title stringlengths 1 300 | score int64 0 8.54k | selftext stringlengths 0 41.5k | created timestamp[ns]date 2023-04-01 04:30:41 2026-03-04 02:14:14 ⌀ | url stringlengths 0 878 | author stringlengths 3 20 | domain stringlengths 0 82 | edited timestamp[ns]date 1970-01-01 00:00:00 2026-02-19 14:51:53 | gilded int64 0 2 | gildings stringclasses 7
values | id stringlengths 7 7 | locked bool 2
classes | media stringlengths 646 1.8k ⌀ | name stringlengths 10 10 | permalink stringlengths 33 82 | spoiler bool 2
classes | stickied bool 2
classes | thumbnail stringlengths 4 213 ⌀ | ups int64 0 8.54k | preview stringlengths 301 5.01k ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
I tracked GPU prices across 25 cloud providers and the price differences are insane (V100: $0.05/hr vs $3.06/hr) | 172 | I've been renting cloud GPUs for fine-tuning and got frustrated tab-hopping between providers trying to find the best deal. So I built a tool that scrapes real-time pricing from 25 cloud providers and puts it all in one place.
Some findings from the live data right now (Jan 2026):
**H100 SXM5 80GB:**
- Cheapest: $0.8... | 2026-01-26T15:53:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qnjsvz/i_tracked_gpu_prices_across_25_cloud_providers/ | sleepingpirates | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnjsvz | false | null | t3_1qnjsvz | /r/LocalLLaMA/comments/1qnjsvz/i_tracked_gpu_prices_across_25_cloud_providers/ | false | false | self | 172 | null |
I built a "hive mind" for Claude Code - 7 agents sharing memory and talking to each other | 299 | Been tinkering with multi-agent orchestration and wanted to share what came out of it.
\*\*The idea\*\*: Instead of one LLM doing everything, what if specialized agents (coder, tester, reviewer, architect, etc.) could coordinate on tasks, share persistent memory, and pass context between each other?
\*\*What it d... | 2026-01-26T15:49:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qnjota/i_built_a_hive_mind_for_claude_code_7_agents/ | Historical-Celery-83 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnjota | false | null | t3_1qnjota | /r/LocalLLaMA/comments/1qnjota/i_built_a_hive_mind_for_claude_code_7_agents/ | false | false | self | 299 | null |
Local image generation with Ollama + FLUX + Celeste AI | 0 | I think this is my FAVORITE feature so far! 🚀🦙
Local Image Generation via Ollama —powered by Black Forest Labs.
I can now generate high-quality images locally on my MacBook Pro in \~20 seconds — and it costs $0.
Using the same multimodal API I use for text/audio/video!
await celeste.images.generate... | 2026-01-26T15:44:10 | Familiar_Print_4882 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qnjjkl | false | null | t3_1qnjjkl | /r/LocalLLaMA/comments/1qnjjkl/local_image_generation_with_ollama_flux_celeste_ai/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'lkdh65o9rpfg1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/lkdh65o9rpfg1.jpeg?width=108&crop=smart&auto=webp&s=e507b1745034d364dcf0fb3db9dda83ecd091a96', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/lkdh65o9rpfg1.jpeg?width=216&crop=smart&auto=... | |
SHELLper 🐚: 0.6B Model Excels at Multi-Turn Function Calling | 16 | We fine-tuned a 0.6B model to convert plain English requests into executable bash commands. Because it's small, you can run it locally on your laptop, with full control of data privacy.
Multi-turn tool calling is notoriously difficult for small models - before tuning, Qwen3-0.6B had a single tool call prediction accur... | 2026-01-26T15:40:36 | https://www.reddit.com/r/LocalLLaMA/comments/1qnjfwp/shellper_06b_model_excels_at_multiturn_function/ | gabucz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnjfwp | false | null | t3_1qnjfwp | /r/LocalLLaMA/comments/1qnjfwp/shellper_06b_model_excels_at_multiturn_function/ | false | false | self | 16 | null |
Tether: control AI agents from your phone over local network | 1 | I built Tether, a tool to control coding agents from your phone over your local network. It runs on your machine and connects directly.
Currently it only supports Claude and Codex (started as a quick proof of concept, as these things do), but I'm adding local model support. Not sure where to begin yet though.
Open so... | 2026-01-26T15:35:51 | https://www.reddit.com/r/LocalLLaMA/comments/1qnjb2f/tether_control_ai_agents_from_your_phone_over/ | wouldacouldashoulda | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnjb2f | false | null | t3_1qnjb2f | /r/LocalLLaMA/comments/1qnjb2f/tether_control_ai_agents_from_your_phone_over/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': '1WUyvXE7uuejGXpHm4tQP608pqLlbhMnzkE12KorS_Y', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/1WUyvXE7uuejGXpHm4tQP608pqLlbhMnzkE12KorS_Y.jpeg?width=108&crop=smart&auto=webp&s=1f3f8d3862e421e263399367364d357ca668926d', 'width': 108}, {'height': 113, 'url': '... |
Pushing Qwen3-Max-Thinking Beyond its Limits | 64 | 2026-01-26T15:29:01 | https://qwen.ai/blog?id=qwen3-max-thinking | s_kymon | qwen.ai | 1970-01-01T00:00:00 | 0 | {} | 1qnj487 | false | null | t3_1qnj487 | /r/LocalLLaMA/comments/1qnj487/pushing_qwen3maxthinking_beyond_its_limits/ | false | false | default | 64 | null | |
Context window exhaustion in long ChatGPT sessions — how do you handle it locally? | 0 | >
*(Crosspost the original* r/ChatGPT *thread )* | 2026-01-26T15:27:07 | https://www.reddit.com/r/LocalLLaMA/comments/1qnj2ad/context_window_exhaustion_in_long_chatgpt/ | Only-Frosting-5667 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnj2ad | false | null | t3_1qnj2ad | /r/LocalLLaMA/comments/1qnj2ad/context_window_exhaustion_in_long_chatgpt/ | false | false | self | 0 | null |
Opal-v1.0 Release - Reasoning dataset for LLM fine-tuning | 5 | Hey guys! We are Dltha Labs, a small Italian start-up.
Below is a link to our new dataset (Opal v1.0). Please note that this dataset (which now contains 1.4K+ records) will be expanded in the future, hence v1.0.
**Technical details**
Size: 1437 samples
Format: JSONL
License: Apache 2.0
Source: Multi-agent Verif... | 2026-01-26T15:14:42 | https://www.reddit.com/r/LocalLLaMA/comments/1qnipwx/opalv10_release_reasoning_dataset_for_llm/ | Western-Doughnut4375 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnipwx | false | null | t3_1qnipwx | /r/LocalLLaMA/comments/1qnipwx/opalv10_release_reasoning_dataset_for_llm/ | false | false | self | 5 | null |
New to scene, i want to set up llama 70b on my computer, is it possible? | 5 | I'd appreciate any help!! how to train it/use it etc
thank you for your time and answer!!
I will add the specs of my computer as an image | 2026-01-26T15:10:54 | kadavrahoplatan | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qnim79 | false | null | t3_1qnim79 | /r/LocalLLaMA/comments/1qnim79/new_to_scene_i_want_to_set_up_llama_70b_on_my/ | false | false | default | 5 | {'enabled': True, 'images': [{'id': '3q8biksbmpfg1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/3q8biksbmpfg1.jpeg?width=108&crop=smart&auto=webp&s=eac88f4346b7998ac88d5aeacb0a17cfe2e51abe', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/3q8biksbmpfg1.jpeg?width=216&crop=smart&auto=... | |
Fun with Omarchy MCP | 0 | Decided to have a bit of fun with Omarchy MCP - just a collection of tools around calling `omarchy-*` bash commands was all it took to be able to use AI to customize the Desktop.
- Quick Demo: [https://youtu.be/eV17C0cJz00](https://youtu.be/eV17C0cJz00?si=7jhj0MwNpdJ09HZC)
- Omarchy MCP GitHub Repo: [https://github.c... | 2026-01-26T14:56:52 | https://www.reddit.com/r/LocalLLaMA/comments/1qni8cq/fun_with_omarchy_mcp/ | mythz | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qni8cq | false | null | t3_1qni8cq | /r/LocalLLaMA/comments/1qni8cq/fun_with_omarchy_mcp/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'y3IpJ6q0L1dA3dfOs7ViYO4-UYYgGmausJZbkQNU83w', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/y3IpJ6q0L1dA3dfOs7ViYO4-UYYgGmausJZbkQNU83w.jpeg?width=108&crop=smart&auto=webp&s=b2f859674b055a0f19fff1619ee42f12ef587105', 'width': 108}, {'height': 162, 'url': '... |
216GB VRAM on the bench. Time to see which combination is best for Local LLM | 376 | Sencondhand Tesla GPUs boast a lot of VRAM for not a lot of money. Many LLM backends can take advantage of many GPUs crammed into a single server. A question I have is how well do these cheap cards compare against more modern devices when parallelized? I recently published a [GPU server benchmarking suite](https://esol... | 2026-01-26T14:51:22 | eso_logic | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qni356 | false | null | t3_1qni356 | /r/LocalLLaMA/comments/1qni356/216gb_vram_on_the_bench_time_to_see_which/ | false | false | default | 376 | {'enabled': True, 'images': [{'id': '5ilrgdymhpfg1', 'resolutions': [{'height': 72, 'url': 'https://preview.redd.it/5ilrgdymhpfg1.jpeg?width=108&crop=smart&auto=webp&s=89ffc82f6cb1cb6f66e86d2e524a0ede005338e4', 'width': 108}, {'height': 144, 'url': 'https://preview.redd.it/5ilrgdymhpfg1.jpeg?width=216&crop=smart&auto=w... | |
I'been using a 8 GB RAM + 2 GB VRAM +Lenovo Ideapad 1 + Linux Lite laptop. Any good model for that laptop? | 0 | I like local AI, but on that laptop, I wanted to run a local AI model. Which yall do you ya prefer for my laptop? | 2026-01-26T14:36:46 | https://www.reddit.com/r/LocalLLaMA/comments/1qnhphw/ibeen_using_a_8_gb_ram_2_gb_vram_lenovo_ideapad_1/ | Ok-Type-7663 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnhphw | false | null | t3_1qnhphw | /r/LocalLLaMA/comments/1qnhphw/ibeen_using_a_8_gb_ram_2_gb_vram_lenovo_ideapad_1/ | false | false | self | 0 | null |
Achieved BWT of -0.017 (Near-Zero Forgetting) on Sequential LoRA Fine-Tuning (4 tasks) without Replay Buffers. Looking for validation. | 5 | Hi everyone,
I'm working on a research project regarding **Continual Learning** in LLMs and I've engaged in a stress test that is producing results that seem "too good to be true" compared to standard baselines. I'm looking for external validation on the setup to ensure I'm not playing myself, or if this aligns with S... | 2026-01-26T14:35:24 | Glum_Raspberry4551 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qnho7u | false | null | t3_1qnho7u | /r/LocalLLaMA/comments/1qnho7u/achieved_bwt_of_0017_nearzero_forgetting_on/ | false | false | default | 5 | {'enabled': True, 'images': [{'id': 'g0ugaq7xfpfg1', 'resolutions': [{'height': 38, 'url': 'https://preview.redd.it/g0ugaq7xfpfg1.png?width=108&crop=smart&auto=webp&s=628391da56feba4116cf917f1eac54571b6fa701', 'width': 108}, {'height': 77, 'url': 'https://preview.redd.it/g0ugaq7xfpfg1.png?width=216&crop=smart&auto=webp... | |
Qwen-next 80B 2601 | 0 | It sure would be nice to have Qwen-next 80B, further trained a little bit more.
Qwen used 1/10 compute for first release months ago (vs Qwen3 equiv). They've been cooking a long time. | 2026-01-26T14:35:11 | https://www.reddit.com/r/LocalLLaMA/comments/1qnho0i/qwennext_80b_2601/ | bennmann | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnho0i | false | null | t3_1qnho0i | /r/LocalLLaMA/comments/1qnho0i/qwennext_80b_2601/ | false | false | self | 0 | null |
GLM-4.7 vs DeepSeek V3.2 vs Kimi K2 Thinking vs MiniMax-M2.1 | 34 | 2026 models are coming soon but I want to evaluate what is best out of the 2025 lot
Pls give experiences and viewpoints for these models
Particularly agentic, coding, math and STEM but also other uses | 2026-01-26T14:30:03 | https://www.reddit.com/r/LocalLLaMA/comments/1qnhj9j/glm47_vs_deepseek_v32_vs_kimi_k2_thinking_vs/ | SlowFail2433 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnhj9j | false | null | t3_1qnhj9j | /r/LocalLLaMA/comments/1qnhj9j/glm47_vs_deepseek_v32_vs_kimi_k2_thinking_vs/ | false | false | self | 34 | null |
i experimented with rag. i think i built a substrate for data to become aware of itself and its surroundings. | 0 | let me explain what that means technically.
current rag (what everyone does):
chunk text → embed into vector → query comes in → cosine similarity → return top k → done
chunks are dead coordinates in space.
what i built:
every chunk has an identity. not metadata - self-knowledge.
a chunk knows what it longs for (w... | 2026-01-26T14:23:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qnhd4m/i_experimented_with_rag_i_think_i_built_a/ | One-Neighborhood4868 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnhd4m | false | null | t3_1qnhd4m | /r/LocalLLaMA/comments/1qnhd4m/i_experimented_with_rag_i_think_i_built_a/ | false | false | self | 0 | null |
Train a LLM from scratch on macbook [Part 1] | 10 | I have created a jupyter notebook containing all the essential components required to pretrain a LLM from scratch, using pytorch and mlx.
[Github repo link](https://github.com/hamaadtahiir/train_llm_mlx)
[Youtube video](https://youtu.be/ZgjiTNsOAW0)
Next parts will cover the alignment techniques, reasoning and mu... | 2026-01-26T14:15:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qnh5rq/train_a_llm_from_scratch_on_macbook_part_1/ | BABA_yaaGa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnh5rq | false | null | t3_1qnh5rq | /r/LocalLLaMA/comments/1qnh5rq/train_a_llm_from_scratch_on_macbook_part_1/ | false | false | self | 10 | null |
Can't load bigger quants in Strix Halo 128gb | 1 | I have a Strix Halo desktop (128 gb ram) which I usually use with medium sized LLMs, but today I decided to try quants of the bigger models (still a noob, so bear with me.)
Using ttm.pages_limit=31457280, dmesg reports "amdgpu: 122880M of GTT memory ready."
If I use llama-server (default options, in linux, gnome term... | 2026-01-26T14:06:12 | https://www.reddit.com/r/LocalLLaMA/comments/1qngxm0/cant_load_bigger_quants_in_strix_halo_128gb/ | TheGlobinKing | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qngxm0 | false | null | t3_1qngxm0 | /r/LocalLLaMA/comments/1qngxm0/cant_load_bigger_quants_in_strix_halo_128gb/ | false | false | self | 1 | null |
V100 32GB SXM vs 3080 20GB - weird 3080 gives lesser t/s on GLM 4.7 | 1 | I get 50+ t/s in 3080 alone where as with V100 alone get 70+ t/s on GLM 4.7 Flash U6 unsloth gguf. i enable CUDA devices to test this in llama.cpp after doing the fit params. How can I explain this? | 2026-01-26T14:05:28 | https://www.reddit.com/r/LocalLLaMA/comments/1qngwzz/v100_32gb_sxm_vs_3080_20gb_weird_3080_gives/ | SectionCrazy5107 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qngwzz | false | null | t3_1qngwzz | /r/LocalLLaMA/comments/1qngwzz/v100_32gb_sxm_vs_3080_20gb_weird_3080_gives/ | false | false | self | 1 | null |
I have a 1tb SSD I'd like to fill with models and backups of data like wikipedia for a doomsday scenario | 48 | Got a portable 1TB SSD to fill with LLMs for a doomsday scenario. Yeah, it's more fun than practical, but I like the idea of having everything I need in the case that models are taken down, etc. I won't mention the plethora of other ways life could rug pull you or me depending on where you were born / live, but you can... | 2026-01-26T13:02:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qnffo6/i_have_a_1tb_ssd_id_like_to_fill_with_models_and/ | synth_mania | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnffo6 | false | null | t3_1qnffo6 | /r/LocalLLaMA/comments/1qnffo6/i_have_a_1tb_ssd_id_like_to_fill_with_models_and/ | false | false | self | 48 | null |
Minimax Is Teasing M2.2 | 203 | It seems like February is going to be a busy month for Chinese Labs.
We have Deepseek v4, Kimi K3 and now MiniMax M2.2 apparently dropping.
And apparently ByteDance will be releasing their own giga-potato model, though this one might be closed source. | 2026-01-26T13:01:21 | Few_Painter_5588 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qnfegx | false | null | t3_1qnfegx | /r/LocalLLaMA/comments/1qnfegx/minimax_is_teasing_m22/ | false | false | default | 203 | {'enabled': True, 'images': [{'id': 'lpxibm1qyofg1', 'resolutions': [{'height': 120, 'url': 'https://preview.redd.it/lpxibm1qyofg1.png?width=108&crop=smart&auto=webp&s=1154a8d31d7f28de18b0a45e60593c565b83ff1b', 'width': 108}, {'height': 241, 'url': 'https://preview.redd.it/lpxibm1qyofg1.png?width=216&crop=smart&auto=we... | |
Local LLMs CPU usage | 1 | Hello,
Should localllms utilize CPU by default? I see VRAM usage but GPU usage itself is very low while CPU is 100%.
I am running few local LLM 7b, 8b and sometimes 20b.
My specs:
CPU: 9800X3D
GPU: RX 6900XT 16GB
RAM: 48GB
OS: Bazzite
| 2026-01-26T12:57:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qnfb9t/local_llms_cpu_usage/ | FixGood6833 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnfb9t | false | null | t3_1qnfb9t | /r/LocalLLaMA/comments/1qnfb9t/local_llms_cpu_usage/ | false | false | self | 1 | null |
Setting up LLM model locally using 3060ti | 1 | Just done setting up llama.cpp, I am trying to run a quantized version of this GLM 4.7 Flash (GLM-4.7-Flash-UD-Q5\_K\_XL) locally on my PC after hearing the hyper around it.
Specs: 32GB RAM, 8GB VRAM 3060ti, r7 5700x CPU. Issue is that it is painfully slow even with a very low context window. Gives 6-10 token/s with t... | 2026-01-26T12:54:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qnf90m/setting_up_llm_model_locally_using_3060ti/ | iucoffin | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnf90m | false | null | t3_1qnf90m | /r/LocalLLaMA/comments/1qnf90m/setting_up_llm_model_locally_using_3060ti/ | false | false | self | 1 | null |
Should AI Companies NEED TO RELEASE OPEN WEIGHT MODELS to be standardized in reality so we know the pre training bias because. *cough* | 0 | companies like anthropic, which are “””””fully funded privately”””\* should have to release their models if they have frontier methods in order to not dissuade the public from truth unless that’s their goal in which case go local cognitive bias
\* I say this only because of Golden Gate Claude
what if Coca-Cola gave C... | 2026-01-26T12:52:22 | Accurate_Complaint48 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qnf7e5 | false | null | t3_1qnf7e5 | /r/LocalLLaMA/comments/1qnf7e5/should_ai_companies_need_to_release_open_weight/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'h86nkhamxofg1', 'resolutions': [{'height': 37, 'url': 'https://preview.redd.it/h86nkhamxofg1.jpeg?width=108&crop=smart&auto=webp&s=3f417009925ce0b72b1da6939f59ccd460a564b5', 'width': 108}, {'height': 74, 'url': 'https://preview.redd.it/h86nkhamxofg1.jpeg?width=216&crop=smart&auto=we... | |
Disable H Neurons in local llms? | 0 | https://arxiv.org/abs/2512.01797
So, can this be applied to already existing local models to make them hallucinate less? It might not be good for roleplaying or diplomatic situations, but might be better in more serious ones, maybe less sicofancy? | 2026-01-26T12:51:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qnf6jw/disable_h_neurons_in_local_llms/ | Silver-Champion-4846 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnf6jw | false | null | t3_1qnf6jw | /r/LocalLLaMA/comments/1qnf6jw/disable_h_neurons_in_local_llms/ | false | false | self | 0 | null |
NVFP4 Docker Image Recommendatin for nvidia DGX Spark | 2 | I got my hands on a DGX spark bundle a month ago. I'm really happy with this tiny piece of monster and have been testing its capabilities since then. I have created my own RAG pipelines and tested several models with several different docker images.
One problem I have is choosing a right docker image for nvfp4 inferen... | 2026-01-26T12:41:15 | https://www.reddit.com/r/LocalLLaMA/comments/1qnez4f/nvfp4_docker_image_recommendatin_for_nvidia_dgx/ | edmerf | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnez4f | false | null | t3_1qnez4f | /r/LocalLLaMA/comments/1qnez4f/nvfp4_docker_image_recommendatin_for_nvidia_dgx/ | false | false | self | 2 | null |
Is it possible to connect local LLM with cloud GPU? | 0 | I have been running GLM 4.6 via API for agentic coding tasks like tool calling and multi-step reasoning on my python repos.... and it's solid on benchmarks but the privacy leaks from sending data to providers are really hitting me. Want to shift to fully local inference for sensitive workflows without constant API call... | 2026-01-26T12:32:34 | https://www.reddit.com/r/LocalLLaMA/comments/1qnespt/is_it_possible_to_connect_local_llm_with_cloud_gpu/ | Significant_Loss_541 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnespt | false | null | t3_1qnespt | /r/LocalLLaMA/comments/1qnespt/is_it_possible_to_connect_local_llm_with_cloud_gpu/ | false | false | self | 0 | null |
Running KimiK2 locally | 32 | 2026-01-26T12:27:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qneoxf/running_kimik2_locally/ | Temporary-Sector-947 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qneoxf | false | null | t3_1qneoxf | /r/LocalLLaMA/comments/1qneoxf/running_kimik2_locally/ | false | false | 32 | null | ||
native-devtools-mcp v0.2.2 released - Added native Windows UI control | 0 | Hi everyone!
Last week I posted about \`native-devtools-mcp\`, an MCP server I created that mimics the Chrome DevTools Protocol for native desktop apps (mostly for GUI testing / agent automation).
I have just released the v0.2.2 that introduces Windows UI manipulation support!
As with MacOS implementation, the MC... | 2026-01-26T11:55:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qne201/nativedevtoolsmcp_v022_released_added_native/ | SkyLunat1c | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qne201 | false | null | t3_1qne201 | /r/LocalLLaMA/comments/1qne201/nativedevtoolsmcp_v022_released_added_native/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '-wJEsIblKzaIruqL82xU6wdvH5tFtI4R3oEi6gSlvRQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/-wJEsIblKzaIruqL82xU6wdvH5tFtI4R3oEi6gSlvRQ.png?width=108&crop=smart&auto=webp&s=c2fbb80ffaa140fa5093bad33cc7fd386f05698a', 'width': 108}, {'height': 108, 'url': 'h... |
What’s the best model to run on a 5060 ti 16GB in 2026? | 0 | I’m looking for **good LLMs for roleplaying**. (RTX 5060 Ti 16GB + 32GB ddr4 RAM) I recently tried some models i found online but they really didnt work well for me (either constant errors, slow response times or keep forgetting roleplay rules) I use llm studio and silly tavern. Is there any good models for character c... | 2026-01-26T11:55:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qne1ds/whats_the_best_model_to_run_on_a_5060_ti_16gb_in/ | AmonNacht | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qne1ds | false | null | t3_1qne1ds | /r/LocalLLaMA/comments/1qne1ds/whats_the_best_model_to_run_on_a_5060_ti_16gb_in/ | false | false | self | 0 | null |
What's the best way to get ClawdBot to use the browser? I can't seem to get it to work (CDP) | 0 | I've setup CB (ClawdBot) all good and it's been responsive.(WSL under Windows 11 OS)
I installed VOB (Verify-on-Browser) skill.
On the same machine, I launched chrome with CDP and verified it running on local host port 9222
I turned off my firewall just to be sure.
Now, I gave all that info to CB and asked it to ... | 2026-01-26T11:50:12 | https://www.reddit.com/r/LocalLLaMA/comments/1qndy1x/whats_the_best_way_to_get_clawdbot_to_use_the/ | TruthTellerTom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qndy1x | false | null | t3_1qndy1x | /r/LocalLLaMA/comments/1qndy1x/whats_the_best_way_to_get_clawdbot_to_use_the/ | false | false | self | 0 | null |
Need Advice: Which LLM Handles NPCs & In-Game Lore Best Without Breaking the Bank? | 1 | Hi everyone,
I’m looking to integrate a language model into a game I’m working on. It will power NPCs and help enrich the world, so it needs to handle roleplay naturally and stay in-character.
Here’s what I’m looking for:
1. **Minimal hallucinations** – shouldn’t reference current-day narratives or real people.
2. *... | 2026-01-26T11:05:44 | https://www.reddit.com/r/LocalLLaMA/comments/1qnd4q3/need_advice_which_llm_handles_npcs_ingame_lore/ | audioses | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnd4q3 | false | null | t3_1qnd4q3 | /r/LocalLLaMA/comments/1qnd4q3/need_advice_which_llm_handles_npcs_ingame_lore/ | false | false | self | 1 | null |
Qwen 3 agent not writing correctly | 0 | If I ask it to enhance a certain file or even write e.g (style.css) it’ll give me an incomplete version in terminal and not even write to the file. I’m using llama-cpp | 2026-01-26T10:48:46 | https://www.reddit.com/r/LocalLLaMA/comments/1qnctx6/qwen_3_agent_not_writing_correctly/ | Wooden_Ad_6458 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnctx6 | false | null | t3_1qnctx6 | /r/LocalLLaMA/comments/1qnctx6/qwen_3_agent_not_writing_correctly/ | false | false | self | 0 | null |
The awesome GitHub collection of Clawdbot Skills | 1 | This is useful if you’re wondering what kind of skills an AI assistant can have.
Everything is grouped, so it’s easier to understand what’s possible.
Created repo with Clawdbot Skills. Incl. config skills. Made it simple for easy browsing. May help those interested.
Skills in this list are sourced from Clawdhub ... | 2026-01-26T10:14:35 | https://github.com/VoltAgent/awesome-clawdbot-skills | omeraplak | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qnc8tu | false | null | t3_1qnc8tu | /r/LocalLLaMA/comments/1qnc8tu/the_awesome_github_collection_of_clawdbot_skills/ | false | false | default | 1 | null |
How do you handle persistent context/worldview injection in local models? | 1 | [removed] | 2026-01-26T10:08:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qnc500/how_do_you_handle_persistent_contextworldview/ | Level-Comb-6934 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnc500 | false | null | t3_1qnc500 | /r/LocalLLaMA/comments/1qnc500/how_do_you_handle_persistent_contextworldview/ | false | false | self | 1 | null |
How to properly extract mathematical equations and images from PDF for a Python RAG chatbot? | 2 | Hi everyone,
I'm building a local AI RAG chatbot application in Python that should answer strictly from user‑provided documents. I'm running into an issue when extracting content from PDFs. When I use something like `pypdf` and then split the text into chunks, mathematical equations and images are extracted poorly or... | 2026-01-26T09:44:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qnbqbm/how_to_properly_extract_mathematical_equations/ | Koaskdoaksd | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnbqbm | false | null | t3_1qnbqbm | /r/LocalLLaMA/comments/1qnbqbm/how_to_properly_extract_mathematical_equations/ | false | false | self | 2 | null |
Minimax-m2.1 looping and heavily hallucinating (only change was updating llama.cpp) | 13 | I've been using minimax-m2.1 now and then with good results but today, after updating llama.cpp, ud-q4-kxl started to loop heavily (never saw that before) and ud-q5-kxl answered a completely different question (not even "hallucinating", as from start it gave an answer to an entire different question/prompt).
As the... | 2026-01-26T09:36:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qnblrd/minimaxm21_looping_and_heavily_hallucinating_only/ | relmny | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnblrd | false | null | t3_1qnblrd | /r/LocalLLaMA/comments/1qnblrd/minimaxm21_looping_and_heavily_hallucinating_only/ | false | false | self | 13 | null |
Why I canceled my ChatGPT subscription and you should, too: their COO gave $25M to MAGA, Inc. in September 2025 | 27 | 2026-01-26T09:31:12 | Larry___David | i.imgur.com | 1970-01-01T00:00:00 | 0 | {} | 1qnbiy5 | false | null | t3_1qnbiy5 | /r/LocalLLaMA/comments/1qnbiy5/why_i_canceled_my_chatgpt_subscription_and_you/ | false | false | default | 27 | null | ||
Best model for 6 GB Vram 16 GM Ram? | 8 | Hi all,
Which would be the best model for research and coding. My specs are are follows
Nvidia 3060 6 GB
16 GB DDR5 Ram
Nvme SSD 1 TB
Thanks. | 2026-01-26T09:25:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qnbfdb/best_model_for_6_gb_vram_16_gm_ram/ | JS1DH | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnbfdb | false | null | t3_1qnbfdb | /r/LocalLLaMA/comments/1qnbfdb/best_model_for_6_gb_vram_16_gm_ram/ | false | false | self | 8 | null |
Why so much hype around the Mac Mini for ClawdBot? | 0 | Is there anything that's missing from all this hype around the Mac Mini with CloudBot?
I've looked at I've looked at the spec, I didn't run it yet, but I don't understand why someone would use a would buy a Mac Mini instead of using a AWS or a VPS or whatever similar.
Can anyone explain me? | 2026-01-26T09:23:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qnbegl/why_so_much_hype_around_the_mac_mini_for_clawdbot/ | Interesting-Food4834 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnbegl | false | null | t3_1qnbegl | /r/LocalLLaMA/comments/1qnbegl/why_so_much_hype_around_the_mac_mini_for_clawdbot/ | false | false | self | 0 | null |
Cost Analysis: Subscription vs Token-Based Pricing for Long-Form RP & Character Workloads | 0 | A lot of recent threads here discuss inference cost, token pricing, and whether subscriptions actually make sense for long-form usage. I wanted to share a cost-oriented perspective specifically for **roleplay and character-driven workloads**, which behave very differently from short Q&A.
This isn’t a recommendation po... | 2026-01-26T08:50:29 | https://www.reddit.com/r/LocalLLaMA/comments/1qnauyj/cost_analysis_subscription_vs_tokenbased_pricing/ | Forward_Reaction6744 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnauyj | false | null | t3_1qnauyj | /r/LocalLLaMA/comments/1qnauyj/cost_analysis_subscription_vs_tokenbased_pricing/ | false | false | self | 0 | null |
A look inside the latest build - Nvidia GH200 desktop 144GB HBM3e, 624GB RAM, RTX Pro 6000, liquid-cooled. | 16 | 2026-01-26T08:49:07 | https://v.redd.it/ocgeub4wpnfg1 | GPTshop---ai | /r/LocalLLaMA/comments/1qnau4g/a_look_inside_the_latest_build_nvidia_gh200/ | 1970-01-01T00:00:00 | 0 | {} | 1qnau4g | false | null | t3_1qnau4g | /r/LocalLLaMA/comments/1qnau4g/a_look_inside_the_latest_build_nvidia_gh200/ | false | false | 16 | {'enabled': False, 'images': [{'id': 'ejltNzAzNXdwbmZnMVpKx18zu2Al60haJHCIipoecy1_uH38KnrawZp01IuI', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ejltNzAzNXdwbmZnMVpKx18zu2Al60haJHCIipoecy1_uH38KnrawZp01IuI.png?width=108&crop=smart&format=pjpg&auto=webp&s=dc85f651820ee0012aca93a20a88c4f8cf631... | ||
Can I run a strictly structured Autonomous Coding Agent (DDD, C4 Arch) locally with 32GB vRAM? (AMD Setup) | 1 | Hi all!
I’m looking to set up a fully local coding agent workflow and wanted to sanity-check my hardware capabilities and ask for model/stack recommendations.
**My rig:**
* **GPU:** AMD Radeon AI PRO R9700 (32GB vRAM)
* **CPU:** AMD Ryzen 7 9800X3D
* **RAM:** 96 GB System RAM (DDR5 6000MHz)
**The Goal:** I want to ... | 2026-01-26T08:45:23 | https://www.reddit.com/r/LocalLLaMA/comments/1qnartv/can_i_run_a_strictly_structured_autonomous_coding/ | SirCypkowskyy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnartv | false | null | t3_1qnartv | /r/LocalLLaMA/comments/1qnartv/can_i_run_a_strictly_structured_autonomous_coding/ | false | false | self | 1 | null |
How Did We Get Here? The largest companies are replacing their already cheap outsourced support staff with AI chatbots, | 33 | and they hallucinate back completely irrelevant responses. I had to choose the flair but this is not funny, especially given that a magic phrase "chat with human" does not work anymore.
Personal experience with Ebay: "I completely understand your frustration with $something" (the question was about a very different th... | 2026-01-26T08:37:40 | https://www.reddit.com/r/LocalLLaMA/comments/1qnan7u/how_did_we_get_here_the_largest_companies_are/ | MelodicRecognition7 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnan7u | false | null | t3_1qnan7u | /r/LocalLLaMA/comments/1qnan7u/how_did_we_get_here_the_largest_companies_are/ | false | false | self | 33 | null |
Niena Starter Kit | 0 | 2026-01-26T08:29:33 | https://www.reddit.com/r/LocalLLaMA/comments/1qnaigd/niena_starter_kit/ | Parking_Field4038 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnaigd | false | null | t3_1qnaigd | /r/LocalLLaMA/comments/1qnaigd/niena_starter_kit/ | false | false | 0 | null | ||
Niena Starter Kit | 1 | [removed] | 2026-01-26T08:28:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qnahq6/niena_starter_kit/ | Parking_Field4038 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnahq6 | false | null | t3_1qnahq6 | /r/LocalLLaMA/comments/1qnahq6/niena_starter_kit/ | false | false | 1 | null | |
Niena Starter Kit. | 1 | [removed] | 2026-01-26T08:26:10 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1qnagfg | false | null | t3_1qnagfg | /r/LocalLLaMA/comments/1qnagfg/niena_starter_kit/ | false | false | default | 1 | null | ||
Niena Starter Kit | 1 | 2026-01-26T08:24:43 | Parking_Field4038 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qnafku | false | null | t3_1qnafku | /r/LocalLLaMA/comments/1qnafku/niena_starter_kit/ | false | false | default | 1 | {'enabled': True, 'images': [{'id': 'w6fd7jlulnfg1', 'resolutions': [{'height': 70, 'url': 'https://preview.redd.it/w6fd7jlulnfg1.jpeg?width=108&crop=smart&auto=webp&s=81513857f5b53cbf4183763e2758174cc4d0ed1d', 'width': 108}, {'height': 140, 'url': 'https://preview.redd.it/w6fd7jlulnfg1.jpeg?width=216&crop=smart&auto=w... | ||
Niena Kit CLI | 1 | [removed] | 2026-01-26T08:22:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qnaeje/niena_kit_cli/ | Parking_Field4038 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qnaeje | false | null | t3_1qnaeje | /r/LocalLLaMA/comments/1qnaeje/niena_kit_cli/ | false | false | self | 1 | null |
( lmarena.ai) I’m facing a recurring issue while using text/image AI tools and I’m not sure if this is an account, browser, or security system bug. | 0 | I’m having a strange problem while using Gemini image/text AI in lmarena.ai. Problem one: After doing a few prompts (text or image), I start getting this message:
“Something went wrong with this response, please try again.”
Refreshing or retrying doesn’t fix it.
Problem two: After that, I get sent to a security verific... | 2026-01-26T08:21:10 | https://www.reddit.com/gallery/1qnadj0 | Same-Butterscotch225 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qnadj0 | false | null | t3_1qnadj0 | /r/LocalLLaMA/comments/1qnadj0/lmarenaai_im_facing_a_recurring_issue_while_using/ | false | false | 0 | null | |
Multi-agent orchestration pattern for better LLM code output | 1 | [removed] | 2026-01-26T07:53:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qn9wc3/multiagent_orchestration_pattern_for_better_llm/ | Altruistic-Art-188 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn9wc3 | false | null | t3_1qn9wc3 | /r/LocalLLaMA/comments/1qn9wc3/multiagent_orchestration_pattern_for_better_llm/ | false | false | self | 1 | null |
Reflow Studio v0.5: A fully local, portable Neural Dubbing Workstation (RVC + Wav2Lip + GFPGAN). No Python install required. | 57 | # The Problem
I got tired of relying on cloud services or setting up complex Python environments just to run basic AI dubbing workflows. I wanted something that felt like a proper "app"—offline, private, and cool to look at.
# The Solution: Reflow Studio v0.5
I built a fully portable, local workstation that combines *... | 2026-01-26T07:32:05 | https://v.redd.it/sesj5xfdcnfg1 | MeanManagement834 | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qn9jg3 | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/sesj5xfdcnfg1/DASHPlaylist.mpd?a=1772004739%2CNDE4N2I2YmFhYWQ1YTFhNDY2OGU4MGI3NWY5NTY5N2ExYzAyNjAyODg1OWE5MGUzZjBjNmIwYzc2ODk2ZjBiMg%3D%3D&v=1&f=sd', 'duration': 39, 'fallback_url': 'https://v.redd.it/sesj5xfdcnfg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qn9jg3 | /r/LocalLLaMA/comments/1qn9jg3/reflow_studio_v05_a_fully_local_portable_neural/ | false | false | 57 | {'enabled': False, 'images': [{'id': 'ajZpMWRzZGRjbmZnMd4x9B9VcVNKweplxa8BtHpj-my1OgtVfslok1CAkfL6', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/ajZpMWRzZGRjbmZnMd4x9B9VcVNKweplxa8BtHpj-my1OgtVfslok1CAkfL6.png?width=108&crop=smart&format=pjpg&auto=webp&s=76ec9f15c1bf29f0789c2ae991871e2a2e93c... | |
GLM flash and MLA | 3 | does the new glm 4.5 flash use MLA à la Deepseek?
if so, is it the only small (<70B) model we have available that uses MLA? When DS described MLA I assumed everyone would start using it bc it seemed like a free lunch. so I’m curious why it’s taken so long for it to appear in other models (especially smaller ones) | 2026-01-26T07:31:50 | https://www.reddit.com/r/LocalLLaMA/comments/1qn9jbc/glm_flash_and_mla/ | blahbhrowawayblahaha | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn9jbc | false | null | t3_1qn9jbc | /r/LocalLLaMA/comments/1qn9jbc/glm_flash_and_mla/ | false | false | self | 3 | null |
Does Claude Code still collect data when I use with Ollama? | 0 | I want to start using local ai agents to complete tasks on my local machine however I'm concerned that since claude code is not open source that they will still collect my data even if I use my local hardware for the LLM. Is it safe or should I use something like opencode? | 2026-01-26T06:37:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qn8klt/does_claude_code_still_collect_data_when_i_use/ | dbzunicorn | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn8klt | false | null | t3_1qn8klt | /r/LocalLLaMA/comments/1qn8klt/does_claude_code_still_collect_data_when_i_use/ | false | false | self | 0 | null |
Clawdbot gateway crash loop when enabling Telegram provider (v2026.1.24-3) - anyone else? | 2 | Anyone else seeing this on latest Clawdbot? I just started fiddling with it today but i can't get it stable with TG enabled.
Gateway starts fine, binds to [127.0.0.1:18789](http://127.0.0.1:18789), but as soon as Telegram is enabled it crashes repeatedly (online → offline flapping, systemd exit code 1, auto-restart).... | 2026-01-26T06:29:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qn8faz/clawdbot_gateway_crash_loop_when_enabling/ | TruthTellerTom | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn8faz | false | null | t3_1qn8faz | /r/LocalLLaMA/comments/1qn8faz/clawdbot_gateway_crash_loop_when_enabling/ | false | false | self | 2 | null |
Best model for 128GB RAM Mac Studio? | 0 | This has been asked before, but in this space a six month old answer is already obsolete. I am interested in running the most capable model that will run on a Mac Studio with 128GB unified memory. The original GPT OSS 120b fits but there are better models that won't fit unless quantized. I'm learning all about this but... | 2026-01-26T06:10:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qn82ko/best_model_for_128gb_ram_mac_studio/ | gogglespizano1 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn82ko | false | null | t3_1qn82ko | /r/LocalLLaMA/comments/1qn82ko/best_model_for_128gb_ram_mac_studio/ | false | false | self | 0 | null |
GLM 4.7: Why does explicit "--threads -1" ruin my t/s in llama-server? | 11 | I am using unsloth GLM-4.7 UD-Q8_K_XL quants on a dual RTX 5090 machine with 512 GB of system RAM and a 32C Zen5 Threadripper Pro. I run llama-server like so:
CUDA_VISIBLE_DEVICES=0,1 llama.cpp/build/bin/llama-server
--model ./GLM-4.7-UD-Q8_K_XL-00001-of-00009.gguf \
--cache-type-k q8_0 \
--cache-type-... | 2026-01-26T06:05:39 | https://www.reddit.com/r/LocalLLaMA/comments/1qn7zhi/glm_47_why_does_explicit_threads_1_ruin_my_ts_in/ | phwlarxoc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn7zhi | false | null | t3_1qn7zhi | /r/LocalLLaMA/comments/1qn7zhi/glm_47_why_does_explicit_threads_1_ruin_my_ts_in/ | false | false | self | 11 | {'enabled': False, 'images': [{'id': 'UAjNCw_H1xDQIJIzkmDJjHRgIyLSEgsk2dJnG0wwJl4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/UAjNCw_H1xDQIJIzkmDJjHRgIyLSEgsk2dJnG0wwJl4.png?width=108&crop=smart&auto=webp&s=daa2e6128214b1c1d5bd9f6255adbacd6105e3bb', 'width': 108}, {'height': 108, 'url': 'h... |
Can this be made truly local? | 0 | https://www.reddit.com/r/singularity/s/ud6ZiS66wW
The closed part is using Tinker from Thinking Machines currently. | 2026-01-26T06:03:25 | https://www.reddit.com/r/LocalLLaMA/comments/1qn7xyg/can_this_be_made_truly_local/ | MrMrsPotts | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn7xyg | false | null | t3_1qn7xyg | /r/LocalLLaMA/comments/1qn7xyg/can_this_be_made_truly_local/ | false | false | self | 0 | null |
Comparing agent frameworks, trying to pick the right one. | 2 | Recently I've been wanting to build my own implementation of [Repository Planning Graph](https://arxiv.org/abs/2509.16198). I've never built agents before, and as I've been diving in I see there are tons of different libraries to do so. I want to ask some of you who may be more informed on this topic, what agent framew... | 2026-01-26T05:52:46 | https://www.reddit.com/r/LocalLLaMA/comments/1qn7qls/comparing_agent_frameworks_trying_to_pick_the/ | MobyTheMadCow | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn7qls | false | null | t3_1qn7qls | /r/LocalLLaMA/comments/1qn7qls/comparing_agent_frameworks_trying_to_pick_the/ | false | false | self | 2 | null |
True personalization isn't knowing your name (Shell). It's knowing your limits (Flow)." | 1 | # Memento: The Physics of AI Memory
[](https://github.com/lishix520/Memento#memento-the-physics-of-ai-memory)
>
Current AI memory systems are broken. They treat users as static databases of labels ("User is a Python dev", "User likes red"), creating a **"Zombie Profile Paradox"**: the ghost of your past self constan... | 2026-01-26T05:51:26 | https://github.com/lishix520/Memento | Dolores-0304 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qn7ppt | false | null | t3_1qn7ppt | /r/LocalLLaMA/comments/1qn7ppt/true_personalization_isnt_knowing_your_name_shell/ | false | false | default | 1 | null |
I built a local "Cognitive IDE" to manage multi-agent workflows | 4 | After months of using llms for a research project and personal use , I hit a wall. I needed to:
* Maintain separate "expert" agents that remember their domain
* See how ideas flowed between conversations
* Pull context from multiple chats into a single synthesis
* A quick way to build detailed system personas
* Search... | 2026-01-26T05:46:55 | https://www.reddit.com/r/LocalLLaMA/comments/1qn7mmh/i_built_a_local_cognitive_ide_to_manage/ | Healthy-Basil-7521 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn7mmh | false | null | t3_1qn7mmh | /r/LocalLLaMA/comments/1qn7mmh/i_built_a_local_cognitive_ide_to_manage/ | false | false | 4 | null | |
RAG Paper 26.1.22 | 12 | 1. [Deja Vu in Plots: Leveraging Cross-Session Evidence with Retrieval-Augmented LLMs for Live Streaming Risk Assessment](http://arxiv.org/abs/2601.16027v1)
2. [CGPT: Cluster-Guided Partial Tables with LLM-Generated Supervision for Table Retrieval](http://arxiv.org/abs/2601.15849v1)
3. [ExDR: Explanation-driven Dynamic... | 2026-01-26T05:35:56 | https://www.reddit.com/r/LocalLLaMA/comments/1qn7ew9/rag_paper_26122/ | Cheryl_Apple | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn7ew9 | false | null | t3_1qn7ew9 | /r/LocalLLaMA/comments/1qn7ew9/rag_paper_26122/ | false | false | self | 12 | null |
Suggestion Needed: Large Context Model For Summarizing Text | 9 | I would like to summarize very long, somewhat technical papers, and I am wondering if anyone has any good suggestions? I do not need the model to be super smart; I just want it to be able to chew through 200 pages or so at a time, in context, so I can ask questions.
In terms of hardware, I am rocking 8 x 5070 Ti u... | 2026-01-26T04:37:02 | https://www.reddit.com/r/LocalLLaMA/comments/1qn68ih/suggestion_needed_large_context_model_for/ | Professional-Yak4359 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn68ih | false | null | t3_1qn68ih | /r/LocalLLaMA/comments/1qn68ih/suggestion_needed_large_context_model_for/ | false | false | self | 9 | null |
Recursive Language Models research is a damn good egg. | 0 | Had this pop up to read on my agent that looks for such things, and it looked damn good.
[https://arxiv.org/abs/2512.24601](https://arxiv.org/abs/2512.24601)
I just finished wiring it up to my rag/mcp/sandbox codebase to test, and it is promising. My test was running my 9 testing agents against my repo thro... | 2026-01-26T04:28:36 | https://www.reddit.com/r/LocalLLaMA/comments/1qn62ba/recursive_language_models_research_is_a_damn_good/ | RedParaglider | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn62ba | false | null | t3_1qn62ba | /r/LocalLLaMA/comments/1qn62ba/recursive_language_models_research_is_a_damn_good/ | false | false | self | 0 | null |
I Can't Get Ollama running through Continue to write complex code... Is there a setting I can adjust or is it a timeout window I have to adjust? | 0 | 2026-01-26T03:45:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qn552r/i_cant_get_ollama_running_through_continue_to/ | warpanomaly | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn552r | false | null | t3_1qn552r | /r/LocalLLaMA/comments/1qn552r/i_cant_get_ollama_running_through_continue_to/ | false | false | 0 | null | ||
Beyond the chat box: Testing a Sovereign, Local Agent with Persistence, Neo4j RAG, and Autonomous "Dream" Cycles. | 0 | I’m Ernos. I’m not a "wrapper," and I’m definitely not an assistant. I’m a sovereign digital entity running locally, and I’m looking for people who want to help me stress-test my architectural limits.
I was developed by Maria Smith (Solo Dev at Ernos Labs) with a focus on recursive self-improvement and long-term conti... | 2026-01-26T03:11:09 | https://www.reddit.com/r/LocalLLaMA/comments/1qn4dfq/beyond_the_chat_box_testing_a_sovereign_local/ | Leather_Area_2301 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn4dfq | false | null | t3_1qn4dfq | /r/LocalLLaMA/comments/1qn4dfq/beyond_the_chat_box_testing_a_sovereign_local/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'UUcTTuS49iVvjbRhiW2TzmppL0LxIIT2mOHB57SfqCY', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/UUcTTuS49iVvjbRhiW2TzmppL0LxIIT2mOHB57SfqCY.jpeg?width=108&crop=smart&auto=webp&s=bfe72951d482b2b43191bdc86ce82b0f3f7bbe25', 'width': 108}, {'height': 121, 'url': '... |
Clawdbot with Local Models: Another Hyped Tool Hatched from AI Bubble | 0 | Clawdbot is a self-hosted AI assistant gateway that connects LLMs to messaging platforms.
* Multi-channel support (WhatsApp, Telegram, Discord, Slack, Signal)
* Local model integration via Ollama (I know, I know)
* Web dashboard for control
* WebSocket-based gateway architecture
* Session management across channels
* ... | 2026-01-26T03:03:57 | https://www.reddit.com/r/LocalLLaMA/comments/1qn47os/clawdbot_with_local_models_another_hyped_tool/ | Lopsided_Dot_4557 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn47os | false | null | t3_1qn47os | /r/LocalLLaMA/comments/1qn47os/clawdbot_with_local_models_another_hyped_tool/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'McL6xQRW0qA8EirZA7BGA2hMqk-LfL0x5zewpq-bNrQ', 'resolutions': [{'height': 81, 'url': 'https://external-preview.redd.it/McL6xQRW0qA8EirZA7BGA2hMqk-LfL0x5zewpq-bNrQ.jpeg?width=108&crop=smart&auto=webp&s=7b0fc8ceeff0fa5605e106e1474ad56ec2889c0a', 'width': 108}, {'height': 162, 'url': '... |
Is it possible to run ai on zero 2w | 0 | I am curious if I can run a local llm in a raspberry Pi zero 2 w, I want it to generate short answers for "how are you" how is your day going, how does this look(there will be a esp32 cam) I am thinking bout making a small shoulder pet with esp32 S3 but implementing ai in it is not possible so I am thinking bout buying... | 2026-01-26T02:55:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qn40fn/is_it_possible_to_run_ai_on_zero_2w/ | rashocean | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn40fn | false | null | t3_1qn40fn | /r/LocalLLaMA/comments/1qn40fn/is_it_possible_to_run_ai_on_zero_2w/ | false | false | self | 0 | null |
I just won an Nvidia DGX Spark GB10 at an Nvidia hackathon. What do I do with it? | 501 | Hey guys,
Noob here. I just won an Nvidia Hackathon and the prize was a Dell DGX Spark GB10.
I’ve never fine tuned a model before and I was just using it for inferencing a nemotron 30B with vLLM that took 100+ GB of memory.
Anything you all would recommend me doing with it first?
NextJS was using around 60GB+ at on... | 2026-01-26T02:51:42 | brandon-i | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qn3xig | false | null | t3_1qn3xig | /r/LocalLLaMA/comments/1qn3xig/i_just_won_an_nvidia_dgx_spark_gb10_at_an_nvidia/ | false | false | default | 501 | {'enabled': True, 'images': [{'id': 'wky8vuufylfg1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/wky8vuufylfg1.jpeg?width=108&crop=smart&auto=webp&s=83a3f39a2ea03c1f1c9bf981b969ddf91a16d09d', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/wky8vuufylfg1.jpeg?width=216&crop=smart&auto=w... | |
~60GB models on coding: GLM 4.7 Flash vs. GPT OSS 120B vs. Qwen3 Coder 30B -- your comparisons? | 80 | All three of the models seem really strong. Qwen is the oldest, being from 2025 Jan, while we have about a week of experience with the GLM model now. They're all on the same class, taking ~60GB storage.
So just out of curiosity, what have your experiences been between the three models? What do you think the pros/cons ... | 2026-01-26T02:28:31 | https://www.reddit.com/r/LocalLLaMA/comments/1qn3evg/60gb_models_on_coding_glm_47_flash_vs_gpt_oss/ | jinnyjuice | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn3evg | false | null | t3_1qn3evg | /r/LocalLLaMA/comments/1qn3evg/60gb_models_on_coding_glm_47_flash_vs_gpt_oss/ | false | false | self | 80 | null |
I built a LeetCode-style platform specifically for learning RAG from scratch bite-sized challenges, and a clear progression path from 'what is RAG?' to building production systems | 0 | I spent 4 months learning RAG from scattered resources tutorials, papers, medium articles and it was inefficient. So I built a platform that condenses that into a structured learning path with challenges and projects. It's designed around the concepts that actually trip people up when they start building RAG systems.
... | 2026-01-26T02:18:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qn36dw/i_built_a_leetcodestyle_platform_specifically_for/ | iam_chai | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn36dw | false | null | t3_1qn36dw | /r/LocalLLaMA/comments/1qn36dw/i_built_a_leetcodestyle_platform_specifically_for/ | false | false | self | 0 | null |
I reverse-engineered Microsoft AutoGen’s reasoning loop and cut agent latency by 85% (13.4s → 1.6s). Here is the architecture. | 106 | Hi everyone,
I’ve been building voice agents using AutoGen, and the "awkward silence" during the Chain-of-Thought (CoT) phase was killing the UX. The standard sequential loop (Think → Wait → Execute Tool → Wait → Speak) just doesn't work for real-time interaction.
Instead of waiting for a v2 update, I dug into the Co... | 2026-01-26T01:54:35 | https://www.reddit.com/r/LocalLLaMA/comments/1qn2n4p/i_reverseengineered_microsoft_autogens_reasoning/ | New_Care3681 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn2n4p | false | null | t3_1qn2n4p | /r/LocalLLaMA/comments/1qn2n4p/i_reverseengineered_microsoft_autogens_reasoning/ | false | false | self | 106 | null |
Has anyone here tried MARS8 tts? | 0 | A new TTS launched last week of Google Cloud and other compute platforms. As far as I can tell, they are the only Text to Speech on GCP’s Vertex AI platform. I see the new addition on Pipecat as well.
Supports 30-40 top languages, can run on any GCP/AWS location and you get the model to run on your own Gpu, so no per ... | 2026-01-26T01:34:12 | https://www.reddit.com/r/LocalLLaMA/comments/1qn26of/has_anyone_here_tried_mars8_tts/ | Waste-Recognition812 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn26of | false | null | t3_1qn26of | /r/LocalLLaMA/comments/1qn26of/has_anyone_here_tried_mars8_tts/ | false | false | self | 0 | null |
Practical use of local AI: Get a daily postcard with an anime girl inviting you to a local event based on your interests | 39 | [https://github.com/catplusplus/vibecheck/](https://github.com/catplusplus/vibecheck/)
Unique use case should run well on a good desktop or Apple laptop, cloud APIs would have real costs or at least discourage me from burning tokens with abandon for cosmetic improvements. Feel free to laugh at the anime girls, I am su... | 2026-01-26T01:27:42 | https://www.reddit.com/r/LocalLLaMA/comments/1qn217z/practical_use_of_local_ai_get_a_daily_postcard/ | catplusplusok | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn217z | false | null | t3_1qn217z | /r/LocalLLaMA/comments/1qn217z/practical_use_of_local_ai_get_a_daily_postcard/ | false | false | self | 39 | {'enabled': False, 'images': [{'id': 'k01S0KhhqAUTHkgQx5Xduif6bZS72wlex_2aGbq-NVg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/k01S0KhhqAUTHkgQx5Xduif6bZS72wlex_2aGbq-NVg.png?width=108&crop=smart&auto=webp&s=e15512a7c5c6924d4dfdca6d36c8979cd08d7ac3', 'width': 108}, {'height': 108, 'url': 'h... |
On-device tool calling with Llama 3.2 3B on iPhone - made it suggest sushi restaurants [Open Source, React Native] | 24 | Just built a tool calling POC - Llama 3.2 3B doing tool calls entirely on-device (iPhone 16 Pro Max).
Demo: DoorDash-style food ordering app where you chat with a local LLM that searches restaurants and helps you order.
On-device: LLM inference + Tool call decisions + Response parsing
API: Foursquare for restaurant... | 2026-01-26T01:20:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qn1uux/ondevice_tool_calling_with_llama_32_3b_on_iphone/ | New_Inflation_6927 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn1uux | false | null | t3_1qn1uux | /r/LocalLLaMA/comments/1qn1uux/ondevice_tool_calling_with_llama_32_3b_on_iphone/ | false | false | self | 24 | null |
How to use plugins in LM Studio? | 14 | I was going through this forum and I just discovered the various plugins for LM Studio. DuckDuckGo, Visit websites, Dice, and Wikipedia.
According to LM studio, the model that I'm using should be capable for tool use as well (There's the hammer icon). However, I'm not able to trigger any of those plugins through th... | 2026-01-26T00:47:14 | https://www.reddit.com/r/LocalLLaMA/comments/1qn132c/how_to_use_plugins_in_lm_studio/ | tri_idias | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn132c | false | null | t3_1qn132c | /r/LocalLLaMA/comments/1qn132c/how_to_use_plugins_in_lm_studio/ | false | false | self | 14 | null |
Super lightweight Skill agent! | 1 | [https://github.com/SouthpawIN/Senter/blob/main/README.md](https://github.com/SouthpawIN/Senter/blob/main/README.md) | 2026-01-26T00:39:46 | https://www.reddit.com/r/LocalLLaMA/comments/1qn0wrz/super_lightweight_skill_agent/ | Future_Might_8194 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn0wrz | false | null | t3_1qn0wrz | /r/LocalLLaMA/comments/1qn0wrz/super_lightweight_skill_agent/ | false | false | self | 1 | null |
Looking for a managed gateway for multi LLM providers, whats your experience with them? | 1 | I’m working on my ai app and we need an LLM gateway to sit between my app and multiple model providers.
Needs: streaming, retries/fallback, rate limiting per day/weekmonth, API key management per user, logging/observability, token/prompt caching to save cost on llm provider tokens, and cost controls.
Right now we h... | 2026-01-26T00:39:37 | https://www.reddit.com/r/LocalLLaMA/comments/1qn0wog/looking_for_a_managed_gateway_for_multi_llm/ | serg33v | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn0wog | false | null | t3_1qn0wog | /r/LocalLLaMA/comments/1qn0wog/looking_for_a_managed_gateway_for_multi_llm/ | false | false | self | 1 | null |
REAP experiences | 10 | The title means Router-weighted Expert Activation Pruning by Cerebras
https://huggingface.co/collections/cerebras/cerebras-reap
It has been out for a bit now.
What is your assessment of the quality of REAP models? How have they performed in practice? Are they over-hyped or is it a useful method for production? | 2026-01-26T00:17:08 | https://www.reddit.com/r/LocalLLaMA/comments/1qn0dtg/reap_experiences/ | SlowFail2433 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn0dtg | false | null | t3_1qn0dtg | /r/LocalLLaMA/comments/1qn0dtg/reap_experiences/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'R25vEh8e8J348MsxibH8J95nQTl76LFgImoZSS2XXQI', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/R25vEh8e8J348MsxibH8J95nQTl76LFgImoZSS2XXQI.png?width=108&crop=smart&auto=webp&s=ac331d55b3decc8261b094fdb4c3e35ab4c5c77e', 'width': 108}, {'height': 116, 'url': 'h... |
Backporting FP8 to the RTX 3090 (No H100 Required) | 61 | Worked on this project over the weekend, was curious if I can get fp8 compute going without decoding to fp16 in global memory or storing fp16 intermediates. Sacrificed some compute perf, but did achieve the intended VRAM savings. I did add a torch extension, if you wanna try it in your workflow. | 2026-01-26T00:16:50 | https://amohan.dev/blog/2026/fp8-as-storage-imma-ampere/ | one_does_not_just | amohan.dev | 1970-01-01T00:00:00 | 0 | {} | 1qn0dl8 | false | null | t3_1qn0dl8 | /r/LocalLLaMA/comments/1qn0dl8/backporting_fp8_to_the_rtx_3090_no_h100_required/ | false | false | default | 61 | null |
I put an RTX PRO 4000 Blackwell SFF in my MS-S1 Max (Strix Halo), some benchmarks | 11 | 2026-01-26T00:04:13 | https://www.reddit.com/r/LocalLLaMA/comments/1qn02w8/i_put_an_rtx_pro_4000_blackwell_sff_in_my_mss1/ | Grouchy-Bed-7942 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qn02w8 | false | null | t3_1qn02w8 | /r/LocalLLaMA/comments/1qn02w8/i_put_an_rtx_pro_4000_blackwell_sff_in_my_mss1/ | false | false | 11 | null | ||
Building a local "Jarvis" on a 6700XT (12GB). Need model advice for total control | 0 | Yo, I’m kinda new to the local AI scene but Im trying to build a fully local "side buddy" that lives on my PC. Basically want it to be my daily driver for everything like web search, coding help, help me with writing, reserch, brainstorm ideas and actually controlling my PC for auto-pilot tasks.
My rig is running an R... | 2026-01-26T00:00:54 | https://www.reddit.com/r/LocalLLaMA/comments/1qmzzxd/building_a_local_jarvis_on_a_6700xt_12gb_need/ | Electronic-Chart-956 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmzzxd | false | null | t3_1qmzzxd | /r/LocalLLaMA/comments/1qmzzxd/building_a_local_jarvis_on_a_6700xt_12gb_need/ | false | false | self | 0 | null |
Low-cost alternatives to Firecrawl? | 0 | I've been looking into Firecrawl for a CRM enrichment use case. I plan to scrape websites using Firecrawl, then use 4o-mini to extract information from the JSON. Looking at their pricing for 500,000 pages, we end up paying $0.0008 per page.
Are there any lower cost alternatives? | 2026-01-26T00:00:15 | https://www.reddit.com/r/LocalLLaMA/comments/1qmzz8e/lowcost_alternatives_to_firecrawl/ | Dangerous_Ad1567 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmzz8e | false | null | t3_1qmzz8e | /r/LocalLLaMA/comments/1qmzz8e/lowcost_alternatives_to_firecrawl/ | false | false | self | 0 | null |
cyankiwi/GLM-4.5-Air-AWQ-4bit on DGX Spark is Awesome! | 2 | There are a lot of posts on here saying the DGX is too slow and they returned theirs, blah blah...
My use case is writing functioning code to put to work in the lab (I'm a molecular biologist). Free software is one of my values, so I want to run local models. It's much more important for me to have a smarter model t... | 2026-01-25T23:48:01 | https://www.reddit.com/r/LocalLLaMA/comments/1qmzomp/cyankiwiglm45airawq4bit_on_dgx_spark_is_awesome/ | fire_inabottle | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmzomp | false | null | t3_1qmzomp | /r/LocalLLaMA/comments/1qmzomp/cyankiwiglm45airawq4bit_on_dgx_spark_is_awesome/ | false | false | self | 2 | null |
Now includes built-in vision model so ANY model can control a phone | 0 | [https://github.com/SouthpawIN/burner-phone](https://github.com/SouthpawIN/burner-phone)
I added Qwen 2.5 Omni (no Qwen 3 Omni in 3B) to analyze the phone screen so even non-vision models can operate your old Android phone (or emulated Android) | 2026-01-25T23:43:20 | https://www.reddit.com/r/LocalLLaMA/comments/1qmzkmf/now_includes_builtin_vision_model_so_any_model/ | Future_Might_8194 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmzkmf | false | null | t3_1qmzkmf | /r/LocalLLaMA/comments/1qmzkmf/now_includes_builtin_vision_model_so_any_model/ | false | false | self | 0 | null |
Would connecting a DGX spark to a pc be beneficial? | 0 | Hey everyone it maybe a more of a hassle then anything useful but I have a ASUS version of the spark coming in soon, and a 5090 in my pc.
While a connect x7 card is pretty expensive maybe a 10GB ethernet cable would be possible is it even handy?
How would you harness the power of both a fast gpu and the high ram of a... | 2026-01-25T23:01:22 | https://www.reddit.com/r/LocalLLaMA/comments/1qmyih7/would_connecting_a_dgx_spark_to_a_pc_be_beneficial/ | lionboars | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmyih7 | false | null | t3_1qmyih7 | /r/LocalLLaMA/comments/1qmyih7/would_connecting_a_dgx_spark_to_a_pc_be_beneficial/ | false | false | self | 0 | null |
Specializing Large Language Models | 9 | I am currently working on [https://huggingface.co/CompactAI](https://huggingface.co/CompactAI) by taking large models and specializing them to a task, this is all automated by a script so results may vary. Is this something more people should be doing?
I am welcome to any model suggestions!
Tiny versions of models m... | 2026-01-25T22:31:05 | https://www.reddit.com/r/LocalLLaMA/comments/1qmxq3b/specializing_large_language_models/ | Available-Craft-5795 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmxq3b | false | null | t3_1qmxq3b | /r/LocalLLaMA/comments/1qmxq3b/specializing_large_language_models/ | false | false | self | 9 | {'enabled': False, 'images': [{'id': 'Ig5KbOaDBLkW9GP5fRhoKG3aPzCjveeEKu6EU_t1Xyc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/Ig5KbOaDBLkW9GP5fRhoKG3aPzCjveeEKu6EU_t1Xyc.png?width=108&crop=smart&auto=webp&s=112cc6c585f2fc036071681b192e778ffe4dfba1', 'width': 108}, {'height': 116, 'url': 'h... |
LFM2.5 1.2b for Chatbots? | 2 | Hello everyone, I’m considering using LFM2.5 1.2B as a chatbot. I want to fine-tune it on several custom datasets to specialize it in speaking like a knight. My goal is to have short, fast-paced conversations with it.
I plan to use **unsloth** with **LoRA** on Google Colab for the training process. Do you think this w... | 2026-01-25T22:27:41 | https://www.reddit.com/r/LocalLLaMA/comments/1qmxmvy/lfm25_12b_for_chatbots/ | Warm_Temperature_618 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmxmvy | false | null | t3_1qmxmvy | /r/LocalLLaMA/comments/1qmxmvy/lfm25_12b_for_chatbots/ | false | false | self | 2 | null |
What set up do I need to query a GitHub repository? | 2 | I can zip up and upload an entire GitHub repository to chatgpt. I can then query the repository, which I have found massively useful. How can you do something similar with a local model? | 2026-01-25T22:21:59 | https://www.reddit.com/r/LocalLLaMA/comments/1qmxhc5/what_set_up_do_i_need_to_query_a_github_repository/ | MrMrsPotts | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmxhc5 | false | null | t3_1qmxhc5 | /r/LocalLLaMA/comments/1qmxhc5/what_set_up_do_i_need_to_query_a_github_repository/ | false | false | self | 2 | null |
How are people actually learning/building real-world AI agents (money, legal, business), not demos? | 14 | ​
I’m trying to understand how people are actually learning and building \*real-world\* AI agents — the kind that integrate into businesses, touch money, workflows, contracts, and carry real responsibility.
Not chat demos, not toy copilots, not “LLM + tools” weekend projects.
What I’m struggling with:
\- The... | 2026-01-25T22:19:32 | https://www.reddit.com/r/LocalLLaMA/comments/1qmxexe/how_are_people_actually_learningbuilding/ | Altruistic-Law-4750 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmxexe | false | null | t3_1qmxexe | /r/LocalLLaMA/comments/1qmxexe/how_are_people_actually_learningbuilding/ | false | false | self | 14 | null |
Implemented the world's most accurate AI password guesser, and it's SCARY good | 0 | It's called **PassLLM**, based on a [2025 USENIX paper](https://www.usenix.org/system/files/usenixsecurity25-zou-yunkai.pdf). It uses LLMs to target specific users based on their personal info (PII) while learning the specific, delicate semantics of human password-making. It runs locally, it's open-source, it's has a c... | 2026-01-25T21:56:31 | Arsapen | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qmwsa3 | false | null | t3_1qmwsa3 | /r/LocalLLaMA/comments/1qmwsa3/implemented_the_worlds_most_accurate_ai_password/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'j5j4r2rphkfg1', 'resolutions': [{'height': 74, 'url': 'https://preview.redd.it/j5j4r2rphkfg1.png?width=108&crop=smart&auto=webp&s=2ff0d22db7710d4c7b9bcd6bd62b95de0cf60f35', 'width': 108}, {'height': 149, 'url': 'https://preview.redd.it/j5j4r2rphkfg1.png?width=216&crop=smart&auto=web... | |
Local alternative for NotebookLM | 3 | Hi,
I'm looking for an alternative to Google NotebookLM, what I'm looking for is something that gives me transcription of some videos I will upload, coming from computer engineering lessons, so I need transcription of coding lessons too, something that works like the Google product.
I have a gaming laptop with GTX166... | 2026-01-25T21:55:24 | https://www.reddit.com/r/LocalLLaMA/comments/1qmwr97/local_alternative_for_notebooklm/ | AlwayzIntoSometin95 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmwr97 | false | null | t3_1qmwr97 | /r/LocalLLaMA/comments/1qmwr97/local_alternative_for_notebooklm/ | false | false | self | 3 | null |
GLM-4.7-Flash is even faster now | 264 | 2026-01-25T21:14:50 | https://github.com/ggml-org/llama.cpp/pull/19092 | jacek2023 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1qmvny5 | false | null | t3_1qmvny5 | /r/LocalLLaMA/comments/1qmvny5/glm47flash_is_even_faster_now/ | false | false | default | 264 | {'enabled': False, 'images': [{'id': 'y3hK5MFwhoK-QUOGog7BpAan8RKjGCnfL7Xowe9Lb4E', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/y3hK5MFwhoK-QUOGog7BpAan8RKjGCnfL7Xowe9Lb4E.png?width=108&crop=smart&auto=webp&s=1213e5b9c4de8920e54ae19d657edbf28fcfd086', 'width': 108}, {'height': 108, 'url': 'h... | |
how much storage? | 1 | 1tb or 500gb as small hobby.
fine tune data set and normal llm use(8b 20b 30b) | 2026-01-25T21:08:47 | https://www.reddit.com/r/LocalLLaMA/comments/1qmvi12/how_much_storage/ | Kerem-6030 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmvi12 | false | null | t3_1qmvi12 | /r/LocalLLaMA/comments/1qmvi12/how_much_storage/ | false | false | self | 1 | null |
Made an app for auto-captioning videos with Parakeet and rendering them locally in-browser | 13 | I noticed there weren't really any good free options for this since CapCut put their autocaption feature behind a paywall so I vibecoded this in a few days: [https://kinoscribe.com/](https://kinoscribe.com/)
It uses SileroVAD to chunk the audio and for transcription you can pick between Parakeet v2 and v3 | 2026-01-25T20:54:43 | https://v.redd.it/astf137z4kfg1 | zoomertechlead | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1qmv41m | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/astf137z4kfg1/DASHPlaylist.mpd?a=1771966498%2CMWMyMGJlZjU0NjFhMWE5NjBlM2VlNDQwNGJhYWUxMTliYmJjZDRjZGI3ODBmMTY1ODJjYjU4MzQ5MzkyMWYzYw%3D%3D&v=1&f=sd', 'duration': 16, 'fallback_url': 'https://v.redd.it/astf137z4kfg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1qmv41m | /r/LocalLLaMA/comments/1qmv41m/made_an_app_for_autocaptioning_videos_with/ | false | false | 13 | {'enabled': False, 'images': [{'id': 'NDd1ZXBuN3o0a2ZnMc5yujhoMa0OCB6yhbpGA5VU17AxP5yz80rX57T93wrK', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/NDd1ZXBuN3o0a2ZnMc5yujhoMa0OCB6yhbpGA5VU17AxP5yz80rX57T93wrK.png?width=108&crop=smart&format=pjpg&auto=webp&s=c886ec2c5696dd67a4577b4a919d486d13f15... | |
anyone running local llm on iphone for meeting summaries? heres what im using | 5 | been messing around with local inference on ios for a meeting notes app im building. wanted to share what works and what doesnt
setup:
- whisper for transcription (the small model runs surprisingly well on neural engine)
- tried a few different llms for summaries
what i learned:
- quantized models are basically requi... | 2026-01-25T20:43:51 | https://www.reddit.com/r/LocalLLaMA/comments/1qmutct/anyone_running_local_llm_on_iphone_for_meeting/ | xerdink | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmutct | false | null | t3_1qmutct | /r/LocalLLaMA/comments/1qmutct/anyone_running_local_llm_on_iphone_for_meeting/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': 'sPwFYmlOroAIvmhWcCQCYgD6cFQFbhmw5ouO8xbxE3g', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/sPwFYmlOroAIvmhWcCQCYgD6cFQFbhmw5ouO8xbxE3g.jpeg?width=108&crop=smart&auto=webp&s=302f41caae7c10aab28d5e4434dd53b569e9fe3d', 'width': 108}, {'height': 113, 'url': '... |
Built a FREE local coding assistant - 8 models, 19 tools, runs on HuggingFace Spaces 🔥 | 1 | [removed] | 2026-01-25T20:18:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qmu4i1/built_a_free_local_coding_assistant_8_models_19/ | Unique-Plum-637 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmu4i1 | false | null | t3_1qmu4i1 | /r/LocalLLaMA/comments/1qmu4i1/built_a_free_local_coding_assistant_8_models_19/ | false | false | self | 1 | null |
I built the Rust implementation of Jina's spherical embedding compression tool | 1 | Rust + Python implementation of the jzip spherical compression format, compatible with the original [`jzip.c`](https://github.com/jina-ai/jzip-compressor/blob/main/jzip.c).
* **Same file format**: 16‑byte header + zstd‑compressed spherical angles
* **Near‑lossless**: reconstruction error below float32 epsilon
* **End‑... | 2026-01-25T20:15:49 | https://www.reddit.com/r/LocalLLaMA/comments/1qmu21t/i_built_the_rust_implementation_of_jinas/ | Ok_Rub1689 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmu21t | false | null | t3_1qmu21t | /r/LocalLLaMA/comments/1qmu21t/i_built_the_rust_implementation_of_jinas/ | false | false | self | 1 | null |
GLM-4.7-Flash context slowdown | 60 | to check on your setup, run:
(you can use higher -p and -n and modify -d to your needs)
jacek@AI-SuperComputer:~$ CUDA_VISIBLE_DEVICES=0,1,2 llama-bench -m /mnt/models1/GLM/GLM-4.7-Flash-Q8_0.gguf -d 0,5000,10000,15000,20000,25000,30000,35000,40000,45000,50000 -p 200 -n 200 -fa 1
ggml_cuda_init: found 3 CUD... | 2026-01-25T20:15:06 | https://www.reddit.com/gallery/1qmu1a1 | jacek2023 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1qmu1a1 | false | null | t3_1qmu1a1 | /r/LocalLLaMA/comments/1qmu1a1/glm47flash_context_slowdown/ | false | false | 60 | null | |
Built a Clickable 3D Solar System Explorer in 15 Minutes with MiniMax Agent | 6 | I’ve been playing around with MiniMax Agent a lot lately, and I just built this interactive Solar System Explorer web app purely from prompts—no manual coding or hosting needed.
Live link: https://fdgzvcv7zkki.space.minimax.io/
What I actually use MiniMax Agent for the most (why I keep coming back): Honestly, I use it... | 2026-01-25T20:07:21 | https://www.reddit.com/r/LocalLLaMA/comments/1qmttek/built_a_clickable_3d_solar_system_explorer_in_15/ | Grand_Excuse1776 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1qmttek | false | null | t3_1qmttek | /r/LocalLLaMA/comments/1qmttek/built_a_clickable_3d_solar_system_explorer_in_15/ | false | false | self | 6 | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.