whisperlargev3turbo_openai_exclusively_on/ | false | false | 39 | {'enabled': False, 'images': [{'id': 'y7g9bbQ0RPFXfYX-nbtW899i8fH3DJk9OyQ8tRM7MG4', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/y7g9bbQ0RPFXfYX-nbtW899i8fH3DJk9OyQ8tRM7MG4.jpeg?width=108&crop=smart&auto=webp&s=90247130172f0a9db7062bd32f8068772a9e47e4', 'width': 108}, {'height': 162, 'url': '... | |
GPT-OSS-20b TAKE THE HELM! Further experiments in autopilot. | 22 | [Github...](https://github.com/Deveraux-Parker/GPT-OSS-20b-TAKE-THE-WHEEL)
After fiddling around the other day I did a little more messing with gpt-oss-20b and prompting to get it to be a bit more reliable at flying/shooting/controlling the spaceship.
The basic idea is that the system calculates bad and good control ... | 2025-10-22T15:04:54 | https://www.youtube.com/watch?v=Yo7GWnGtpoc | teachersecret | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1odasbj | false | {'oembed': {'author_name': 'Dbl Spc', 'author_url': 'https://www.youtube.com/@dblspc4756', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/Yo7GWnGtpoc?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; pi... | t3_1odasbj | /r/LocalLLaMA/comments/1odasbj/gptoss20b_take_the_helm_further_experiments_in/ | false | false | 22 | {'enabled': False, 'images': [{'id': 'ZspUdJpzHTOkiEa4knHQwTZYSVuilpI-6KVKwszZkLU', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/ZspUdJpzHTOkiEa4knHQwTZYSVuilpI-6KVKwszZkLU.jpeg?width=108&crop=smart&auto=webp&s=29aea4d6abe95ff4e74fea17c308ab5098e0e0c9', 'width': 108}, {'height': 162, 'url': '... | |
Anyone knows the theoretical performance of FP16, 32, 64 FLOP numbers? | 0 | DGX Spark doesn’t publish FP 16, 32, 64 FLOP numbers on their data sheet. They only have FP4 FLOP with sparsity. Meanwhile, RTX 50xx don’t publish FP4 FLOP with sparsity. No apple to apple comparison.
Anyways we could know/measure/estimate their FLOP limit (theoretical and experimental)? I want to compare their compu... | 2025-10-22T15:04:08 | https://www.reddit.com/r/LocalLLaMA/comments/1odarl1/anyone_knows_the_theoretical_performance_of_fp16/ | Spare-Solution-787 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odarl1 | false | null | t3_1odarl1 | /r/LocalLLaMA/comments/1odarl1/anyone_knows_the_theoretical_performance_of_fp16/ | false | false | self | 0 | null |
I gave ChatGPT, Claude, Gemini, and others the DISC personality test (you know, for science) | 0 | So I had a completely normal thought: "What if we gave AI models the same cringey workplace personality test my company makes us take?"
Forced them all through 28 questions about whether they're more "persuasive" or "analytical," charted the results, and honestly? The personality differences were way more distinct tha... | 2025-10-22T15:01:04 | https://www.reddit.com/r/LocalLLaMA/comments/1odaofr/i_gave_chatgpt_claude_gemini_and_others_the_disc/ | InternationalHome300 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odaofr | false | null | t3_1odaofr | /r/LocalLLaMA/comments/1odaofr/i_gave_chatgpt_claude_gemini_and_others_the_disc/ | false | false | self | 0 | null |
LLMs Can Get Brain Rot | 0 | 2025-10-22T14:53:22 | https://llm-brain-rot.github.io/ | ChiliPepperHott | llm-brain-rot.github.io | 1970-01-01T00:00:00 | 0 | {} | 1odagxv | false | null | t3_1odagxv | /r/LocalLLaMA/comments/1odagxv/llms_can_get_brain_rot/ | false | false | default | 0 | null | |
Qwen team is helping llama.cpp again | 1,159 | 2025-10-22T14:44:44 | jacek2023 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oda8mk | false | null | t3_1oda8mk | /r/LocalLLaMA/comments/1oda8mk/qwen_team_is_helping_llamacpp_again/ | false | false | default | 1,159 | {'enabled': True, 'images': [{'id': 'dh1iaky2eowf1', 'resolutions': [{'height': 88, 'url': 'https://preview.redd.it/dh1iaky2eowf1.png?width=108&crop=smart&auto=webp&s=ffaaab6751db9e25a8a3784c6b4b469d888f01d9', 'width': 108}, {'height': 177, 'url': 'https://preview.redd.it/dh1iaky2eowf1.png?width=216&crop=smart&auto=web... | ||
The RoboNuggets Community | 0 | Are you looking to move past AI theory and start building and earning from automation?The RoboNuggets Community is a dedicated hub focused on making advanced AI and no-code automation accessible to everyone, regardless of technical background.
The mission is simple: providing the exact blueprints and training needed ... | 2025-10-22T14:32:35 | https://www.skool.com/robonuggets/about?ref=6e4cb8ffa1d646989a8252abc0567f65%20 | TeachingAny4631 | skool.com | 1970-01-01T00:00:00 | 0 | {} | 1od9x3g | false | null | t3_1od9x3g | /r/LocalLLaMA/comments/1od9x3g/the_robonuggets_community/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'qY5niy9wAglhH0e4Uaekip9AFpQ_PiSB33aheKPnTC8', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/qY5niy9wAglhH0e4Uaekip9AFpQ_PiSB33aheKPnTC8.jpeg?width=108&crop=smart&auto=webp&s=3608638554a6a5b7682a85bf574aed0fb3f1206c', 'width': 108}, {'height': 121, 'url': '... |
Text 2 SQL benchmark | 2 | Has anybody tried using the new Spider 2.0 benchmark on Databricks?
I have seen that currently it is hosted on Snowflake but would love to use the evaluation script for other ground truth and sql queries | 2025-10-22T14:07:49 | https://www.reddit.com/r/LocalLLaMA/comments/1od99vo/text_2_sql_benchmark/ | LeaveNo7723 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od99vo | false | null | t3_1od99vo | /r/LocalLLaMA/comments/1od99vo/text_2_sql_benchmark/ | false | false | self | 2 | null |
Qwen3-VL fixes "on the right track" | 12 | 2025-10-22T14:05:38 | https://github.com/ggml-org/llama.cpp/issues/16207#issuecomment-3432273713 | beneath_steel_sky | github.com | 1970-01-01T00:00:00 | 0 | {} | 1od97z0 | false | null | t3_1od97z0 | /r/LocalLLaMA/comments/1od97z0/qwen3vl_fixes_on_the_right_track/ | false | false | 12 | {'enabled': False, 'images': [{'id': '5gTRUWKAIf2E3WjfyB5DFLRcJhx5HNbmQ4esZO67n30', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/5gTRUWKAIf2E3WjfyB5DFLRcJhx5HNbmQ4esZO67n30.png?width=108&crop=smart&auto=webp&s=aa719287b23d17a0476154b8ca3e56e6d2cb69ef', 'width': 108}, {'height': 108, 'url': 'h... | ||
Can we talk about max_tokens (response tokens) for a second? What is a realistic setting when doing document production tasks? | 1 | So I’m running GLM 4.6 AWQ on a couple of H100s. I set the max context window in vLLM TO 128k. In Open WebUI, I’m trying to figure out what the maximum usable output tokens (max_tokens) can be set to because I want GLM to have the output token headroom it needs to produce reasonably long document output.
I’m not tryi... | 2025-10-22T13:50:46 | https://www.reddit.com/r/LocalLLaMA/comments/1od8uaq/can_we_talk_about_max_tokens_response_tokens_for/ | Porespellar | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od8uaq | false | null | t3_1od8uaq | /r/LocalLLaMA/comments/1od8uaq/can_we_talk_about_max_tokens_response_tokens_for/ | false | false | self | 1 | null |
Local AI Directory | 1 | I recently set up a home server that I’m planning on using for various local AI/ML-related tasks. While looking through Reddit and Github, I found so many tools that it began hard to keep track. I’ve been wanting to improve my web dev skills so I built this simple local AI web directory ([https://thelocalaidirectory.co... | 2025-10-22T13:39:12 | https://www.reddit.com/r/LocalLLaMA/comments/1od8jxp/local_ai_directory/ | Frequent-Contract925 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od8jxp | false | null | t3_1od8jxp | /r/LocalLLaMA/comments/1od8jxp/local_ai_directory/ | false | false | self | 1 | null |
Best open-source LLM (8–14B) for natural English → European language translations on a 15 GB GPU? | 3 | Hey everyone,
I’m looking for an open-source LLM (~8-14B parameters) (or other types of models, if any) that can run on ~15 GB of GPU VRAM and produce fluent, context-aware translations from English → European languages (French, Spanish, Italian, German).
I want translations that understand nuance and tone, not just ... | 2025-10-22T13:34:41 | https://www.reddit.com/r/LocalLLaMA/comments/1od8fys/best_opensource_llm_814b_for_natural_english/ | SignificanceFlashy50 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od8fys | false | null | t3_1od8fys | /r/LocalLLaMA/comments/1od8fys/best_opensource_llm_814b_for_natural_english/ | false | false | self | 3 | null |
YES! Super 80b for 8gb VRAM - Qwen3-Next-80B-A3B-Instruct-GGUF | 315 | So amazing to be able to run this beast on a 8GB VRAM laptop [https://huggingface.co/lefromage/Qwen3-Next-80B-A3B-Instruct-GGUF](https://huggingface.co/lefromage/Qwen3-Next-80B-A3B-Instruct-GGUF)
Note that this is not yet supported by latest llama.cpp so you need to compile the non-official version as shown in the lin... | 2025-10-22T13:34:41 | https://www.reddit.com/r/LocalLLaMA/comments/1od8fz0/yes_super_80b_for_8gb_vram/ | Mangleus | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od8fz0 | false | null | t3_1od8fz0 | /r/LocalLLaMA/comments/1od8fz0/yes_super_80b_for_8gb_vram/ | false | false | self | 315 | {'enabled': False, 'images': [{'id': 'CXtUO0R_N41j9Eelg5U78KXslAIkjYs74iALfmzdlj4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/CXtUO0R_N41j9Eelg5U78KXslAIkjYs74iALfmzdlj4.png?width=108&crop=smart&auto=webp&s=8800176f5990aecb560785a6dda7e1ab5005d9ad', 'width': 108}, {'height': 116, 'url': 'h... |
What If You Could Store Harry Potter in a Single Image—and AI Reads It Back Perfectly? | 1 | [removed] | 2025-10-22T13:19:23 | https://www.reddit.com/r/LocalLLaMA/comments/1od82eb/what_if_you_could_store_harry_potter_in_a_single/ | yeekal126 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od82eb | false | null | t3_1od82eb | /r/LocalLLaMA/comments/1od82eb/what_if_you_could_store_harry_potter_in_a_single/ | false | false | self | 1 | null |
Qwen3-Embedding-0.6B -> any cloud inference providers? | 6 | Are there any cloud inference providers for Qwen/Qwen3-Embedding-0.6B ?
https://huggingface.co/Qwen/Qwen3-Embedding-0.6B
I'm trying to setup low latency embeddings, in my tests generating embeddings on CPU results in somewhat high latencies (30-80ms on int8 onnx TEI). When I test with GPU - I get 5ms la... | 2025-10-22T13:11:55 | https://www.reddit.com/r/LocalLLaMA/comments/1od7vxy/qwen3embedding06b_any_cloud_inference_providers/ | bytepursuits | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od7vxy | false | null | t3_1od7vxy | /r/LocalLLaMA/comments/1od7vxy/qwen3embedding06b_any_cloud_inference_providers/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'HVlDx3sIc9fDyqxYROltZh4_zaLPIwQ2OvPGjxm27kk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/HVlDx3sIc9fDyqxYROltZh4_zaLPIwQ2OvPGjxm27kk.png?width=108&crop=smart&auto=webp&s=e0a0b9e00a90a64308b392ea065a5666bbc7c99a', 'width': 108}, {'height': 116, 'url': 'h... |
DeepSeek-OCR encoder as a tiny Python package (encoder-only tokens, CUDA/BF16, 1-liner install) | 10 | If you’re benchmarking the new **DeepSeek-OCR** on local stacks, this package (that I made) exposes the **encoder** directly—skip the decoder and just get the vision tokens.
* Encoder-only: returns \[1, N, 1024\] tokens for your downstream OCR/doc pipelines.
* Speed/VRAM: BF16 + optional CUDA Graphs; avoids full VLM r... | 2025-10-22T12:57:19 | https://www.reddit.com/r/LocalLLaMA/comments/1od7jll/deepseekocr_encoder_as_a_tiny_python_package/ | Exciting_Traffic_667 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od7jll | false | null | t3_1od7jll | /r/LocalLLaMA/comments/1od7jll/deepseekocr_encoder_as_a_tiny_python_package/ | false | false | self | 10 | null |
Help with OCR | 1 | Good afternoon. Could you please advise how to download and install any OCR software (I might have phrased it incorrectly)? I have no programming experience at all. For my thesis, I need to process a large number of scanned newspapers in Russian. I would greatly appreciate your help. | 2025-10-22T12:56:22 | https://www.reddit.com/r/LocalLLaMA/comments/1od7itz/help_with_ocr/ | Brilliant_Salary_234 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od7itz | false | null | t3_1od7itz | /r/LocalLLaMA/comments/1od7itz/help_with_ocr/ | false | false | self | 1 | null |
M5 MacBook Pro: Up to ~45% PP Improvement. ~25% TG (Ollama Tested) | 66 | \[[Geekerwan](https://www.youtube.com/watch?v=BKQggt9blGo)\] | 2025-10-22T12:55:20 | Noble00_ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1od7hyu | false | null | t3_1od7hyu | /r/LocalLLaMA/comments/1od7hyu/m5_macbook_pro_up_to_45_pp_improvement_25_tg/ | false | false | default | 66 | {'enabled': True, 'images': [{'id': '2r0ue3k6unwf1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/2r0ue3k6unwf1.png?width=108&crop=smart&auto=webp&s=0c286f30dc834954ace33ab0d8fbcf1b7369a59c', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/2r0ue3k6unwf1.png?width=216&crop=smart&auto=web... | |
Is Oxylabs AI studio is better than Firecrawl? | 1 | [removed] | 2025-10-22T12:40:26 | https://www.reddit.com/r/LocalLLaMA/comments/1od75k4/is_oxylabs_ai_studio_is_better_than_firecrawl/ | Fearless_Buy1873 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od75k4 | false | null | t3_1od75k4 | /r/LocalLLaMA/comments/1od75k4/is_oxylabs_ai_studio_is_better_than_firecrawl/ | false | false | self | 1 | null |
Oxylabs AI studio is way better than Firecrawl | 1 | [removed] | 2025-10-22T12:37:07 | https://www.reddit.com/r/LocalLLaMA/comments/1od72yu/oxylabs_ai_studio_is_way_better_than_firecrawl/ | Fearless_Buy1873 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od72yu | false | null | t3_1od72yu | /r/LocalLLaMA/comments/1od72yu/oxylabs_ai_studio_is_way_better_than_firecrawl/ | false | false | self | 1 | null |
What do LLMs actually tell us? | 0 | Everyone knows that LLMs predict the next, most probable token *given the context* and the training data.
But, what does this generally translate into?
[View Poll](https://www.reddit.com/poll/1od6rb8) | 2025-10-22T12:22:39 | https://www.reddit.com/r/LocalLLaMA/comments/1od6rb8/what_do_llms_actually_tell_us/ | Bubbly-Bank-6202 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od6rb8 | false | null | t3_1od6rb8 | /r/LocalLLaMA/comments/1od6rb8/what_do_llms_actually_tell_us/ | false | false | self | 0 | null |
Best LLM for 96G RTX Pro 6000 Blackwell? | 3 | Hi, I just got my hands on a rtx pro 6000 blackwell that I want to be running a llm in the background when its sitting idle throughout the day. What would be the best performing model that can fit it's amount of vram, and if needed, an additional 128gb of system memory (best not to use)? Only going to use it for genera... | 2025-10-22T12:14:02 | https://www.reddit.com/r/LocalLLaMA/comments/1od6knb/best_llm_for_96g_rtx_pro_6000_blackwell/ | AssociationAdept4052 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od6knb | false | null | t3_1od6knb | /r/LocalLLaMA/comments/1od6knb/best_llm_for_96g_rtx_pro_6000_blackwell/ | false | false | self | 3 | null |
When a realization hits after listening to Andrej Karpathy | 3 | 2025-10-22T12:08:32 | https://www.reddit.com/r/LocalLLaMA/comments/1od6gg8/when_a_realization_hits_after_listening_to_andrej/ | martinerous | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1od6gg8 | false | null | t3_1od6gg8 | /r/LocalLLaMA/comments/1od6gg8/when_a_realization_hits_after_listening_to_andrej/ | false | false | 3 | null | ||
How often do you use LLM for repetitive/straightforward tasks more suited for a script? | 8 | I caught myself asking GPT-OSS-20B to query my local sqlite database just to display the current data. I use OpenCode, and I was reluctant to switch from the terminal to another app to check the database.
Every GPT invocation took a solid few seconds, as my hardware is struggling to operate under the 32GB RAM limit. ... | 2025-10-22T11:15:47 | ThingRexCom | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1od5eq3 | false | null | t3_1od5eq3 | /r/LocalLLaMA/comments/1od5eq3/how_often_do_you_use_llm_for/ | false | false | default | 8 | {'enabled': True, 'images': [{'id': 'pjmi86rkcnwf1', 'resolutions': [{'height': 69, 'url': 'https://preview.redd.it/pjmi86rkcnwf1.png?width=108&crop=smart&auto=webp&s=04aa818e48317d06981f7f9c820fda67beec94bd', 'width': 108}, {'height': 138, 'url': 'https://preview.redd.it/pjmi86rkcnwf1.png?width=216&crop=smart&auto=web... | |
I created a corporate-level chat UI with advanced features | 124 | 2025-10-22T11:14:42 | https://v.redd.it/25jaz4q9cnwf1 | BlueLemonPixel | /r/LocalLLaMA/comments/1od5dxw/i_created_a_corporatelevel_chat_ui_with_advanced/ | 1970-01-01T00:00:00 | 0 | {} | 1od5dxw | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/25jaz4q9cnwf1/DASHPlaylist.mpd?a=1763853291%2CZTFlMTA5NGM1M2E1NjFkOTA1ZjJlZWJlZDg4NjIzNmY4MzUyNDQ0NDcxM2Q4NmU2MTFhOTkxYzYwNTRmMjJkNA%3D%3D&v=1&f=sd', 'duration': 57, 'fallback_url': 'https://v.redd.it/25jaz4q9cnwf1/DASH_1080.mp4?source=fallback', 'h... | t3_1od5dxw | /r/LocalLLaMA/comments/1od5dxw/i_created_a_corporatelevel_chat_ui_with_advanced/ | false | false | 124 | {'enabled': False, 'images': [{'id': 'djdkNjQ3cTljbndmMfxTetg6CBBfStk5DiU9z2b-nKMFi6u2lJOyUFl3MEW8', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/djdkNjQ3cTljbndmMfxTetg6CBBfStk5DiU9z2b-nKMFi6u2lJOyUFl3MEW8.png?width=108&crop=smart&format=pjpg&auto=webp&s=2af3772b382b1d289219982c706086c4d127b... |
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