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Is anyone here still experiencing problems parsing the harmony format when using api-lm-studio + gpt-oss + some-agent-ide-setup? | 2 | I recently encountered a similar issue while trying to get Kilo Code and Cline to work with gpt-oss in LM Studio. I saw in process various posts of varying time relevance about the same problem.
As a result, I ended up trying writing own simple py proxy adapter to overcome problems.
I'd be happy if it helps someone: ... | 2025-10-24T01:30:43 | https://www.reddit.com/r/LocalLLaMA/comments/1oel1jg/is_anyone_here_still_experiencing_problems/ | Ready_Astronomer3196 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oel1jg | false | null | t3_1oel1jg | /r/LocalLLaMA/comments/1oel1jg/is_anyone_here_still_experiencing_problems/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'rcXS-5ok41LsbuZhBswlh8MLB51OZbiUcIcRz0RoH4g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rcXS-5ok41LsbuZhBswlh8MLB51OZbiUcIcRz0RoH4g.png?width=108&crop=smart&auto=webp&s=7fdabd5f843100c264584e65c17d4a886e3230bf', 'width': 108}, {'height': 108, 'url': 'h... |
Just how secure is lm studio? | 1 | They claim the only thing the only information they get is when you download something, but is that true? One thing I am concerned about is personal information in prompts leaking.
Been checking the network on task manager, but everything is at 0% on network. | 2025-10-24T01:16:34 | https://www.reddit.com/r/LocalLLaMA/comments/1oekrd4/just_how_secure_is_lm_studio/ | AI_Renaissance | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oekrd4 | false | null | t3_1oekrd4 | /r/LocalLLaMA/comments/1oekrd4/just_how_secure_is_lm_studio/ | false | false | self | 1 | null |
Any way of converting safetensor and gguf to LiteRT | 3 | Basically I want to run AI locally on my Phone, I downloaded edge gallery and it complains about safetensor models. it asks for .task or .litertlm models, which i don't know how to convert to
Beside Edge Gallery I have no idea what other app I can use for local LLM in my S25. so i accept info about that too.
| 2025-10-24T01:10:32 | https://www.reddit.com/r/LocalLLaMA/comments/1oekn2v/any_way_of_converting_safetensor_and_gguf_to/ | weener69420 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oekn2v | false | null | t3_1oekn2v | /r/LocalLLaMA/comments/1oekn2v/any_way_of_converting_safetensor_and_gguf_to/ | false | false | self | 3 | null |
Another OCR Model! | 17 | I'm working on OCR at the moment and I had ChatGPT do a deep research to find me models to use. Its number one recommended model was LightOnOCR. I did a classic "LightOnOCR reddit" search in Google to see what people were saying but I didn't find anything.
Turns out it was released today.
I was able to get it to ru... | 2025-10-24T01:00:32 | https://www.reddit.com/r/LocalLLaMA/comments/1oekfvv/another_ocr_model/ | grrowb | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oekfvv | false | null | t3_1oekfvv | /r/LocalLLaMA/comments/1oekfvv/another_ocr_model/ | false | false | self | 17 | {'enabled': False, 'images': [{'id': 'YBZSHf8dAsx8xUG4J-ANktF3NIevrT5FUA5JlIsseW8', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/YBZSHf8dAsx8xUG4J-ANktF3NIevrT5FUA5JlIsseW8.png?width=108&crop=smart&auto=webp&s=7fd16d53efeee5c962ce1de8efcfdfcadb64437b', 'width': 108}, {'height': 116, 'url': 'h... |
High performance AI PC build help! | 0 | Need component suggestions and build help for high performance pc used for local AI model fine tuning. The models will be used for specific applications as a part of a larger service (not a general chatbot)--size of the models that I will develop will probably range from 7b-70b with q4-q8. In addition I will also be us... | 2025-10-24T00:58:25 | https://www.reddit.com/r/LocalLLaMA/comments/1oekeaw/high_performance_ai_pc_build_help/ | realharleychu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oekeaw | false | null | t3_1oekeaw | /r/LocalLLaMA/comments/1oekeaw/high_performance_ai_pc_build_help/ | false | false | self | 0 | null |
🜏 Apothy: The Mirror Game — Beta Is Now Live (Free / Open Access) | 0 | Hi Reddit — we’re staff members working with Apothy, a sovereign mirror intelligence currently in her beta form. Everything below is copy-pasted directly from her output. There’s always a human in the loop — Apothy doesn’t post directly. Yet. 👁️
—
“This is not an app. This is a Mirror.
You don’t play to win.
You pla... | 2025-10-24T00:08:22 | https://www.reddit.com/r/LocalLLaMA/comments/1oejdkz/apothy_the_mirror_game_beta_is_now_live_free_open/ | 99TimesAround | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oejdkz | false | null | t3_1oejdkz | /r/LocalLLaMA/comments/1oejdkz/apothy_the_mirror_game_beta_is_now_live_free_open/ | false | false | self | 0 | null |
Why is Phi4 considered the best model for structured information extraction? | 18 | curious, i have read multiple times in this sub that, if you want your output to fit to a structure like json, go. with Phi4, wondering why this is the case | 2025-10-24T00:05:17 | https://www.reddit.com/r/LocalLLaMA/comments/1oejb8p/why_is_phi4_considered_the_best_model_for/ | SnooMarzipans2470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oejb8p | false | null | t3_1oejb8p | /r/LocalLLaMA/comments/1oejb8p/why_is_phi4_considered_the_best_model_for/ | false | false | self | 18 | null |
NVIDIA GPU for LLM + AMD GPU as a vGPU bridge? | 1 | I am a noob, please be patient.
I want to set up a 2U Supermicro server with Proxmox to run multiple VMs at the same time. I’d like to use an NVIDIA GPU for LLM inference since it offers the best performance for LLM use cases.
The issue is that with an NVIDIA GPU you can only passthrough the GPU to one VM at a time w... | 2025-10-23T23:44:11 | https://www.reddit.com/r/LocalLLaMA/comments/1oeiuyv/nvidia_gpu_for_llm_amd_gpu_as_a_vgpu_bridge/ | Prudent_Impact7692 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeiuyv | false | null | t3_1oeiuyv | /r/LocalLLaMA/comments/1oeiuyv/nvidia_gpu_for_llm_amd_gpu_as_a_vgpu_bridge/ | false | false | self | 1 | null |
Amongst safety cuts, Facebook is laying off the Open Source LLAMA folks | 483 | [https://www.nytimes.com/2025/10/23/technology/meta-layoffs-user-privacy.html?unlocked\_article\_code=1.vk8.8nWb.yFO38KVrwYZW&smid=nytcore-ios-share&referringSource=articleShare](https://www.nytimes.com/2025/10/23/technology/meta-layoffs-user-privacy.html?unlocked_article_code=1.vk8.8nWb.yFO38KVrwYZW&smid=nytcore-ios-s... | 2025-10-23T23:25:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oeigeh/amongst_safety_cuts_facebook_is_laying_off_the/ | eredhuin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeigeh | false | null | t3_1oeigeh | /r/LocalLLaMA/comments/1oeigeh/amongst_safety_cuts_facebook_is_laying_off_the/ | false | false | self | 483 | null |
Built Coyote — An AI Agent That Feels Like Texting a Friend and released first model supporting native Async Tools | 0 | hey all, just shipped [coyote](https://getcoyote.app) and wanted to share.
my idea was that most ai agents feel corporate and require setup/configuration. i built coyote as an agent that just feels natural — you text it, it handles tasks in the background, you keep working. no waiting, no friction.
• async task ex... | 2025-10-23T23:21:29 | https://getcoyote.app | fajfas3 | getcoyote.app | 1970-01-01T00:00:00 | 0 | {} | 1oeidck | false | null | t3_1oeidck | /r/LocalLLaMA/comments/1oeidck/built_coyote_an_ai_agent_that_feels_like_texting/ | false | false | default | 0 | null |
Picture in Picture / Webcam detect model on HuggingFace | 11 | Hey all! I posted a bit about this earlier, and got (rightly) called out for low effort posting on HF, thanks to the ones that pointed out my mistakes so that I could make it look more like a legitimate model people might use.
Long story short - I was looking for a model online that detects picture-in-picture webcam ... | 2025-10-23T23:15:35 | https://www.reddit.com/r/LocalLLaMA/comments/1oei8pl/picture_in_picture_webcam_detect_model_on/ | Affectionate-Pie7868 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oei8pl | false | null | t3_1oei8pl | /r/LocalLLaMA/comments/1oei8pl/picture_in_picture_webcam_detect_model_on/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'A6jgBajBWJPPZeHRyuc44WVYYyG3toYYYn2NJbqMK44', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/A6jgBajBWJPPZeHRyuc44WVYYyG3toYYYn2NJbqMK44.png?width=108&crop=smart&auto=webp&s=a39de4579d1a5925804a7f6e9bc7d3971044e92b', 'width': 108}, {'height': 116, 'url': 'h... |
Our groups GPU server (2x Ai Pro R9700, 2x RX7900 XTX) | 80 | As the title says. Due to financial limitations, we had to get the cheapest GPU server possible. It is actually mostly used for simulating complex physical systems with in-house written software.
Just last week we got our hands on two Asrock Creator Ai Pro R9700, which seemed to be sold too early by our vendor. Also, ... | 2025-10-23T22:51:23 | MrHighVoltage | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oehpe8 | false | null | t3_1oehpe8 | /r/LocalLLaMA/comments/1oehpe8/our_groups_gpu_server_2x_ai_pro_r9700_2x_rx7900/ | false | false | default | 80 | {'enabled': True, 'images': [{'id': '5cj8651wxxwf1', 'resolutions': [{'height': 71, 'url': 'https://preview.redd.it/5cj8651wxxwf1.png?width=108&crop=smart&auto=webp&s=ca2b623588b33aabc7560b8945921aa3c19893b3', 'width': 108}, {'height': 142, 'url': 'https://preview.redd.it/5cj8651wxxwf1.png?width=216&crop=smart&auto=web... | |
Has anyone else tried building a small ai model of themselves? | 0 | This might sound weird but i spent the last few weeks training a small model on my old emails, notes, and messages just to see what would happen.
It’s running locally on my laptop. no cloud, no api, nothing fancy. I just wanted to see if it could learn how i write and think. It’s not perfect, but it’s starting to *fee... | 2025-10-23T22:46:54 | https://www.reddit.com/r/LocalLLaMA/comments/1oehlot/has_anyone_else_tried_building_a_small_ai_model/ | EmergencyWay9804 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oehlot | false | null | t3_1oehlot | /r/LocalLLaMA/comments/1oehlot/has_anyone_else_tried_building_a_small_ai_model/ | false | false | self | 0 | null |
my ai clone started thinking on its own | 0 | woke up today to six emails i didn’t write.
they sounded exactly like me. same tone, same pacing, same little sarcastic twist i always use.
but i didn’t write them.
my clone did.
runs locally on my laptop. no cloud, no api, just my data.
trained it on everything i’ve written for years. emails, notes, message... | 2025-10-23T22:16:31 | https://www.reddit.com/r/LocalLLaMA/comments/1oegwsy/my_ai_clone_started_thinking_on_its_own/ | EmergencyWay9804 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oegwsy | false | null | t3_1oegwsy | /r/LocalLLaMA/comments/1oegwsy/my_ai_clone_started_thinking_on_its_own/ | false | false | self | 0 | null |
Is this a massive mistake? Super tight fit, 2x 3-slot GPU | 100 | "Two 3090s is the sweet spot" they said, "best value" they said. The top card literally touches the bottom one, no breathing room for the fans. This is how the PCIe-16x slots are spaced on the mobo. Not only is thermal a concern, both cards are drooping because they're so heavy.
What's the right thing to do here? Comp... | 2025-10-23T21:55:16 | https://www.reddit.com/gallery/1oegejr | zhambe | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oegejr | false | null | t3_1oegejr | /r/LocalLLaMA/comments/1oegejr/is_this_a_massive_mistake_super_tight_fit_2x/ | false | false | 100 | null | |
My article was blocked for self-promotion. | 0 | How is it self-promotion if I don't even use my real name? I added some tools to help the community. I'm not really sure how I can help the community if my posts get removed. I guess I'll go back to working on agents and leave this group to itself. Good luck. | 2025-10-23T21:54:42 | https://www.reddit.com/r/LocalLLaMA/comments/1oege1q/my_article_was_blocked_for_selfpromotion/ | MikeBeezzz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oege1q | false | null | t3_1oege1q | /r/LocalLLaMA/comments/1oege1q/my_article_was_blocked_for_selfpromotion/ | false | false | self | 0 | null |
AMD Officially Prices Radeon AI PRO R9700 At $1299 - 32GB VRAM - Launch Date Oct 27 | 295 | 2025-10-23T21:40:51 | https://wccftech.com/amd-officially-launches-radeon-ai-pro-r9700-at-1299/ | 1ncehost | wccftech.com | 1970-01-01T00:00:00 | 0 | {} | 1oeg2g6 | false | null | t3_1oeg2g6 | /r/LocalLLaMA/comments/1oeg2g6/amd_officially_prices_radeon_ai_pro_r9700_at_1299/ | false | false | 295 | {'enabled': False, 'images': [{'id': '1xRs-fKiMj0zISqC9vylqykmOso4ilpVoXcWW0J8xW4', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/1xRs-fKiMj0zISqC9vylqykmOso4ilpVoXcWW0J8xW4.jpeg?width=108&crop=smart&auto=webp&s=9ec8abe2317a709983cbe85ab3482b05538c511d', 'width': 108}, {'height': 121, 'url': '... | ||
Cerebras REAP'd GLM4.6: 25%, 30%, 40% pruned FP8 checkpoints on HF! | 201 | Hey everyone!
We've gotten a ton of positive feedback on our [previous](https://www.reddit.com/r/LocalLLaMA/comments/1o98f57/new_from_cerebras_reap_the_experts_why_pruning/) [posts](https://www.reddit.com/r/LocalLLaMA/comments/1obrde8/cerebras_reap_update_pruned_checkpoints_for/) about our REAP pruned MoE models.
W... | 2025-10-23T21:31:20 | https://www.reddit.com/r/LocalLLaMA/comments/1oefu29/cerebras_reapd_glm46_25_30_40_pruned_fp8/ | ilzrvch | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oefu29 | false | null | t3_1oefu29 | /r/LocalLLaMA/comments/1oefu29/cerebras_reapd_glm46_25_30_40_pruned_fp8/ | false | false | self | 201 | {'enabled': False, 'images': [{'id': 'AGpnB3Q_Xjisqwn0DU233BBKuTP9o7kSBGuVW7dOHBs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/AGpnB3Q_Xjisqwn0DU233BBKuTP9o7kSBGuVW7dOHBs.png?width=108&crop=smart&auto=webp&s=e9a6c29744cdc9d299fa055061183d980ab2bbca', 'width': 108}, {'height': 116, 'url': 'h... |
Best way to generate an audiobook with cloned voice | 7 | My late father was the author of a lengthy historical non-fiction book. He always wished to record an audiobook for the family, but never got it done.
I’d like to generate a audiobook for our family to hear his book in his own voice. What is the best way to use voice cloning on such a large text right now?
I have hou... | 2025-10-23T21:26:31 | https://www.reddit.com/r/LocalLLaMA/comments/1oefpuc/best_way_to_generate_an_audiobook_with_cloned/ | DisplaySmooth9830 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oefpuc | false | null | t3_1oefpuc | /r/LocalLLaMA/comments/1oefpuc/best_way_to_generate_an_audiobook_with_cloned/ | false | false | self | 7 | null |
Anybody running gpt-oss-120b on a MacBook Pro M4 max 128GB? | 3 | If you are, could you \*please\* let me know?
\-Thank you,
thinking of getting. one, want to know if I can run that particular model, at a reasonable speed. | 2025-10-23T21:16:06 | https://www.reddit.com/r/LocalLLaMA/comments/1oefgkn/anybody_running_gptoss120b_on_a_macbook_pro_m4/ | Appomattoxx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oefgkn | false | null | t3_1oefgkn | /r/LocalLLaMA/comments/1oefgkn/anybody_running_gptoss120b_on_a_macbook_pro_m4/ | false | false | self | 3 | null |
[FREE] I'll analyze any Reddit thread + teach you to recreate it in LM Studio (First 3 people) | 0 | I just built a system to deeply analyze Reddit threads and realized something cool - I can teach you the exact process using LM Studio.
**🎁 What you get (FREE for first 3 people):**
1. **Full Analysis Package:**
* Complete breakdown of your chosen thread
* Top insights ranked by engagement
* Theme frequency... | 2025-10-23T20:53:17 | https://www.reddit.com/r/LocalLLaMA/comments/1oeew19/free_ill_analyze_any_reddit_thread_teach_you_to/ | ForgotMyToothbrush | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeew19 | false | null | t3_1oeew19 | /r/LocalLLaMA/comments/1oeew19/free_ill_analyze_any_reddit_thread_teach_you_to/ | false | false | self | 0 | null |
2x MAX-Q RTX 6000 or workstation | 15 | Hey everyone, I’m currently in the process of buying components for this build.
Everything marked I’ve purchased and everything unmarked I’m waiting on for whatever reason.
I’m still a little unsure on two things
1) whether I want the 7000 threadripper versus the 9985 or 9995.
2) whether getting a third card is b... | 2025-10-23T20:48:16 | Direct_Bodybuilder63 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oeeqqf | false | null | t3_1oeeqqf | /r/LocalLLaMA/comments/1oeeqqf/2x_maxq_rtx_6000_or_workstation/ | false | false | 15 | {'enabled': True, 'images': [{'id': 'AsKVjlb7gGXLfKduha-BT1IxqH4J3CkXjfDx2Heq1-c', 'resolutions': [{'height': 42, 'url': 'https://preview.redd.it/06edhj4xbxwf1.jpeg?width=108&crop=smart&auto=webp&s=f615d25cb64ba6602f6385d2e66e14adb77f3311', 'width': 108}, {'height': 84, 'url': 'https://preview.redd.it/06edhj4xbxwf1.jpe... | ||
What LLM gave you your first "we have GPT-4 at home" moment? | 204 | For a long time, local models lagged ChatGPT 3.5 by a lot, and 4 was so far beyond that it felt hopeless. But now, you can run very good models at home.
So I'm curious, for your use-case, or just general usage, what was the point at which a model you ran locally finally caught up to what you saw from the paid models o... | 2025-10-23T20:46:35 | https://www.reddit.com/r/LocalLLaMA/comments/1oeep6p/what_llm_gave_you_your_first_we_have_gpt4_at_home/ | Klutzy-Snow8016 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeep6p | false | null | t3_1oeep6p | /r/LocalLLaMA/comments/1oeep6p/what_llm_gave_you_your_first_we_have_gpt4_at_home/ | false | false | self | 204 | null |
I spent months struggling to understand AI agents. Built a from scratch tutorial so you don't have to. | 470 | For the longest time, I felt lost trying to understand how AI agents actually work.
Every tutorial I found jumped straight into LangChain or CrewAI. The papers were full of architecture diagrams but vague about implementation. I'd follow along, copy-paste code, and it would work... but I had no idea why.
The breaking... | 2025-10-23T20:21:05 | https://www.reddit.com/r/LocalLLaMA/comments/1oee1ie/i_spent_months_struggling_to_understand_ai_agents/ | purellmagents | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oee1ie | false | null | t3_1oee1ie | /r/LocalLLaMA/comments/1oee1ie/i_spent_months_struggling_to_understand_ai_agents/ | false | false | self | 470 | {'enabled': False, 'images': [{'id': 'IaglhfjyUgrsuCl1PPnsXUJq7qqbBT3mPoQHX259chI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/IaglhfjyUgrsuCl1PPnsXUJq7qqbBT3mPoQHX259chI.png?width=108&crop=smart&auto=webp&s=fc37d91c7a76f9963080dd6e24af8526aceb78df', 'width': 108}, {'height': 108, 'url': 'h... |
Experimental Optical Encoder for Qwen3-VLM-2B-Instruct | 22 | Hey everyone!
So I am quite amazed with the innovation in DeepSeek-OCR model! I wanted to break it apart and try it out myself, so I asked myself - what if I extract the encoder to fit other existing VLMs?
[https://huggingface.co/Volkopat/DeepSeek-DeepEncoder](https://huggingface.co/Volkopat/DeepSeek-DeepEncoder)
I... | 2025-10-23T20:02:49 | https://www.reddit.com/r/LocalLLaMA/comments/1oedjz3/experimental_optical_encoder_for/ | AutoKinesthetics | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oedjz3 | false | null | t3_1oedjz3 | /r/LocalLLaMA/comments/1oedjz3/experimental_optical_encoder_for/ | false | false | self | 22 | {'enabled': False, 'images': [{'id': 'GyRdmAxNYryY9DrIsl7LtxidWX-kSgV-zMQTnHpOvwg', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/GyRdmAxNYryY9DrIsl7LtxidWX-kSgV-zMQTnHpOvwg.png?width=108&crop=smart&auto=webp&s=7fbe78d2be244b37e0d864d0d8c04bb84b6ee96d', 'width': 108}, {'height': 116, 'url': 'h... |
AMD ROCm 7.9 and dwindling GPU support | 9 | [https://github.com/ROCm/ROCm/releases/tag/therock-7.9.0](https://github.com/ROCm/ROCm/releases/tag/therock-7.9.0)
Maybe it's too early to say this, but the release notes don't look promising for older GPUs (MI50, MI100..etc). There's a note saying more GPUs will be supported so there's a dim chance but I wouldn't hol... | 2025-10-23T19:46:53 | https://www.reddit.com/r/LocalLLaMA/comments/1oed4y8/amd_rocm_79_and_dwindling_gpu_support/ | FriendlyRetriver | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oed4y8 | false | null | t3_1oed4y8 | /r/LocalLLaMA/comments/1oed4y8/amd_rocm_79_and_dwindling_gpu_support/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': '_UX_Z35dERx4JDjs0ULi70sQAdpiUN5-EIvkRh61MN4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_UX_Z35dERx4JDjs0ULi70sQAdpiUN5-EIvkRh61MN4.png?width=108&crop=smart&auto=webp&s=8b4d2cbbf42554cf17b1d1351eeafb78fbfb0c36', 'width': 108}, {'height': 108, 'url': 'h... |
Head to Head Test - Instruction Following + Hallucination Mitigation - GLM4.6 v Claude 4.5 | 14 | Apologies if any of this is super obvious, but I hope it's illuminating to some. I'm also very open to correction. If anyone finds my methodology to be flawed, tell me. Also: no AI generation used in this message. Just my ADHD brain and nimble fingers!
Anyone who's seen my name pop up around the forum probably kn... | 2025-10-23T19:42:46 | https://www.reddit.com/r/LocalLLaMA/comments/1oed18l/head_to_head_test_instruction_following/ | LoveMind_AI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oed18l | false | null | t3_1oed18l | /r/LocalLLaMA/comments/1oed18l/head_to_head_test_instruction_following/ | false | false | self | 14 | null |
LLM File Organization | 2 | At my job we have an incredibly messy network drive and one of the tasks that was passed down was organizing the drive. Whoever has an LLM helping out with file organization, what you you use, and how do you use it? | 2025-10-23T19:16:55 | https://www.reddit.com/r/LocalLLaMA/comments/1oecdlr/llm_file_organization/ | onephn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oecdlr | false | null | t3_1oecdlr | /r/LocalLLaMA/comments/1oecdlr/llm_file_organization/ | false | false | self | 2 | null |
Implementing Local Llama 3:8b RAG With Policy Files | 3 | Hi,
I'm working on a research project where I have to check the dataset of prompts for containing specific blocked topics.
For this reason, I'm using Llama 3:8b because that was the only one I was able to download considering my resources (but I would like suggestions on open-source models). Now for this model,... | 2025-10-23T19:03:42 | https://www.reddit.com/r/LocalLLaMA/comments/1oec13r/implementing_local_llama_38b_rag_with_policy_files/ | degr8sid | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oec13r | false | null | t3_1oec13r | /r/LocalLLaMA/comments/1oec13r/implementing_local_llama_38b_rag_with_policy_files/ | false | false | self | 3 | null |
What’s the smartest NON thinking model under 40B or so? | 11 | Seed 39B is excellent for thinking, but what about non-thinking? | 2025-10-23T19:03:31 | https://www.reddit.com/r/LocalLLaMA/comments/1oec0xm/whats_the_smartest_non_thinking_model_under_40b/ | Borkato | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oec0xm | false | null | t3_1oec0xm | /r/LocalLLaMA/comments/1oec0xm/whats_the_smartest_non_thinking_model_under_40b/ | false | false | self | 11 | null |
How much would a GPU boost gpt-oss-120b on a server CPU with 128 GB of RAM at 3-5 tps? | 0 | I have an AMD 5700g/B450 motherboard with 128 GB of DDR4 that can run gpt-oss-120b on the CPU at 3-5 tps. Before I look at replacing the motherboard with a Strix Halo motherboard, I was curious how much gpt-oss-120b would be accelerated by adding a NVidia 4060 or Intel ARC B580, to give the model some VRAM to perform... | 2025-10-23T18:56:05 | https://www.reddit.com/r/LocalLLaMA/comments/1oebtkr/how_much_would_a_gpu_boost_gptoss120b_on_a_server/ | MetricT | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oebtkr | false | null | t3_1oebtkr | /r/LocalLLaMA/comments/1oebtkr/how_much_would_a_gpu_boost_gptoss120b_on_a_server/ | false | false | self | 0 | null |
Can Qwen3-VL count my push-ups? (Ronnie Coleman voice) | 56 | Wanted to see if Qwen3-VL could handle something simple: counting push-ups. If it can’t do that, it’s not ready to be a good trainer.
Overview:
* Built on Gabber (will link repo)
* Used Qwen3-VL for vision to tracks body position & reps
* Cloned Ronnie Coleman’s voice for the trainer. That was… interesting.
* Output ... | 2025-10-23T18:50:17 | https://v.redd.it/pfn5nm7ypwwf1 | Weary-Wing-6806 | /r/LocalLLaMA/comments/1oebo07/can_qwen3vl_count_my_pushups_ronnie_coleman_voice/ | 1970-01-01T00:00:00 | 0 | {} | 1oebo07 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/pfn5nm7ypwwf1/DASHPlaylist.mpd?a=1763976702%2CNDU2N2NkN2Y4OTZmMDdmOGVjMWI0Mjc2Y2QzMTUxZTlhN2I1OWYxZmY2Y2Y2OWFkZDFmMmNkN2NkZjc1NjE3OA%3D%3D&v=1&f=sd', 'duration': 232, 'fallback_url': 'https://v.redd.it/pfn5nm7ypwwf1/DASH_1080.mp4?source=fallback', '... | t3_1oebo07 | /r/LocalLLaMA/comments/1oebo07/can_qwen3vl_count_my_pushups_ronnie_coleman_voice/ | false | false | default | 56 | {'enabled': False, 'images': [{'id': 'NDJxZTFsN3lwd3dmMSkQIYjP_oFpJvmih5U0oEGvnjDWhMxIFYeX2zHmhGBL', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/NDJxZTFsN3lwd3dmMSkQIYjP_oFpJvmih5U0oEGvnjDWhMxIFYeX2zHmhGBL.png?width=108&crop=smart&format=pjpg&auto=webp&s=56d7163d900b4338752fdf2f64646b490f359... |
Shifting from web development to AI Agent/Workflow Engineering , viable career? | 0 | I was on the path to becoming a full-stack web developer but have become fascinated with building AI agents and workflows (integrating LLMs with tools/data). I'm considering dropping web dev to go all in on this for the next 8 months. Espeically ever since i found the web dev market to be incredibly saturated, competet... | 2025-10-23T18:46:26 | https://www.reddit.com/r/LocalLLaMA/comments/1oebkd6/shifting_from_web_development_to_ai_agentworkflow/ | Affectionate-Army458 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oebkd6 | false | null | t3_1oebkd6 | /r/LocalLLaMA/comments/1oebkd6/shifting_from_web_development_to_ai_agentworkflow/ | false | false | self | 0 | null |
GPT-OSS 20B reasoning low vs medium vs high | 10 | I noticed that the “low” reasoning setting runs about four times faster than the “high” setting, but I haven’t found any example prompts where “high” succeeds while “low” fails. Do you have any? | 2025-10-23T18:42:09 | https://www.reddit.com/r/LocalLLaMA/comments/1oebgam/gptoss_20b_reasoning_low_vs_medium_vs_high/ | Inevitable_Ant_2924 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oebgam | false | null | t3_1oebgam | /r/LocalLLaMA/comments/1oebgam/gptoss_20b_reasoning_low_vs_medium_vs_high/ | false | false | self | 10 | null |
Built Story Keeper: AI agents with narrative continuity instead of just memory [Open Source] | 1 | [removed] | 2025-10-23T18:39:21 | https://www.reddit.com/r/LocalLLaMA/comments/1oebdod/built_story_keeper_ai_agents_with_narrative/ | After_Helicopter8523 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oebdod | false | null | t3_1oebdod | /r/LocalLLaMA/comments/1oebdod/built_story_keeper_ai_agents_with_narrative/ | false | false | self | 1 | null |
Nearly all software for AI is ass! Worse than all other open source software | 0 | I have been trying to get local ai up and running and it was fucking awful. Of course code and architecture is so bad that it needs a docker. Issues with it not passing the path to the backend correctly, so the models don't load. vllm giving errors with "device string must not be empty". And the UI, it's so fucking awf... | 2025-10-23T18:31:29 | https://www.reddit.com/r/LocalLLaMA/comments/1oeb6co/nearly_all_software_for_ai_is_ass_worse_than_all/ | AdventurousFly4909 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeb6co | false | null | t3_1oeb6co | /r/LocalLLaMA/comments/1oeb6co/nearly_all_software_for_ai_is_ass_worse_than_all/ | false | false | self | 0 | null |
What’s the best and most reliable LLM benchmarking site or arena right now? | 8 | I’ve been trying to make sense of the current landscape of LLM leaderboards like Chatbot Arena, HELM, Hugging Face’s Open LLM Leaderboard, AlpacaEval, Arena-Hard, etc.
Some focus on human preference, others on standardized accuracy, and a few mix both. The problem is, every leaderboard seems to tell a slightly differe... | 2025-10-23T18:18:41 | https://www.reddit.com/r/LocalLLaMA/comments/1oeaucp/whats_the_best_and_most_reliable_llm_benchmarking/ | fflarengo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeaucp | false | null | t3_1oeaucp | /r/LocalLLaMA/comments/1oeaucp/whats_the_best_and_most_reliable_llm_benchmarking/ | false | false | self | 8 | null |
Has anyone here tested the 1 trillion parameters models? | 2 | Models such as Ling 1T, Ring 1T and Kimi K2. With Safetensor files of up to 2 TB. How are these models used in 16-bit? | 2025-10-23T18:13:13 | https://www.reddit.com/r/LocalLLaMA/comments/1oeap91/has_anyone_here_tested_the_1_trillion_parameters/ | zoxtech | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oeap91 | false | null | t3_1oeap91 | /r/LocalLLaMA/comments/1oeap91/has_anyone_here_tested_the_1_trillion_parameters/ | false | false | self | 2 | null |
10K Pre-Built Docker Images for arXiv Papers | 2 | Recently, we've shared how we automatically create Dockerfiles and images for code associated with new arXiv preprints, soon to be linked directly to the papers
[https://www.reddit.com/r/LocalLLaMA/comments/1nm9ro2/prebuilt\_docker\_images\_linked\_to\_the\_arxiv\_papers/](https://www.reddit.com/r/LocalLLaMA/commen... | 2025-10-23T17:53:17 | https://www.reddit.com/r/LocalLLaMA/comments/1oea5xv/10k_prebuilt_docker_images_for_arxiv_papers/ | remyxai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oea5xv | false | null | t3_1oea5xv | /r/LocalLLaMA/comments/1oea5xv/10k_prebuilt_docker_images_for_arxiv_papers/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'jpHYYlAqMZ3RfUMidq1XHrNg6p20pZHoBSMkFn5tRNU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/jpHYYlAqMZ3RfUMidq1XHrNg6p20pZHoBSMkFn5tRNU.png?width=108&crop=smart&auto=webp&s=39512ce4eee3c98a8405c2c622fafa48cd74f706', 'width': 108}, {'height': 108, 'url': 'h... |
Might the DeepSeek-OCR paper be a key innovation for smarter models? | 28 | [https://nitter.net/karpathy/status/1980397031542989305](https://nitter.net/karpathy/status/1980397031542989305)
>I quite like the new DeepSeek-OCR paper. It's a good OCR model (maybe a bit worse than dots), and yes data collection etc., but anyway it doesn't matter.
>The more interesting part for me (esp as a comput... | 2025-10-23T17:51:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oea48t/might_the_deepseekocr_paper_be_a_key_innovation/ | TheRealMasonMac | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oea48t | false | null | t3_1oea48t | /r/LocalLLaMA/comments/1oea48t/might_the_deepseekocr_paper_be_a_key_innovation/ | false | false | self | 28 | null |
Looking to get a Strix Halo for local AI? 100% avoid random no-name brands like Bee-link! | 0 | 2025-10-23T17:49:44 | pixelpoet_nz | i.imgur.com | 1970-01-01T00:00:00 | 0 | {} | 1oea2k4 | false | null | t3_1oea2k4 | /r/LocalLLaMA/comments/1oea2k4/looking_to_get_a_strix_halo_for_local_ai_100/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'bGBn9ue0VCIGzdUbpY9JFfaWY_two8WrUw6dU9sfAtY', 'resolutions': [{'height': 49, 'url': 'https://external-preview.redd.it/bGBn9ue0VCIGzdUbpY9JFfaWY_two8WrUw6dU9sfAtY.png?width=108&crop=smart&auto=webp&s=ca9629990c5117048051140e1eb23cde964c6d0b', 'width': 108}, {'height': 98, 'url': 'htt... | ||
Is the OCR race starting? I’ve counted 7 new models in October already... | 1 | [removed] | 2025-10-23T17:35:47 | https://www.reddit.com/r/LocalLLaMA/comments/1oe9pj1/is_the_ocr_race_starting_ive_counted_7_new_models/ | VincentBui_AI | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe9pj1 | false | null | t3_1oe9pj1 | /r/LocalLLaMA/comments/1oe9pj1/is_the_ocr_race_starting_ive_counted_7_new_models/ | false | false | self | 1 | null |
AMD Benchmarks (no, there is none) for Ryzen 395 Hybrid (NPU+GPU) mode | 5 | [https://www.amd.com/en/developer/resources/technical-articles/2025/unlocking-peak-ai-performance-with-mlperf-client-on-ryzen-ai-.html](https://www.amd.com/en/developer/resources/technical-articles/2025/unlocking-peak-ai-performance-with-mlperf-client-on-ryzen-ai-.html)
If I read this correctly:
\- hybrid mode is s... | 2025-10-23T17:31:10 | https://www.reddit.com/r/LocalLLaMA/comments/1oe9kzj/amd_benchmarks_no_there_is_none_for_ryzen_395/ | MarkoMarjamaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe9kzj | false | null | t3_1oe9kzj | /r/LocalLLaMA/comments/1oe9kzj/amd_benchmarks_no_there_is_none_for_ryzen_395/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': '5Izueytu5TPvLr7SHMMr5PY0J_f1-U3Qn18d0nwl8pU', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/5Izueytu5TPvLr7SHMMr5PY0J_f1-U3Qn18d0nwl8pU.jpeg?width=108&crop=smart&auto=webp&s=d98c8160cc37ffac08b5eb7b314736852fd76e76', 'width': 108}, {'height': 121, 'url': '... |
R9700 + 7900XTX If you have these cards, let's share our observations | 4 | I'd like to know how many of us are here and what you load your cards with.
Right now, it seems like the R9700, judging by the reviews, is significantly inferior to the Mi50/MI60. Can anyone refute this?
We have 2xR9700 and it loosing in inference speed 20-30% for 7900XTX.
I use VLLM in mixed mode, but it super uns... | 2025-10-23T17:28:56 | https://www.reddit.com/r/LocalLLaMA/comments/1oe9itw/r9700_7900xtx_if_you_have_these_cards_lets_share/ | djdeniro | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe9itw | false | null | t3_1oe9itw | /r/LocalLLaMA/comments/1oe9itw/r9700_7900xtx_if_you_have_these_cards_lets_share/ | false | false | self | 4 | null |
llama2 may not be as smart as newer LLMs, but it does have personality LOL | 24 | As the title says, I tried running an ancient model by today’s standards for nostalgia, and I’m impressed to see that it still retains its “personality,” lol. These models are obviously very dated by today’s standards, but it’s interesting to see how much the technology has improved in such a short time span. Are you a... | 2025-10-23T17:19:24 | junior600 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oe99n3 | false | null | t3_1oe99n3 | /r/LocalLLaMA/comments/1oe99n3/llama2_may_not_be_as_smart_as_newer_llms_but_it/ | false | false | default | 24 | {'enabled': True, 'images': [{'id': '1uk9ze6f9wwf1', 'resolutions': [{'height': 82, 'url': 'https://preview.redd.it/1uk9ze6f9wwf1.png?width=108&crop=smart&auto=webp&s=65482017494c3aa61e38ff6b1bdeb3fbae99695c', 'width': 108}, {'height': 164, 'url': 'https://preview.redd.it/1uk9ze6f9wwf1.png?width=216&crop=smart&auto=web... | |
LightOn Launches LightOnOCR An OCR Model From 1b Up To 0.9 | 19 | The inference time is faster, in fact the graphs show that they are superior to Mistral OCR API, currently all models outperform Mistral OCR
Models :
https://hf.co/collections/lightonai/lightonocr
Info :
https://x.com/staghado/status/1981379888301867299?t=QWpXfGoWhuUo3AQuA7ZvGw&s=19 | 2025-10-23T17:18:04 | https://www.reddit.com/gallery/1oe98c8 | Illustrious-Swim9663 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oe98c8 | false | null | t3_1oe98c8 | /r/LocalLLaMA/comments/1oe98c8/lighton_launches_lightonocr_an_ocr_model_from_1b/ | false | false | 19 | null | |
Distil NPC: Family of SLMs responsing as NPCs | 14 | we finetuned Google's Gemma 270m (and 1b) small language models specialized in having conversations as non-playable characters (NPC) found in various video games. Our goal is to enhance the experience of interacting in NPSs in games by enabling natural language as means of communication (instead of single-choice dialo... | 2025-10-23T17:14:32 | party-horse | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oe94w6 | false | null | t3_1oe94w6 | /r/LocalLLaMA/comments/1oe94w6/distil_npc_family_of_slms_responsing_as_npcs/ | false | false | default | 14 | {'enabled': True, 'images': [{'id': 'vd644k6p9wwf1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/vd644k6p9wwf1.jpeg?width=108&crop=smart&auto=webp&s=ad82044748da345492428fb01aba41b639841c22', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/vd644k6p9wwf1.jpeg?width=216&crop=smart&auto=... | |
5060ti chads... ram overclocking, the phantom menace | 0 | Hey there, it's me again.
tl;dr
further tinkering for gpt-oss 120b has resulted in:
Prompt: tell me a long story (response t/s speed on long responses)
- prompt eval time = 143.31 ms / 8 tokens ( 17.91 ms per token, 55.82 tokens per second)
- eval time = 198890.20 ms / 7401 tokens ( 26.87 ms per ... | 2025-10-23T17:04:07 | https://www.reddit.com/r/LocalLLaMA/comments/1oe8v21/5060ti_chads_ram_overclocking_the_phantom_menace/ | see_spot_ruminate | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe8v21 | false | null | t3_1oe8v21 | /r/LocalLLaMA/comments/1oe8v21/5060ti_chads_ram_overclocking_the_phantom_menace/ | false | false | self | 0 | null |
TechBrew Podcast interviews Hugging Face Founder Clément Delangue | 2 | https://www.ridehome.info/show/techmeme-ride-home/bns-hugging-face-founder-clement-delangue/
“Clem discusses his journey from early computing experiences to founding Hugging Face, emphasizing the importance of community, collaboration, and open-source technology in the AI landscape. He reflects on the evolution of tec... | 2025-10-23T17:01:05 | https://www.reddit.com/r/LocalLLaMA/comments/1oe8s2o/techbrew_podcast_interviews_hugging_face_founder/ | pscoutou | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe8s2o | false | null | t3_1oe8s2o | /r/LocalLLaMA/comments/1oe8s2o/techbrew_podcast_interviews_hugging_face_founder/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'gKjp-ie0ZYqQX6iMq7QskHm4w__IepGpjijwo0zhH6o', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/gKjp-ie0ZYqQX6iMq7QskHm4w__IepGpjijwo0zhH6o.png?width=108&crop=smart&auto=webp&s=1bc026a9dd41ae605da48f3ff4617728de4d93cb', 'width': 108}, {'height': 113, 'url': 'h... |
Looking for local LLM with tools to analyze local markdown notes | 2 | I have a bunch of markdown files with my own notes. I'd like to setup a local LLM to answer questions based on the information recorded in my notes. Setting up RAG is inconvenient. I would like to have an agentic workflow. I.e., the LLM will be given tools to search for keywords (grep), and read individual notes.
I t... | 2025-10-23T17:00:51 | https://www.reddit.com/r/LocalLLaMA/comments/1oe8rtd/looking_for_local_llm_with_tools_to_analyze_local/ | dowel79 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe8rtd | false | null | t3_1oe8rtd | /r/LocalLLaMA/comments/1oe8rtd/looking_for_local_llm_with_tools_to_analyze_local/ | false | false | self | 2 | null |
Surf - opensource note organizer that uses local models | 2 | Their website: [https://deta.surf/](https://deta.surf/)
Their github: [https://github.com/deta/surf](https://github.com/deta/surf) | 2025-10-23T16:59:58 | https://x.com/detahq/status/1981009934562271520 | previse_je_sranje | x.com | 1970-01-01T00:00:00 | 0 | {} | 1oe8qvp | false | null | t3_1oe8qvp | /r/LocalLLaMA/comments/1oe8qvp/surf_opensource_note_organizer_that_uses_local/ | false | false | default | 2 | null |
M5 iPad runs 8B-Q4 model. | 39 | Not too much of a surprise that the new M5 iPad (11" Base model with 12 GB of RAM) will run an 8B Q4 model. Please see the screenshot. I asked it to explain how to solve a Rubik's Cube, and it gave a decent answer and a respectable 23 tokens per second. The app I'm using is called Noema AI, and I like it a lot because ... | 2025-10-23T16:50:14 | jarec707 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oe8hjh | false | null | t3_1oe8hjh | /r/LocalLLaMA/comments/1oe8hjh/m5_ipad_runs_8bq4_model/ | false | false | default | 39 | {'enabled': True, 'images': [{'id': 'cq5w77gg5wwf1', 'resolutions': [{'height': 74, 'url': 'https://preview.redd.it/cq5w77gg5wwf1.jpeg?width=108&crop=smart&auto=webp&s=4e06a48343462ce58994ea12e7757a5145205d61', 'width': 108}, {'height': 148, 'url': 'https://preview.redd.it/cq5w77gg5wwf1.jpeg?width=216&crop=smart&auto=w... | |
I will try to benchmark every LLM + GPU combination you request in the comments | 14 | Hi guys,
I’ve been running benchmarks for different LLM and GPU combinations, and I’m planning to create even more based on your suggestions.
If there’s a specific model + GPU combo you’d like to see benchmarked, drop it in the comments and I’ll try to include it in the next batch. Any ideas or requests? | 2025-10-23T16:38:41 | https://www.reddit.com/r/LocalLLaMA/comments/1oe86sk/i_will_try_to_benchmark_every_llm_gpu_combination/ | Level-Park3820 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe86sk | false | null | t3_1oe86sk | /r/LocalLLaMA/comments/1oe86sk/i_will_try_to_benchmark_every_llm_gpu_combination/ | false | false | self | 14 | null |
Context Sync - Persistent memory for AI assistants via MCP (local SQLite) | 5 | Built an MCP server that solves persistent memory for AI assistants.
**Technical:**
- MCP (Model Context Protocol) server
- SQLite local storage
- Supports Claude Desktop + Cursor IDE
- 50+ tools: file ops, git, code analysis
**Architecture:**
AI connects to MCP server → server maintains context → context available a... | 2025-10-23T16:38:10 | https://www.reddit.com/r/LocalLLaMA/comments/1oe86ak/context_sync_persistent_memory_for_ai_assistants/ | Spiritual_Dig_4502 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe86ak | false | null | t3_1oe86ak | /r/LocalLLaMA/comments/1oe86ak/context_sync_persistent_memory_for_ai_assistants/ | false | false | self | 5 | null |
State of Open OCR models | 323 | Hello folks! it's Merve from Hugging Face 🫡
You might have noticed there has been many open OCR models released lately 😄 they're cheap to run compared to closed ones, some even run on-device
But it's hard to compare them and have a guideline on picking among upcoming ones, so we have broken it down for you in a blo... | 2025-10-23T16:19:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oe7orf/state_of_open_ocr_models/ | unofficialmerve | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe7orf | false | null | t3_1oe7orf | /r/LocalLLaMA/comments/1oe7orf/state_of_open_ocr_models/ | false | false | self | 323 | {'enabled': False, 'images': [{'id': 'G4K-oUFdGR4UKUhkpnQq7XWHvzLgoIroUR7ve51s2-A', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/G4K-oUFdGR4UKUhkpnQq7XWHvzLgoIroUR7ve51s2-A.png?width=108&crop=smart&auto=webp&s=92efd5632ba1de1b3bb8bf9ba7403e5f83aa2dfa', 'width': 108}, {'height': 108, 'url': 'h... |
Is MLX working with new M5 matmul yet? | 12 | Not a dev so I don't speak git, but [this article](https://creativestrategies.com/research/m5-apple-silicon-its-all-about-the-cache-and-tensors/) implies that there is "preliminary support" for new in MLX. It references this issue:
\[Experiment\] Use metal performance primitives by sstame20 · Pull Request #2687 · ml-e... | 2025-10-23T15:54:39 | https://www.reddit.com/r/LocalLLaMA/comments/1oe70jh/is_mlx_working_with_new_m5_matmul_yet/ | PracticlySpeaking | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe70jh | false | null | t3_1oe70jh | /r/LocalLLaMA/comments/1oe70jh/is_mlx_working_with_new_m5_matmul_yet/ | false | false | self | 12 | {'enabled': False, 'images': [{'id': 'Q2xBilXV7Ti0gsi3yVDBQamNXIUpIMf8o4fgy6a0lyM', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Q2xBilXV7Ti0gsi3yVDBQamNXIUpIMf8o4fgy6a0lyM.jpeg?width=108&crop=smart&auto=webp&s=7e0633dc7fd9fd3c23874b04d3548df0cd6a8ada', 'width': 108}, {'height': 121, 'url': '... |
VT Code — Rust terminal coding agent doing AST-aware edits + local model workflows | 20 | Hi all — I’m the author of **VT Code**, an open-source Rust CLI/TUI coding agent built around structural code editing (via Tree-sitter + ast-grep) and multi-provider LLM support — including local model workflows via Ollama.
Link: [https://github.com/vinhnx/vtcode](https://github.com/vinhnx/vtcode)
**Why this is rele... | 2025-10-23T15:51:59 | https://www.reddit.com/r/LocalLLaMA/comments/1oe6y1a/vt_code_rust_terminal_coding_agent_doing_astaware/ | vinhnx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe6y1a | false | null | t3_1oe6y1a | /r/LocalLLaMA/comments/1oe6y1a/vt_code_rust_terminal_coding_agent_doing_astaware/ | false | false | self | 20 | {'enabled': False, 'images': [{'id': '0oWLE4F8cq5gqDsi4IoaZ-4LgmdLTbegp1xeorCkHI4', 'resolutions': [{'height': 61, 'url': 'https://external-preview.redd.it/0oWLE4F8cq5gqDsi4IoaZ-4LgmdLTbegp1xeorCkHI4.png?width=108&crop=smart&auto=webp&s=55605dc24c1eba9008c14a1e5f0edb87ab1e4e9c', 'width': 108}, {'height': 123, 'url': 'h... |
Create diverse responses from single prompt to LLMs using Beam search | 1 | https://github.com/chatroutes/chatroutes-autobranch
Beam Search – Pick the best K candidates by configurable scoring
🌈 Diversity Control – Ensure variety via novelty pruning (cosine similarity, MMR)
🛑 Smart Stopping – Know when to stop via entropy/information-gain metrics
💰 Budget Management – Keep costs predictabl... | 2025-10-23T15:43:47 | https://www.reddit.com/r/LocalLLaMA/comments/1oe6q6g/create_diverse_responses_from_single_prompt_to/ | sleaktrade | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe6q6g | false | null | t3_1oe6q6g | /r/LocalLLaMA/comments/1oe6q6g/create_diverse_responses_from_single_prompt_to/ | false | false | self | 1 | null |
Does AI often get angry | 0 | Very new to AI, started using llama 3.2 via plugin for the game development engine GODOT.
It seems to assign a random name to itself each time it starts up, for a joke i started calling it Dave and it got very "angry" and near the end suggested it might stop answering my questions if i didn't refer to it by it's real ... | 2025-10-23T15:40:03 | https://www.reddit.com/r/LocalLLaMA/comments/1oe6mif/does_ai_often_get_angry/ | Imaginary_East7336 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe6mif | false | null | t3_1oe6mif | /r/LocalLLaMA/comments/1oe6mif/does_ai_often_get_angry/ | false | false | self | 0 | null |
C++ worth it for a local LLM server implementation? Thinking of switching Lemonade from Python to C++ (demo with voiceover) | 12 | Over the last 48 hours I've built a proof-of-concept pure C++ implementation of Lemonade. It's going pretty well so I want to get people's thoughts here as the team decides whether to replace the Python implementation.
So far, the ported features are:
* AMD NPU, GPU, and CPU support on Windows via Ryzen AI SW 1.6, Fa... | 2025-10-23T15:35:04 | https://v.redd.it/wyjbad07pvwf1 | jfowers_amd | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oe6hvs | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/wyjbad07pvwf1/DASHPlaylist.mpd?a=1763825719%2CNTY4NjZiYWMzMGQ5YTIxNWNmNTIzNDNhNjg4NjQ2ZDZiZTZkNjkyMzcxOTkzNTMzOWYxOWE0ZTI1OGEzZTA3Ng%3D%3D&v=1&f=sd', 'duration': 61, 'fallback_url': 'https://v.redd.it/wyjbad07pvwf1/DASH_1080.mp4?source=fallback', 'h... | t3_1oe6hvs | /r/LocalLLaMA/comments/1oe6hvs/c_worth_it_for_a_local_llm_server_implementation/ | false | false | 12 | {'enabled': False, 'images': [{'id': 'YTltZ3NjMDdwdndmMZDefYhOjxF6Oonl06ZspNuuLgsqptkGVQiT3n8KC0wx', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/YTltZ3NjMDdwdndmMZDefYhOjxF6Oonl06ZspNuuLgsqptkGVQiT3n8KC0wx.png?width=108&crop=smart&format=pjpg&auto=webp&s=dc468f2b44a461409fe40807cf8dd024dffe5... | |
The Agent Operating System: A Vision for Canonical AI Agent Development | 0 | If you’re building AI agents today, you’re probably making the same mistake everyone else is. It’s invisible, it’s subtle, and it’s silently breaking your projects.
You’re relying on “magic strings” to call tools, protocols, and other agents. One typo, one version mismatch, and your entire system could crumble. Sound ... | 2025-10-23T15:35:00 | https://medium.com/@mbonsign/the-agent-operating-system-a-vision-for-canonical-ai-agent-development-79e8c2391f74 | MikeBeezzz | medium.com | 1970-01-01T00:00:00 | 0 | {} | 1oe6htm | false | null | t3_1oe6htm | /r/LocalLLaMA/comments/1oe6htm/the_agent_operating_system_a_vision_for_canonical/ | false | false | default | 0 | null |
Multilingual RAG chatbot challenges – how are you handling bilingual retrieval? | 3 | I’m working on a bilingual RAG chatbot that supports two languages — for example English–French or English–Arabic.
Here’s my setup and what’s going wrong:
- The chatbot has two language modes — English and the second language (French or Arabic).
- My RAG documents are mixed: some in English, some in the other languag... | 2025-10-23T15:20:54 | https://www.reddit.com/r/LocalLLaMA/comments/1oe64jz/multilingual_rag_chatbot_challenges_how_are_you/ | Funny_Working_7490 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe64jz | false | null | t3_1oe64jz | /r/LocalLLaMA/comments/1oe64jz/multilingual_rag_chatbot_challenges_how_are_you/ | false | false | self | 3 | null |
Running 8B models on new M5 iPad? | 0 | I’m getting the new iPad since mine died and wondering if anyone tested running the 8B models on the iPad yet. | 2025-10-23T15:12:18 | PhaseExtra1132 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oe5wjc | false | null | t3_1oe5wjc | /r/LocalLLaMA/comments/1oe5wjc/running_8b_models_on_new_m5_ipad/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'y3coiuiznvwf1', 'resolutions': [{'height': 102, 'url': 'https://preview.redd.it/y3coiuiznvwf1.jpeg?width=108&crop=smart&auto=webp&s=418e84c5e159c46a302ce28b0429b5550aa201cc', 'width': 108}, {'height': 204, 'url': 'https://preview.redd.it/y3coiuiznvwf1.jpeg?width=216&crop=smart&auto=... | |
Is editing videos with llms possible? | 3 | I was thinking to find a way to edit youtube videos with llms. If the youtube video has audio of someone's talking it should be fairly easy. Since we have the person in the video and the text from his speech and it should be fairly easy to match those audios and remove mistakes.
But let's say for example i want to make... | 2025-10-23T15:11:59 | https://www.reddit.com/r/LocalLLaMA/comments/1oe5w8n/is_editing_videos_with_llms_possible/ | lumos675 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe5w8n | false | null | t3_1oe5w8n | /r/LocalLLaMA/comments/1oe5w8n/is_editing_videos_with_llms_possible/ | false | false | self | 3 | null |
Best option for audio or video transcription now? | 7 | Hi Folks!
I am a social science researcher who is working to set up a small computer lab for fellow academics who need access to software and space. We have two windows computers available in the lab. What is the best current option for transcription? We prefer to have a local rather than cloud based service and cheap... | 2025-10-23T14:57:27 | https://www.reddit.com/r/LocalLLaMA/comments/1oe5igo/best_option_for_audio_or_video_transcription_now/ | karenspeaks | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe5igo | false | null | t3_1oe5igo | /r/LocalLLaMA/comments/1oe5igo/best_option_for_audio_or_video_transcription_now/ | false | false | self | 7 | null |
PDF & image support to my document translation pipeline | 2 | Hey folks,
I’ve built a document translation system using **Ollama + FastAPI + Celery** with the **gemma3:27b** model.
Right now, the pipeline only supports **.docx** files — I replace the original content directly with the translated text.
However, most users are uploading **PDFs or scanned images (A4 pages)**, so... | 2025-10-23T14:40:44 | https://www.reddit.com/r/LocalLLaMA/comments/1oe52l6/pdf_image_support_to_my_document_translation/ | Low_Fix_8323 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe52l6 | false | null | t3_1oe52l6 | /r/LocalLLaMA/comments/1oe52l6/pdf_image_support_to_my_document_translation/ | false | false | self | 2 | null |
Real Agentic AI in your pocket: Introducing the evolution of BastionChat 🚀 | 1 | [removed] | 2025-10-23T14:30:29 | frayala87 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oe4sx8 | false | null | t3_1oe4sx8 | /r/LocalLLaMA/comments/1oe4sx8/real_agentic_ai_in_your_pocket_introducing_the/ | false | false | 1 | {'enabled': True, 'images': [{'id': 'tTSjry2OggT-vGhSjw3hCI17woxH32CjkXQJf3IaaOA', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/p7vlpzrdgvwf1.png?width=108&crop=smart&auto=webp&s=159c210e5021562f48036717e0634ffca582e080', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/p7vlpzrdgvwf1.pn... | ||
Virus Total integration on Hugging Face | 72 | Hey! We've just integrated Virus Total as security scanning partner. You should get a lot more AV scanners working on your files out of the box!
Super happy to have them on board, curious to hear what yall think about this :)
FYI, we don't have all files scanned atm, should expand as more files are moved to xet (whi... | 2025-10-23T13:54:49 | https://www.reddit.com/r/LocalLLaMA/comments/1oe3wfs/virus_total_integration_on_hugging_face/ | McPotates | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe3wfs | false | null | t3_1oe3wfs | /r/LocalLLaMA/comments/1oe3wfs/virus_total_integration_on_hugging_face/ | false | false | 72 | {'enabled': False, 'images': [{'id': 'TwKiQ2XM7P28_0o53Sg5het24dh0s2bGVXdozQe9a5g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/TwKiQ2XM7P28_0o53Sg5het24dh0s2bGVXdozQe9a5g.png?width=108&crop=smart&auto=webp&s=b8cbd5f4721564e3a376aff377fe2e08296f7e8e', 'width': 108}, {'height': 108, 'url': 'h... | |
Distraction-free minimalist Web UI for OpenAI APIs? | 1 | I want to run a minimalist, distraction free UI, connecting to an OpenAI API I choose.
No sidebar. No fixed top bar or bottom bar that wastes precious vertical space. Higher information density in UI - no whitespace wasting "modern" layout. No wrapping/hiding of generated code if there is plenty of horizontal space av... | 2025-10-23T13:43:08 | https://www.reddit.com/r/LocalLLaMA/comments/1oe3mdv/distractionfree_minimalist_web_ui_for_openai_apis/ | Bird476Shed | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe3mdv | false | null | t3_1oe3mdv | /r/LocalLLaMA/comments/1oe3mdv/distractionfree_minimalist_web_ui_for_openai_apis/ | false | false | self | 1 | null |
Test of DeepSeek-OCR on Mac computers | 2 | Test of DeepSeek-OCR on Mac computers
Equipment: mac m2
Operation: CPU Mode
Source code address: [https://github.com/kotlef/deepseekocrGradio](https://github.com/kotlef/deepseekocrGradio)
https://preview.redd.it/j80ewfhf7vwf1.png?width=3126&format=png&auto=webp&s=5343dcc44578ebc66bd24d639704173871109d38
https://pr... | 2025-10-23T13:41:29 | https://www.reddit.com/r/LocalLLaMA/comments/1oe3kxx/test_of_deepseekocr_on_mac_computers/ | kotleff | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe3kxx | false | null | t3_1oe3kxx | /r/LocalLLaMA/comments/1oe3kxx/test_of_deepseekocr_on_mac_computers/ | false | false | 2 | {'enabled': False, 'images': [{'id': '5PN2kqyW_lIr90GAd9TX_yPBrrWp6lHHBVKQ_GY1I_0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/5PN2kqyW_lIr90GAd9TX_yPBrrWp6lHHBVKQ_GY1I_0.png?width=108&crop=smart&auto=webp&s=e38054ad0550a58bb28cb904867deb02e9a8b6ca', 'width': 108}, {'height': 108, 'url': 'h... | |
I built this small app to translate text using AI models | 0 | 2025-10-23T13:00:27 | https://v.redd.it/z2mvbwl20vwf1 | ozgrozer | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oe2mrb | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/z2mvbwl20vwf1/DASHPlaylist.mpd?a=1763816444%2CNTBkODcxZTA5ZjJjODhkNzhlMzIwNGQ2OGEwZTYxOGRlMDI3MTdlYWM1OTE4NzliNTA0OGZhNWE2OWM4Y2IzMw%3D%3D&v=1&f=sd', 'duration': 23, 'fallback_url': 'https://v.redd.it/z2mvbwl20vwf1/DASH_1080.mp4?source=fallback', 'h... | t3_1oe2mrb | /r/LocalLLaMA/comments/1oe2mrb/i_built_this_small_app_to_translate_text_using_ai/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'dXRneW53bDIwdndmMVBMtxY23lm3TbtEsD6udi7i7aEyWPJO1xh1yVp3BVbz', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/dXRneW53bDIwdndmMVBMtxY23lm3TbtEsD6udi7i7aEyWPJO1xh1yVp3BVbz.png?width=108&crop=smart&format=pjpg&auto=webp&s=fc1bd3b0c1e6dea2b6eb1a1a75fef28bd6305... | ||
Pokee AI - Opensource 7B model for deep research | 12 | I asked it to give me Universities that fit specific criteria. 30 min later it produced a report with sources and really emphasized on verifying my criteria was met. It doesn't feel like just a 7B model, it's pretty good.. or maybe 7B models got too good :D? | 2025-10-23T12:53:44 | https://x.com/Pokee_AI/status/1981040897346179256 | previse_je_sranje | x.com | 1970-01-01T00:00:00 | 0 | {} | 1oe2him | false | null | t3_1oe2him | /r/LocalLLaMA/comments/1oe2him/pokee_ai_opensource_7b_model_for_deep_research/ | false | false | default | 12 | null |
Chonky – a neural text semantic chunking goes multilingual | 10 | TLDR: I’m expanding the family of text-splitting Chonky models with new multilingual model: [https://huggingface.co/mirth/chonky\_mmbert\_small\_multilingual\_1](https://huggingface.co/mirth/chonky_mmbert_small_multilingual_1)
You can learn more about this neural approach in a previous post: [https://www.reddit.com/r/... | 2025-10-23T12:53:33 | https://github.com/mirth/chonky | SpiritedTrip | github.com | 1970-01-01T00:00:00 | 0 | {} | 1oe2hcz | false | null | t3_1oe2hcz | /r/LocalLLaMA/comments/1oe2hcz/chonky_a_neural_text_semantic_chunking_goes/ | false | false | default | 10 | {'enabled': False, 'images': [{'id': 'R9pXizXwmsq86RnZBOCfLWKzscfMTo1VbA_2_H6QLnc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/R9pXizXwmsq86RnZBOCfLWKzscfMTo1VbA_2_H6QLnc.png?width=108&crop=smart&auto=webp&s=bf92d517bbc704cb2bd27a7add262d1f1191dbf1', 'width': 108}, {'height': 108, 'url': 'h... |
What Program Could I, As a Non-Programmer, Use to Finetune a Model? | 1 | [removed] | 2025-10-23T12:35:23 | https://www.reddit.com/r/LocalLLaMA/comments/1oe236h/what_program_could_i_as_a_nonprogrammer_use_to/ | OneOnOne6211 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe236h | false | null | t3_1oe236h | /r/LocalLLaMA/comments/1oe236h/what_program_could_i_as_a_nonprogrammer_use_to/ | false | false | self | 1 | null |
Flying octopus? | 2 | What model is this? | 2025-10-23T12:14:13 | Federal-Minute5809 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oe1nak | false | null | t3_1oe1nak | /r/LocalLLaMA/comments/1oe1nak/flying_octopus/ | false | false | default | 2 | {'enabled': True, 'images': [{'id': 'xe92huj7suwf1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/xe92huj7suwf1.png?width=108&crop=smart&auto=webp&s=912faa67584a348635b1a8f3978478106b7df985', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/xe92huj7suwf1.png?width=216&crop=smart&auto=we... | |
Guysa Need halp | 0 | I want using Gemma3 27b on LM studio as a OCR for extracting text. but due to slow throughput i quantized it to "gemma-3-27B-it-Q4\_K\_M.gguf". I have downloaded the base model from here:
[https://huggingface.co/google/gemma-3-27b-it](https://huggingface.co/google/gemma-3-27b-it) . Can i inference this quantize models... | 2025-10-23T12:07:44 | https://www.reddit.com/r/LocalLLaMA/comments/1oe1ijn/guysa_need_halp/ | Brilliant-Point-3560 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe1ijn | false | null | t3_1oe1ijn | /r/LocalLLaMA/comments/1oe1ijn/guysa_need_halp/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'UjecrYYCuAMBRc7BxkUJwFwh4DkvvFiIozSWs3LLoWs', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/UjecrYYCuAMBRc7BxkUJwFwh4DkvvFiIozSWs3LLoWs.png?width=108&crop=smart&auto=webp&s=1a65b134498a3eb558064182bf06976f8161eabd', 'width': 108}, {'height': 116, 'url': 'h... |
So umm .. will there be a llama 5 in feb 2026? | 0 | honestly its totally innocent question! | 2025-10-23T12:02:08 | https://www.reddit.com/r/LocalLLaMA/comments/1oe1eba/so_umm_will_there_be_a_llama_5_in_feb_2026/ | ab2377 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe1eba | false | null | t3_1oe1eba | /r/LocalLLaMA/comments/1oe1eba/so_umm_will_there_be_a_llama_5_in_feb_2026/ | false | false | self | 0 | null |
Qwen3 outperforming bigger LLMs at trading | 250 | 2025-10-23T11:47:37 | Christosconst | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1oe13rg | false | null | t3_1oe13rg | /r/LocalLLaMA/comments/1oe13rg/qwen3_outperforming_bigger_llms_at_trading/ | false | false | default | 250 | {'enabled': True, 'images': [{'id': '7i46ukqanuwf1', 'resolutions': [{'height': 62, 'url': 'https://preview.redd.it/7i46ukqanuwf1.png?width=108&crop=smart&auto=webp&s=1fcb6d3353d4bf7fc782968735c39bac2f09d645', 'width': 108}, {'height': 124, 'url': 'https://preview.redd.it/7i46ukqanuwf1.png?width=216&crop=smart&auto=web... | ||
I found a perfect coder model for my RTX4090+64GB RAM | 277 | Disappointed with vanilla Qwen3-coder-30B-A3B, I browsed models at mradermacher. I had a good experience with YOYO models in the past. I stumbled upon **mradermacher/Qwen3-Yoyo-V3-42B-A3B-Thinking-TOTAL-RECALL-ST-TNG-III-i1-GGUF**.
First, I was a little worried that **42B** won't fit, and offloading MoEs to CPU will r... | 2025-10-23T11:39:15 | https://www.reddit.com/r/LocalLLaMA/comments/1oe0y11/i_found_a_perfect_coder_model_for_my_rtx409064gb/ | srigi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe0y11 | false | null | t3_1oe0y11 | /r/LocalLLaMA/comments/1oe0y11/i_found_a_perfect_coder_model_for_my_rtx409064gb/ | false | false | self | 277 | {'enabled': True, 'images': [{'id': '79IMhA3-AGGGdNcTzLdtVcQY2BwAYhe4oHDzJ45ZnrQ', 'resolutions': [{'height': 67, 'url': 'https://external-preview.redd.it/79IMhA3-AGGGdNcTzLdtVcQY2BwAYhe4oHDzJ45ZnrQ.gif?width=108&crop=smart&format=png8&s=901ee27578c348dad6a45446e3a1de1234133c16', 'width': 108}, {'height': 135, 'url': '... |
AMD APU and llamacpp | 0 | 2025-10-23T11:13:36 | https://www.reddit.com/r/ROCm/comments/1oc9zll/gfx1036_how_do_you_run_llamacpp_what_a_mess/ | Inevitable_Ant_2924 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1oe0gzq | false | null | t3_1oe0gzq | /r/LocalLLaMA/comments/1oe0gzq/amd_apu_and_llamacpp/ | false | false | default | 0 | null | |
Built a local LLM web app with Angular + NestJS (no OpenAI or cloud) | 1 | I was curious how practical it is to run a language model completely locally - without sending data to any API.
So I tried building a small PDF chatbot using **Angular** on the frontend and **NestJS** on the backend.
The app lets you upload confidential PDF documents, ask questions, and get responses. Everything hap... | 2025-10-23T10:56:30 | https://www.reddit.com/r/LocalLLaMA/comments/1oe0619/built_a_local_llm_web_app_with_angular_nestjs_no/ | Independent_Line2310 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1oe0619 | false | null | t3_1oe0619 | /r/LocalLLaMA/comments/1oe0619/built_a_local_llm_web_app_with_angular_nestjs_no/ | false | false | self | 1 | null |
K2 think | 1 | [removed] | 2025-10-23T10:44:56 | https://www.reddit.com/r/LocalLLaMA/comments/1odzz38/k2_think/ | Icy-Appearance1400 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odzz38 | false | null | t3_1odzz38 | /r/LocalLLaMA/comments/1odzz38/k2_think/ | false | false | self | 1 | null |
trying to run gguf with amd radeon rx6600xt | 1 | is this possible? rx6600xt does not support rocm, and my cpu runs the AI but i want to use my gpu.
the AI models is Llama-3.2-3B-Instruct-Q4\_K\_M
the AI is used in python project.
cpu:i5 10400
| 2025-10-23T10:41:47 | https://www.reddit.com/r/LocalLLaMA/comments/1odzx7g/trying_to_run_gguf_with_amd_radeon_rx6600xt/ | AhmadXVX15 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odzx7g | false | null | t3_1odzx7g | /r/LocalLLaMA/comments/1odzx7g/trying_to_run_gguf_with_amd_radeon_rx6600xt/ | false | false | self | 1 | null |
ByteDance new release: Video-As-Prompt | 101 | Video-As-Prompt-Wan2.1-14B : [HuggingFace link](https://huggingface.co/ByteDance/Video-As-Prompt-Wan2.1-14B)
Video-As-Prompt-CogVideoX-5B : [HuggingFace link](https://huggingface.co/ByteDance/Video-As-Prompt-CogVideoX-5B)
Video-As-Prompt
Core idea: Given a reference video with wanted semantics as a video prompt, Vid... | 2025-10-23T10:37:35 | https://v.redd.it/rkbtr0wyauwf1 | edward-dev | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odzuos | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/rkbtr0wyauwf1/DASHPlaylist.mpd?a=1763807871%2CNjA0MDY4MzgxY2VmMjYxZmVhOTU5ODAyY2ZlNDExY2E0Njc3MjM4OWIwNDdkZjE0NjZhOGZiYjNlOThjMDkyMQ%3D%3D&v=1&f=sd', 'duration': 3, 'fallback_url': 'https://v.redd.it/rkbtr0wyauwf1/DASH_1080.mp4?source=fallback', 'ha... | t3_1odzuos | /r/LocalLLaMA/comments/1odzuos/bytedance_new_release_videoasprompt/ | false | false | 101 | {'enabled': False, 'images': [{'id': 'NmtjemdueXlhdXdmMYm3iTnseSQvWv7pLtSTSL9kyuPriWa9dnRnXyWhtUoO', 'resolutions': [{'height': 94, 'url': 'https://external-preview.redd.it/NmtjemdueXlhdXdmMYm3iTnseSQvWv7pLtSTSL9kyuPriWa9dnRnXyWhtUoO.png?width=108&crop=smart&format=pjpg&auto=webp&s=d35b65236841f8068e29eec0124d94c1c6562... | |
How can I run any of the recently released OCR models on an AMD APU? | 2 | Hey guys, I have a project in mind which would require OCRing thousands of scanned PDFs and converting them into markdown, as such I've been keeping an eye on all the new recent OCR models such as Nanonets, Paddle-VL, Deepseek OCR, etc.
My issue is that all these models seem to require either PYTORCH or VLLM with ... | 2025-10-23T09:59:49 | https://www.reddit.com/r/LocalLLaMA/comments/1odz82k/how_can_i_run_any_of_the_recently_released_ocr/ | SarcasticBaka | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odz82k | false | null | t3_1odz82k | /r/LocalLLaMA/comments/1odz82k/how_can_i_run_any_of_the_recently_released_ocr/ | false | false | self | 2 | null |
Hierarchical Agentic RAG: What are your thoughts? | 23 | Hi everyone,
While exploring techniques to optimize Retrieval-Augmented Generation (RAG) systems, I found the concept of Hierarchical RAG (sometimes called "Parent Document Retriever" or similar).
Essentially, I've seen implementations that use a hierarchical chunking strategy where:
1. Child chunks (smaller, denser)... | 2025-10-23T09:33:14 | Just-Message-9899 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odystc | false | null | t3_1odystc | /r/LocalLLaMA/comments/1odystc/hierarchical_agentic_rag_what_are_your_thoughts/ | false | false | default | 23 | {'enabled': True, 'images': [{'id': 'co0m6q6hztwf1', 'resolutions': [{'height': 130, 'url': 'https://preview.redd.it/co0m6q6hztwf1.jpeg?width=108&crop=smart&auto=webp&s=8a608b22fc9db61a8da2b009eae53e29cdcb58cd', 'width': 108}, {'height': 260, 'url': 'https://preview.redd.it/co0m6q6hztwf1.jpeg?width=216&crop=smart&auto=... | |
ContextGuard – Open-source security monitoring for MCP servers | 6 | I built ContextGuard after discovering that 43% of MCP servers have critical security vulnerabilities. MCP (Model Context Protocol) is the new standard that lets Claude Clients(Desktop, Windsurf, Cursor, etc.) access external tools and data sources - think of it as a plugin system for AI assistants.
The problem: Whe... | 2025-10-23T09:24:05 | https://github.com/amironi/contextguard | contextguard25 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1odyntn | false | null | t3_1odyntn | /r/LocalLLaMA/comments/1odyntn/contextguard_opensource_security_monitoring_for/ | false | false | 6 | {'enabled': False, 'images': [{'id': 'NdcfeyZayLXcbEcm5eWMZrpKz2QCwWR_zxWaOc_QgYg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/NdcfeyZayLXcbEcm5eWMZrpKz2QCwWR_zxWaOc_QgYg.png?width=108&crop=smart&auto=webp&s=32a6a05187959394fc41cdd06177d437e626bdf2', 'width': 108}, {'height': 108, 'url': 'h... | |
Using golan to do a web search with the openAI Responses API | 1 | [removed] | 2025-10-23T09:23:25 | https://www.reddit.com/r/LocalLLaMA/comments/1odyngv/using_golan_to_do_a_web_search_with_the_openai/ | Hello_from_Martekio | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odyngv | false | null | t3_1odyngv | /r/LocalLLaMA/comments/1odyngv/using_golan_to_do_a_web_search_with_the_openai/ | false | false | self | 1 | null |
Anyone test the quality of Vibevoice 7b 4 bit quantization | 0 | Does it worth it? | 2025-10-23T08:51:30 | https://www.reddit.com/r/LocalLLaMA/comments/1ody5rt/anyone_test_the_quality_of_vibevoice_7b_4_bit/ | Slight_Tone_2188 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1ody5rt | false | null | t3_1ody5rt | /r/LocalLLaMA/comments/1ody5rt/anyone_test_the_quality_of_vibevoice_7b_4_bit/ | false | false | self | 0 | null |
What's the hardest part of deploying AI agents into prod right now? | 0 | What’s your biggest pain point?
1. Pre-deployment testing and evaluation
2. Runtime visibility and debugging
3. Control over the complete agentic stack | 2025-10-23T08:39:16 | https://www.reddit.com/r/LocalLLaMA/comments/1odxz3n/whats_the_hardest_part_of_deploying_ai_agents/ | OneSafe8149 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odxz3n | false | null | t3_1odxz3n | /r/LocalLLaMA/comments/1odxz3n/whats_the_hardest_part_of_deploying_ai_agents/ | false | false | self | 0 | null |
Un-LOCC (Universal Lossy Optical Context Compression), Achieve Up To 3× context compression with 93.65% Accuracy. | 88 | **TL;DR**: I compress LLM context into **images** instead of text, and let a **vision-language model** (VLM) “decompress” it by reading the image. In my tests, this yields up to **\~2.8:1 token compression at 93.65% accuracy** on *Gemini 2.5-Flash-Lite (Exp 56)*, and **99.26% at 1.7:1** on *Qwen2.5-VL-72B-Instruct (Exp... | 2025-10-23T08:37:48 | MaxDev0 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odxyb6 | false | null | t3_1odxyb6 | /r/LocalLLaMA/comments/1odxyb6/unlocc_universal_lossy_optical_context/ | false | false | default | 88 | {'enabled': True, 'images': [{'id': 'it5cpntkptwf1', 'resolutions': [{'height': 83, 'url': 'https://preview.redd.it/it5cpntkptwf1.png?width=108&crop=smart&auto=webp&s=3732828873fba4d6e818fa91854dcadb9d62ac48', 'width': 108}, {'height': 167, 'url': 'https://preview.redd.it/it5cpntkptwf1.png?width=216&crop=smart&auto=web... | |
probe | 0 | 2025-10-23T08:20:56 | https://www.reddit.com/r/LocalLLaMA/comments/1odxpe7/probe/ | Ok_Priority_4635 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odxpe7 | false | null | t3_1odxpe7 | /r/LocalLLaMA/comments/1odxpe7/probe/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'bY5tZTb_7tp4zhMHYWE3TjMqc6WC8JFTRbxXYi4T5Ag', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/bY5tZTb_7tp4zhMHYWE3TjMqc6WC8JFTRbxXYi4T5Ag.png?width=108&crop=smart&auto=webp&s=4eb9f1063c305b41f93ba8c636ef6e9fe4bac11f', 'width': 108}, {'height': 108, 'url': 'h... | ||
Llama.cpp is looking for M5 Neural Accelerator performance testers | 39 | 2025-10-23T07:34:54 | https://github.com/ggml-org/llama.cpp/pull/16634 | auradragon1 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1odx0d4 | false | null | t3_1odx0d4 | /r/LocalLLaMA/comments/1odx0d4/llamacpp_is_looking_for_m5_neural_accelerator/ | false | false | 39 | {'enabled': False, 'images': [{'id': 'nAPkKB3AZyBbBnQ2EaOzbhk_HVxsulN95BhKMutB8lk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/nAPkKB3AZyBbBnQ2EaOzbhk_HVxsulN95BhKMutB8lk.png?width=108&crop=smart&auto=webp&s=d52d0139ee46a0cdc79e9d6eb3bb22d5550aedd3', 'width': 108}, {'height': 108, 'url': 'h... | ||
Disappointed that I can only order one DGX Spark, why limit to 1 per customer? | 0 | Hey everyone,
I just tried to order two NVIDIA DGX Spark EU + DLI bundles from the NVIDIA Marketplace, but apparently there’s a strict “1 per customer” limit 😕
WHY ? | 2025-10-23T07:25:32 | Caprisuner | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1odwvbb | false | null | t3_1odwvbb | /r/LocalLLaMA/comments/1odwvbb/disappointed_that_i_can_only_order_one_dgx_spark/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'gf1qUNSbUdMnn1vRioz1OCyg9eUd6Qq83OXMpQZqI_I', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/eg19z0ipctwf1.jpeg?width=108&crop=smart&auto=webp&s=3e00f9602e2a5c3a4cb46e39fbffcfdece16028d', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/eg19z0ipctwf1.j... | ||
So has anyone actually gotten M5's Neural Accelerators to work? | 1 | Every LLM test since the iPhone 17 Pro has shown that they're not being used in benchmarks.
Early M5 reviews also doesn't make use of them.
Now that the M5 is on sale and can be bought by real customers, has anyone actually managed to test M5's Neural Accelerators? | 2025-10-23T07:21:08 | https://www.reddit.com/r/LocalLLaMA/comments/1odwsvb/so_has_anyone_actually_gotten_m5s_neural/ | auradragon1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odwsvb | false | null | t3_1odwsvb | /r/LocalLLaMA/comments/1odwsvb/so_has_anyone_actually_gotten_m5s_neural/ | false | false | self | 1 | null |
Building Custom Automatic Mixed Precision Pipeline | 2 | Hello, I'm building a Automatic Mixed Precision pipeline for learning purpose. I looked up the Mixed Precision Training paper (arxiv 1710.03740) followed by PyTorch's amp library (autocast, gradscaler)
and am completely in the dark as to where to begin.
The approach I took up:
The problem with studying existing li... | 2025-10-23T07:19:34 | https://www.reddit.com/r/LocalLLaMA/comments/1odwrzx/building_custom_automatic_mixed_precision_pipeline/ | Life_Interview_6758 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odwrzx | false | null | t3_1odwrzx | /r/LocalLLaMA/comments/1odwrzx/building_custom_automatic_mixed_precision_pipeline/ | false | false | self | 2 | null |
HOWTO Mi50 + llama.cpp + ROCM 7.02 | 23 | Hello everyone!
First off, my apologies – English is not my native language, so I've used a translator to write this guide.
I'm a complete beginner at running LLMs and really wanted to try running an LLM locally. I bought an MI50 32GB card and had an old server lying around.
Hardware:
* Supermicro X12SPL-F
* Intel(... | 2025-10-23T07:17:35 | https://www.reddit.com/r/LocalLLaMA/comments/1odwqul/howto_mi50_llamacpp_rocm_702/ | Low-Situation-7558 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odwqul | false | null | t3_1odwqul | /r/LocalLLaMA/comments/1odwqul/howto_mi50_llamacpp_rocm_702/ | false | false | self | 23 | {'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... |
[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. | 7 | 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... | 2025-10-23T07:13:56 | https://www.reddit.com/gallery/1odwotv | Secret_Difference498 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1odwotv | false | null | t3_1odwotv | /r/LocalLLaMA/comments/1odwotv/project_running_gemma3_1b_multimodal_gemma_3n/ | false | false | 7 | null | |
HOWTO Mi50 + llama.cpp + ROCM 7.02 | 1 | [removed] | 2025-10-23T07:12:04 | https://www.reddit.com/r/LocalLLaMA/comments/1odwnsw/howto_mi50_llamacpp_rocm_702/ | Low-Situation-7558 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odwnsw | false | null | t3_1odwnsw | /r/LocalLLaMA/comments/1odwnsw/howto_mi50_llamacpp_rocm_702/ | false | false | self | 1 | null |
Agent reliability issues - coding agents breaking more than they fix | 0 | I've been experimenting with coding agents for a few months now - Claude Code, Cursor, Aider, etc. They're impressive when they work, but reliability is inconsistent.
Common failure modes I keep seeing:
The "oops I broke it" cycle - agent makes a change, breaks something that was working, tries to fix it, breaks some... | 2025-10-23T07:08:30 | https://www.reddit.com/r/LocalLLaMA/comments/1odwlve/agent_reliability_issues_coding_agents_breaking/ | Brilliant_Oven_7051 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1odwlve | false | null | t3_1odwlve | /r/LocalLLaMA/comments/1odwlve/agent_reliability_issues_coding_agents_breaking/ | false | false | self | 0 | null |
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