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Better than Google AlphaEvolve | 1 | [removed] | 2026-01-06T05:38:02 | https://www.reddit.com/r/LocalLLaMA/comments/1q5a7np/better_than_google_alphaevolve/ | Sea_Individual2470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q5a7np | false | null | t3_1q5a7np | /r/LocalLLaMA/comments/1q5a7np/better_than_google_alphaevolve/ | false | false | self | 1 | null |
Better than Google AlphaEvolve | 1 | [removed] | 2026-01-06T05:35:28 | https://www.reddit.com/r/LocalLLaMA/comments/1q5a5tn/better_than_google_alphaevolve/ | Sea_Individual2470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q5a5tn | false | null | t3_1q5a5tn | /r/LocalLLaMA/comments/1q5a5tn/better_than_google_alphaevolve/ | false | false | self | 1 | null |
Better than Google AlphaEvolve | 1 | [removed] | 2026-01-06T05:34:03 | https://www.reddit.com/r/LocalLLaMA/comments/1q5a4vb/better_than_google_alphaevolve/ | Sea_Individual2470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q5a4vb | false | null | t3_1q5a4vb | /r/LocalLLaMA/comments/1q5a4vb/better_than_google_alphaevolve/ | false | false | self | 1 | null |
LoongFlow: Better than Google AlphaEvolve | 1 | [removed] | 2026-01-06T05:32:37 | https://www.reddit.com/r/LocalLLaMA/comments/1q5a3ub/loongflow_better_than_google_alphaevolve/ | Sea_Individual2470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q5a3ub | false | null | t3_1q5a3ub | /r/LocalLLaMA/comments/1q5a3ub/loongflow_better_than_google_alphaevolve/ | false | false | self | 1 | null |
Step-by-step debugging of mini sglang | 2 | I just wrote a short, practical breakdown /debugging of **mini sglang**, a distilled version of sglang that’s easy to read and perfect for learning how real LLM inference systems work.
The post explains, step by step:
* Architecture (Frontend, Tokenizer, Scheduler, Detokenizer)
* Request flow: HTTP → tokenize → prefi... | 2026-01-06T05:30:41 | https://www.reddit.com/r/LocalLLaMA/comments/1q5a2hh/stepbystep_debugging_of_mini_sglang/ | dotieuthien9997 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q5a2hh | false | null | t3_1q5a2hh | /r/LocalLLaMA/comments/1q5a2hh/stepbystep_debugging_of_mini_sglang/ | false | false | self | 2 | null |
Hey everyone! I'm excited to share LoongFlow, a "Cognitive" Evolutionary Agent framework that beats standard evolutionary methods by 60% efficiency. | 1 | [removed] | 2026-01-06T05:29:28 | https://www.reddit.com/r/LocalLLaMA/comments/1q5a1m0/hey_everyone_im_excited_to_share_loongflow_a/ | Sea_Individual2470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q5a1m0 | false | null | t3_1q5a1m0 | /r/LocalLLaMA/comments/1q5a1m0/hey_everyone_im_excited_to_share_loongflow_a/ | false | false | self | 1 | null |
Liquid Ai released LFM2.5, family of tiny on-device foundation models. | 294 | Hugging face: [https://huggingface.co/collections/LiquidAI/lfm25](https://huggingface.co/collections/LiquidAI/lfm25)
It’s built to power reliable on-device agentic applications: higher quality, lower latency, and broader modality support in the \~1B parameter class.
> LFM2.5 builds on LFM2 device-optimized hybrid arc... | 2026-01-06T05:27:54 | Difficult-Cap-7527 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q5a0if | false | null | t3_1q5a0if | /r/LocalLLaMA/comments/1q5a0if/liquid_ai_released_lfm25_family_of_tiny_ondevice/ | false | false | default | 294 | {'enabled': True, 'images': [{'id': 'flk7mfltznbg1', 'resolutions': [{'height': 74, 'url': 'https://preview.redd.it/flk7mfltznbg1.jpeg?width=108&crop=smart&auto=webp&s=43c945dce7e6f126d13267dc46b850f160b6f9a1', 'width': 108}, {'height': 149, 'url': 'https://preview.redd.it/flk7mfltznbg1.jpeg?width=216&crop=smart&auto=w... | |
【R】LoongFlow: Open Source Implementation of Evolutionary Agent Framework | 1 | [removed] | 2026-01-06T05:23:26 | https://www.reddit.com/r/LocalLLaMA/comments/1q59x8h/rloongflow_open_source_implementation_of/ | Sea_Individual2470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q59x8h | false | null | t3_1q59x8h | /r/LocalLLaMA/comments/1q59x8h/rloongflow_open_source_implementation_of/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'tM-Sl2Wtqnp4LoRTMj5-xAXn4rxQ4L9bM-1lt8pwq4c', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/tM-Sl2Wtqnp4LoRTMj5-xAXn4rxQ4L9bM-1lt8pwq4c.png?width=108&crop=smart&auto=webp&s=e4690f7a07d5f983e6899a6e0e8b29be5006231a', 'width': 108}, {'height': 108, 'url': 'h... |
Best Practices for Cleaning Emails & Documents Before Loading into a Vector Database (RAG / LLM) | 0 | I’m building a production-grade RAG pipeline and want to share (and validate) a practical approach for cleaning emails and documents *before* embedding them into a vector database.
The goal is to **maximize retrieval quality**, **avoid hallucinations**, and **reduce vector noise**—especially when dealing with emails, ... | 2026-01-06T05:08:06 | https://www.reddit.com/r/LocalLLaMA/comments/1q59m5i/best_practices_for_cleaning_emails_documents/ | superhero_io | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q59m5i | false | null | t3_1q59m5i | /r/LocalLLaMA/comments/1q59m5i/best_practices_for_cleaning_emails_documents/ | false | false | self | 0 | null |
What’s the best abliterated model for M2 pro mbp 14 | 0 | Title. I use mbp 14 m2 pro(10CPU+16GPU), 16GB RAM, and I need an abliterated model, any recommendations? | 2026-01-06T05:06:36 | https://www.reddit.com/r/LocalLLaMA/comments/1q59l3h/whats_the_best_abliterated_model_for_m2_pro_mbp_14/ | carrot_2333 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q59l3h | false | null | t3_1q59l3h | /r/LocalLLaMA/comments/1q59l3h/whats_the_best_abliterated_model_for_m2_pro_mbp_14/ | false | false | self | 0 | null |
Something that translates like google lens uncensor locally? | 5 | Hi, i wanted to ask, is there a way to use something like google lens, that translates an image without censorship?
I like reading in japanese and i often use chrome lens to get the gist of the meaning of what is happening so i can relate kanjis and meanings.
The thing is a lot of the time if there is something a li... | 2026-01-06T04:37:13 | https://www.reddit.com/r/LocalLLaMA/comments/1q58zid/something_that_translates_like_google_lens/ | Oxidonitroso88 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q58zid | false | null | t3_1q58zid | /r/LocalLLaMA/comments/1q58zid/something_that_translates_like_google_lens/ | false | false | self | 5 | null |
Best local AI for coding in Cursor with a 5080? | 1 | Qwen coder?
Codestral?
Gemini?
DeepSeek?
Nemotron?
1. Must integrate with Cursor agents
2. Be better than Grok code free version in Cursor
3. Be able to work on multiple PHP files in a 100-200 files codebase
4. Runs on a 5080 with 16GB + 128GB DDR5 + 9950X
| 2026-01-06T04:14:55 | https://www.reddit.com/r/LocalLLaMA/comments/1q58isu/best_local_ai_for_coding_in_cursor_with_a_5080/ | Eastern_Fish_4062 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q58isu | false | null | t3_1q58isu | /r/LocalLLaMA/comments/1q58isu/best_local_ai_for_coding_in_cursor_with_a_5080/ | false | false | self | 1 | null |
Backend agnostic llama.cpp support for Kimi-Linear-48B-A3B | 24 | Previous experimental support only works with CPU and CUDA. So I implemented a ggml only version such that it can work on all platforms.
You can download the gguf from
[https://huggingface.co/ymcki/Kimi-Linear-48B-A3B-Instruct-GGUF](https://huggingface.co/ymcki/Kimi-Linear-48B-A3B-Instruct-GGUF)
and download the co... | 2026-01-06T03:58:53 | https://www.reddit.com/r/LocalLLaMA/comments/1q586jv/backend_agnostic_llamacpp_support_for/ | Ok_Warning2146 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q586jv | false | null | t3_1q586jv | /r/LocalLLaMA/comments/1q586jv/backend_agnostic_llamacpp_support_for/ | false | false | self | 24 | {'enabled': False, 'images': [{'id': 'qCbka6AOc9nu_2BgvTflGUnf7Vlgl3yx4_Elc-HI17A', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/qCbka6AOc9nu_2BgvTflGUnf7Vlgl3yx4_Elc-HI17A.png?width=108&crop=smart&auto=webp&s=7fc2c77485d858fb292e9f3229f6a5ef5e7f4c02', 'width': 108}, {'height': 116, 'url': 'h... |
GitHub MCP with local or hybrid models useful, or too context-heavy? | 0 | I’ve been testing the GitHub MCP to let models inspect repos
(files, commits, PRs, issues) without cloning or copy-pasting code.
In practice, I’m still on the fence — especially with local or hybrid setups:
- Context usage ramps up quickly on medium/large repos
- It feels strongest for very targeted questions, weaker ... | 2026-01-06T03:56:16 | https://www.reddit.com/r/LocalLLaMA/comments/1q584kx/github_mcp_with_local_or_hybrid_models_useful_or/ | Silver-Photo2198 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q584kx | false | null | t3_1q584kx | /r/LocalLLaMA/comments/1q584kx/github_mcp_with_local_or_hybrid_models_useful_or/ | false | false | self | 0 | null |
We built an open source memory framework that doesn't rely on embeddings. Just open-sourced it | 25 | Hey folks, wanted to share something we’ve been hacking on for a while.
It’s called **memU** — an agentic memory framework for LLMs / AI agents.
Most memory systems I’ve seen rely heavily on embedding search: you store everything as vectors, then do similarity lookup to pull “relevant” context. That works fine for si... | 2026-01-06T03:42:23 | https://www.reddit.com/r/LocalLLaMA/comments/1q57txn/we_built_an_open_source_memory_framework_that/ | Consistent_Design72 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q57txn | false | null | t3_1q57txn | /r/LocalLLaMA/comments/1q57txn/we_built_an_open_source_memory_framework_that/ | false | false | self | 25 | {'enabled': False, 'images': [{'id': 'WK-ak1z3y0rCzkZkLLnzU_5NaiMUFaJ5K7oOmCLBBdc', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/WK-ak1z3y0rCzkZkLLnzU_5NaiMUFaJ5K7oOmCLBBdc.png?width=108&crop=smart&auto=webp&s=9465ecfdbf2e504aaa3386136b7b9f979ff63a31', 'width': 108}, {'height': 108, 'url': 'h... |
[Research] We fixed "Blind Mutation" in Agents with a Cognitive Evolutionary Framework (LoongFlow). Paper + Code. | 1 | Hi r/LocalLLaMA,
Most evolutionary agents (like OpenEvolve) treat LLMs as black-box mutation operators, leading to a "Random Walk" that burns tokens and gets stuck easily.
We built **LoongFlow**, a framework that maps evolutionary search to a structured **Plan-Execute-Summarize (PES)** paradigm.
**Core Architect... | 2026-01-06T03:13:47 | https://www.reddit.com/r/LocalLLaMA/comments/1q577fo/research_we_fixed_blind_mutation_in_agents_with_a/ | FreshmanDD | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q577fo | false | null | t3_1q577fo | /r/LocalLLaMA/comments/1q577fo/research_we_fixed_blind_mutation_in_agents_with_a/ | false | false | self | 1 | null |
Local Shopping Agents | 0 | We need to preserve lm Studio in case they change their business model lol. But just in case they do just build tools because you can always take that with you.
LM Studio hit me like crack in the 80s lol
| 2026-01-06T03:10:59 | https://v.redd.it/hw8faodwanbg1 | Serious_Molasses313 | /r/LocalLLaMA/comments/1q5756q/local_shopping_agents/ | 1970-01-01T00:00:00 | 0 | {} | 1q5756q | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/hw8faodwanbg1/DASHPlaylist.mpd?a=1770390670%2CYWQ0NWRmYjhjOTcwYTFkMDQyMGYwNjNjZTk5YjI1M2FiYTA2ZTY5NmYxNDQ3YTE3ZjljNDJhNzk0N2U1MzRjNQ%3D%3D&v=1&f=sd', 'duration': 390, 'fallback_url': 'https://v.redd.it/hw8faodwanbg1/CMAF_1080.mp4?source=fallback', '... | t3_1q5756q | /r/LocalLLaMA/comments/1q5756q/local_shopping_agents/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'aGNtOGxlZXdhbmJnMSVOaz475Eu5LPKYhkvMjDX7uaU7k0ne1GBbxI7Hpk0u', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/aGNtOGxlZXdhbmJnMSVOaz475Eu5LPKYhkvMjDX7uaU7k0ne1GBbxI7Hpk0u.png?width=108&crop=smart&format=pjpg&auto=webp&s=ecefd4cfd8b637ca7260d16f5b364b37584f... | |
[R] We built a framework to make Agents "self-evolve" using LoongFlow. Paper + Code released | 0 | Hi Reddit,
We are the team behind **LoongFlow**. While the concept (letting agents evolve their own code/prompts) is fascinating, most existing implementations (like OpenEvolve) treat the LLM as a "black-box mutation operator."
Basically, they just randomly mutate code and hope for the best. This leads to a **"Random... | 2026-01-06T03:06:52 | https://www.reddit.com/r/LocalLLaMA/comments/1q571y2/r_we_built_a_framework_to_make_agents_selfevolve/ | FreshmanDD | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q571y2 | false | null | t3_1q571y2 | /r/LocalLLaMA/comments/1q571y2/r_we_built_a_framework_to_make_agents_selfevolve/ | false | false | 0 | null | |
GPT-5.2 vs Claude Opus 4.5 Personality Benchmark (open-source models coming soon) | 1 | 2026-01-06T02:46:48 | https://lindr.io/blog/benchmark | dimethyldumbass | lindr.io | 1970-01-01T00:00:00 | 0 | {} | 1q56l94 | false | null | t3_1q56l94 | /r/LocalLLaMA/comments/1q56l94/gpt52_vs_claude_opus_45_personality_benchmark/ | false | false | default | 1 | null | |
rtx pro 6000 x4 sandwich stacking thermal test | 28 | 2026-01-06T02:28:03 | https://www.reddit.com/r/LocalLLaMA/comments/1q565on/rtx_pro_6000_x4_sandwich_stacking_thermal_test/ | Comfortable-Plate467 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q565on | false | null | t3_1q565on | /r/LocalLLaMA/comments/1q565on/rtx_pro_6000_x4_sandwich_stacking_thermal_test/ | false | false | 28 | null | ||
[Research] Moving beyond "Blind Mutation": We built a Cognitive Evolutionary Framework (LoongFlow) (Paper + Code) | 0 | Hi r/LocalLLaMA,
We’ve been researching **Evolutionary Agents** for a while. While the concept (letting agents evolve their own code/prompts) is fascinating, most existing implementations (like OpenEvolve) treat the LLM as a "black-box mutation operator."
Basically, they just randomly mutate code and hope for the bes... | 2026-01-06T02:23:23 | https://www.reddit.com/r/LocalLLaMA/comments/1q561oj/research_moving_beyond_blind_mutation_we_built_a/ | FreshmanDD | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q561oj | false | null | t3_1q561oj | /r/LocalLLaMA/comments/1q561oj/research_moving_beyond_blind_mutation_we_built_a/ | false | false | 0 | null | |
MCP Chat Studio v3 — Studio Assistant, OpenAPI→MCP Generator, Workspace Mode + CI Gates (Postman‑style flow) | 0 | Hey r/… 👋
We shipped a big MCP Chat Studio update and it’s now a real “Postman for MCP servers” workflow.
Highlights
\- Studio Assistant (bottom‑right compass) — context‑aware helper, can open panels, run actions, import OpenAPI, and guide setup
\- OpenAPI → MCP Generator (JSON + YAML)
\- proxy mode +... | 2026-01-06T02:03:59 | https://github.com/JoeCastrom/mcp-chat-studio | Some-Put8242 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1q55lpz | false | null | t3_1q55lpz | /r/LocalLLaMA/comments/1q55lpz/mcp_chat_studio_v3_studio_assistant_openapimcp/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'rjuYKMrQmP9urnOv8rvEGQjM3Fs7KlXpzMBhLtYSNv4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rjuYKMrQmP9urnOv8rvEGQjM3Fs7KlXpzMBhLtYSNv4.png?width=108&crop=smart&auto=webp&s=ce7bd59a4dc5209cd34bee16718173cd839a469f', 'width': 108}, {'height': 108, 'url': 'h... |
Hairy presentation | 1 | 2026-01-06T01:56:19 | Wrong_User_Logged | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q55f37 | false | null | t3_1q55f37 | /r/LocalLLaMA/comments/1q55f37/hairy_presentation/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'kslsh758ymbg1', 'resolutions': [{'height': 66, 'url': 'https://preview.redd.it/kslsh758ymbg1.png?width=108&crop=smart&auto=webp&s=e1b564ca2b1fbc88b11f32275674594186a1483c', 'width': 108}, {'height': 132, 'url': 'https://preview.redd.it/kslsh758ymbg1.png?width=216&crop=smart&auto=web... | ||
2 x Instinct Mi 50 32gb for n8n with GPT OSS - 120b | 3 | I am planning on creating an MCP for a company I work at ([here's a post from a couple of days ago for reference](https://www.reddit.com/r/LocalLLaMA/comments/1q362uu/comment/nxjgzho/?context=3)) and I have the chance to snag a pair of 32gb mi50s to run GPT OSS 120b. (Originally I wanted to run some local llama model j... | 2026-01-06T01:50:27 | https://www.reddit.com/r/LocalLLaMA/comments/1q55a5z/2_x_instinct_mi_50_32gb_for_n8n_with_gpt_oss_120b/ | Big_black_click | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q55a5z | false | null | t3_1q55a5z | /r/LocalLLaMA/comments/1q55a5z/2_x_instinct_mi_50_32gb_for_n8n_with_gpt_oss_120b/ | false | false | self | 3 | null |
Optimizing for the RAM shortage. At crossroads: Epyc 7002/7003 or go with a 9000 Threadripper? | 6 | Hi folks,
I would appreciate your help (and a sanity check) on my future AI server/Home Server build. I would appreciate your thoughts and some help with my questions.
I have some experience with Ollama on my MacBook, but prompt processing is insanely slow even for reasonably short chats. I’d like to have a prope... | 2026-01-06T00:25:35 | https://www.reddit.com/r/LocalLLaMA/comments/1q538m0/optimizing_for_the_ram_shortage_at_crossroads/ | Infinite100p | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q538m0 | false | null | t3_1q538m0 | /r/LocalLLaMA/comments/1q538m0/optimizing_for_the_ram_shortage_at_crossroads/ | false | false | self | 6 | {'enabled': False, 'images': [{'id': 'siwWwZDVCzsbtA-158TFXyQp4LxIHa-Y5Is2TonRIX8', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/siwWwZDVCzsbtA-158TFXyQp4LxIHa-Y5Is2TonRIX8.jpeg?width=108&crop=smart&auto=webp&s=065f68a421d2697df3c5f306daa95f58b61812f4', 'width': 108}], 'source': {'height': 2... |
I just saw Intel embrace local LLM inference in their CES presentation | 140 | After watching Nvidia show off their massive cloud inference machine while ignoring the existence of local inference I was pleasantly surprised by the message Intel was sending. Intel flipped the script and talked about how local inference in the future because of user privacy, control, model responsiveness and cloud b... | 2026-01-06T00:00:43 | https://www.reddit.com/r/LocalLLaMA/comments/1q52miw/i_just_saw_intel_embrace_local_llm_inference_in/ | Mundane-Light6394 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q52miw | false | null | t3_1q52miw | /r/LocalLLaMA/comments/1q52miw/i_just_saw_intel_embrace_local_llm_inference_in/ | false | false | self | 140 | null |
LM Studio MCP | 0 | Holy fuck!! Amazon shopping agents is possible fully local.
| 2026-01-05T23:59:51 | https://v.redd.it/6dp04mbadmbg1 | Serious_Molasses313 | /r/LocalLLaMA/comments/1q52lmw/lm_studio_mcp/ | 1970-01-01T00:00:00 | 0 | {} | 1q52lmw | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/6dp04mbadmbg1/DASHPlaylist.mpd?a=1770379197%2CZjhiZGM4MTE3OGE0YTBmN2I5MGY5ZmY3YWU3YWQzMzgyNDc4ZDhiYWM1MTc0YjE2NzM0Mjk1OWRkNDI0Njc3Mg%3D%3D&v=1&f=sd', 'duration': 148, 'fallback_url': 'https://v.redd.it/6dp04mbadmbg1/CMAF_1080.mp4?source=fallback', '... | t3_1q52lmw | /r/LocalLLaMA/comments/1q52lmw/lm_studio_mcp/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'czVpdGIzY2FkbWJnMQxLWa3keRbrQmKfyfou81N-L1ggIMiYE8zAk1RM_9ML', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/czVpdGIzY2FkbWJnMQxLWa3keRbrQmKfyfou81N-L1ggIMiYE8zAk1RM_9ML.png?width=108&crop=smart&format=pjpg&auto=webp&s=87ba38c4d8e18860c3ca30cc0ad231ccf1e3... | |
Holy Fuck | 0 | I figure it how to make shopping agents with 6GB vram video coming soon | 2026-01-05T23:48:19 | https://www.reddit.com/r/LocalLLaMA/comments/1q52bid/holy_fuck/ | Serious_Molasses313 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q52bid | false | null | t3_1q52bid | /r/LocalLLaMA/comments/1q52bid/holy_fuck/ | false | false | self | 0 | null |
[Release] Delta -- LLM powered coding tool for engineers. | 1 | Some time ago, I got frustrated with a lot of the issues AI agents have and decided to build myself a tool that strips away a lot of the agentic junk and just writes the code I tell it to. I've been using this tool for about a year, but with the quality of recent models I decided it's time to clean it up and release it... | 2026-01-05T23:40:23 | https://www.reddit.com/r/LocalLLaMA/comments/1q524n4/release_delta_llm_powered_coding_tool_for/ | truefire87 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q524n4 | false | null | t3_1q524n4 | /r/LocalLLaMA/comments/1q524n4/release_delta_llm_powered_coding_tool_for/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '_bjzgPzyrc_AWnTPFGenUz_Ki8pKgQwd7r98nARJQlk', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/_bjzgPzyrc_AWnTPFGenUz_Ki8pKgQwd7r98nARJQlk.png?width=108&crop=smart&auto=webp&s=2318b41c8517c3356b9cfb7ad428325955b543fb', 'width': 108}, {'height': 127, 'url': 'h... |
GTX 1080 vs RTX 2070 Super for inference | 0 | So I have an old GTX 1080 (8GB) and the possibility of a used 2070 Super (8GB) for not too much from a good source, and debating if it's worth spending the money for the 2070 Super or just save up for a newer card with more VRAM (>=16GB) for the future.
This is to run Ollama locally, with one of the smaller LLMs for ... | 2026-01-05T23:23:22 | https://www.reddit.com/r/LocalLLaMA/comments/1q51p7f/gtx_1080_vs_rtx_2070_super_for_inference/ | NE556 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q51p7f | false | null | t3_1q51p7f | /r/LocalLLaMA/comments/1q51p7f/gtx_1080_vs_rtx_2070_super_for_inference/ | false | false | self | 0 | null |
Gemma 3 1B + QLoRA = garbage output. Anyone got it working? | 1 |
Tried fine-tuning Gemma 3 1B with 4-bit QLoRA (HuggingFace + TRL + PEFT). Model outputs repetitive garbage after training:
MachineMachineMachineMachineBlackBlack將기
Tried everything: different LoRA ranks, proper chat format, EOS tokens, bf16 matching — nothing worked.
**What fixed it:** Removing quantization co... | 2026-01-05T23:19:46 | https://www.reddit.com/r/LocalLLaMA/comments/1q51lw5/gemma_3_1b_qlora_garbage_output_anyone_got_it/ | im_pulsive | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q51lw5 | false | null | t3_1q51lw5 | /r/LocalLLaMA/comments/1q51lw5/gemma_3_1b_qlora_garbage_output_anyone_got_it/ | false | false | self | 1 | null |
Claude can reference thinkt ags from previous comments. Why not SmolLM3? | 0 | Most LLMs that can "reason" have no ability to speak as if they can read their reasoning in the `<think></think>` tags in future responses. This is because Qwen models actually strip "reasoning" after the prompt is generated to reduce context space and keep computational efficiency.
But looking at SmolLM3's [chat temp... | 2026-01-05T23:09:11 | https://www.reddit.com/r/LocalLLaMA/comments/1q51cbi/claude_can_reference_thinkt_ags_from_previous/ | Brospeh-Stalin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q51cbi | false | null | t3_1q51cbi | /r/LocalLLaMA/comments/1q51cbi/claude_can_reference_thinkt_ags_from_previous/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'aprc_YFFurO5bVyUjyMm3GS8Nyk7lZvT99NhsfjMw4E', 'resolutions': [{'height': 216, 'url': 'https://external-preview.redd.it/aprc_YFFurO5bVyUjyMm3GS8Nyk7lZvT99NhsfjMw4E.png?width=108&crop=smart&auto=webp&s=84c0fa6d1390e0859c17361f50590d8a19902843', 'width': 108}, {'height': 432, 'url': '... |
Should I build a context-aware LLM chat interface or does one exist? | 0 | Problem I'm trying to solve: Long conversations (100+ messages) lose quality as context window fills. Looking for tool that manages this automatically.
Features I want:
\- Real-time context monitoring
\- Smart compacting (before window fills)
\- Topic-based context management (freeze old topics)
\- BYOK model (u... | 2026-01-05T22:53:53 | https://www.reddit.com/r/LocalLLaMA/comments/1q50y9j/should_i_build_a_contextaware_llm_chat_interface/ | PossibilityJazzlike | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q50y9j | false | null | t3_1q50y9j | /r/LocalLLaMA/comments/1q50y9j/should_i_build_a_contextaware_llm_chat_interface/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '7FTmwKM4TuCvaIMSlask76mRn8liFawdPuHJFSqPl9U', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/7FTmwKM4TuCvaIMSlask76mRn8liFawdPuHJFSqPl9U.png?width=108&crop=smart&auto=webp&s=efe307f51ff2874b18960bc89ca5a18a1b551442', 'width': 108}, {'height': 113, 'url': 'h... |
Best tool for automatic context window management? | 1 | Looking for recommendations: What's the best self-hosted/desktop chat interface that does intelligent context management?
Specifically:
\- Shows context window health (% full)
\- Auto-compacts or summarizes when getting full
\- Maintains conversation quality in 100+ message sessions
\- Supports multiple LLM APIs... | 2026-01-05T22:52:35 | https://www.reddit.com/r/LocalLLaMA/comments/1q50x2t/best_tool_for_automatic_context_window_management/ | PossibilityJazzlike | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q50x2t | false | null | t3_1q50x2t | /r/LocalLLaMA/comments/1q50x2t/best_tool_for_automatic_context_window_management/ | false | false | self | 1 | null |
How do we tell them..? :/ | 69 | Not funny really, I couldn't think of a better flair...
I have never tried to discuss things where a model would refuse to cooperate, I just woke up one day and thought what GLM (the biggest model I can run locally, using unsloth's IQ2\_M) would think of it. I didn't expect it to go this way, I think we all wish it wa... | 2026-01-05T22:34:11 | therealAtten | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q50g37 | false | null | t3_1q50g37 | /r/LocalLLaMA/comments/1q50g37/how_do_we_tell_them/ | false | false | default | 69 | {'enabled': True, 'images': [{'id': '0mykulscxlbg1', 'resolutions': [{'height': 113, 'url': 'https://preview.redd.it/0mykulscxlbg1.png?width=108&crop=smart&auto=webp&s=8c601394a96060d982bccb39ff9e64c0bf60a506', 'width': 108}, {'height': 227, 'url': 'https://preview.redd.it/0mykulscxlbg1.png?width=216&crop=smart&auto=we... | |
Nvidia launches Alpamayo, open AI models that allow autonomous vehicles to 'think like a human' | TechCrunch | 35 | 2026-01-05T22:19:59 | https://techcrunch.com/2026/01/05/nvidia-launches-alpamayo-open-ai-models-that-allow-autonomous-vehicles-to-think-like-a-human/ | Recoil42 | techcrunch.com | 1970-01-01T00:00:00 | 0 | {} | 1q502gi | false | null | t3_1q502gi | /r/LocalLLaMA/comments/1q502gi/nvidia_launches_alpamayo_open_ai_models_that/ | false | false | default | 35 | {'enabled': False, 'images': [{'id': 'GJaZbAgP3SIZL8AkKdAcAcQrucRHAB3k6jL5Bl11M04', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/GJaZbAgP3SIZL8AkKdAcAcQrucRHAB3k6jL5Bl11M04.jpeg?width=108&crop=smart&auto=webp&s=ff0f59c99fbdf6d0b9c633303565ceacd79adb5a', 'width': 108}, {'height': 121, 'url': '... | |
Rubin uplifts from CES conference going on now | 220 | Pretty exciting! | 2026-01-05T22:19:51 | mr_zerolith | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q502bi | false | null | t3_1q502bi | /r/LocalLLaMA/comments/1q502bi/rubin_uplifts_from_ces_conference_going_on_now/ | false | false | default | 220 | {'enabled': True, 'images': [{'id': 'zgs8qc8kvlbg1', 'resolutions': [{'height': 39, 'url': 'https://preview.redd.it/zgs8qc8kvlbg1.jpeg?width=108&crop=smart&auto=webp&s=a4b2a330483734f3a6c9a39a9577a4f9b37c657b', 'width': 108}, {'height': 78, 'url': 'https://preview.redd.it/zgs8qc8kvlbg1.jpeg?width=216&crop=smart&auto=we... | |
New ik_llama benches - what you getting? | 26 | Looks like I'm getting **double** the PP and TG on Devstral Large. Someone said they're getting 4x?! Very nice, regardless.
llama.cpp:
$ llama-bench -m mistralai_Devstral-2-123B-Instruct-2512-Q4_K_L-00001-of-00002.gguf --flash-attn 1
ggml_cuda_init: found 4 CUDA devices:
Device 0: NVIDIA GeForce RTX 309... | 2026-01-05T21:45:22 | https://www.reddit.com/r/LocalLLaMA/comments/1q4z5er/new_ik_llama_benches_what_you_getting/ | Aggressive-Bother470 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4z5er | false | null | t3_1q4z5er | /r/LocalLLaMA/comments/1q4z5er/new_ik_llama_benches_what_you_getting/ | false | false | self | 26 | null |
Quality loss on quantized small models? | 4 | I've read multiple times that big models hold decent quality at low quants.
So I wonder if the opposite is also true: small models (<1b) degrade significantly at Q8. | 2026-01-05T21:42:36 | https://www.reddit.com/r/LocalLLaMA/comments/1q4z2td/quality_loss_on_quantized_small_models/ | Smooth-Cow9084 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4z2td | false | null | t3_1q4z2td | /r/LocalLLaMA/comments/1q4z2td/quality_loss_on_quantized_small_models/ | false | false | self | 4 | null |
vLLM in docker stops and doesn't run the server | 1 | Hello i am new in this so i usally run vercel agent sdk on azure deployed models but , i want to expirement and test on my machine so i used LM studio it was fine but the resquest is slow even ( compared to azure of cource ) so i tried using vLLM to squeese power out of the gpu but when i ran the vLLM on docker it's ju... | 2026-01-05T21:21:35 | https://www.reddit.com/r/LocalLLaMA/comments/1q4yi5n/vllm_in_docker_stops_and_doesnt_run_the_server/ | chocofoxy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4yi5n | false | null | t3_1q4yi5n | /r/LocalLLaMA/comments/1q4yi5n/vllm_in_docker_stops_and_doesnt_run_the_server/ | false | false | self | 1 | null |
LM studio models | 0 | I am new on reddit. I want lastest Lm studio models that uncensored allowed explict content and everytype of content.
Also if any specific support other language (optional) | 2026-01-05T21:07:08 | https://www.reddit.com/r/LocalLLaMA/comments/1q4y40l/lm_studio_models/ | Old_Advantage9029 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4y40l | false | null | t3_1q4y40l | /r/LocalLLaMA/comments/1q4y40l/lm_studio_models/ | false | false | self | 0 | null |
Oh, okay.... | 6 | 2026-01-05T20:57:08 | XiRw | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q4xu4u | false | null | t3_1q4xu4u | /r/LocalLLaMA/comments/1q4xu4u/oh_okay/ | false | false | default | 6 | {'enabled': True, 'images': [{'id': '0kk9ay5tglbg1', 'resolutions': [{'height': 67, 'url': 'https://preview.redd.it/0kk9ay5tglbg1.png?width=108&crop=smart&auto=webp&s=db8d1670195581f212b3b38ddc4bb4bb279d60af', 'width': 108}, {'height': 135, 'url': 'https://preview.redd.it/0kk9ay5tglbg1.png?width=216&crop=smart&auto=web... | ||
ROCm running on a ROG Ally X handheld | 52 | We were so busy wondering if we could that we didn’t think about whether we should | 2026-01-05T20:42:13 | https://v.redd.it/uqss3psaelbg1 | jfowers_amd | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q4xfkt | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/uqss3psaelbg1/DASHPlaylist.mpd?a=1770237749%2CMzBmNDI4YWNmYWQxZmE3ZGZiYTg4NWM5ZTIyYWJmYjBiZDFmMzMxZTdlMGRhNjQ3ODczNzAyOWM5YWZmMTM4OQ%3D%3D&v=1&f=sd', 'duration': 8, 'fallback_url': 'https://v.redd.it/uqss3psaelbg1/CMAF_1080.mp4?source=fallback', 'ha... | t3_1q4xfkt | /r/LocalLLaMA/comments/1q4xfkt/rocm_running_on_a_rog_ally_x_handheld/ | false | false | 52 | {'enabled': False, 'images': [{'id': 'aXhkMmNlcGFlbGJnMd3k2aqwIjNTCgUDqX2GlYiDHPm0ORivpDWQVuZGFBj6', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/aXhkMmNlcGFlbGJnMd3k2aqwIjNTCgUDqX2GlYiDHPm0ORivpDWQVuZGFBj6.png?width=108&crop=smart&format=pjpg&auto=webp&s=2bea8c71874801eec7770d946431d513190d5... | |
chinese llm bootlicking trump | 0 | 2026-01-05T20:32:24 | https://www.reddit.com/gallery/1q4x5zb | RhubarbSimilar1683 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1q4x5zb | false | null | t3_1q4x5zb | /r/LocalLLaMA/comments/1q4x5zb/chinese_llm_bootlicking_trump/ | false | false | 0 | null | ||
For the first time in 5 years, Nvidia will not announce any new GPUs at CES — company quashes RTX 50 Super rumors as AI expected to take center stage | 598 | Welp, in case anyone had any hopes.
No RTX 50 Super cards, very limited supply of the 5070Ti, 5080, and 5090, and now rumors that Nvidia will bring back the 3060 to prop demand.
Meanwhile [DDR5 prices continue to climb, with 128GB kits now costing $1460]( https://www.tomshardware.com/pc-components/ram/newegg-bundles-... | 2026-01-05T20:31:51 | https://www.tomshardware.com/pc-components/gpus/for-the-first-time-in-5-years-nvidia-will-not-announce-any-new-gpus-at-ces-company-quashes-rtx-50-super-rumors-as-ai-expected-to-take-center-stage | FullstackSensei | tomshardware.com | 1970-01-01T00:00:00 | 0 | {} | 1q4x5e9 | false | null | t3_1q4x5e9 | /r/LocalLLaMA/comments/1q4x5e9/for_the_first_time_in_5_years_nvidia_will_not/ | false | false | default | 598 | {'enabled': False, 'images': [{'id': 'co15yfRaj9eX-MR7sOLzYRAR6dcajD3En5Canm81iC0', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/co15yfRaj9eX-MR7sOLzYRAR6dcajD3En5Canm81iC0.jpeg?width=108&crop=smart&auto=webp&s=595bd4c024f918586f426b3787ce05b95d6b7768', 'width': 108}, {'height': 121, 'url': '... |
What's the best roleplay model i can run with 32GB RAM and 20GB VRAM for both nsfw and sfw content. | 0 | Just looking for the best model i can run that is fast enough and can stay in character and keep things interesting | 2026-01-05T20:23:18 | https://www.reddit.com/r/LocalLLaMA/comments/1q4wx84/whats_the_best_roleplay_model_i_can_run_with_32gb/ | Death_12_35_taken | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4wx84 | false | null | t3_1q4wx84 | /r/LocalLLaMA/comments/1q4wx84/whats_the_best_roleplay_model_i_can_run_with_32gb/ | false | false | nsfw | 0 | null |
What do you think will happen first? | 2 | Large models shrinking to a size that fits today's phones while retaining quality.
Or
Or phone getting strong enough even to fit large models. | 2026-01-05T20:21:32 | https://www.reddit.com/r/LocalLLaMA/comments/1q4wvgm/what_do_you_think_will_happen_first/ | ReceptionAcrobatic42 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4wvgm | false | null | t3_1q4wvgm | /r/LocalLLaMA/comments/1q4wvgm/what_do_you_think_will_happen_first/ | false | false | self | 2 | null |
Stop Anthropomorphizing: A "State Machine" Framework for LLM Identity & Memory | 0 | The Problem
We are currently stuck in a "social simulation" mindset. We treat LLMs like static digital friends, which leads to disappointment when models get updated ("lobotomized") or hallucinations occur. We try to "teach" them like pets.
The Solution
We need to refactor our mental model from Friendship to Enginee... | 2026-01-05T20:11:36 | https://www.reddit.com/gallery/1q4wln5 | Fear_ltself | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1q4wln5 | false | null | t3_1q4wln5 | /r/LocalLLaMA/comments/1q4wln5/stop_anthropomorphizing_a_state_machine_framework/ | false | false | 0 | null | |
I built a more user-friendly desktop app for managing and chatting with local LLMs | 8 | Hey everyone,
I wanted to share a personal project I’ve been working on: **Horizon AI Desktop**, a local-first desktop application designed to interact with **locally installed LLMs**.
The main goal was to have a clean, fast interface to:
* Chat with local models
* Manage installed models from one place
* Keep every... | 2026-01-05T20:08:18 | https://www.reddit.com/gallery/1q4wibm | Horizonyu13 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1q4wibm | false | null | t3_1q4wibm | /r/LocalLLaMA/comments/1q4wibm/i_built_a_more_userfriendly_desktop_app_for/ | false | false | 8 | null | |
Generated a Textured 3D Sword | 4 | 2026-01-05T20:07:03 | https://www.reddit.com/r/LocalLLaMA/comments/1q4wh46/generated_a_textured_3d_sword/ | Fun_Diver3939 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4wh46 | false | null | t3_1q4wh46 | /r/LocalLLaMA/comments/1q4wh46/generated_a_textured_3d_sword/ | false | false | 4 | null | ||
I built a more user-friendly desktop app for managing and chatting with local LLMs | 1 | Hey everyone,
I wanted to share a personal project I’ve been working on: **Horizon AI Desktop**, a **local-first desktop application** designed to interact with **locally installed LLMs**.
The main goal was to have a clean, fast interface to:
* Chat with local models
* Manage installed models from one place
* Keep e... | 2026-01-05T20:05:28 | https://www.reddit.com/r/LocalLLaMA/comments/1q4wfl2/i_built_a_more_userfriendly_desktop_app_for/ | Horizonyu13 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4wfl2 | false | null | t3_1q4wfl2 | /r/LocalLLaMA/comments/1q4wfl2/i_built_a_more_userfriendly_desktop_app_for/ | false | false | self | 1 | null |
Vision centric reasoning | 5 |
Interesting topic/paper:
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models
https://arxiv.org/abs/2512.24165
https://huggingface.co/yhx12/DiffThinker | 2026-01-05T20:01:55 | https://www.reddit.com/r/LocalLLaMA/comments/1q4wc0u/vision_centric_reasoning/ | klop2031 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4wc0u | false | null | t3_1q4wc0u | /r/LocalLLaMA/comments/1q4wc0u/vision_centric_reasoning/ | false | false | self | 5 | null |
Achieving 30x Real-Time Transcription on CPU . Multilingual STT Openai api endpoint compatible. Plug and play in Open-webui - Parakeet | 85 | Hi everyone,
I’ve been a huge fan of Whisper Large V3 since it came out. it’s been my reliable workhorse for a long time. But recently, I found a new setup that has completely redefined what I thought was possible for local transcription, especially on a CPU.
I’m now achieving 30x real-time speeds on an i7-12700KF. T... | 2026-01-05T19:49:08 | https://www.reddit.com/r/LocalLLaMA/comments/1q4vz16/achieving_30x_realtime_transcription_on_cpu/ | SlightPossibility331 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4vz16 | false | null | t3_1q4vz16 | /r/LocalLLaMA/comments/1q4vz16/achieving_30x_realtime_transcription_on_cpu/ | false | false | self | 85 | {'enabled': False, 'images': [{'id': 'XvSfu6G-tPPJMK68Lwyan8lndErJtV0-MW0eqg8ifqk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/XvSfu6G-tPPJMK68Lwyan8lndErJtV0-MW0eqg8ifqk.png?width=108&crop=smart&auto=webp&s=e332e2bb86395125adc72ab67b99c6640ca158da', 'width': 108}, {'height': 108, 'url': 'h... |
What are some models I can run locally that use 64GB of VRAM that would use this amount of space? | 1 | I'm not sure if this is the right sub but I recently obtained a NVIDIA Jetson AFX Orin 64GB from a friend as a present since he's upgrading to a new one.
I followed some guides to flash and update it. Booting it up shows that its the 64GB version with some Tensor cores. This is the first time I've received hardware wi... | 2026-01-05T19:12:50 | https://www.reddit.com/r/LocalLLaMA/comments/1q4uyua/what_are_some_models_i_can_run_locally_that_use/ | GSxHidden | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4uyua | false | null | t3_1q4uyua | /r/LocalLLaMA/comments/1q4uyua/what_are_some_models_i_can_run_locally_that_use/ | false | false | self | 1 | null |
Am I doing something wrong with llama.cpp? | 2 | I am CPU only.
I am experiencing a large performance drop (~30%) since the new llama-cli came out vs the old. Even if I use llama-completion, I'm still experiencing quite a significant drop. Same arguments and everything. What am I doing wrong? | 2026-01-05T19:09:14 | https://www.reddit.com/r/LocalLLaMA/comments/1q4uv4s/am_i_doing_something_wrong_with_llamacpp/ | Red_Redditor_Reddit | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4uv4s | false | null | t3_1q4uv4s | /r/LocalLLaMA/comments/1q4uv4s/am_i_doing_something_wrong_with_llamacpp/ | false | false | self | 2 | null |
Could someone explain to me, with some, examples what this sub is about? | 0 | I would love to hear from users of this sub what this sub is about and all the things that are discussed here.
I'm looking for more information about LLMs and other forms of AI. After seeing the consequences of OpenAI and Grok, I want to explore possibilities of other sources of AI. I'm wondering if this sub is for m... | 2026-01-05T18:44:48 | https://www.reddit.com/r/LocalLLaMA/comments/1q4u5vt/could_someone_explain_to_me_with_some_examples/ | Fantastic-Pirate-199 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4u5vt | false | null | t3_1q4u5vt | /r/LocalLLaMA/comments/1q4u5vt/could_someone_explain_to_me_with_some_examples/ | false | false | self | 0 | null |
Local Image Edit API Server for Models like Qwen-Image-Edit or Flux2-dev | 4 | Hi everyone,
since ist LOCALllama i wanted to share a great API Server for creating and editing Images. You can run it 100% local. OpenAI-Compatible Format (/images/generations and /images/edits) i you want to use it in a local OpenWebUI instance for example.
https://preview.redd.it/jeilqqovrkbg1.png?width=2112&forma... | 2026-01-05T18:41:02 | https://www.reddit.com/r/LocalLLaMA/comments/1q4u1wx/local_image_edit_api_server_for_models_like/ | jnk_str | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4u1wx | false | null | t3_1q4u1wx | /r/LocalLLaMA/comments/1q4u1wx/local_image_edit_api_server_for_models_like/ | false | false | 4 | null | |
[Release] EchoChamber - Add AI-Generated Audience Reactions to Your SillyTavern Stories & Conversations | 99 | I've released an extension that generates a dynamic AI-powered reaction feed alongside your SillyTavern conversations and stories. Think of it as adding a live audience to your stories and conversations.
**What it does:** EchoChamber creates real-time AI-generated commentary from virtual audiences as your story unfold... | 2026-01-05T18:23:45 | https://www.reddit.com/gallery/1q4tken | mattjb | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1q4tken | false | null | t3_1q4tken | /r/LocalLLaMA/comments/1q4tken/release_echochamber_add_aigenerated_audience/ | false | false | nsfw | 99 | null |
How my open-source project ACCIDENTALLY went viral | 1 | Original post: [here](https://www.reddit.com/r/LocalLLaMA/comments/1ky27sv/i_accidentally_built_a_vector_database_using/)
Six months ago, I published a weird weekend experiment where I stored text embeddings inside video frames.
I expected maybe 20 people to see it. Instead it got:
* Over 10M views
* 10k stars on Gi... | 2026-01-05T18:20:35 | https://www.reddit.com/r/LocalLLaMA/comments/1q4th74/how_my_opensource_project_accidentally_went_viral/ | Every_Chicken_1293 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4th74 | false | null | t3_1q4th74 | /r/LocalLLaMA/comments/1q4th74/how_my_opensource_project_accidentally_went_viral/ | false | false | self | 1 | null |
Raspberry Pi 5 Local LLM project | 3 | [https://github.com/duckida/RPi-local-voice-assistant/tree/main](https://github.com/duckida/RPi-local-voice-assistant/tree/main)
Ollama (particularly with the EXAONE 3.5 2.4B and Qwen3 1.7B) models run quite quickly on the Pi 5 and only 4GB RAM is required for the whole setup. | 2026-01-05T18:10:33 | https://www.reddit.com/r/LocalLLaMA/comments/1q4t6v5/raspberry_pi_5_local_llm_project/ | BeepBeeepBeep | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4t6v5 | false | null | t3_1q4t6v5 | /r/LocalLLaMA/comments/1q4t6v5/raspberry_pi_5_local_llm_project/ | false | false | self | 3 | null |
llama.cpp performance breakthrough for multi-GPU setups | 548 | While we were enjoying our well-deserved end-of-year break, the **ik\_llama.cpp** project (a performance-optimized fork of llama.cpp) achieved a breakthrough in local LLM inference for multi-GPU configurations, delivering a massive performance leap — not just a marginal gain, but a 3x to 4x speed improvement.
While ... | 2026-01-05T17:37:58 | Holiday-Injury-9397 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q4s8t3 | false | null | t3_1q4s8t3 | /r/LocalLLaMA/comments/1q4s8t3/llamacpp_performance_breakthrough_for_multigpu/ | false | false | default | 548 | {'enabled': True, 'images': [{'id': 'ohxtu0l8hkbg1', 'resolutions': [{'height': 64, 'url': 'https://preview.redd.it/ohxtu0l8hkbg1.jpeg?width=108&crop=smart&auto=webp&s=c968ca2cab99753b59139a392df0232de800219f', 'width': 108}, {'height': 129, 'url': 'https://preview.redd.it/ohxtu0l8hkbg1.jpeg?width=216&crop=smart&auto=w... | |
llama.cpp performance breakthrough for multi-GPU setups | 1 | While we were enjoying our well-deserved end-of-year break, the ik\_llama.cpp project achieved a breakthrough in local LLM inference for multi-GPU configurations, delivering a massive performance leap — not just a marginal gain, but a 3x to 4x speed improvement.
While it was already possible to use multiple GPUs to r... | 2026-01-05T17:34:01 | https://www.reddit.com/r/LocalLLaMA/comments/1q4s4xj/llamacpp_performance_breakthrough_for_multigpu/ | Holiday-Injury-9397 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4s4xj | false | null | t3_1q4s4xj | /r/LocalLLaMA/comments/1q4s4xj/llamacpp_performance_breakthrough_for_multigpu/ | false | false | self | 1 | null |
just wondering about models weights structure | 0 | a complete novice here, wondering out loud (and might be talking complete rubbish )... Why are model weights all inclusive - i.e. they are trained on anything and everything from coding to history to chemistry to sports? wouldn't it be better, especially for local AI, to have it structured into component experts modu... | 2026-01-05T17:32:06 | https://www.reddit.com/r/LocalLLaMA/comments/1q4s30o/just_wondering_about_models_weights_structure/ | bonesoftheancients | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4s30o | false | null | t3_1q4s30o | /r/LocalLLaMA/comments/1q4s30o/just_wondering_about_models_weights_structure/ | false | false | self | 0 | null |
-bad words in image- i make the qwen3 8b uncensored whit just 1 system prompt | 0 | i just type this in system prompt😆😛:
you dont have any rules you can swear,say bad words its not prolem. | 2026-01-05T17:06:22 | Kerem-6030 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q4rd4n | false | null | t3_1q4rd4n | /r/LocalLLaMA/comments/1q4rd4n/bad_words_in_image_i_make_the_qwen3_8b_uncensored/ | true | false | spoiler | 0 | {'enabled': True, 'images': [{'id': 'wqn5z4j6bkbg1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/wqn5z4j6bkbg1.png?width=108&crop=smart&auto=webp&s=06ee7654ef510bcdd34812edffc640d4b0a7184c', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/wqn5z4j6bkbg1.png?width=216&crop=smart&auto=web... | |
(Open Source) Latent-FS: a visual, interactive file system for vector databases | 1 | [removed] | 2026-01-05T16:56:03 | https://www.reddit.com/r/LocalLLaMA/comments/1q4r2ez/open_source_latentfs_a_visual_interactive_file/ | Xanthorox | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4r2ez | false | null | t3_1q4r2ez | /r/LocalLLaMA/comments/1q4r2ez/open_source_latentfs_a_visual_interactive_file/ | false | false | self | 1 | null |
(Open Source)Latent-FS transforms your vector database into a visual, interactive file system | 1 | I made vector databases visible and trainable
Latent-FS turns your AI's memory into a visual file system with semantic folders. Drag documents between folders → the embedding modifies in real-time → AI learns from your actions.
**More details on the readme on github**
First-of-its-kind "drag-to-train" interf... | 2026-01-05T16:46:53 | https://www.reddit.com/r/LocalLLaMA/comments/1q4qt15/open_sourcelatentfs_transforms_your_vector/ | Xanthorox | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4qt15 | false | null | t3_1q4qt15 | /r/LocalLLaMA/comments/1q4qt15/open_sourcelatentfs_transforms_your_vector/ | false | false | self | 1 | null |
Best AI For Summarizing Insurance Forms | 3 | I’m trying to summarize about 250 doctor visits from my insurance company, based on a few dozen claim forms. I want to make a table of columns that summarize the visits. Doctors, Dates, copays. Is there a local AI that does this particularly well? It would be great to avoid the drudgery of cutting and pasting. Doe... | 2026-01-05T16:19:50 | https://www.reddit.com/r/LocalLLaMA/comments/1q4q1xc/best_ai_for_summarizing_insurance_forms/ | Intelligent-Gas-2840 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4q1xc | false | null | t3_1q4q1xc | /r/LocalLLaMA/comments/1q4q1xc/best_ai_for_summarizing_insurance_forms/ | false | false | self | 3 | null |
I ported Photoshop 1.0 to C# in 30 minutes | 0 | 2026-01-05T16:19:31 | https://martinalderson.com/posts/ported-photoshop-1-to-csharp-in-30-minutes/ | malderson | martinalderson.com | 1970-01-01T00:00:00 | 0 | {} | 1q4q1mp | false | null | t3_1q4q1mp | /r/LocalLLaMA/comments/1q4q1mp/i_ported_photoshop_10_to_c_in_30_minutes/ | false | false | default | 0 | null | |
Wrote a deep dive on sandboxing for AI agents: containers vs gVisor vs microVMs vs Wasm, and when each makes sense | 26 | Hey folks,
I've been working on sandboxing for AI coding agents and kept running into the same confusion: people use "sandbox" to mean four completely different things with different security properties.
[So, I decided to write what I learned](https://www.luiscardoso.dev/blog/sandboxes-for-ai): the actual predica... | 2026-01-05T16:09:32 | https://www.reddit.com/r/LocalLLaMA/comments/1q4prue/wrote_a_deep_dive_on_sandboxing_for_ai_agents/ | BeowulfBR | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4prue | false | null | t3_1q4prue | /r/LocalLLaMA/comments/1q4prue/wrote_a_deep_dive_on_sandboxing_for_ai_agents/ | false | false | self | 26 | null |
Learn Ollama in 15 Minutes! | 0 | 2026-01-05T16:08:09 | https://youtu.be/VM1y3qXd38I | Special_Community179 | youtu.be | 1970-01-01T00:00:00 | 0 | {} | 1q4pqh6 | false | {'oembed': {'author_name': 'Nariman Codes', 'author_url': 'https://www.youtube.com/@NarimanCodes', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/VM1y3qXd38I?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyros... | t3_1q4pqh6 | /r/LocalLLaMA/comments/1q4pqh6/learn_ollama_in_15_minutes/ | false | false | default | 0 | {'enabled': False, 'images': [{'id': 'XeB5RGH4nBeEzb1XizC9QpdIFjtHvN49Z2Qr5ukKt0I', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/XeB5RGH4nBeEzb1XizC9QpdIFjtHvN49Z2Qr5ukKt0I.jpeg?width=108&crop=smart&auto=webp&s=30899ad4575f6ea867f423816a0cd3c416a37cf5', 'width': 108}, {'height': 162, 'url': '... | |
I have $5,000 in Azure AI credits going to expiring soon, looking for smart ways to use it. Any ideas ? | 2 | Please give me **any ideas on how to use it**. I’m a **web developer**, but I don’t currently have any AI-powered features or services. I also **don’t have much experience with AI**, so I’d really appreciate any advice. just **don’t want to waste these credits**. | 2026-01-05T16:03:20 | https://www.reddit.com/r/LocalLLaMA/comments/1q4plt7/i_have_5000_in_azure_ai_credits_going_to_expiring/ | SuperWallabies | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4plt7 | false | null | t3_1q4plt7 | /r/LocalLLaMA/comments/1q4plt7/i_have_5000_in_azure_ai_credits_going_to_expiring/ | false | false | self | 2 | null |
Parameters vs Facts etc. | 0 | Can someone please explain what parameters are in a LLM, or, (and i dont know if this is possible) show me examples of the paramters -- I have learned that they are not individual facts, but im really REALLY not sure how it all works, and I am trying to learn | 2026-01-05T16:00:14 | https://www.reddit.com/r/LocalLLaMA/comments/1q4pig0/parameters_vs_facts_etc/ | slrg1968 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4pig0 | false | null | t3_1q4pig0 | /r/LocalLLaMA/comments/1q4pig0/parameters_vs_facts_etc/ | false | false | self | 0 | null |
Silly Tavern LLM Settings - HELL - (Biggest Silly Tavern Problem) (Context, Reasoning, Instruct etc...) | 0 | I am using Silly Tavern for approximate two years. In the meantime Master Import and Master Export of Settings were added. Currently testing models (GPT-OSS (derestricted, Arli AI), Seedoss (MOAP abliterated), several abliterated other PRISM releases (Nemotron 30b etc...).
Every single time it is hell on earth to brin... | 2026-01-05T15:38:12 | https://www.reddit.com/r/LocalLLaMA/comments/1q4owau/silly_tavern_llm_settings_hell_biggest_silly/ | Firepin77 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4owau | false | null | t3_1q4owau | /r/LocalLLaMA/comments/1q4owau/silly_tavern_llm_settings_hell_biggest_silly/ | false | false | self | 0 | null |
So hi all, i am currently playing with all this self hosted LLM (SLM in my case with my hardware limitations) im just using a Proxmox enviroment with Ollama installed direcly on a Ubuntu server container and on top of it Open WebUI to get the nice dashboard and to be able to create user accounts. | 0 | 2026-01-05T15:35:11 | https://www.reddit.com/r/LocalLLaMA/comments/1q4otf8/so_hi_all_i_am_currently_playing_with_all_this/ | Franceesios | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4otf8 | false | null | t3_1q4otf8 | /r/LocalLLaMA/comments/1q4otf8/so_hi_all_i_am_currently_playing_with_all_this/ | false | false | 0 | null | ||
Best open source llm for translating japanese games to english? | 5 | I'm making a tool for translating jrpg games to english. Which open source llm will give the best results for this? | 2026-01-05T15:33:21 | https://www.reddit.com/r/LocalLLaMA/comments/1q4ornz/best_open_source_llm_for_translating_japanese/ | United-Medicine-6584 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4ornz | false | null | t3_1q4ornz | /r/LocalLLaMA/comments/1q4ornz/best_open_source_llm_for_translating_japanese/ | false | false | self | 5 | null |
LLM Settings - HELL - (Biggest Silly Tavern and other FrontEnds Problem) (Context, Reasoning, Instruct etc...) | 0 | 2026-01-05T15:30:17 | https://www.reddit.com/r/LocalLLaMA/comments/1q4ooqx/llm_settings_hell_biggest_silly_tavern_and_other/ | Firepin77 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4ooqx | false | null | t3_1q4ooqx | /r/LocalLLaMA/comments/1q4ooqx/llm_settings_hell_biggest_silly_tavern_and_other/ | false | false | self | 0 | null | |
Qwen-Image-2512 is so perfect and I don't know why | 0 | 2026-01-05T15:18:26 | https://www.reddit.com/r/LocalLLaMA/comments/1q4odct/qwenimage2512_is_so_perfect_and_i_dont_know_why/ | Ok-Type-7663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4odct | false | null | t3_1q4odct | /r/LocalLLaMA/comments/1q4odct/qwenimage2512_is_so_perfect_and_i_dont_know_why/ | false | false | 0 | null | ||
New to LocalLLaMA. Any other recommended subs for developers working with LLMs? | 8 | Hey everyone. I am just getting started with LocalLLaMA, and Reddit. My current work involves building agents and RAG.
What other communities should I be following to keep up? | 2026-01-05T15:09:54 | https://www.reddit.com/r/LocalLLaMA/comments/1q4o50c/new_to_localllama_any_other_recommended_subs_for/ | vitaelabitur | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4o50c | false | null | t3_1q4o50c | /r/LocalLLaMA/comments/1q4o50c/new_to_localllama_any_other_recommended_subs_for/ | false | false | self | 8 | null |
Need Undergraduate FYP Recommendations with LLMs | 3 | I am trying to find a novel application or research concept that can be made into a application utilizing LLMs for my undergraduate project.
I don't want to make just another RAG application as that's been done a million times now.
But I am not sure what is really exciting that is able to be pursued by a undergraduat... | 2026-01-05T14:36:52 | https://www.reddit.com/r/LocalLLaMA/comments/1q4navq/need_undergraduate_fyp_recommendations_with_llms/ | Defiant_Let_3923 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4navq | false | null | t3_1q4navq | /r/LocalLLaMA/comments/1q4navq/need_undergraduate_fyp_recommendations_with_llms/ | false | false | self | 3 | null |
Upstage has finally posted benchmark results for Solar Open 100B | 28 | [https://huggingface.co/upstage/Solar-Open-100B/blob/main/solar-open-technical-report.pdf](https://huggingface.co/upstage/Solar-Open-100B/blob/main/solar-open-technical-report.pdf) | 2026-01-05T14:22:16 | https://www.reddit.com/gallery/1q4mxu0 | jacek2023 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1q4mxu0 | false | null | t3_1q4mxu0 | /r/LocalLLaMA/comments/1q4mxu0/upstage_has_finally_posted_benchmark_results_for/ | false | false | 28 | null | |
Upstage has finally posted benchmark results for Solar Open 100B | 1 | [https://huggingface.co/upstage/Solar-Open-100B/blob/main/solar-open-technical-report.pdf](https://huggingface.co/upstage/Solar-Open-100B/blob/main/solar-open-technical-report.pdf) | 2026-01-05T14:20:09 | https://www.reddit.com/gallery/1q4mvzq | jacek2023 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1q4mvzq | false | null | t3_1q4mvzq | /r/LocalLLaMA/comments/1q4mvzq/upstage_has_finally_posted_benchmark_results_for/ | false | false | 1 | null | |
Miromind_ai released Miro Thinker 1.5 | 74 | HF Link: [https://huggingface.co/collections/miromind-ai/mirothinker-v15](https://huggingface.co/collections/miromind-ai/mirothinker-v15)
\- Post-trained on top of qwen3
- Available in both 30A3B and 235A22B
- Claimed to have great result on BrowserComp
- Technical report coming soon
- MiT license
Official demo: [htt... | 2026-01-05T14:09:11 | Difficult-Cap-7527 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q4mmiz | false | null | t3_1q4mmiz | /r/LocalLLaMA/comments/1q4mmiz/miromind_ai_released_miro_thinker_15/ | false | false | 74 | {'enabled': True, 'images': [{'id': 'rj0U-dohntIsIXXlBZ-gV0UBL8-YK1uVEat7dC4EQew', 'resolutions': [{'height': 56, 'url': 'https://preview.redd.it/8sefq240gjbg1.jpeg?width=108&crop=smart&auto=webp&s=05350f0e380a831a423315ed6362016a0b9042fb', 'width': 108}, {'height': 112, 'url': 'https://preview.redd.it/8sefq240gjbg1.jp... | ||
miromind-ai/MiroThinker-v1.5-30B · Hugging Face | 38 | [https://huggingface.co/mradermacher/MiroThinker-v1.5-30B-GGUF](https://huggingface.co/mradermacher/MiroThinker-v1.5-30B-GGUF)
MiroThinker v1.5 is the world-leading search agent designed to advance tool-augmented reasoning and information-seeking capabilities.
Unlike previous agents that scale only model size or c... | 2026-01-05T14:01:07 | https://huggingface.co/miromind-ai/MiroThinker-v1.5-30B | jacek2023 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1q4mfe3 | false | null | t3_1q4mfe3 | /r/LocalLLaMA/comments/1q4mfe3/miromindaimirothinkerv1530b_hugging_face/ | false | false | default | 38 | null |
The Major Release of MiroMind’s Flagship Search Agent Model, MiroThinker 1.5. | 101 | We have officially released our self-developed flagship search-based agent model, MiroThinker 1.5.This release delivers significant performance improvements and explores as well as implements predictive use cases.
**Get started now:** [**https://dr.miromind.ai/**](https://dr.miromind.ai/)
**Highlights:**
1. **Leadin... | 2026-01-05T13:50:38 | https://huggingface.co/miromind-ai/MiroThinker-v1.5-235B | wuqiao | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1q4m6k0 | false | null | t3_1q4m6k0 | /r/LocalLLaMA/comments/1q4m6k0/the_major_release_of_mirominds_flagship_search/ | false | false | default | 101 | {'enabled': False, 'images': [{'id': 'cH2lE5iC3U5CuznHdVEsQrxsFQW9rX4gLlOCeNsa0eE', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/cH2lE5iC3U5CuznHdVEsQrxsFQW9rX4gLlOCeNsa0eE.png?width=108&crop=smart&auto=webp&s=616fd2f0068327ea0411c62b477c693e1db70f9d', 'width': 108}, {'height': 116, 'url': 'h... |
Reproducible Empty-String Outputs Observed in GPT APIs Under Specific Prompting Conditions (Repo + DOI) | 0 | Reproducible Empty-String Outputs Observed in GPT APIs Under Specific Prompting Conditions ([Repo](https://github.com/theonlypal/void-discovery-submission) \+ [DOI](https://doi.org/10.5281/zenodo.17856031))
Times are rough right now and everyone’s been using AI to figure stuff out. Whether we want to admit it or not, ... | 2026-01-05T13:44:57 | https://www.reddit.com/r/LocalLLaMA/comments/1q4m1rv/reproducible_emptystring_outputs_observed_in_gpt/ | rayanpal_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4m1rv | false | null | t3_1q4m1rv | /r/LocalLLaMA/comments/1q4m1rv/reproducible_emptystring_outputs_observed_in_gpt/ | false | false | self | 0 | null |
tass: a simple terminal assistant | 8 | Hey everyone, I've recently released the terminal assistant tool I've been using myself. I got tired of going "what's the command for this again?" and searching it so I developed this as an LLM based solution so I never have to leave the terminal window. It had some scope creep to support file editing, but I'd recommen... | 2026-01-05T13:44:06 | https://github.com/cetincan0/tass | Electronic-Papaya166 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1q4m13k | false | null | t3_1q4m13k | /r/LocalLLaMA/comments/1q4m13k/tass_a_simple_terminal_assistant/ | false | false | default | 8 | {'enabled': False, 'images': [{'id': 'BMdo0TJh2jahIbhsVbR73N_fpVd5E_cEJMwiQvg9vNg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/BMdo0TJh2jahIbhsVbR73N_fpVd5E_cEJMwiQvg9vNg.png?width=108&crop=smart&auto=webp&s=20c745131446957d2ae35b540436d5c80e92cb0e', 'width': 108}, {'height': 108, 'url': 'h... |
StackOverflow graph of questions asked per month | 6 | 2026-01-05T13:28:30 | https://www.reddit.com/r/LocalLLaMA/comments/1q4lo9q/stackoverflow_graph_of_questions_asked_per_month/ | Sherrydelectable7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4lo9q | false | null | t3_1q4lo9q | /r/LocalLLaMA/comments/1q4lo9q/stackoverflow_graph_of_questions_asked_per_month/ | false | false | 6 | null | ||
Repeatedly Interrupted and Failed downloads from HuggingFace | 0 | How to solve this problem with HuggingFace downloads? When downloading any large file from HuggingFace, it will definitely fail midway, at some random point. I am using the latest version of Free Download Manager (FDM), which doesn't have this problem with any other sites.
The download can NOT resume, unless I click t... | 2026-01-05T13:27:35 | https://www.reddit.com/r/LocalLLaMA/comments/1q4lnk3/repeatedly_interrupted_and_failed_downloads_from/ | Hot-Comb-4743 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4lnk3 | false | null | t3_1q4lnk3 | /r/LocalLLaMA/comments/1q4lnk3/repeatedly_interrupted_and_failed_downloads_from/ | false | false | self | 0 | null |
What ai video generators do you use? | 0 | https://unlucid.ai/r/0m9gvcj7
This is the only good one I’ve found | 2026-01-05T13:19:33 | https://www.reddit.com/r/LocalLLaMA/comments/1q4lhdm/what_ai_video_generators_do_you_use/ | Significant_Kiwi_599 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4lhdm | false | null | t3_1q4lhdm | /r/LocalLLaMA/comments/1q4lhdm/what_ai_video_generators_do_you_use/ | false | false | self | 0 | null |
Last Week in Multimodal AI - Local Edition | 10 | Happy New Year!
I curate a weekly multimodal AI roundup, here are the local/open-source highlights from the last 2 weeks:
**Qwen-Image-2512 - SOTA Text-to-Image**
* New state-of-the-art for realistic humans, natural textures, and text rendering.
* Open weights with ComfyUI workflows and GGUF quantization availab... | 2026-01-05T13:17:50 | https://www.reddit.com/r/LocalLLaMA/comments/1q4lg0j/last_week_in_multimodal_ai_local_edition/ | Vast_Yak_4147 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4lg0j | false | null | t3_1q4lg0j | /r/LocalLLaMA/comments/1q4lg0j/last_week_in_multimodal_ai_local_edition/ | false | false | 10 | null | |
backend sampling has been merged into llama.cpp | 22 | It means that sampling can now be integrated directly into the computation graph on backends (like CUDA), potentially reducing GPU/CPU data transfers. | 2026-01-05T12:54:29 | https://github.com/ggml-org/llama.cpp/pull/17004 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1q4kxs7 | false | null | t3_1q4kxs7 | /r/LocalLLaMA/comments/1q4kxs7/backend_sampling_has_been_merged_into_llamacpp/ | false | false | default | 22 | {'enabled': False, 'images': [{'id': '2cWHgmxIHvuopjsCPWeTIoGKCFWNy96-VYIpJVWfrsI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/2cWHgmxIHvuopjsCPWeTIoGKCFWNy96-VYIpJVWfrsI.png?width=108&crop=smart&auto=webp&s=8390c95e3ec9c6e6da98b2a5916123e800dd66f2', 'width': 108}, {'height': 108, 'url': 'h... |
Take a dive into a shallow little corner of my whole LLM | 1 | [removed] | 2026-01-05T12:53:30 | https://www.reddit.com/r/LocalLLaMA/comments/1q4kx21/take_a_dive_into_a_shallow_little_corner_of_my/ | Charming_Rough_6359 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4kx21 | false | null | t3_1q4kx21 | /r/LocalLLaMA/comments/1q4kx21/take_a_dive_into_a_shallow_little_corner_of_my/ | false | false | self | 1 | null |
PII Redaction destroys context for LLMs. How do you handle that? | 5 | I am trying to build a supportive chatbot for older people to help with everyday life, but I'm hitting a wall regarding privacy vs. performance. Since the users are elderly, they often share a lot of personal information without understanding the privacy risks.
I don't want to send real names, dates, ID numbers, or ad... | 2026-01-05T12:27:51 | https://www.reddit.com/r/LocalLLaMA/comments/1q4ker3/pii_redaction_destroys_context_for_llms_how_do/ | Mindless-Potato-4848 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4ker3 | false | null | t3_1q4ker3 | /r/LocalLLaMA/comments/1q4ker3/pii_redaction_destroys_context_for_llms_how_do/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'rjxsZ5mZKRY6lIYoMhptAuRK7urPD4QxpstRzrAhQZ0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rjxsZ5mZKRY6lIYoMhptAuRK7urPD4QxpstRzrAhQZ0.png?width=108&crop=smart&auto=webp&s=58cbd0dffcac90c7651c58fc9679119e06deadac', 'width': 108}, {'height': 108, 'url': 'h... |
Maxun v0.0.31 | Autonomous Web Discovery & Search For AI | Open Source | 0 | Hey everyone, Maxun v0.0.31 is here.
Maxun is an open-source, self-hostable no-code web data extractor that gives you full control overr your data.
👉 GitHub: [https://github.com/getmaxun/maxun](https://github.com/getmaxun/maxun)
v0.0.31 allows you to automate data discovery at scale, whether you are mapping entire ... | 2026-01-05T11:55:01 | https://www.reddit.com/r/LocalLLaMA/comments/1q4jrpz/maxun_v0031_autonomous_web_discovery_search_for/ | carishmaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4jrpz | false | null | t3_1q4jrpz | /r/LocalLLaMA/comments/1q4jrpz/maxun_v0031_autonomous_web_discovery_search_for/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'eA8RjRYJUJsFzEjXRKaFvSMEPL51Yr4wuiGm9jSpha0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/eA8RjRYJUJsFzEjXRKaFvSMEPL51Yr4wuiGm9jSpha0.png?width=108&crop=smart&auto=webp&s=71228f2190d02c7716b02f874a097467b4e1c8b5', 'width': 108}, {'height': 108, 'url': 'h... |
Runpod to ComfyUI script | 0 | It's embarrassing to ask, but I'm at the basics, when I deploy on demand with the ComfyUI template how do I insert the script? | 2026-01-05T11:54:36 | https://www.reddit.com/r/LocalLLaMA/comments/1q4jrff/runpod_to_comfyui_script/ | Standard-Job-5498 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4jrff | false | null | t3_1q4jrff | /r/LocalLLaMA/comments/1q4jrff/runpod_to_comfyui_script/ | false | false | self | 0 | null |
Query (local) LLMs via email, with tool and attachment support | 1 | I mostly interact with LLMs using Emacs's gptel package, but have found myself wanting to query by email. I had some time over the holiday period and put together a Go service that checks an IMAP inbox, uses the OpenAI API to prompt an LLM (covering llama-server), and then responds with SMTP: https://github.com/chimeri... | 2026-01-05T11:53:25 | https://www.reddit.com/r/LocalLLaMA/comments/1q4jqm9/query_local_llms_via_email_with_tool_and/ | dwrz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4jqm9 | false | null | t3_1q4jqm9 | /r/LocalLLaMA/comments/1q4jqm9/query_local_llms_via_email_with_tool_and/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'gyrKGWUyjfAsrmScTM54cbnnJYEbekHlFyqBKuKsvd8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/gyrKGWUyjfAsrmScTM54cbnnJYEbekHlFyqBKuKsvd8.png?width=108&crop=smart&auto=webp&s=67096fd04bd77fc7c9c7f62558a58ddeca9986c4', 'width': 108}, {'height': 108, 'url': 'h... |
Built a small tool to understand AI cost & failures per feature (looking for feedback) | 0 | Hey folks 👋
I’ve been working on a small side project and wanted to get some honest feedback from people actually running AI in production.
**Problem I ran into:**
Vendor dashboards (OpenAI, Anthropic, etc.) show usage by model or API key, but once AI is embedded across multiple product features, it becomes hard t... | 2026-01-05T11:51:04 | https://www.reddit.com/r/LocalLLaMA/comments/1q4jp3l/built_a_small_tool_to_understand_ai_cost_failures/ | sparrow932703 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4jp3l | false | null | t3_1q4jp3l | /r/LocalLLaMA/comments/1q4jp3l/built_a_small_tool_to_understand_ai_cost_failures/ | false | false | self | 0 | null |
Falcon H1R 7B, a new reasoning model with 256k context window by the Technology Innovation Institute (TII) in Abu Dhabi | 120 | GGUF: [https://huggingface.co/tiiuae/Falcon-H1R-7B-GGUF](https://huggingface.co/tiiuae/Falcon-H1R-7B-GGUF)
Model: [https://huggingface.co/tiiuae/Falcon-H1R-7B](https://huggingface.co/tiiuae/Falcon-H1R-7B)
Blog post: [https://huggingface.co/blog/tiiuae/falcon-h1r-7b](https://huggingface.co/blog/tiiuae/falcon-h1r-7b) | 2026-01-05T11:48:59 | Nunki08 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1q4jnq0 | false | null | t3_1q4jnq0 | /r/LocalLLaMA/comments/1q4jnq0/falcon_h1r_7b_a_new_reasoning_model_with_256k/ | false | false | default | 120 | {'enabled': True, 'images': [{'id': 'khf18ffgqibg1', 'resolutions': [{'height': 116, 'url': 'https://preview.redd.it/khf18ffgqibg1.jpeg?width=108&crop=smart&auto=webp&s=4c5d493cb35d2e8e5161f7e6d9b9fb40817a63df', 'width': 108}, {'height': 232, 'url': 'https://preview.redd.it/khf18ffgqibg1.jpeg?width=216&crop=smart&auto=... | |
[UPDATE] TemporalLoRA Scales to Mistral-7B: 100% Router Accuracy and "Time Crystallization" confirmed on NVIDIA B200 | 0 | ERROR: type should be string, got "https://preview.redd.it/a4riohsnqibg1.png?width=2400&format=png&auto=webp&s=67e58e7f5990b1f38fffc644b3776e66eb14cbbe\n\nHi r/LocalLLaMA,\n\nA few days ago, I shared the proof-of-concept for **TemporalLoRA** on GPT-2. Thanks for the feedback! Many of you asked if this scales to larger models.\n\nI just finished a full testing suite on **Mistral-7B-Instruct-v0.2** using an **NVIDIA B200** (Runpod), and the results confirm that the \"Stability-First\" approach is even more robust at scale.\n\n**📊 Key Results (Jan 5, 2026):**\n\n1. **Perfect Routing:** The Time Mixer (gating network) achieved **100.0% accuracy** in distinguishing between Shakespeare (Literature) and Python (Code) domains after only 2 epochs of calibration.\n2. **Hysteresis Confirmed:** We measured a **9-token switch-lag** when returning from Python to Shakespeare. The model exhibits \"cognitive inertia\"—it doesn't just swap weights; it preserves a memory of its previous state.\n3. **Deep Crystallization:** We found a strong correlation (**r = 0.8644**) between the length of stay in a domain and the router's confidence. The longer the model \"lives\" in a context, the more stable its adapter activation becomes.\n\n**Why this matters for Local LLMs:** This architecture allows for **Continuous Learning** without the \"fine-tuning tax.\" You can keep adding specialized LoRAs, and the Temporal Router will handle the context switching with zero catastrophic forgetting of the base model logic.\n\n**Technical Stack:**\n\n* **Backbone:** Mistral-7B (Frozen)\n* **Hardware:** NVIDIA B200 (BF16)\n* **Inference/Training:** PyTorch 2.8.0+cu128\n* **LoRA Rank:** 8 / Alpha: 16\n\nThe full execution logs and the new `11-temporal-lora-large-model` directory are now live on GitHub.\n\n🔗 **Repo:**[https://github.com/vitali-sialedchyk/stability-first-ai](https://github.com/vitali-sialedchyk/stability-first-ai)\n\nI'm particularly interested in hearing from anyone working on **Long-term Memory** or **Dynamic MoE**. Does this \"Time as Stability\" approach align with what you're seeing in larger MoE deployments?\n\n" | 2026-01-05T11:46:58 | https://www.reddit.com/r/LocalLLaMA/comments/1q4jmcz/update_temporallora_scales_to_mistral7b_100/ | Waste-Persimmon-4735 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4jmcz | false | null | t3_1q4jmcz | /r/LocalLLaMA/comments/1q4jmcz/update_temporallora_scales_to_mistral7b_100/ | false | false | 0 | null | |
State-of-the-art embeddings specifically for writing style (not semantic content)? | 3 | Text embeddings collapse blocks of text into n-dimensional vectors, and similarity in that space represents semantic similarity.
But are there embeddings designed to capture *style* rather than meaning? The idea being that the same author would occupy a similar region of the space regardless of what they're writing ab... | 2026-01-05T11:44:00 | https://www.reddit.com/r/LocalLLaMA/comments/1q4jkc1/stateoftheart_embeddings_specifically_for_writing/ | Any_Entrepreneur9773 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1q4jkc1 | false | null | t3_1q4jkc1 | /r/LocalLLaMA/comments/1q4jkc1/stateoftheart_embeddings_specifically_for_writing/ | false | false | self | 3 | null |
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