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Real world Medical Reports on LLMs | 7 | Hi everyone,
So it happens that I got my hands on a big dataset of real world medical reports.
I tried to assess them and predict labeled conditions using open source LLMs. So far ChatGPT OSS 120B seems to work out somehow but it still misses a lot of details when assessing conditions.
I need some advice on how to m... | 2025-10-28T07:57:46 | https://www.reddit.com/r/LocalLLaMA/comments/1oi3gm9/real_world_medical_reports_on_llms/ | makisgr | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi3gm9 | false | null | t3_1oi3gm9 | /r/LocalLLaMA/comments/1oi3gm9/real_world_medical_reports_on_llms/ | false | false | self | 7 | null |
Is it possible to build an alternative of Gemini Live via combination of open-source systems? | 2 | I was wondering if it was possible to build a friend (AI assistant) - who views my screen in realtime and we can talk (like it will say if I am doing something wrong - I can ask it for guidance, etc). (Just like Gemini live, but it will be looking my screen everytime - and this will be expensive via Gemini)
I was won... | 2025-10-28T07:36:46 | https://www.reddit.com/r/LocalLLaMA/comments/1oi35z7/is_it_possible_to_build_an_alternative_of_gemini/ | Helpful-Egg-4377 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi35z7 | false | null | t3_1oi35z7 | /r/LocalLLaMA/comments/1oi35z7/is_it_possible_to_build_an_alternative_of_gemini/ | false | false | self | 2 | null |
3090 for approx $600 still a good investment in 2025? Or are there better value alternatives? | 4 | Iโm trying to find a โgood valueโ GPU or setup for running LLMs locally (mainly for coding and research projects) and for ComfyUI work.
I donโt have a strict budget in mind, but I do have a desktop with a 3060 and 128 GB of RAM. Iโm thinking I should probably โmax it outโ before considering a completely new build.
Iโ... | 2025-10-28T07:34:50 | https://www.reddit.com/r/LocalLLaMA/comments/1oi350f/3090_for_approx_600_still_a_good_investment_in/ | liviuberechet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi350f | false | null | t3_1oi350f | /r/LocalLLaMA/comments/1oi350f/3090_for_approx_600_still_a_good_investment_in/ | false | false | self | 4 | null |
I built a small Python tool to track how your directories get messy (and clean again) | 26 | So, much as we hate to admit, almost every project or downloads folder gets out of control over time (yep).
I got curious โ not just about which files change, but **how the structure itself evolves.**
So I built [**Directory Monitor**](https://github.com/sukanto-m/directory-monitor) โ a lightweight Python script that... | 2025-10-28T07:12:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oi2tky/i_built_a_small_python_tool_to_track_how_your/ | VegetableSense | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi2tky | false | null | t3_1oi2tky | /r/LocalLLaMA/comments/1oi2tky/i_built_a_small_python_tool_to_track_how_your/ | false | false | self | 26 | {'enabled': False, 'images': [{'id': '8SESsu9PkBB4Sp3QAlhfXy10rfoeFfx8S3O5FzS39-Y', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8SESsu9PkBB4Sp3QAlhfXy10rfoeFfx8S3O5FzS39-Y.png?width=108&crop=smart&auto=webp&s=919621c59d266419a7434eaf828658c63d15b9ba', 'width': 108}, {'height': 108, 'url': 'h... |
๐ค How do you think about the AI + Spreadsheet?๏ผlike tryshortcut, endex, claude......) | 0 | ๐ Today I saw that Claude is going to release an Excel plug-in. Similar products include tryshortcut, endex, and the native Excel agent. How do you think about the AI + Spreadsheet.
https://preview.redd.it/s0m3z6ffssxf1.png?width=1160&format=png&auto=webp&s=fb4f1ce47d77fce1ec739348a568e3035e053e4f
For me :
๐ ๐ฟ๐๏ฟฝ... | 2025-10-28T07:03:50 | https://www.reddit.com/r/LocalLLaMA/comments/1oi2p6j/how_do_you_think_about_the_ai_spreadsheetlike/ | Helpful-Manner-952 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi2p6j | false | null | t3_1oi2p6j | /r/LocalLLaMA/comments/1oi2p6j/how_do_you_think_about_the_ai_spreadsheetlike/ | false | false | 0 | null | |
Is Grokipedia available for fine-tuning? | 0 | With grokipedia now live, wondering what it's licensing policy is for using articles for fine-tuning local models. Not sure if article snapshots are already (or will be ever available) for free publicly. | 2025-10-28T06:46:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oi2ftf/is_grokipedia_available_for_finetuning/ | Chance-Studio-8242 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi2ftf | false | null | t3_1oi2ftf | /r/LocalLLaMA/comments/1oi2ftf/is_grokipedia_available_for_finetuning/ | false | false | self | 0 | null |
What's your suggestion for machines that can run large models? | 0 | There's AMD Ryzenโข AI Max+ 395, NVidia DGX, and some Apple variants, and so on. But all these have 128 GB of memory at most, which can't run 1T parameter models, which seem to be often casually suggested on this sub.
Are there solutions out there that won't require me to buy 20 GPUs and put them in the basement? What... | 2025-10-28T06:37:12 | https://www.reddit.com/r/LocalLLaMA/comments/1oi2ay1/whats_your_suggestion_for_machines_that_can_run/ | TheQuantumPhysicist | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi2ay1 | false | null | t3_1oi2ay1 | /r/LocalLLaMA/comments/1oi2ay1/whats_your_suggestion_for_machines_that_can_run/ | false | false | self | 0 | null |
Multi-Backend LLM Router - Automatic Model & Backend Switching for SGLang/llama.cpp/TabbyAPI | 2 | Hey everyone, wanted to share something I put together that solved a major headache for me and might help a few of you too.
It's entirely possible this already exists as another name or service, but I couldn't find it.
Iโm not a coder. This is the first time I even made a GitHub repo, But I got tired of constantly s... | 2025-10-28T06:04:54 | https://www.reddit.com/gallery/1oi1tj9 | darkmaniac7 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oi1tj9 | false | null | t3_1oi1tj9 | /r/LocalLLaMA/comments/1oi1tj9/multibackend_llm_router_automatic_model_backend/ | false | false | 2 | null | |
AI Agents Reasoning Collapse Imminent (CMU, Berkeley) | 0 | This recent article reviewed here provides a data-driven proof of how a simple game (tower of hanoi) shows that LLMs \*\*may not\*\*, in fact, reason, but instead follow statistical modes that break down into loops at high enough complexity. Really interesting findings. | 2025-10-28T05:39:04 | https://youtube.com/watch?v=nVC_ZKcHPj8&si=ZWv1LG9ljVihykyF | Badger-Purple | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1oi1f69 | false | {'oembed': {'author_name': 'Discover AI', 'author_url': 'https://www.youtube.com/@code4AI', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/nVC_ZKcHPj8?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; p... | t3_1oi1f69 | /r/LocalLLaMA/comments/1oi1f69/ai_agents_reasoning_collapse_imminent_cmu_berkeley/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'lKAGASdo6JvQTzTn5zYaMZ9MBh1TMHQumDOMB0bwr_g', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/lKAGASdo6JvQTzTn5zYaMZ9MBh1TMHQumDOMB0bwr_g.jpeg?width=108&crop=smart&auto=webp&s=7870caa2a4fd8f1830948ff44dbe40cd5554a7c2', 'width': 108}, {'height': 162, 'url': '... |
Is there a model catalogue management service tool already? | 1 | Like others, I have been using several local AI model providers like Ollama, LM Studio and so on. Currently, I download the required models for each tool as required - but soon the disk space fills up. This is due to every provider downloading their own version of the model and keeping it in their specified location on... | 2025-10-28T05:30:53 | https://www.reddit.com/r/LocalLLaMA/comments/1oi1akc/is_there_a_model_catalogue_management_service/ | bad_position | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi1akc | false | null | t3_1oi1akc | /r/LocalLLaMA/comments/1oi1akc/is_there_a_model_catalogue_management_service/ | false | false | self | 1 | null |
vLLM MoE Benchmark Configs for Qwen3 Coder REAP 25B & RTX Pro 6000 | 6 | https://reddit.com/link/1oi16jj/video/53rpmw42fsxf1/player
Took me a while to figure this out and I couldn't find the configs online anywhere, so I thought I'd share in case anyone else has been looking. If you see a message like this in your vLLM logs: `Using default MoE config. Performance might be sub-optimal!` you... | 2025-10-28T05:23:46 | https://www.reddit.com/r/LocalLLaMA/comments/1oi16jj/vllm_moe_benchmark_configs_for_qwen3_coder_reap/ | j4ys0nj | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi16jj | false | null | t3_1oi16jj | /r/LocalLLaMA/comments/1oi16jj/vllm_moe_benchmark_configs_for_qwen3_coder_reap/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'uKKImkX9nhrtp0LIvGXTQD2Xl65r6cYkFlt89RXy4k4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/uKKImkX9nhrtp0LIvGXTQD2Xl65r6cYkFlt89RXy4k4.png?width=108&crop=smart&auto=webp&s=d566dd073afa94416c33fcb86179be5940d61163', 'width': 108}, {'height': 108, 'url': 'h... |
NVIDIA-OZAKI + NVLink just did something nobody noticed or is talking about--Nvidia just turned EVERY AI LLM Supercluster DataCenter into a Scientific AI SuperLab for HPL Workloads - And not by a small margin but I mean HPL FP64 MULTI-exaFLOPs ROCKET FUEL - This Changes Everything | 0 | [https://indico.cern.ch/event/1538409/contributions/6522024/attachments/3097817/5488258/OZAKI\_slide\_CERN.pdf](https://indico.cern.ch/event/1538409/contributions/6522024/attachments/3097817/5488258/OZAKI_slide_CERN.pdf)
[https://epubs.siam.org/doi/10.1137/17M1140819](https://epubs.siam.org/doi/10.1137/17M1140819)
| 2025-10-28T04:45:40 | Xtianus21 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oi0k40 | false | null | t3_1oi0k40 | /r/LocalLLaMA/comments/1oi0k40/nvidiaozaki_nvlink_just_did_something_nobody/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'k5SEgDIbTl22HFDQy490z2BqTRnHIYAoRpoF3R5yjMA', 'resolutions': [{'height': 56, 'url': 'https://preview.redd.it/9rcpk04h8sxf1.png?width=108&crop=smart&auto=webp&s=79da2e624c387521d91fcaf7593cf5533dfd0ee9', 'width': 108}, {'height': 113, 'url': 'https://preview.redd.it/9rcpk04h8sxf1.png... | ||
Running FP8 with vLLM on RDNA4? | 0 | I'm having a hard time figuring out if this is possible and am looking for help if someone can point me in the right direction. Also how to find out myself is fine, i.e. which documentation would answer this. | 2025-10-28T04:13:50 | https://www.reddit.com/r/LocalLLaMA/comments/1oi00ik/running_fp8_with_vllm_on_rdna4/ | Mr_Moonsilver | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oi00ik | false | null | t3_1oi00ik | /r/LocalLLaMA/comments/1oi00ik/running_fp8_with_vllm_on_rdna4/ | false | false | self | 0 | null |
How we built Agentic Retrieval at Ragie | 4 | Hey all... curious about how Agentic Retrieval works?
We wrote a blog explaining how we built a production grade system for this at Ragie.
Take a look and let me know what you think!
[https://www.ragie.ai/blog/how-we-built-agentic-retrieval-at-ragie](https://www.ragie.ai/blog/how-we-built-agentic-retrieval-at-ragie) | 2025-10-28T03:54:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ohzo48/how_we_built_agentic_retrieval_at_ragie/ | bob_at_ragie | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohzo48 | false | null | t3_1ohzo48 | /r/LocalLLaMA/comments/1ohzo48/how_we_built_agentic_retrieval_at_ragie/ | false | false | self | 4 | {'enabled': False, 'images': [{'id': 'qs4MBGKU4-pHZb5cnrgZNgwTdz1ovHyVV-En75ZqvXU', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/qs4MBGKU4-pHZb5cnrgZNgwTdz1ovHyVV-En75ZqvXU.jpeg?width=108&crop=smart&auto=webp&s=296329e0408b8f028a87f10a42bd813740b79c01', 'width': 108}, {'height': 112, 'url': '... |
VellumForge2 - A high performance, very configurable and really easy to use DPO dataset generation tool, create high quality datasets for completely free | 20 | Finally releasing my new dataset generation tool, and some Fantasy writing datasets to go with it (soon).
[https://github.com/lemon07r/VellumForge2](https://github.com/lemon07r/VellumForge2)
Sample Dataset: [https://huggingface.co/collections/lemon07r/vellumforge2-datasets](https://huggingface.co/collections/lemon07... | 2025-10-28T03:41:47 | https://www.reddit.com/r/LocalLLaMA/comments/1ohzfdu/vellumforge2_a_high_performance_very_configurable/ | lemon07r | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohzfdu | false | null | t3_1ohzfdu | /r/LocalLLaMA/comments/1ohzfdu/vellumforge2_a_high_performance_very_configurable/ | false | false | self | 20 | {'enabled': False, 'images': [{'id': 'eZlgbyrnATkYPDUNtXcXwNsCX5uGrVuaKgVTMya0EyY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/eZlgbyrnATkYPDUNtXcXwNsCX5uGrVuaKgVTMya0EyY.png?width=108&crop=smart&auto=webp&s=cb814243fffcc44a7cd4f8367f1e87b7028cfcf4', 'width': 108}, {'height': 108, 'url': 'h... |
Llama3.3:70b vs GPT-OSS:20b for PHP Code Generation | 0 | Hi! I like PHP, Javascript, and so forth, and I'm just getting into ollama and trying to figure out which models I should use. So I ran some tests and wrote some long, windy blog posts. I don't want to bore you with those so here's a gpt-oss:120b generated re-write for freshness and readability of what I came up with. ... | 2025-10-28T03:11:17 | https://www.reddit.com/r/LocalLLaMA/comments/1ohyuci/llama3370b_vs_gptoss20b_for_php_code_generation/ | AppledogHu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohyuci | false | null | t3_1ohyuci | /r/LocalLLaMA/comments/1ohyuci/llama3370b_vs_gptoss20b_for_php_code_generation/ | false | false | self | 0 | null |
Help deciding local LLM with multimodal capabilities on a low end Mac | 2 | m1 macbook air 8gb. any suggestions? current thinking of Gemma 3 or 3n but donโt know which is better. | 2025-10-28T02:53:35 | https://www.reddit.com/r/LocalLLaMA/comments/1ohyhjy/help_deciding_local_llm_with_multimodal/ | gamerboixyz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohyhjy | false | null | t3_1ohyhjy | /r/LocalLLaMA/comments/1ohyhjy/help_deciding_local_llm_with_multimodal/ | false | false | self | 2 | null |
Minimax-M2 support added in MLX | 70 | 2025-10-28T02:49:15 | No_Conversation9561 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ohyeee | false | null | t3_1ohyeee | /r/LocalLLaMA/comments/1ohyeee/minimaxm2_support_added_in_mlx/ | false | false | 70 | {'enabled': True, 'images': [{'id': 'ykcgLeJDI1OJN6fb1GlzQZYyWyAqlTmLoSJlG3lb4Gg', 'resolutions': [{'height': 110, 'url': 'https://preview.redd.it/4yqqtqzynrxf1.jpeg?width=108&crop=smart&auto=webp&s=f8981e10131a929c0e219fd32d3d8df27f9bd453', 'width': 108}, {'height': 220, 'url': 'https://preview.redd.it/4yqqtqzynrxf1.j... | |||
Open Source Enterprise Search Platform (Generative-AI Powered) | 5 | Hey everyone!
Iโm excited to share something weโve been building for the past few months -ย [**PipesHub**](https://github.com/pipeshub-ai/pipeshub-ai), aย **fully open-source Enterprise Search Platform**ย designed to bring powerful Enterprise Search to every team, without vendor lock-in. The platform brings all your busi... | 2025-10-28T02:32:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ohy203/open_source_enterprise_search_platform/ | Effective-Ad2060 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohy203 | false | null | t3_1ohy203 | /r/LocalLLaMA/comments/1ohy203/open_source_enterprise_search_platform/ | false | false | self | 5 | {'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 there any tool to automatically check if my Nvidia GPU, CUDA drivers, cuDNN, Pytorch and TensorFlow are all compatible between each other? | 1 | [removed] | 2025-10-28T02:14:59 | https://www.reddit.com/r/LocalLLaMA/comments/1ohxoyb/is_there_any_tool_to_automatically_check_if_my/ | Franck_Dernoncourt | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohxoyb | false | null | t3_1ohxoyb | /r/LocalLLaMA/comments/1ohxoyb/is_there_any_tool_to_automatically_check_if_my/ | false | false | self | 1 | null |
DeepSeek-OCR question for my workflow below... | 9 | Please take a look at these questions after reviewing my workflow above:
1. Could I compress multiple PNGs, combine them into one image, and then process them as one image for text extraction?
2. Would this model run on my Mac Mini 2024 M4 Base model? And would it be faster than Azure deployments strategy.
3. Wo... | 2025-10-28T01:20:43 | Excellent_Koala769 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ohwjmq | false | null | t3_1ohwjmq | /r/LocalLLaMA/comments/1ohwjmq/deepseekocr_question_for_my_workflow_below/ | false | false | default | 9 | {'enabled': True, 'images': [{'id': '2ghkk6328rxf1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/2ghkk6328rxf1.png?width=108&crop=smart&auto=webp&s=630c189315c426997c895a6cbd4ae4169e6bafb2', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/2ghkk6328rxf1.png?width=216&crop=smart&auto=web... | |
Should I keep using GPT API or continue building my own self-hosted inference setup (Qwen 2.5) on AWS SageMaker? | 1 | [removed] | 2025-10-28T01:16:34 | https://www.reddit.com/r/LocalLLaMA/comments/1ohwgj6/should_i_keep_using_gpt_api_or_continue_building/ | Pristine-Fall9259 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohwgj6 | false | null | t3_1ohwgj6 | /r/LocalLLaMA/comments/1ohwgj6/should_i_keep_using_gpt_api_or_continue_building/ | false | false | self | 1 | null |
hould I keep using GPT API or continue building my own self-hosted inference setup (Qwen 2.5) on AWS SageMaker? | 1 | [removed] | 2025-10-28T01:12:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ohwdny/hould_i_keep_using_gpt_api_or_continue_building/ | Pristine-Fall9259 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohwdny | false | null | t3_1ohwdny | /r/LocalLLaMA/comments/1ohwdny/hould_i_keep_using_gpt_api_or_continue_building/ | false | false | self | 1 | null |
Is an NVIDIA A40 48GB for 1500USD a bad idea because it's age? | 84 | Hello guys, hope you're fine.
Short question, I managed to find, working and testing on my PC right now, an A40 48GB. It is passively cooled and it gets quite hot.
[Local testing on my PC](https://preview.redd.it/8az1kqsdyqxf1.png?width=764&format=png&auto=webp&s=301fff8d7b8d78a3f33c97765bb96ebdeaa03e2d)
The seller ... | 2025-10-28T00:26:07 | https://www.reddit.com/r/LocalLLaMA/comments/1ohvcwt/is_an_nvidia_a40_48gb_for_1500usd_a_bad_idea/ | panchovix | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohvcwt | false | null | t3_1ohvcwt | /r/LocalLLaMA/comments/1ohvcwt/is_an_nvidia_a40_48gb_for_1500usd_a_bad_idea/ | false | false | 84 | null | |
็ฎๅไธบๆญขๆๅผบๆง่ฝ็ๅฐๆจกๅๆฏไปไน๏ผๆๆ็ๆฏ2bไปฅไธ็๏ผ | 0 | ๆไธป่ฆๆฏๆณ่ฆๅฐๅ
ถๅตๅ
ฅๆ็ๅบ็จไนไธญ่ฟ่กๆฌๅฐๆฃ็ดข็ญๆไฝใ | 2025-10-28T00:21:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ohv98n/็ฎๅไธบๆญขๆๅผบๆง่ฝ็ๅฐๆจกๅๆฏไปไนๆๆ็ๆฏ2bไปฅไธ็/ | Smart-Cap-2216 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohv98n | false | null | t3_1ohv98n | /r/LocalLLaMA/comments/1ohv98n/็ฎๅไธบๆญขๆๅผบๆง่ฝ็ๅฐๆจกๅๆฏไปไนๆๆ็ๆฏ2bไปฅไธ็/ | false | false | self | 0 | null |
M2 to PCIEx16 adaptor safety | 1 |
Hey folks,
I'm currently building a three-GPU rig for local LLaMA. For the third GPU, I'm using the M2 slot from my CPU which runs PCIe 4.0 x4 with an M2 to PCIe x16 riser.
One thing I'm a bit concerned about is that this riser cable is touching the CPU cooler bracket, although not touching the heat sink. Should I b... | 2025-10-27T23:43:34 | https://www.reddit.com/gallery/1ohueqh | siegevjorn | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ohueqh | false | null | t3_1ohueqh | /r/LocalLLaMA/comments/1ohueqh/m2_to_pciex16_adaptor_safety/ | false | false | 1 | null | |
Idea: use a small transformer to create continuous embeddings | 6 | DeepSeek-OCR and Glyph demo the idea of using continuous embeddings instead of discrete ones can reduce number of tokens.
Why bother to convert text to an image?
We can use a small transformer to project a large piece of text into a small number of continuous embeddings, as shown below. This also unifies the process... | 2025-10-27T23:30:04 | https://www.reddit.com/r/LocalLLaMA/comments/1ohu3gy/idea_use_a_small_transformer_to_create_continuous/ | foldl-li | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohu3gy | false | null | t3_1ohu3gy | /r/LocalLLaMA/comments/1ohu3gy/idea_use_a_small_transformer_to_create_continuous/ | false | false | 6 | null | |
Flagship LLM on 128GB | 8 | Hello !
Running an M4 Max Mac Studio with 128GB RAM. Currently using OSS20B but wondering if I should go bigger for better performance.
What models do you recommend for this setup? Worth stepping up in size?
Thanks
| 2025-10-27T23:27:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ohu19n/flagship_llm_on_128gb/ | EffectiveGlove1651 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohu19n | false | null | t3_1ohu19n | /r/LocalLLaMA/comments/1ohu19n/flagship_llm_on_128gb/ | false | false | self | 8 | null |
Bad news: DGX Spark may have only half the performance claimed. | 611 | There might be more bad news about the DGX Spark!
Before it was even released, I told everyone that this thing has a memory bandwidth problem. Although it boasts 1 PFLOPS of FP4 floating-point performance, its memory bandwidth is only 273GB/s. This will cause major stuttering when running large models (with performanc... | 2025-10-27T23:13:15 | Dr_Karminski | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ohtp6d | false | null | t3_1ohtp6d | /r/LocalLLaMA/comments/1ohtp6d/bad_news_dgx_spark_may_have_only_half_the/ | false | false | 611 | {'enabled': True, 'images': [{'id': '8YNINIX8-MfjG97xQMTQOFEhzP1v7EiqV_tNZG-RhU4', 'resolutions': [{'height': 123, 'url': 'https://preview.redd.it/9b2ziei0lqxf1.png?width=108&crop=smart&auto=webp&s=8811fd7a1da1798b92efbb6cbdf23959f1b07b3e', 'width': 108}, {'height': 246, 'url': 'https://preview.redd.it/9b2ziei0lqxf1.pn... | ||
mcp_agent_mail: Like gmail for your coding agents. Lets various different agents communicate and coordinate with each other. | 5 | I finally got around to making a tool I've wanted for a long time: you can basically think of it as being "like Gmail for coding agents."
If you've ever tried to use a bunch of instances of Claude Code or Codex at once across the same project, you've probably noticed how annoying it can be when they freak out about th... | 2025-10-27T22:56:50 | https://github.com/Dicklesworthstone/mcp_agent_mail | dicklesworth | github.com | 1970-01-01T00:00:00 | 0 | {} | 1ohtazc | false | null | t3_1ohtazc | /r/LocalLLaMA/comments/1ohtazc/mcp_agent_mail_like_gmail_for_your_coding_agents/ | false | false | default | 5 | {'enabled': False, 'images': [{'id': 'DxxiVUfNXxMHom971ROCV12JiPFvOYFmFU9gdDY9_NI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/DxxiVUfNXxMHom971ROCV12JiPFvOYFmFU9gdDY9_NI.png?width=108&crop=smart&auto=webp&s=8f71922d7e9558edc7cff58ecc3631206d0c3646', 'width': 108}, {'height': 108, 'url': 'h... |
Parallels Virtualization for Local AI on Macbook w/eGPU connected (TB4/5) | 2 | Has anyone tried using a Mac to run Windows through Parallels and then used that Windows instance to run local LLMs while connected via Thunderbolt 4/5 to use an eGPU or your main PC to boost performance? Is that possible? | 2025-10-27T22:56:33 | https://www.reddit.com/r/LocalLLaMA/comments/1ohtard/parallels_virtualization_for_local_ai_on_macbook/ | Super_Revolution3966 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohtard | false | null | t3_1ohtard | /r/LocalLLaMA/comments/1ohtard/parallels_virtualization_for_local_ai_on_macbook/ | false | false | self | 2 | null |
Z.ai release Glyph weight | 241 | Glyph: Scaling Context Windows via Visual-Text Compression
Paper: arxiv.org/abs/2510.17800
Weights: huggingface.co/zai-org/Glyph
Repo: github.com/thu-coai/Glyph
Glyph is a framework for scaling the context length through visual-text compression. It renders long textual sequences into images and processes them using v... | 2025-10-27T22:55:19 | https://www.reddit.com/gallery/1oht9pw | nekofneko | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oht9pw | false | null | t3_1oht9pw | /r/LocalLLaMA/comments/1oht9pw/zai_release_glyph_weight/ | false | false | 241 | null | |
Which small models are best for fine-tuning? (most adaptive) | 8 | Which ones were most "flexible" (achieved biggest performance gains) when fine-tuned on the same dataset?
Do you have an idea how it differs depending on different sizes? (ex. 0.5-1B; 3-4B; 7-8B) | 2025-10-27T21:58:18 | https://www.reddit.com/r/LocalLLaMA/comments/1ohrvrm/which_small_models_are_best_for_finetuning_most/ | Empty-Tourist3083 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohrvrm | false | null | t3_1ohrvrm | /r/LocalLLaMA/comments/1ohrvrm/which_small_models_are_best_for_finetuning_most/ | false | false | self | 8 | null |
Investigating Apple's new "Neural Accelerators" in each GPU core (A19 Pro vs M4 Pro vs M4 vs RTX 3080 - Local LLM Speed Test!) | 26 | Hey everyone :D
I thought itโd be really interesting to compare how Apple's new A17 Pro (and in turn, the M5) with its fancy **new "neural accelerators" in each GPU core** compare to other GPUs!
I ran Gemma 3n 4B on each of these devices, outputting \~the same 100-word story (at a temp of 0). I used the most optimal ... | 2025-10-27T21:48:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ohrn20/investigating_apples_new_neural_accelerators_in/ | TechExpert2910 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohrn20 | false | null | t3_1ohrn20 | /r/LocalLLaMA/comments/1ohrn20/investigating_apples_new_neural_accelerators_in/ | false | false | self | 26 | null |
Looking for a local llm thats good with warhammer 40k lore, Preferably below 10B | 14 | Hey everyone
So i work in places with spotty/no internet pretty often and im new to **40k lore**. been trying to find a decent local llm that knows its stuff about **warhammer lore** so i can ask questions, brainstorm some stuff, or just chat about the setting when im bored.
ive tried a few models through lm studio b... | 2025-10-27T21:17:41 | https://www.reddit.com/r/LocalLLaMA/comments/1ohqulc/looking_for_a_local_llm_thats_good_with_warhammer/ | Hakukh123 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohqulc | false | null | t3_1ohqulc | /r/LocalLLaMA/comments/1ohqulc/looking_for_a_local_llm_thats_good_with_warhammer/ | false | false | self | 14 | null |
Best Local TTS/STT Models - October 2025 | 73 | Share what your favorite TTS / STT models are right now **and why.**
Given the the amount of ambiguity and subjectivity in rating/testing these models, please be as detailed as possible in describing your setup, nature of your usage (how much, personal/professional use), tools/frameworks/prompts etc. Closed models li... | 2025-10-27T21:00:42 | https://www.reddit.com/r/LocalLLaMA/comments/1ohqev8/best_local_ttsstt_models_october_2025/ | rm-rf-rm | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohqev8 | false | null | t3_1ohqev8 | /r/LocalLLaMA/comments/1ohqev8/best_local_ttsstt_models_october_2025/ | false | true | self | 73 | null |
Asking for review: article to run local LLM for tax firms | 1 | Hi, I did some research on running an LLM locally to answer some questions tax firms have: invest in a tool that can assist CPA's or better to build their own stack locally for privacy and security reasons.
Would love some eyes on it from a technical lens if anyone feels like it, feel free to shoot holes in it.
[http... | 2025-10-27T20:55:46 | https://www.reddit.com/r/LocalLLaMA/comments/1ohqaiu/asking_for_review_article_to_run_local_llm_for/ | RepliKoen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohqaiu | false | null | t3_1ohqaiu | /r/LocalLLaMA/comments/1ohqaiu/asking_for_review_article_to_run_local_llm_for/ | false | false | self | 1 | null |
What is the best overall AI image generator that doesn't look like AI | 0 | I've tried them all. open AI models suck, gemini is good but it's still not there. The only real good one is midjourney but it's hella expensive, any hidden gems yall can suggest? | 2025-10-27T20:50:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ohq5kn/what_is_the_best_overall_ai_image_generator_that/ | Technical_Sign6619 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohq5kn | false | null | t3_1ohq5kn | /r/LocalLLaMA/comments/1ohq5kn/what_is_the_best_overall_ai_image_generator_that/ | false | false | self | 0 | null |
GLM-4.6 vs Minimax-M2 | 27 | **I've been using the GLM Coding Plan and it works well**ย โ not quite Sonnet 3.5 performance, but with clear prompts it gets the job done.
**However, everyone's hyping Minimax M2**, claiming it crushes every benchmark. The problem? I haven't seen any real-world coding examples or projects using it.
**Has anyone here ... | 2025-10-27T20:50:13 | https://www.reddit.com/r/LocalLLaMA/comments/1ohq5bc/glm46_vs_minimaxm2/ | baykarmehmet | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohq5bc | false | null | t3_1ohq5bc | /r/LocalLLaMA/comments/1ohq5bc/glm46_vs_minimaxm2/ | false | false | self | 27 | null |
How is longcat-flash-chat the highest rated open weight coding model on LM arena? | 4 | I used longcat-flash-chat before, it was okay, but not great, how is the best open model for coding on LM arena, even higher than glm 4.6 and Kimi k2 and deepsek v3.1 ? | 2025-10-27T20:45:25 | https://www.reddit.com/r/LocalLLaMA/comments/1ohq0qr/how_is_longcatflashchat_the_highest_rated_open/ | power97992 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohq0qr | false | null | t3_1ohq0qr | /r/LocalLLaMA/comments/1ohq0qr/how_is_longcatflashchat_the_highest_rated_open/ | false | false | self | 4 | null |
Radeon R9700 Dual GPU First Look โ AI/vLLM plus creative tests with Nuke & the Adobe Suite | 28 | 2025-10-27T20:34:58 | https://www.youtube.com/watch?v=efQPFhZmhAo&embeds_referring_euri=https%3A%2F%2Fwww.reddit.com%2F | atape_1 | youtube.com | 1970-01-01T00:00:00 | 0 | {} | 1ohpqvy | false | {'oembed': {'author_name': 'Level1Techs', 'author_url': 'https://www.youtube.com/@Level1Techs', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/efQPFhZmhAo?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscop... | t3_1ohpqvy | /r/LocalLLaMA/comments/1ohpqvy/radeon_r9700_dual_gpu_first_look_aivllm_plus/ | false | false | 28 | {'enabled': False, 'images': [{'id': 'nujocFBKcx2R2jDqpB8QfazaXJG6_pPL0crrme1qkLM', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/nujocFBKcx2R2jDqpB8QfazaXJG6_pPL0crrme1qkLM.jpeg?width=108&crop=smart&auto=webp&s=d37169e458ec670b67b78ec1f4300076613f3c54', 'width': 108}, {'height': 162, 'url': '... | ||
Newbie at a crossroads for choice of GPU | 0 | Iโm at a crossroads where I donโt know if I should pick a laptop with an 8GB gpu (rtx 5060)or a desktop with 16gb vram (rtx 4060ti or 5060ti).
Now going for the desktop would be the obvious choice but in my country, a setup like that costs roughly $2000 (way over my budget), while I can get a laptop for ~$1000 (which ... | 2025-10-27T20:06:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ohozh2/newbie_at_a_crossroads_for_choice_of_gpu/ | Jaymineh | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohozh2 | false | null | t3_1ohozh2 | /r/LocalLLaMA/comments/1ohozh2/newbie_at_a_crossroads_for_choice_of_gpu/ | false | false | self | 0 | null |
Kiln Agent Builder (new): Build agentic systems in minutes with tools, sub-agents, RAG, and context management [Kiln] | 18 | We just added an interactive Agent builder to [the GitHub project Kiln](https://github.com/Kiln-AI/Kiln). With it you can build agentic systems in under 10 minutes. You can do it all through our UI, or use our python library.
What is it? Well โagenticโ is just about the most overloaded term in AI, but Kiln supports ev... | 2025-10-27T20:04:04 | https://v.redd.it/71g2oykfnpxf1 | davernow | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ohox4r | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/71g2oykfnpxf1/DASHPlaylist.mpd?a=1764187458%2CMWI3N2Y0NGUxZGI1MTA5Y2Q1ODlmNDE1MDEyNjAyMWNkYjcwYjAyMjhiY2E4Y2E1YzViOGRjY2E0OWRhYTYzMA%3D%3D&v=1&f=sd', 'duration': 45, 'fallback_url': 'https://v.redd.it/71g2oykfnpxf1/DASH_1080.mp4?source=fallback', 'h... | t3_1ohox4r | /r/LocalLLaMA/comments/1ohox4r/kiln_agent_builder_new_build_agentic_systems_in/ | false | false | 18 | {'enabled': False, 'images': [{'id': 'd3Zva2N5a2ZucHhmMTkufcVC4ejmCLafkThKi0kTFLLjDsIWZAXwIzmkOAnA', 'resolutions': [{'height': 70, 'url': 'https://external-preview.redd.it/d3Zva2N5a2ZucHhmMTkufcVC4ejmCLafkThKi0kTFLLjDsIWZAXwIzmkOAnA.png?width=108&crop=smart&format=pjpg&auto=webp&s=9066402056287ee6d96d6de99976612f536de... | |
Finetuning a LLM (~20B) for Binary Classification โ Need Advice on Dataset Design | 12 | I'm planning to finetune a language model (โค20B parameters) for a binary classification task in the healthcare insurance domain. I have around 10M records (wonโt use all for training), and my input data consists of 4 JSON files per sample.
Given the complexity of the domain, I was thinking of embedding **rules** into ... | 2025-10-27T19:48:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ohoi4n/finetuning_a_llm_20b_for_binary_classification/ | United_Demand | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohoi4n | false | null | t3_1ohoi4n | /r/LocalLLaMA/comments/1ohoi4n/finetuning_a_llm_20b_for_binary_classification/ | false | false | self | 12 | null |
qwen3 30B 2507 weird thinking output | 1 | I am trying to use the 2507 version of the 30B through ollama, and it's outputting like this:
>\[thiago@server p106docker\]$ ollama run qwen3:30b-a3b-thinking-2507-q4\_K\_M
>\>>> hi what are you?
>Thinking...
>Okay, the user asked, hi what are you? I need to respond in a friendly and helpful way. First, I should... | 2025-10-27T19:44:50 | https://www.reddit.com/r/LocalLLaMA/comments/1ohoebn/qwen3_30b_2507_weird_thinking_output/ | JsThiago5 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohoebn | false | null | t3_1ohoebn | /r/LocalLLaMA/comments/1ohoebn/qwen3_30b_2507_weird_thinking_output/ | false | false | self | 1 | null |
Still kinda new to all this. Currently using "LibreChat" + "TailScale" for my local frontend and remote access... was wondering if you guys could recommend any better local frontends that supports MCP, uploading files to a RAG system, and Prompt caching. | 3 | I really like LibreChat, It does about everything I want.. and I could probably integrate what I need for MCP. But was just wondering what else is out there.
Also, any suggestions for the best local models for tool calling as well as good social nuance understanding.
I"m currently being spoiled by sonnet 4.5 API but ... | 2025-10-27T19:44:47 | https://www.reddit.com/r/LocalLLaMA/comments/1ohoe9r/still_kinda_new_to_all_this_currently_using/ | WoodenTableForest | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohoe9r | false | null | t3_1ohoe9r | /r/LocalLLaMA/comments/1ohoe9r/still_kinda_new_to_all_this_currently_using/ | false | false | self | 3 | null |
Why is Meta AI so bad | 0 | I was trying to generate some AI image to see what are Meta AI's capabilities are but it just keeps on making weird anime style images for no reason, even though I don't tell it to. | 2025-10-27T19:44:39 | https://www.reddit.com/gallery/1ohoe6a | IndependenceMuch7891 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ohoe6a | false | null | t3_1ohoe6a | /r/LocalLLaMA/comments/1ohoe6a/why_is_meta_ai_so_bad/ | false | false | 0 | null | |
Anyone have experience with TOON project? (Reducing JSON token cost) | 0 | Token-Oriented Object Notation โ JSON for LLMs at half the token cost.
https://github.com/johannschopplich/toon | 2025-10-27T19:41:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ohoaub/anyone_have_experience_with_toon_project_reducing/ | palindsay | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohoaub | false | null | t3_1ohoaub | /r/LocalLLaMA/comments/1ohoaub/anyone_have_experience_with_toon_project_reducing/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'VrvLLB_yWC1wqD45_cvqK9l_om9VPq0R0Yc-ww1E9Aw', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/VrvLLB_yWC1wqD45_cvqK9l_om9VPq0R0Yc-ww1E9Aw.png?width=108&crop=smart&auto=webp&s=dc183f0a43af7a78f9fc1f52628b80486e040727', 'width': 108}, {'height': 113, 'url': 'h... |
Onyx Document Set Question | 1 | In Onyx under the admin panel, if I go to document sets it shows the permission as public, how can I change it to private or limit it to a certain user or users? I know on the assistants how to do it, but can't figure it out on the document sets themselves. | 2025-10-27T19:28:22 | https://www.reddit.com/r/LocalLLaMA/comments/1ohnyx0/onyx_document_set_question/ | jkay1904 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohnyx0 | false | null | t3_1ohnyx0 | /r/LocalLLaMA/comments/1ohnyx0/onyx_document_set_question/ | false | false | self | 1 | null |
How are you preventing production AI agents from going rogue? (Cost overruns, unsafe tool use, etc.) | 15 | My team is moving our LangChain/LangGraph agents from prototype to production, and we're looking at risks of autonomous execution.
We're trying to solve problems like:
* Preventing an agent from getting stuck in a loop and blowing our OpenAI budget.
* Enforcing strict rules about which tools certain user roles can tr... | 2025-10-27T19:24:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ohnuxy/how_are_you_preventing_production_ai_agents_from/ | ClearstoneDev | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohnuxy | false | null | t3_1ohnuxy | /r/LocalLLaMA/comments/1ohnuxy/how_are_you_preventing_production_ai_agents_from/ | false | false | self | 15 | null |
Does anyone know what AI voice model they are using? | 2 | Recently I came across a new style of AI youtube video and I am trying to find the model/voice they are using.
Does anyone know what it is?
Video examples:
[https://www.youtube.com/watch?v=Q3UI39q-M0Q](https://www.youtube.com/watch?v=Q3UI39q-M0Q)
[https://www.youtube.com/watch?v=ks8YCtUd26s](https://www.youtu... | 2025-10-27T19:03:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ohnafz/does_anyone_know_what_ai_voice_model_they_are/ | RuiRdA | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohnafz | false | null | t3_1ohnafz | /r/LocalLLaMA/comments/1ohnafz/does_anyone_know_what_ai_voice_model_they_are/ | false | false | self | 2 | null |
Was excited to try Minimax-M2, but yeah it's benchmaxed!!! Worse than glm4.6 | 0 | very bad | 2025-10-27T18:55:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ohn3ba/was_excited_to_try_minimaxm2_but_yeah_its/ | balianone | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohn3ba | false | null | t3_1ohn3ba | /r/LocalLLaMA/comments/1ohn3ba/was_excited_to_try_minimaxm2_but_yeah_its/ | false | false | self | 0 | null |
Not shipping another LLM app without analytics to prove the value - open spec to track AI products | 0 | 2025-10-27T18:54:16 | https://www.reddit.com/gallery/1ohn1vb | ephemeral404 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ohn1vb | false | null | t3_1ohn1vb | /r/LocalLLaMA/comments/1ohn1vb/not_shipping_another_llm_app_without_analytics_to/ | false | false | 0 | null | ||
LM Studio Local Server hidden and always running | 7 | Hi guys, can someone else confirm that LM Studio, even if you have local server turned off, it is actively listening to localhost port 41343? How is this possible? If you're on windows, try this cmd "netstat -ano | findstr 41343" (if on other OS you'll know how to do it). Mine outputs this "TCP 127.0.0.1:41343 ... | 2025-10-27T18:25:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ohmado/lm_studio_local_server_hidden_and_always_running/ | JustSayin_thatuknow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohmado | false | null | t3_1ohmado | /r/LocalLLaMA/comments/1ohmado/lm_studio_local_server_hidden_and_always_running/ | false | false | self | 7 | null |
Newegg has 32gb AMD r9700 for $1,300 | 112 | https://videocardz.com/newz/amd-radeon-pro-ai-r9700-is-now-available-32gb-memory-and-full-navi-48-gpu
Phoronix did a poor job of benchmarking it. Would prefer benchmarking a 32gb model like qwen3 coder, but instead focuses on 8gb model:
https://www.phoronix.com/review/amd-radeon-ai-pro-r9700 | 2025-10-27T18:23:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ohm80t/newegg_has_32gb_amd_r9700_for_1300/ | Terminator857 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohm80t | false | null | t3_1ohm80t | /r/LocalLLaMA/comments/1ohm80t/newegg_has_32gb_amd_r9700_for_1300/ | false | false | self | 112 | {'enabled': False, 'images': [{'id': 'zAUgZezmoJNbQj6Zo6uPCScsM6GFyWNrXUqtt3oswGE', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/zAUgZezmoJNbQj6Zo6uPCScsM6GFyWNrXUqtt3oswGE.jpeg?width=108&crop=smart&auto=webp&s=6179000bfa444cad08e8db04c71192e9bbe20dfb', 'width': 108}, {'height': 112, 'url': '... |
Claude Desktop for local models. | 5 | I'm building an application for a hackathon that functions like Claude desktop for local.models. It has web search and document.upload ( if open-sourced would like to add image attach for bimodal).
If there's any interest I will open-source the project during the hackathon for people to use with other models. | 2025-10-27T18:18:05 | https://www.reddit.com/r/LocalLLaMA/comments/1ohm37c/claude_desktop_for_local_models/ | thebadslime | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohm37c | false | null | t3_1ohm37c | /r/LocalLLaMA/comments/1ohm37c/claude_desktop_for_local_models/ | false | false | self | 5 | null |
REQUEST: GuerillaMash-13B GGUF download link? | 0 | Hi all,
Iโm looking for the GuerillaMash-13B model in GGUF format (ideally Q5\_K\_M or Q6\_K\_M) for use with KoboldCpp/llama.cpp on my local machine.
Does anyone have a working download link (Gofile, Mega, Terabox, OneDriveโฆ)? The old links I found here and on Discord are expired.
If you can reupload or share a has... | 2025-10-27T18:17:20 | https://www.reddit.com/r/LocalLLaMA/comments/1ohm2h8/request_guerillamash13b_gguf_download_link/ | whys1212 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohm2h8 | false | null | t3_1ohm2h8 | /r/LocalLLaMA/comments/1ohm2h8/request_guerillamash13b_gguf_download_link/ | false | false | nsfw | 0 | null |
MiniMax-M2 quants? | 15 | It's still early after release, but not seeing any early quants yet of M2:
Are there any impediments to GGUF and MLX quants of this model?
Have any of you tried making quants yet? | 2025-10-27T17:57:26 | https://www.reddit.com/r/LocalLLaMA/comments/1ohlikz/minimaxm2_quants/ | Tasty_Lynx2378 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohlikz | false | null | t3_1ohlikz | /r/LocalLLaMA/comments/1ohlikz/minimaxm2_quants/ | false | false | self | 15 | null |
Phoronix benchmarks single and dual AMD R9700 GPUs against a single NVIDIA RTX 6000 Ada GPU | 42 | 2025-10-27T17:56:13 | https://www.phoronix.com/review/amd-radeon-ai-pro-r9700 | Brian-Puccio | phoronix.com | 1970-01-01T00:00:00 | 0 | {} | 1ohlhdx | false | null | t3_1ohlhdx | /r/LocalLLaMA/comments/1ohlhdx/phoronix_benchmarks_single_and_dual_amd_r9700/ | false | false | default | 42 | null | |
Ways to use the DGX Spark in the cloud? | 0 | I have a work use case where a customer wants to do some document conversion/processing offline for business reasons. I was going to recommend the DGX spark for their use case, but it would be great to see what the bigger models can do on that hardware before I make that recommendation. Is there any way to cloud provis... | 2025-10-27T17:55:52 | https://www.reddit.com/r/LocalLLaMA/comments/1ohlh1t/ways_to_use_the_dgx_spark_in_the_cloud/ | reallyfunnyster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohlh1t | false | null | t3_1ohlh1t | /r/LocalLLaMA/comments/1ohlh1t/ways_to_use_the_dgx_spark_in_the_cloud/ | false | false | self | 0 | null |
LM studio RoCM runtime much slower than Vulcan runtime | 3 | Tested open ai oss 20b on windows 11+rx9070. Vulcan gets 133tks while rocm only gets 99tks. Thatโs 25% slowerโฆ Anyone has same experience? | 2025-10-27T17:43:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ohl4tx/lm_studio_rocm_runtime_much_slower_than_vulcan/ | Only_Comfortable_224 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohl4tx | false | null | t3_1ohl4tx | /r/LocalLLaMA/comments/1ohl4tx/lm_studio_rocm_runtime_much_slower_than_vulcan/ | false | false | self | 3 | null |
API middle layer to automatically cut LLM costs | 0 | Iโve been experimenting with an idea for aย middle layer between the client and an LLM APIย that automatically
Caches and reuses system prompts
Truncates and summarizes context and instructions intelligently
Routes calls to the most cost efficient model
Does so without losing response quality
Iโve been doing this ma... | 2025-10-27T17:36:25 | https://www.reddit.com/r/LocalLLaMA/comments/1ohkxxn/api_middle_layer_to_automatically_cut_llm_costs/ | BikeFastEatFaster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohkxxn | false | null | t3_1ohkxxn | /r/LocalLLaMA/comments/1ohkxxn/api_middle_layer_to_automatically_cut_llm_costs/ | false | false | self | 0 | null |
Building an API middle layer to automatically cut LLM costs (30%+ savings so far) | 1 | [removed] | 2025-10-27T17:34:12 | https://www.reddit.com/r/LocalLLaMA/comments/1ohkvvp/building_an_api_middle_layer_to_automatically_cut/ | BikeFastEatFaster | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohkvvp | false | null | t3_1ohkvvp | /r/LocalLLaMA/comments/1ohkvvp/building_an_api_middle_layer_to_automatically_cut/ | false | false | self | 1 | null |
How to use LLM on Android phone What to do with LLM | 0 | I don't know much about this, but if there is no LLM guide on Android phones,
"All about LLM for MobilePhones"
I would love to have it prepared here. | 2025-10-27T17:14:21 | https://www.reddit.com/r/LocalLLaMA/comments/1ohkcc3/how_to_use_llm_on_android_phone_what_to_do_with/ | Outrageous-Bison-424 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohkcc3 | false | null | t3_1ohkcc3 | /r/LocalLLaMA/comments/1ohkcc3/how_to_use_llm_on_android_phone_what_to_do_with/ | false | false | self | 0 | null |
Dataset streaming for distributed SOTA model training | 11 | "Streaming datasets: 100x More Efficient" is a new blog post sharing improvements on dataset streaming to train AI models.
Link:ย [https://huggingface.co/blog/streaming-datasets](https://huggingface.co/blog/streaming-datasets)
Summary of the blog post:
>
There is also a 1min video explaining the impact of this:ย [htt... | 2025-10-27T17:00:31 | https://www.reddit.com/r/LocalLLaMA/comments/1ohjyoc/dataset_streaming_for_distributed_sota_model/ | qlhoest | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohjyoc | false | null | t3_1ohjyoc | /r/LocalLLaMA/comments/1ohjyoc/dataset_streaming_for_distributed_sota_model/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': '2R0R9Vm0F743cVX988x9aN6dKYSNlB5z3kRw0pHOCsg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2R0R9Vm0F743cVX988x9aN6dKYSNlB5z3kRw0pHOCsg.png?width=108&crop=smart&auto=webp&s=3ce7b40a54982a55a407f855e2a92d30e0f44c58', 'width': 108}, {'height': 108, 'url': 'h... |
For those building AI agents, whatโs your biggest headache when debugging reasoning or tool calls? | 0 | Hey all ๐
You mightโve seen my pasts posts, for those who havenโt, Iโve been building something around reasoning visibility for AI agents, not metrics, but understanding why an agent made certain choices (like which tool it picked, or why it looped).
Iโve read docs, tried LangSmith/LangFuse, and theyโre great for t... | 2025-10-27T16:40:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ohjeyd/for_those_building_ai_agents_whats_your_biggest/ | AdVivid5763 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohjeyd | false | null | t3_1ohjeyd | /r/LocalLLaMA/comments/1ohjeyd/for_those_building_ai_agents_whats_your_biggest/ | false | false | self | 0 | null |
Llama.cpp New Ram halves inference speed at a higher context | 20 | Hi,
I am just starting to debug this and wondered if anyone else has run into this issue.
I am running a W7-3455 ( Xeon 8 channel DDR5 ). I recently upgraded from 8x64GB DDR5 to 8x96GB. The original kit was a high performance V-color kit with lower CL timings, so the performance on MLC is about a \~5% decrease. In... | 2025-10-27T16:36:05 | https://www.reddit.com/r/LocalLLaMA/comments/1ohjayo/llamacpp_new_ram_halves_inference_speed_at_a/ | easyrider99 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohjayo | false | null | t3_1ohjayo | /r/LocalLLaMA/comments/1ohjayo/llamacpp_new_ram_halves_inference_speed_at_a/ | false | false | self | 20 | null |
Core Ultra 7 265K, Ryzen 9 7900X, Ryzen 9 9950X, or is it irrelevant? | 8 | Currently refreshing my home workstation setup and I am looking to get more into local LLMs for professional reasons. Currently using the 7900X, have a new 265K that I was planning to move to so I had QuickSync, but wouldn't be against upgrading to the 9950X if it's worth it. Going to be pairing them with 2x48gb ddr5... | 2025-10-27T16:26:24 | https://www.reddit.com/r/LocalLLaMA/comments/1ohj1jq/core_ultra_7_265k_ryzen_9_7900x_ryzen_9_9950x_or/ | illicITparameters | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohj1jq | false | null | t3_1ohj1jq | /r/LocalLLaMA/comments/1ohj1jq/core_ultra_7_265k_ryzen_9_7900x_ryzen_9_9950x_or/ | false | false | self | 8 | null |
Know the capabilities of your models before coding a big project | 7 | I spent a bunch of time creating scripts that can take base64 strings of encoded PDFs, converting them to PDFs in memory, OCRing the text, then funneling that text to a local AI model for summarizing and categorizing. Well guess what, the Gemma family of models, and probably others, can just take a 100,000 character ba... | 2025-10-27T16:22:27 | https://www.reddit.com/r/LocalLLaMA/comments/1ohixop/know_the_capabilities_of_your_models_before/ | peppaz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohixop | false | null | t3_1ohixop | /r/LocalLLaMA/comments/1ohixop/know_the_capabilities_of_your_models_before/ | false | false | self | 7 | null |
Best open source offline TTS that can be fully trained with voice samples? | 3 | I"m new to voice cloning and TTS and I've recently been dabbling with Chatterbox and, while it's impressive, I'm not happy with the overall prosody despite tweaking what is possible in this fork. It just doesn't sound quite as I'd like it to.
I'm looking to get as accurate a representation of my voice as possible, the... | 2025-10-27T16:07:29 | https://www.reddit.com/r/LocalLLaMA/comments/1ohij3h/best_open_source_offline_tts_that_can_be_fully/ | Twigling | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohij3h | false | null | t3_1ohij3h | /r/LocalLLaMA/comments/1ohij3h/best_open_source_offline_tts_that_can_be_fully/ | false | false | self | 3 | null |
Do these 3090s look in good shape?? | 0 | Hello. Found someone who is selling 3090s online. Should I be skeptical about the quality of these??
Any tips for buying GPUs from people online? | 2025-10-27T16:07:23 | https://www.reddit.com/gallery/1ohij0h | Excellent_Koala769 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ohij0h | false | null | t3_1ohij0h | /r/LocalLLaMA/comments/1ohij0h/do_these_3090s_look_in_good_shape/ | false | false | 0 | null | |
Another Banger from Inclusion AI: Ming-flash-omni-Preview | 117 | [https://huggingface.co/inclusionAI/Ming-flash-omni-Preview](https://huggingface.co/inclusionAI/Ming-flash-omni-Preview)
Based on [Ling-Flash-2.0](https://github.com/inclusionAI/Ling-V2) this model has 100b total parameters and 6b active ones and supports context aware asr, text to speech, image generation and edit... | 2025-10-27T16:06:14 | https://www.reddit.com/r/LocalLLaMA/comments/1ohihvo/another_banger_from_inclusion_ai/ | Finanzamt_Endgegner | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohihvo | false | null | t3_1ohihvo | /r/LocalLLaMA/comments/1ohihvo/another_banger_from_inclusion_ai/ | false | false | 117 | {'enabled': False, 'images': [{'id': 'PFGMqHZG1FenJLDckxpcToXwao333pejl_fZNW4bWqk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/PFGMqHZG1FenJLDckxpcToXwao333pejl_fZNW4bWqk.png?width=108&crop=smart&auto=webp&s=5a62ef4a917061a1e7833de6e660cf63105c6fab', 'width': 108}, {'height': 116, 'url': 'h... | |
Best GPU rental for instant stop/restart (Vast.ai keeps me waiting)? | 2 | Iโve been using [**Vast.ai**](http://Vast.ai) for LLM experiments, but whenever I stop an instance and try to resume later, it says my GPU slot isnโt available โ sometimes for hours or weeks.
I donโt do long training runs โ I just spin up a GPU for development or testing, a few hours at a time. Iโd like to **turn it o... | 2025-10-27T16:05:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ohihhg/best_gpu_rental_for_instant_stoprestart_vastai/ | josephljohnston | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohihhg | false | null | t3_1ohihhg | /r/LocalLLaMA/comments/1ohihhg/best_gpu_rental_for_instant_stoprestart_vastai/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'MV8WQnKGiSSypEI5QKJe4g08BAeccM6KobeueLMOJdY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/MV8WQnKGiSSypEI5QKJe4g08BAeccM6KobeueLMOJdY.png?width=108&crop=smart&auto=webp&s=a08158a2ec290c8157b492f314bfb148408be1fc', 'width': 108}, {'height': 121, 'url': 'h... |
Do these RTX 3090s look in good shape? | 1 | Found someone online selling these 3090s... do they look in good condition? | 2025-10-27T16:03:40 | https://www.reddit.com/gallery/1ohifd4 | Excellent_Koala769 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1ohifd4 | false | null | t3_1ohifd4 | /r/LocalLLaMA/comments/1ohifd4/do_these_rtx_3090s_look_in_good_shape/ | false | false | 1 | null | |
Can local LLMs reveal sources/names of documents used to generate output? | 4 | As per the title, having a local "compressed" snapshot of the current 'Web is astounding, but not super-useful without referencing sources. Can you get links/names of sources, like what the Google AI summaries offer?
On that note, for example, if you have a DGX Spark, does the largest local LLM you can run somehow tr... | 2025-10-27T15:38:23 | https://www.reddit.com/r/LocalLLaMA/comments/1ohhqxa/can_local_llms_reveal_sourcesnames_of_documents/ | CellMan28 | self.LocalLLaMA | 2025-10-27T15:41:32 | 0 | {} | 1ohhqxa | false | null | t3_1ohhqxa | /r/LocalLLaMA/comments/1ohhqxa/can_local_llms_reveal_sourcesnames_of_documents/ | false | false | self | 4 | null |
Prompt para tinyllama | 0 | Hola, estoy queriendo probar tinyllama para que me devuelva en JSON o vector el resultado de la clasificacion de emociones.
Por ejemplo: {{"ira":0,"asco":0,"miedo":0,"alegria":1,"tristeza":0,"sorpresa":0}} O QUE ME DEVUELVA 1,0,1 Y ASI.
No se si alguien pudo hacer que haga una clasificacion. Porque me cambia las pal... | 2025-10-27T15:32:22 | https://www.reddit.com/r/LocalLLaMA/comments/1ohhl74/prompt_para_tinyllama/ | ConstructionLive6914 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohhl74 | false | null | t3_1ohhl74 | /r/LocalLLaMA/comments/1ohhl74/prompt_para_tinyllama/ | false | false | self | 0 | null |
If you want keep up on your acronym soup: GEMM on Triton vs cublass, Cutlass, TileLang, and Mojo | 1 | [https://x.com/clattner\_llvm/status/1982196673771139466](https://x.com/clattner_llvm/status/1982196673771139466)
Quote: Thank you to folks at [u/metaai](https://x.com/metaai) for publishing their independent perf analysis comparing CUDA and Mojo against Triton and TileLang DSLs, showing Mojo meeting and beating CUDA,... | 2025-10-27T15:28:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ohhh53/if_you_want_keep_up_on_your_acronym_soup_gemm_on/ | Terminator857 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohhh53 | false | null | t3_1ohhh53 | /r/LocalLLaMA/comments/1ohhh53/if_you_want_keep_up_on_your_acronym_soup_gemm_on/ | false | false | self | 1 | null |
Roleplay LLM Stack - Foundation | 1 | HI Folks - -this is kinda a follow up question from the one about models the other day. I had planned to use Ollama as the backend, but, Ive heard a lot of people talking about different backends. Im very comfortable with command line so that is not an issue -- but I would like to know what you guys recommend for the... | 2025-10-27T15:18:19 | https://www.reddit.com/r/LocalLLaMA/comments/1ohh7kr/roleplay_llm_stack_foundation/ | slrg1968 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohh7kr | false | null | t3_1ohh7kr | /r/LocalLLaMA/comments/1ohh7kr/roleplay_llm_stack_foundation/ | false | false | self | 1 | null |
Anyone running GLM 4.5 Air Q8 tell me vram at 2K and 100K context? | 6 | Anyone running GLM 4.5 Air Q8 tell me vram at 2K and 100K context?
KV not quantized. | 2025-10-27T15:16:07 | https://www.reddit.com/r/LocalLLaMA/comments/1ohh5g4/anyone_running_glm_45_air_q8_tell_me_vram_at_2k/ | MidnightProgrammer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohh5g4 | false | null | t3_1ohh5g4 | /r/LocalLLaMA/comments/1ohh5g4/anyone_running_glm_45_air_q8_tell_me_vram_at_2k/ | false | false | self | 6 | null |
Flamingo 3 released in safetensors | 1 | NVIDIA has a bunch of models they release in their own format, but they just put up Audio Flamingo 3 as safetensors: https://huggingface.co/nvidia/audio-flamingo-3-hf
Does anyone know if this can be turned into a GGUF/MLX file? Since itโs based on Qwen3.5 and Whisper, wondering if supporting it in llama.cpp will be di... | 2025-10-27T15:14:53 | https://www.reddit.com/r/LocalLLaMA/comments/1ohh481/flamingo_3_released_in_safetensors/ | Miserable-Dare5090 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohh481 | false | null | t3_1ohh481 | /r/LocalLLaMA/comments/1ohh481/flamingo_3_released_in_safetensors/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '36Ok47xCt-UsrF_pBwDRpDtkOuAIN95LDIE97SAnDIs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/36Ok47xCt-UsrF_pBwDRpDtkOuAIN95LDIE97SAnDIs.png?width=108&crop=smart&auto=webp&s=5d1a4c7175860239c17a0c1af2ea2caf82c7c974', 'width': 108}, {'height': 116, 'url': 'h... |
86% accuracy on SimpleQA with gpt-4.1-mini. Open-source deep research agent. | 101 | Built SGR Deep Research to prove small models can do serious research Results: 86.1% on SimpleQA (4,326 questions)
Model: gpt-4.1-mini Cost: $0.03 per query
Core idea: Schema-Guided Reasoning Explicitly control reasoning steps instead of hoping the model figures it out Currently running in production at teleco... | 2025-10-27T15:12:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ohh1l2/86_accuracy_on_simpleqa_with_gpt41mini_opensource/ | Ok-Attention1022 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohh1l2 | false | null | t3_1ohh1l2 | /r/LocalLLaMA/comments/1ohh1l2/86_accuracy_on_simpleqa_with_gpt41mini_opensource/ | false | false | 101 | {'enabled': False, 'images': [{'id': 'Mhekv1CVcCnqQ6OsfNa_xd5RwOhyacefoOODajDng28', 'resolutions': [{'height': 53, 'url': 'https://external-preview.redd.it/Mhekv1CVcCnqQ6OsfNa_xd5RwOhyacefoOODajDng28.png?width=108&crop=smart&auto=webp&s=b7d20c4c03bd8714e5717186b20f1479995792c2', 'width': 108}, {'height': 107, 'url': 'h... | |
I built an SDK for research-grade semantic text chunking | 3 | Most RAG systems fall apart when you feed them large documents.
You can embed a few paragraphs fine, but once the text passes a few thousand tokens, retrieval quality collapses, models start missing context, repeating sections, or returning irrelevant chunks.
The core problem isnโt the embeddings. Itโs how the text ... | 2025-10-27T14:57:03 | https://www.reddit.com/r/LocalLLaMA/comments/1ohgmti/i_built_an_sdk_for_researchgrade_semantic_text/ | Lonely-Marzipan-9473 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohgmti | false | null | t3_1ohgmti | /r/LocalLLaMA/comments/1ohgmti/i_built_an_sdk_for_researchgrade_semantic_text/ | false | false | self | 3 | {'enabled': False, 'images': [{'id': '3PnRkWQ-PiTc7nGhN1khgbSJ3wEwSYTF_pkBFnBFaaQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/3PnRkWQ-PiTc7nGhN1khgbSJ3wEwSYTF_pkBFnBFaaQ.png?width=108&crop=smart&auto=webp&s=7774835ebb88c923c6cb99433e65b5c3ab24757c', 'width': 108}, {'height': 108, 'url': 'h... |
๐ The Meta Codex Read Between The lines; Or Have Your Agency Read it..Do not use this If inferred as development or anything like that โtoolโ. | 0 | This is Not about Glyphs, Fractals, Prompts, or AI really; this is about the Future Right Under our Feet Uh ๐ oh. Maybe I should not have posted this. But None of it will work And I am just being Friendly. I will post a real version with not one bit of hesitation.
| 2025-10-27T14:55:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ohglpw/the_meta_codex_read_between_the_lines_or_have/ | sunfireservices | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohglpw | false | null | t3_1ohglpw | /r/LocalLLaMA/comments/1ohglpw/the_meta_codex_read_between_the_lines_or_have/ | false | false | nsfw | 0 | null |
Batch inference locally on 4080 | 1 | Hi all,
Iโm running ollama with Gemma 3 12b locally on my 4080 but Iโd like to have my endpoint be a similar interface as OpenAIโs batch interface. Iโm trying to do this with a wrapper around VLLM but Iโm having issues.
Iโm not super deep in this space and have been using agents to help me set everything up.
My us... | 2025-10-27T14:49:02 | https://www.reddit.com/r/LocalLLaMA/comments/1ohgf9t/batch_inference_locally_on_4080/ | 0bviousEcon | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohgf9t | false | null | t3_1ohgf9t | /r/LocalLLaMA/comments/1ohgf9t/batch_inference_locally_on_4080/ | false | false | self | 1 | null |
Whatโs a use case you run exclusively on your local LLM setup for privacy reasons? | 0 | No RP/ ERP please. | 2025-10-27T14:47:19 | https://www.reddit.com/r/LocalLLaMA/comments/1ohgdm5/whats_a_use_case_you_run_exclusively_on_your/ | Adventurous-Gold6413 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohgdm5 | false | null | t3_1ohgdm5 | /r/LocalLLaMA/comments/1ohgdm5/whats_a_use_case_you_run_exclusively_on_your/ | false | false | self | 0 | null |
4 AWQ Quantized Models from AllenAI | 1 | Built 4 AWQ quantized models from AllenAI!
Molmo-7B-D AWQ (14GBโ5GB): Efficient VLM performing between GPT-4V and GPT-4o on academic benchmarks, with just 6.1% perplexity degradation.
MolmoAct-7B-D AWQ (14GBโ6GB): Specialized robotic manipulation model reduced by \~57%.
Molmo-72B AWQ (145GBโ38GB): VLM with Qwen2-72B... | 2025-10-27T14:46:53 | https://huggingface.co/ronantakizawa/molmo-72b-awq | Ok_Employee_6418 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ohgd7k | false | null | t3_1ohgd7k | /r/LocalLLaMA/comments/1ohgd7k/4_awq_quantized_models_from_allenai/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'EBM6AQPgCc0uhc_H3MNjd4y9QL-tlqIHsi5igpe52K4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/EBM6AQPgCc0uhc_H3MNjd4y9QL-tlqIHsi5igpe52K4.png?width=108&crop=smart&auto=webp&s=3ccaea1faa4478e2c9da12a36ec5c98e5ec6f5c7', 'width': 108}, {'height': 116, 'url': 'h... | |
I found my collegue writes about 30 prompts in different yaml file in Agents project, annoyed to use them and copy them, so I made this. | 2 | Hey AI enthusiasts! ๐
I just released PromptPro, a developer-friendly tool designed to completely transform how you manage, version, and organize AI prompts. Whether you're a prompt engineer, AI developer, or just someone obsessed with clean, efficient prompt workflows, this is for you.
**Why PromptPro?**
- ๐ท๏ธ Aut... | 2025-10-27T14:41:25 | https://www.reddit.com/r/LocalLLaMA/comments/1ohg80j/i_found_my_collegue_writes_about_30_prompts_in/ | LewisJin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohg80j | false | null | t3_1ohg80j | /r/LocalLLaMA/comments/1ohg80j/i_found_my_collegue_writes_about_30_prompts_in/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'o3dcgKlH1OHegZ95PGJbg99ZMMyiqzka8JbIgpRMrBI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/o3dcgKlH1OHegZ95PGJbg99ZMMyiqzka8JbIgpRMrBI.png?width=108&crop=smart&auto=webp&s=7e851eb81b600fe2f96a3dc12f96216bb2a314d4', 'width': 108}, {'height': 108, 'url': 'h... |
4 AWQ Quantized models from AllenAI | 1 | Excited to announce 4 AWQ quantized models from #AllenAI! ๐
Molmo-7B-D AWQ (14GBโ5GB): Efficient VLM performing between GPT-4V and GPT-4o on academic benchmarks, with just 6.1% perplexity degradation.
MolmoAct-7B-D AWQ (14GBโ6GB): Specialized robotic manipulation model reduced by \~57%.
Molmo-72B AWQ (1... | 2025-10-27T14:40:05 | https://huggingface.co/ronantakizawa/molmo-72b-awq | Ok_Employee_6418 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1ohg6q7 | false | null | t3_1ohg6q7 | /r/LocalLLaMA/comments/1ohg6q7/4_awq_quantized_models_from_allenai/ | false | false | 1 | {'enabled': False, 'images': [{'id': 'EBM6AQPgCc0uhc_H3MNjd4y9QL-tlqIHsi5igpe52K4', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/EBM6AQPgCc0uhc_H3MNjd4y9QL-tlqIHsi5igpe52K4.png?width=108&crop=smart&auto=webp&s=3ccaea1faa4478e2c9da12a36ec5c98e5ec6f5c7', 'width': 108}, {'height': 116, 'url': 'h... | |
Building a Memory-Augmented AI with Its Own Theory Lab. Need Help Stabilizing the Simulation Side | 0 | Iโve built a custom AI agent called MIRA using Qwen-3 as the LLM. She has persistent memory split into self, operational, and emotional types; a toolset that includes a sandbox, calculator, and eventually a browser; and a belief system that updates through praise-based reinforcement and occasional self-reflection.
The... | 2025-10-27T14:35:49 | https://www.reddit.com/r/LocalLLaMA/comments/1ohg2tr/building_a_memoryaugmented_ai_with_its_own_theory/ | Upper-Promotion8574 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohg2tr | false | null | t3_1ohg2tr | /r/LocalLLaMA/comments/1ohg2tr/building_a_memoryaugmented_ai_with_its_own_theory/ | false | false | self | 0 | null |
Last week in Multimodal AI - Local Edition | 33 | I curate a weekly newsletter on multimodal AI. Here are the local/edge highlights from last week:
**DeepSeek OCR - Efficient Document Parsing**
โข Uses optical 2D mapping with lossy compression for 97% OCR accuracy at 10x compression.
โข Processes 200k+ pages daily on a single A100 GPU, ideal for local document digi... | 2025-10-27T14:26:44 | https://www.reddit.com/r/LocalLLaMA/comments/1ohfuea/last_week_in_multimodal_ai_local_edition/ | Vast_Yak_4147 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohfuea | false | null | t3_1ohfuea | /r/LocalLLaMA/comments/1ohfuea/last_week_in_multimodal_ai_local_edition/ | false | false | 33 | {'enabled': False, 'images': [{'id': 'GG_nI8HdJYOWQ3BUPyYaxU74wbTZUS40_TzupervzGM', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GG_nI8HdJYOWQ3BUPyYaxU74wbTZUS40_TzupervzGM.png?width=108&crop=smart&auto=webp&s=a22c6481d458f200f654fc0b57686581e52ae7dd', 'width': 108}, {'height': 108, 'url': 'h... | |
What is the best build for *inferencing*? | 0 | Hello, I have been considering starting a local hardware build. In this learning curve, I have realized that there is a big difference between creating a rig for model inferencing compared to training. I would love to know your opinion on this.
Also, with this said, what setup would you recommend strictly for infere... | 2025-10-27T14:18:09 | https://www.reddit.com/r/LocalLLaMA/comments/1ohfmoc/what_is_the_best_build_for_inferencing/ | Excellent_Koala769 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohfmoc | false | null | t3_1ohfmoc | /r/LocalLLaMA/comments/1ohfmoc/what_is_the_best_build_for_inferencing/ | false | false | self | 0 | null |
Made my own Local AI Research Agent | Need suggestions how to improve prompt/execution | 22 | Hello everyone!
So, in short I built my own local AI research assistant in Python ๐ฆ.
It reads Wikipedia, Arxiv, and news, then outputs professional research summaries directly in the terminal. Everything runs fully offline using Ollama! This is my first time exploring the agentic world, understanding how tool... | 2025-10-27T14:15:10 | FriendshipCreepy8045 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ohfk05 | false | null | t3_1ohfk05 | /r/LocalLLaMA/comments/1ohfk05/made_my_own_local_ai_research_agent_need/ | false | false | 22 | {'enabled': True, 'images': [{'id': 'D9siJL3D8Iiv6rFNEYae6TkeOhFa7TrBYCsu4WFIBHE', 'resolutions': [{'height': 140, 'url': 'https://preview.redd.it/adft1ikiwnxf1.png?width=108&crop=smart&auto=webp&s=52f6791532a8d7ff898cb7ca03755fb35bff9ce4', 'width': 108}, {'height': 280, 'url': 'https://preview.redd.it/adft1ikiwnxf1.pn... | ||
Does only ChatGPT get this question wrong? "If I have only a fixed pulley and I'm standing on the ground and pull on the rope, can I lift myself off of the ground?" | 0 | (BTW the answer to the question above is yes.)
Recently I saw [this video](https://youtu.be/uPtGGBXiivE) and kinda got curious for myself if this question was "patched", after all it'd been three weeks so it wouldn't be too surprising.
However, that doesn't seem to be the case. I even modified the question, since, I... | 2025-10-27T13:57:37 | https://www.reddit.com/r/LocalLLaMA/comments/1ohf48a/does_only_chatgpt_get_this_question_wrong_if_i/ | mcpoopinton | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohf48a | false | null | t3_1ohf48a | /r/LocalLLaMA/comments/1ohf48a/does_only_chatgpt_get_this_question_wrong_if_i/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'b6gdwNGhz0b2Qr1hudxK6CBvjohE-ytHEHbvsFWyN7o', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/b6gdwNGhz0b2Qr1hudxK6CBvjohE-ytHEHbvsFWyN7o.jpeg?width=108&crop=smart&auto=webp&s=6a2825f020e693f725fd99dc02b53d140b6bc955', 'width': 108}, {'height': 162, 'url': '... |
After seeing the release of LLaDA2.0โฆ what other open source text diffusion models exist? | 5 | Thatโs all, I was just wondering, as they can be more annoying to run. | 2025-10-27T13:40:01 | https://www.reddit.com/r/LocalLLaMA/comments/1oheotp/after_seeing_the_release_of_llada20_what_other/ | 42GOLDSTANDARD42 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oheotp | false | null | t3_1oheotp | /r/LocalLLaMA/comments/1oheotp/after_seeing_the_release_of_llada20_what_other/ | false | false | self | 5 | null |
Minimax M2 now at Huggingface! | 1 | As it is post in Huggingface:
*"Today, we release and open source MiniMax-M2, a* ***Mini*** *model built for* ***Max*** *coding & agentic workflows.*
***MiniMax-M2*** *redefines efficiency for agents. It's a compact, fast, and cost-effective MoE model (230 billion total parameters with 10 billion active parameter... | 2025-10-27T13:34:11 | https://www.reddit.com/r/LocalLLaMA/comments/1ohejqb/minimax_m2_now_at_huggingface/ | Rascazzione | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohejqb | false | null | t3_1ohejqb | /r/LocalLLaMA/comments/1ohejqb/minimax_m2_now_at_huggingface/ | false | false | 1 | null | |
FREE invites: Comet AI Browser and Perplexity PRO | 0 | You will open the link and will be redirected to the download page, after downloading you have to create an account and chat at least one time with perplexity AI and you will get 1 month FREE PRO perplexity access. This is the link: [https://pplx.ai/horiabocia93026](https://pplx.ai/horiabocia93026) | 2025-10-27T13:33:17 | https://www.reddit.com/r/LocalLLaMA/comments/1oheiyl/free_invites_comet_ai_browser_and_perplexity_pro/ | horiab1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oheiyl | false | null | t3_1oheiyl | /r/LocalLLaMA/comments/1oheiyl/free_invites_comet_ai_browser_and_perplexity_pro/ | false | false | self | 0 | null |
What can I run locally that's most similar to Infinite Worlds? | 2 | If you're not familiar with it, \[Infinite Worlds\](https://infiniteworlds.app)\* is a game that lets you take actions in custom worlds and tells you the results. It's pretty good at keeping things consistent, including tracking stats and characters' secret objectives, and it's pretty creative. Unfortunately, it's also... | 2025-10-27T13:27:28 | https://www.reddit.com/r/LocalLLaMA/comments/1ohedyj/what_can_i_run_locally_thats_most_similar_to/ | Living_Ingenuity_385 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohedyj | false | null | t3_1ohedyj | /r/LocalLLaMA/comments/1ohedyj/what_can_i_run_locally_thats_most_similar_to/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': '-zD2c4lElwHlEPOaFZLAx6hj0Hup43QnN3iPjfsZ4TM', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/-zD2c4lElwHlEPOaFZLAx6hj0Hup43QnN3iPjfsZ4TM.jpeg?width=108&crop=smart&auto=webp&s=f6f8b64999df5e525210926ff14e0366d0414ca0', 'width': 108}, {'height': 216, 'url': ... |
researchAmericanAI - llama 3.2 vs. claudeai - Opus 4.1 | 0 | AI provides a way to solve problems.
It records how you solve them.
It guesses the answers.
You confirm when it's correct.
AI doesn't solve problems.
You do.
Step-by-Step.
https://preview.redd.it/z5jsxq22mnxf1.png?width=3350&format=png&auto=webp&s=ea835167851e5f85a7d8bf1c1e1821860f1762... | 2025-10-27T13:11:55 | https://www.reddit.com/r/LocalLLaMA/comments/1ohe0w9/researchamericanai_llama_32_vs_claudeai_opus_41/ | researchAmericanAI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohe0w9 | false | null | t3_1ohe0w9 | /r/LocalLLaMA/comments/1ohe0w9/researchamericanai_llama_32_vs_claudeai_opus_41/ | false | false | 0 | null | |
AMA Announcement: Liquid AI, the team behind Liquid Foundational Models, LEAP and Apollo (Thu, Oct 30 โข 10 AM โ 1 PM PDT) | 51 | # When: Thursday 10/30, 10 AM โ 1 PM PST
The Liquid AI team will also continue answering questions for the following 24 hours, so jump in anytime!
**Who will be there:**
* Jacob Marks (Data)
* Jimmy Smith (Pre-Training)
* Maxim Labonne (Post-Training)
* Fernando Fernandes (Post-training)
* Anna Banaszak (LFM2-VL)
... | 2025-10-27T13:10:46 | LiquidAI_Team | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1ohdzxs | false | null | t3_1ohdzxs | /r/LocalLLaMA/comments/1ohdzxs/ama_announcement_liquid_ai_the_team_behind_liquid/ | false | true | 51 | {'enabled': True, 'images': [{'id': 'NfeHet8kqydO8t1sf351OvSRA7SuKdYsKMQVkGjwdwQ', 'resolutions': [{'height': 52, 'url': 'https://preview.redd.it/47wfyylmlnxf1.png?width=108&crop=smart&auto=webp&s=258f3956199906267a9e7bc8dc0cf13c66defc8c', 'width': 108}, {'height': 105, 'url': 'https://preview.redd.it/47wfyylmlnxf1.png... | ||
Help choosing a local LLM box (text-only RAG): 1ร RTX 5090 now (maybe 2 later) vs RTX PRO 6000 Blackwell (96GB)? | 5 | Hi! Iโm new to local LLM hosting. We need an **on-prem, text-only** setup (PDF/doc Q&A, summaries) for a small team that will grow. No images.
Iโm debating **1ร RTX 5090** now (option to add a second later) **vs** a single **RTX PRO 6000 Blackwell (96GB VRAM)**. **Catch:** Iโm in **Argentina** โ the PRO 6000 is \~**US... | 2025-10-27T13:10:07 | https://www.reddit.com/r/LocalLLaMA/comments/1ohdzdd/help_choosing_a_local_llm_box_textonly_rag_1_rtx/ | ReplacementSelect887 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ohdzdd | false | null | t3_1ohdzdd | /r/LocalLLaMA/comments/1ohdzdd/help_choosing_a_local_llm_box_textonly_rag_1_rtx/ | false | false | self | 5 | null |
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