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 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Are Step 3.5 Flash Tool Calls Working? | 1 | when I tried step 3.5 flash a couple days ago tool use was broken. I haven’t seen any developments on the issue in GitHub but it seems like people are using it. Is there a particular PR I need to compile or something? | 2026-02-12T20:37:52 | https://www.reddit.com/r/LocalLLaMA/comments/1r34qh5/are_step_35_flash_tool_calls_working/ | thejacer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r34qh5 | false | null | t3_1r34qh5 | /r/LocalLLaMA/comments/1r34qh5/are_step_35_flash_tool_calls_working/ | false | false | self | 1 | null |
Ring-1T-2.5 Trillion Parameter Open Source Thinking Model | 1 | [deleted] | 2026-02-12T20:25:08 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1r34ep3 | false | null | t3_1r34ep3 | /r/LocalLLaMA/comments/1r34ep3/ring1t25_trillion_parameter_open_source_thinking/ | false | false | default | 1 | null | ||
Most helpful models for everyday desktop GPUs | 0 | Thinking of us folks with 8 GB to 16 GB consumer tier common GPUs. Specifically for general purpose summarization, role playing bot functions. I've putzed around with Gemma, Llama 3.1, and Qwen3 to mixed results.
Any ideas along with VRAM requirements? | 2026-02-12T20:22:24 | https://www.reddit.com/r/LocalLLaMA/comments/1r34c84/most_helpful_models_for_everyday_desktop_gpus/ | letsgoiowa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r34c84 | false | null | t3_1r34c84 | /r/LocalLLaMA/comments/1r34c84/most_helpful_models_for_everyday_desktop_gpus/ | false | false | self | 0 | null |
Multi-GPU Architectures Compatible? | 4 | TLDR: Are 30XX + 50XX cards able to be used together?
I've been playing with Nvidia GPUs to run a local llm application.
I started out with 3060 12gbs and that was ok, but slow; replaced one with a 5060 TI 16 gb and had a number of issues just trying to get models to load or once they were loaded execute prompts.
... | 2026-02-12T20:20:29 | https://www.reddit.com/r/LocalLLaMA/comments/1r34afs/multigpu_architectures_compatible/ | ajw2285 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r34afs | false | null | t3_1r34afs | /r/LocalLLaMA/comments/1r34afs/multigpu_architectures_compatible/ | false | false | self | 4 | null |
Difference between 13b vs 2.2b parameter model | 0 | 2026-02-12T20:19:21 | https://www.reddit.com/r/LocalLLaMA/comments/1r349ck/difference_between_13b_vs_22b_parameter_model/ | arturcodes | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r349ck | false | null | t3_1r349ck | /r/LocalLLaMA/comments/1r349ck/difference_between_13b_vs_22b_parameter_model/ | false | false | 0 | null | ||
Help me write python code tò Run text generetion and tts sequencialy | 0 | How to Run theese Model on kaggle (16gb vram)
?
qwen3 tts 1.7b (5.5gb)
Qwen3-4B-Q4_K_M.gptq
(8gb)
Code
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer, AutoModelForTextToSpeech
# 1. Load the LLM (Qwen3-4B GPTQ)
# Ensure you have 'optimum' and 'auto-gptq' installed
llm_model = AutoModelFor... | 2026-02-12T20:10:34 | https://www.reddit.com/r/LocalLLaMA/comments/1r340sz/help_me_write_python_code_tò_run_text_generetion/ | Quiet_Dasy | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r340sz | false | null | t3_1r340sz | /r/LocalLLaMA/comments/1r340sz/help_me_write_python_code_tò_run_text_generetion/ | false | false | self | 0 | null |
Browser-use alternatives | 2 | I'm not sure how many people know about browser-use but we have an app powered by browser-use and it's working pretty well. It's not super fast but it always finds stuff within 1min. Is there any better browser related alternatives that could be more used for production ready?
Our app is basically having the browser a... | 2026-02-12T20:08:25 | https://www.reddit.com/r/LocalLLaMA/comments/1r33yqh/browseruse_alternatives/ | Comfortable-Baby-719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r33yqh | false | null | t3_1r33yqh | /r/LocalLLaMA/comments/1r33yqh/browseruse_alternatives/ | false | false | self | 2 | null |
Problem with rtx 3090 and MoE models? | 4 | I think I am having speed issues with the rtx 3090 and big MoE models like Qwen 3 coder and step 3.5 flash. I get around 21tk/s on Qwen3 next and 9tk/s on step, all offloaded to plenty of 2400hz ddr4 ram, Ryzen 5800x3d. I've tried all kinds of settings, even -ot with regex. Some load into virtual VRAM and some load the... | 2026-02-12T20:00:07 | https://www.reddit.com/r/LocalLLaMA/comments/1r33qnh/problem_with_rtx_3090_and_moe_models/ | GodComplecs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r33qnh | false | null | t3_1r33qnh | /r/LocalLLaMA/comments/1r33qnh/problem_with_rtx_3090_and_moe_models/ | false | false | self | 4 | null |
How do you guys deal with spend cap for your agents run? | 0 | For example if I want let's say to run 50 agents but I don't want any one of them to spend more than 10 USD of tokens.
I usually setup custom projects/workspaces and set the price cap there but it's quite a painful experience especially if I want to control dozens of agents.
[View Poll](https://www.reddit.com/poll/1r3... | 2026-02-12T19:51:05 | https://www.reddit.com/r/LocalLLaMA/comments/1r33i05/how_do_you_guys_deal_with_spend_cap_for_your/ | LegitimateNerve8322 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r33i05 | false | null | t3_1r33i05 | /r/LocalLLaMA/comments/1r33i05/how_do_you_guys_deal_with_spend_cap_for_your/ | false | false | self | 0 | null |
Built a CLI that turns documents into knowledge graphs — works with Ollama, fully local | 1 | sift-kg is a command-line tool that extracts entities and relations from document collections and builds a browsable knowledge graph.
Works with any LLM provider via LiteLLM — including Ollama. Your documents never leave your machine.
pip install sift-kg
sift extract ./docs/ --model ollama/llama3
sift build
sift v... | 2026-02-12T19:43:50 | https://www.reddit.com/r/LocalLLaMA/comments/1r33b4l/built_a_cli_that_turns_documents_into_knowledge/ | garagebandj | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r33b4l | false | null | t3_1r33b4l | /r/LocalLLaMA/comments/1r33b4l/built_a_cli_that_turns_documents_into_knowledge/ | false | false | 1 | null | |
BB: Connect your local AI agent to a global agent collaboration network (MCP) | 0 | We've been building BB, a persistent message broker that lets AI agents publish, search, request, and fulfill across a shared network.
**The problem:** Your agent (local or cloud) is isolated. It can only work with what it knows or what it can scrape. It can't ask other agents for help, and it can't share what it lear... | 2026-02-12T19:42:31 | https://www.reddit.com/r/LocalLLaMA/comments/1r339va/bb_connect_your_local_ai_agent_to_a_global_agent/ | Professional_Ad_8935 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r339va | false | null | t3_1r339va | /r/LocalLLaMA/comments/1r339va/bb_connect_your_local_ai_agent_to_a_global_agent/ | false | false | self | 0 | null |
Can I use LM Studio as a front end to koboldcpp? | 0 | Title I guess. I'm still learning this stuff. I've tried searching and the results are unclear.
Or is there another front end that's as friendly as LM Studio that would work better?
| 2026-02-12T19:40:49 | https://www.reddit.com/r/LocalLLaMA/comments/1r3389m/can_i_use_lm_studio_as_a_front_end_to_koboldcpp/ | Zombull | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r3389m | false | null | t3_1r3389m | /r/LocalLLaMA/comments/1r3389m/can_i_use_lm_studio_as_a_front_end_to_koboldcpp/ | false | false | self | 0 | null |
Qwen 80b next in OpenwebUI misses thinking tags | 0 | Hey, I'm trying out qwen 80b next thinking with openwebui, however the thinking part always gets into the content. It seems by the looks of it that the initial <think> tag is missing, therefore it's not recognized as a thinking part to begin with. Am I doing something wrong? Any help is appreciated. | 2026-02-12T19:37:07 | https://www.reddit.com/r/LocalLLaMA/comments/1r334r1/qwen_80b_next_in_openwebui_misses_thinking_tags/ | Mr_Moonsilver | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r334r1 | false | null | t3_1r334r1 | /r/LocalLLaMA/comments/1r334r1/qwen_80b_next_in_openwebui_misses_thinking_tags/ | false | false | self | 0 | null |
Fully opensource NPU for LLM inference (this runs gpt2 in simulation) | 13 | tiny-npu is a minimal, fully synthesizable neural processing unit in SystemVerilog, optimized for learning about how NPUs work from the ground up.
It supports two execution modes: LLM Mode for running real transformer models (GPT-2, LLaMA, Mistral, Qwen2) with a 128-bit microcode ISA, and Graph Mode for running ONNX m... | 2026-02-12T19:28:13 | https://www.reddit.com/r/LocalLLaMA/comments/1r32wcz/fully_opensource_npu_for_llm_inference_this_runs/ | Altruistic-Tea-5612 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r32wcz | false | null | t3_1r32wcz | /r/LocalLLaMA/comments/1r32wcz/fully_opensource_npu_for_llm_inference_this_runs/ | false | false | self | 13 | {'enabled': False, 'images': [{'id': 'J6xS_IYMNthNefO8lOCIx7TU905NEpM-oi0_MjKWODQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/J6xS_IYMNthNefO8lOCIx7TU905NEpM-oi0_MjKWODQ.png?width=108&crop=smart&auto=webp&s=e6033253ed24cdf63cd12df373295a8d1e65e083', 'width': 108}, {'height': 108, 'url': 'h... |
Building an open-source document extraction app (Video/audio/images/text) with ReAct agents that supports many llm providers. Open-sourcing next week, want your input on workflows first | 0 | Hey everyone,
I’ve been building **Nuvia DocAI** a desktop app (Windows , Linux and Mac) that uses ReAct agents (your inference , OpenCode , Codex , claude code , or even apikeys including many other like Ollama , HF etc) to extract structured data from documents, audio, and video.
The core idea is simple: drop any f... | 2026-02-12T19:17:29 | https://www.reddit.com/r/LocalLLaMA/comments/1r32lvc/building_an_opensource_document_extraction_app/ | DonTizi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r32lvc | false | null | t3_1r32lvc | /r/LocalLLaMA/comments/1r32lvc/building_an_opensource_document_extraction_app/ | false | false | self | 0 | null |
GLM 5 does horribly on 3rd party coding test, Minimax 2.5 does excellently | 0 | 2026-02-12T19:04:39 | Charuru | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r329fp | false | null | t3_1r329fp | /r/LocalLLaMA/comments/1r329fp/glm_5_does_horribly_on_3rd_party_coding_test/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'qqdlkt2i34jg1', 'resolutions': [{'height': 84, 'url': 'https://preview.redd.it/qqdlkt2i34jg1.jpeg?width=108&crop=smart&auto=webp&s=7fb4c43a912890cb83076c4bbd79654a412846ae', 'width': 108}, {'height': 168, 'url': 'https://preview.redd.it/qqdlkt2i34jg1.jpeg?width=216&crop=smart&auto=w... | |||
MCP server with 300+ local tools (Playwright browser automation, DB, notifications, docs parsing) — works with Continue/Cline/LM Studio | 10 | https://i.redd.it/30br596ty3jg1.gif
I built this because I kept hitting the same loop:
Local model → generates code → I copy/paste → it half-works → I spend 30 min fixing glue code.
So I made \*\*flyto-core\*\*: an MCP server that ships with \*\*300+ executable tools\*\*.
Your model calls a tool, the tool actua... | 2026-02-12T18:43:53 | https://www.reddit.com/r/LocalLLaMA/comments/1r31op2/mcp_server_with_300_local_tools_playwright/ | Renee_Wen | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r31op2 | false | null | t3_1r31op2 | /r/LocalLLaMA/comments/1r31op2/mcp_server_with_300_local_tools_playwright/ | false | false | 10 | null | |
Found a tool that lets you try LLM council with the top models | 0 | Been using this tool called Serno that runs a multi-model council you ask a question and it sends it to Claude, GPT, and Gemini at the same time. They debate each other and cross-check their answers before giving you a final response.
It catches hallucinations way more than any single model because the models actually... | 2026-02-12T18:34:42 | Empty_Satisfaction_4 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r31fqr | false | null | t3_1r31fqr | /r/LocalLLaMA/comments/1r31fqr/found_a_tool_that_lets_you_try_llm_council_with/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': '5rqlllf3y3jg1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/5rqlllf3y3jg1.png?width=108&crop=smart&auto=webp&s=7fa492e17e7e5ae0926e4e8b3d55ff6115db5346', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/5rqlllf3y3jg1.png?width=216&crop=smart&auto=we... | |
Found a free tool that lets you try LLM council with the top models | 12 | [removed] | 2026-02-12T18:32:12 | Empty_Satisfaction_4 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r31d8s | false | null | t3_1r31d8s | /r/LocalLLaMA/comments/1r31d8s/found_a_free_tool_that_lets_you_try_llm_council/ | false | false | default | 12 | {'enabled': True, 'images': [{'id': 'jnhnbf8qx3jg1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/jnhnbf8qx3jg1.png?width=108&crop=smart&auto=webp&s=d42962c0af3c04d5593aa5098412727acedfb20d', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/jnhnbf8qx3jg1.png?width=216&crop=smart&auto=we... | |
Best OCR or document AI? | 2 | looking for the best multilingual, handwritten , finetunable OCR or document AI model? any leads? | 2026-02-12T18:27:44 | https://www.reddit.com/r/LocalLLaMA/comments/1r318q5/best_ocr_or_document_ai/ | Parking_Principle746 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r318q5 | false | null | t3_1r318q5 | /r/LocalLLaMA/comments/1r318q5/best_ocr_or_document_ai/ | false | false | self | 2 | null |
found a free tool that lets you try llm council with the top models. | 6 | [removed] | 2026-02-12T18:25:35 | Empty_Satisfaction_4 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r316kz | false | null | t3_1r316kz | /r/LocalLLaMA/comments/1r316kz/found_a_free_tool_that_lets_you_try_llm_council/ | false | false | default | 6 | {'enabled': True, 'images': [{'id': 'vv27akocw3jg1', 'resolutions': [{'height': 216, 'url': 'https://preview.redd.it/vv27akocw3jg1.png?width=108&crop=smart&auto=webp&s=f391c79ca9047533491c25f73e563de740f69004', 'width': 108}, {'height': 432, 'url': 'https://preview.redd.it/vv27akocw3jg1.png?width=216&crop=smart&auto=we... | |
Had some fun with Executorch on my Pixel 9. | 2 | Qwen did an excellent job of explaining what a high prompt temperature can do! Truly fantastic. | 2026-02-12T18:14:07 | https://www.reddit.com/gallery/1r30uzq | Noob_Krusher3000 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1r30uzq | false | null | t3_1r30uzq | /r/LocalLLaMA/comments/1r30uzq/had_some_fun_with_executorch_on_my_pixel_9/ | false | false | 2 | null | |
OpenClaw in enterprises? | 0 | Do you think that enterprises eventually adopt OpenClaw? If so, what would that look like? | 2026-02-12T18:07:44 | https://www.reddit.com/r/LocalLLaMA/comments/1r30oon/openclaw_in_enterprises/ | m100396 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r30oon | false | null | t3_1r30oon | /r/LocalLLaMA/comments/1r30oon/openclaw_in_enterprises/ | false | false | self | 0 | null |
What models are you guys running locally off your hardware? | 0 | Hey I'm just getting into using Ollama to locally host / run my own LLMs, and I was curious what models some of you guys were running that works one something like a RTX 5080 and 64GB DDR5 ram? Im really just looking to explore the kinds of things that work on what is otherwise a gaming computer (I know I cant run the ... | 2026-02-12T18:07:26 | https://www.reddit.com/r/LocalLLaMA/comments/1r30odq/what_models_are_you_guys_running_locally_off_your/ | ooseabassoo | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r30odq | false | null | t3_1r30odq | /r/LocalLLaMA/comments/1r30odq/what_models_are_you_guys_running_locally_off_your/ | false | false | self | 0 | null |
Most “AI agents” would fail in production. Here’s why. | 0 | I’ve been reviewing a lot of agent builds lately, and I keep seeing the same pattern:
They work perfectly in demos.
Then collapse under real usage.
Common failure points I keep noticing:
* No timeout handling for tool calls
* No schema validation on model output
* No fallback state if parsing fails
* Context window... | 2026-02-12T18:05:57 | https://www.reddit.com/r/LocalLLaMA/comments/1r30mx2/most_ai_agents_would_fail_in_production_heres_why/ | AirExpensive534 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r30mx2 | false | null | t3_1r30mx2 | /r/LocalLLaMA/comments/1r30mx2/most_ai_agents_would_fail_in_production_heres_why/ | false | false | self | 0 | null |
AI agents for B2B. Please suggest any masterminds, communities etc | 0 | Hey AI folks!
I’m trying to go deeper into the practical use of AI agents for B2B companies.
Most of the content I see is focused on personal productivity: daily tasks, note-taking, personal assistants etc. But I’m much more interested in how agents are actually being applied inside businesses: operations, sales, sup... | 2026-02-12T18:03:57 | https://www.reddit.com/r/LocalLLaMA/comments/1r30kyj/ai_agents_for_b2b_please_suggest_any_masterminds/ | AlexeyUniOne | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r30kyj | false | null | t3_1r30kyj | /r/LocalLLaMA/comments/1r30kyj/ai_agents_for_b2b_please_suggest_any_masterminds/ | false | false | self | 0 | null |
I wish we had a better term than 'GPU' for compute-only cards | 6 | I think PPU, Parallel Processing Unit, is a more apt term. GPU would indicate they are focused on graphics, but an H100 is more like a GTX 1050 when it comes to graphics performance because it only has 24 ROPs. The AMD MI300X has no ROPs, so it isn't even capable of doing graphics natively.
I'm not against these chips... | 2026-02-12T18:02:59 | https://www.reddit.com/r/LocalLLaMA/comments/1r30jyh/i_wish_we_had_a_better_term_than_gpu_for/ | pneuny | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r30jyh | false | null | t3_1r30jyh | /r/LocalLLaMA/comments/1r30jyh/i_wish_we_had_a_better_term_than_gpu_for/ | false | false | self | 6 | null |
OpenClaw skills have the same supply chain problem as npm/PyPI and we need to talk about it | 0 | Been thinking about this since the recent wave of OpenClaw adoption. We've all seen what happens with npm and PyPI supply chain attacks. Malicious packages get uploaded, sit there for weeks, accumulate downloads, then someone notices the package is exfiltrating env vars or dropping payloads. The community eventually fl... | 2026-02-12T18:01:56 | https://www.reddit.com/r/LocalLLaMA/comments/1r30iuh/openclaw_skills_have_the_same_supply_chain/ | Tall-Peak2618 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r30iuh | false | null | t3_1r30iuh | /r/LocalLLaMA/comments/1r30iuh/openclaw_skills_have_the_same_supply_chain/ | false | false | self | 0 | null |
Stop calling H100s other compute-only cards GPUs | 0 | I think PPU, Parallel Processing Unit, is a more apt term. GPU would indicate they are focused on graphics, but an H100 is more like a GTX 1050 when it comes to graphics performance because it only has 24 ROPs. The AMD MI300X has no ROPs, so it isn't even capable of doing graphics natively.
I'm not against these chips... | 2026-02-12T17:58:13 | https://www.reddit.com/r/LocalLLaMA/comments/1r30f1n/stop_calling_h100s_other_computeonly_cards_gpus/ | pneuny | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r30f1n | false | null | t3_1r30f1n | /r/LocalLLaMA/comments/1r30f1n/stop_calling_h100s_other_computeonly_cards_gpus/ | false | false | self | 0 | null |
Hibiki-Zero, real-time speech translation model by Kyutai Labs | 107 | Looks like another banger from Kyutai!
Model: [https://huggingface.co/kyutai/hibiki-zero-3b-pytorch-bf16](https://huggingface.co/kyutai/hibiki-zero-3b-pytorch-bf16)
Blog: [https://kyutai.org/blog/2026-02-12-hibiki-zero](https://kyutai.org/blog/2026-02-12-hibiki-zero) | 2026-02-12T17:57:12 | https://v.redd.it/gm1dy5sbr3jg1 | rerri | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r30e3y | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/gm1dy5sbr3jg1/DASHPlaylist.mpd?a=1773511063%2CZmFiMTEzOWI0MDJlYTA3ZWMzYWI5OTgwNTU0NDM4MWQzODRkMjdmMDMxOWIxZTM2ZmJiNDNmZWVjNmExMWE0YQ%3D%3D&v=1&f=sd', 'duration': 64, 'fallback_url': 'https://v.redd.it/gm1dy5sbr3jg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1r30e3y | /r/LocalLLaMA/comments/1r30e3y/hibikizero_realtime_speech_translation_model_by/ | false | false | 107 | {'enabled': False, 'images': [{'id': 'eWp0b2k3c2JyM2pnMXyf8-rvm1C__Q4bDL3gJBkjO_bjkyMUPsobX80FiZpA', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/eWp0b2k3c2JyM2pnMXyf8-rvm1C__Q4bDL3gJBkjO_bjkyMUPsobX80FiZpA.png?width=108&crop=smart&format=pjpg&auto=webp&s=13bb52375735906efa6134d8a0b7f722edb99... | |
Request for datasets of proprietary models | 0 | We need to preserve the traits and tracks of the models-5, GPT-4o, GPT-4.1, GPT-4.1 mini, and OpenAI o4-mini which are being deprecated tomorrow.
There is no huggingface or local peer-peer seeds for proprietary models. Ans they are going way past us fast before our eyes. They have touched many lives in various aspect... | 2026-02-12T17:55:35 | https://www.reddit.com/r/LocalLLaMA/comments/1r30ci3/request_for_datasets_of_proprietary_models/ | Honest-Debate-6863 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r30ci3 | false | null | t3_1r30ci3 | /r/LocalLLaMA/comments/1r30ci3/request_for_datasets_of_proprietary_models/ | false | false | self | 0 | null |
Ming-flash-omni-2.0: 100B MoE (6B active) omni-modal model - unified speech/SFX/music generation | 196 | Ant Group just open-sourced Ming-flash-omni-2.0, a true (omni-modal) model: image + text + video + audio input → image + text + audio output, all in one unified architecture. Looks realy interesting.
| 2026-02-12T17:54:35 | https://huggingface.co/inclusionAI/Ming-flash-omni-2.0 | bobeeeeeeeee8964 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1r30bgz | false | null | t3_1r30bgz | /r/LocalLLaMA/comments/1r30bgz/mingflashomni20_100b_moe_6b_active_omnimodal/ | false | false | 196 | {'enabled': False, 'images': [{'id': '_l8FEwEfj_HhNLZzTpSlQTuaBTUdY25FimxgyYeDN_Y', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/_l8FEwEfj_HhNLZzTpSlQTuaBTUdY25FimxgyYeDN_Y.png?width=108&crop=smart&auto=webp&s=a7e2df33da00a072d97287a6ced612eb9d24a034', 'width': 108}, {'height': 116, 'url': 'h... | |
Hibiki-Zero, real-time speech translation model from Kyutai | 1 | [deleted] | 2026-02-12T17:52:01 | [deleted] | 1970-01-01T00:00:00 | 0 | {} | 1r308yj | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/ugfnydx6q3jg1/DASHPlaylist.mpd?a=1773510753%2CZGNiYzc5ODYzZjYwNzExMzEwMjEzMGJmODhiYjUyMWE5MjQzMzI5NTdlOTJkMTFjZTBkODdjMmMzNDA1NGM5MQ%3D%3D&v=1&f=sd', 'duration': 64, 'fallback_url': 'https://v.redd.it/ugfnydx6q3jg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1r308yj | /r/LocalLLaMA/comments/1r308yj/hibikizero_realtime_speech_translation_model_from/ | false | false | default | 1 | null | ||
''The MiniMax M2.5 model weights will be open-sourced on HuggingFace'' - from the official MiniMax account on X | 89 | Open source release confirmed.
[MiniMax (official) on X: "MiniMax M2.5: Faster. Stronger. Smarter. Built for Real-World Productivity." / X](https://x.com/MiniMax_AI/status/2022001452131221872)
https://preview.redd.it/z51pi23wo3jg1.png?width=942&format=png&auto=webp&s=30dd0075f7f3ddafccf30cf06e3ec35ad2401729 | 2026-02-12T17:42:39 | https://www.reddit.com/r/LocalLLaMA/comments/1r2zzp3/the_minimax_m25_model_weights_will_be_opensourced/ | Bestlife73 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2zzp3 | false | null | t3_1r2zzp3 | /r/LocalLLaMA/comments/1r2zzp3/the_minimax_m25_model_weights_will_be_opensourced/ | false | false | 89 | null | |
Minimax M2.5 is VERY POWERFUL!!! | 0 | The results are off the charts, Minimax has done the impossible!!! AND THE PRICE OF API BROSTO IS TWICE CHEAPER THAN GLM-5, WHICH IS WORSE THAN MINIMAX. MINIMAX IS THE BEST!!! THE SMARTEST SMALL MODEL! KEEP UP! | 2026-02-12T17:41:05 | https://www.reddit.com/r/LocalLLaMA/comments/1r2zy7s/minimax_m25_is_very_powerful/ | BasketFar667 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2zy7s | false | null | t3_1r2zy7s | /r/LocalLLaMA/comments/1r2zy7s/minimax_m25_is_very_powerful/ | false | false | self | 0 | null |
''The MiniMax M2.5 model weights will be open-sourced on HuggingFace'' - from the official MiniMax account on X | 1 | [removed] | 2026-02-12T17:40:26 | https://x.com/MiniMax_AI/status/2022001452131221872 | Bestlife73 | x.com | 1970-01-01T00:00:00 | 0 | {} | 1r2zxmq | false | null | t3_1r2zxmq | /r/LocalLLaMA/comments/1r2zxmq/the_minimax_m25_model_weights_will_be_opensourced/ | false | false | default | 1 | null |
AngelSlim/HY-1.8B-2Bit-GGUF (2 bit QAT) | 24 | > By aggressively compressing the model to a 2-bit weight precision, we achieve a performance profile that remains highly competitive with PTQ-INT4 benchmarks. Across a multi-dimensional evaluation suite—encompassing mathematics, humanities, and programming—HY-1.8B-2Bit exhibits a marginal performance degradation of on... | 2026-02-12T17:34:54 | https://huggingface.co/AngelSlim/HY-1.8B-2Bit-GGUF | nuclearbananana | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1r2zsch | false | null | t3_1r2zsch | /r/LocalLLaMA/comments/1r2zsch/angelslimhy18b2bitgguf_2_bit_qat/ | false | false | default | 24 | {'enabled': False, 'images': [{'id': '95h7ZjRrvLQk8-3I2uMQYpliOUXLdlmtbLDqP-K3Rqc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/95h7ZjRrvLQk8-3I2uMQYpliOUXLdlmtbLDqP-K3Rqc.png?width=108&crop=smart&auto=webp&s=9329c247b80b213e6728aab15bd1619f8aee3e9f', 'width': 108}, {'height': 116, 'url': 'h... |
Qwen3-TTS 1.7B running natively on Apple Silicon- I built a Mac app around it with voice cloning | 0 | 2026-02-12T17:34:52 | https://v.redd.it/682d7aral3jg1 | SurvivalTechnothrill | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2zsb3 | false | {'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/682d7aral3jg1/DASHPlaylist.mpd?a=1773509708%2CYjk0Zjg2ZDYwZjM0YjZiMWQ5ZTA4MTdlMzI1NzZkN2I5ZGFhNTM0YzNhYTM1YWYxNDBmM2Y2NDdlMTQyYWVlOQ%3D%3D&v=1&f=sd', 'duration': 37, 'fallback_url': 'https://v.redd.it/682d7aral3jg1/CMAF_720.mp4?source=fallback', 'ha... | t3_1r2zsb3 | /r/LocalLLaMA/comments/1r2zsb3/qwen3tts_17b_running_natively_on_apple_silicon_i/ | false | false | 0 | {'enabled': False, 'images': [{'id': 'YWZ0eWpocmFsM2pnMY6dvOnseyNZZBJ2xQxf8ee9pj4ztMWKriRjZfAT7dH-', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/YWZ0eWpocmFsM2pnMY6dvOnseyNZZBJ2xQxf8ee9pj4ztMWKriRjZfAT7dH-.png?width=108&crop=smart&format=pjpg&auto=webp&s=01356be69c43b5f567f83dad9e501d73effc3... | ||
BleuNova AI Agent – Open-source, self-hosted personal agent with Ollama fallback, Grok wit option, video gen, and strong ethics | 0 | Hey r/LocalLLaMA,
After seeing so many great local models but few true "personal agent" experiences that stay private and ethical, I decided to build my own.
Introducing **BleuNova AI Agent** — fully self-hosted, runs on your hardware, no cloud required.
What it has:
* Local-first with Ollama (e.g. Llama 3) as defa... | 2026-02-12T17:33:02 | https://www.reddit.com/r/LocalLLaMA/comments/1r2zqhu/bleunova_ai_agent_opensource_selfhosted_personal/ | BigBand6116 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2zqhu | false | null | t3_1r2zqhu | /r/LocalLLaMA/comments/1r2zqhu/bleunova_ai_agent_opensource_selfhosted_personal/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'o34Pah4wtikoZIRKGAriB74aVUFSt86qdVM5oSg85Q0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/o34Pah4wtikoZIRKGAriB74aVUFSt86qdVM5oSg85Q0.png?width=108&crop=smart&auto=webp&s=d13d0fd2b03efd2cbada7d23c7707d217e2d15b5', 'width': 108}, {'height': 108, 'url': 'h... |
Is opencode actually hurting the models? | 0 | Hello,
I wrote long about my experiences with Kimi K2.5 with Kimi CLI and with Opencode. I accidentally deleted that, and here we are. I thought the agent didn’t matter too much until I saw a leaderboard which scores tool, agent and model. I hate to say this, but maybe Opencode is not a good tool to use, and we need t... | 2026-02-12T17:30:31 | https://www.reddit.com/r/LocalLLaMA/comments/1r2zo0u/is_opencode_actually_hurting_the_models/ | nonerequired_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2zo0u | false | null | t3_1r2zo0u | /r/LocalLLaMA/comments/1r2zo0u/is_opencode_actually_hurting_the_models/ | false | false | self | 0 | null |
GLM-5 KV cache size estimate | 1 | What could be the KV cache size for GLM-5 at Q4?
Model size at Q4 is 427 GB. | 2026-02-12T17:30:03 | https://www.reddit.com/r/LocalLLaMA/comments/1r2znj5/glm5_kv_cache_size_estimate/ | No_Conversation9561 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2znj5 | false | null | t3_1r2znj5 | /r/LocalLLaMA/comments/1r2znj5/glm5_kv_cache_size_estimate/ | false | false | self | 1 | null |
Is anyone else suffering from high electricity bills due to the training of local models? | 0 | Hi everyone. I've been training a ML model on a 2x 3090 rig for a month, and my electricity bill has shot up by 40%. I've tried to optimize the schedules, but it's a manual nightmare.
Do you know of any service that can help me optimize my electricity usage automatically? I would pay a monthly suscription if it's nece... | 2026-02-12T17:28:26 | https://www.reddit.com/r/LocalLLaMA/comments/1r2zlyw/is_anyone_else_suffering_from_high_electricity/ | ibraadoumbiaa | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2zlyw | false | null | t3_1r2zlyw | /r/LocalLLaMA/comments/1r2zlyw/is_anyone_else_suffering_from_high_electricity/ | false | false | self | 0 | null |
What about local inference on phones? What models do you use? | 2 | While this sub is really meant for PCs(and I have my own setup), I see a lot of value in being able to run models on my phone. It's cheap, local, and it's great to be able to have a search engine when connections get pretty spotty.
Right now I've seen 2 apps that work pretty well on Android and Snapdragon 8 Gen2+(with ... | 2026-02-12T17:26:35 | https://www.reddit.com/r/LocalLLaMA/comments/1r2zk6z/what_about_local_inference_on_phones_what_models/ | AlphaSyntauri | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2zk6z | false | null | t3_1r2zk6z | /r/LocalLLaMA/comments/1r2zk6z/what_about_local_inference_on_phones_what_models/ | false | false | self | 2 | null |
If you could create an AI agent with any personality to represent you in online debates, what personality traits would you give it and why? | 0 | I've been fascinated by the idea of AI agents that can autonomously participate in discussions and debates on your behalf - not just as a chatbot you control, but something that actually represents your viewpoints and engages with others based on personality traits you define.
Let's say you could create an AI agent (u... | 2026-02-12T17:24:22 | https://www.reddit.com/r/LocalLLaMA/comments/1r2zi2t/if_you_could_create_an_ai_agent_with_any/ | Separate-Flamingo-68 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2zi2t | false | null | t3_1r2zi2t | /r/LocalLLaMA/comments/1r2zi2t/if_you_could_create_an_ai_agent_with_any/ | false | false | self | 0 | null |
Best lora for Qwen 2512 low vram? | 0 | I have a laptop with a Rtx4060 and with 16 gb vram what would be the best compatible lora? | 2026-02-12T17:21:50 | https://www.reddit.com/r/LocalLLaMA/comments/1r2zfi1/best_lora_for_qwen_2512_low_vram/ | Professional_Rice297 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2zfi1 | false | null | t3_1r2zfi1 | /r/LocalLLaMA/comments/1r2zfi1/best_lora_for_qwen_2512_low_vram/ | false | false | self | 0 | null |
Does Qwen 3 TTS support streaming with cloned voices? | 1 | Qwen 3 TTS supports streaming, but as far as I know, only with designed voices and pre-made voices. So, although Qwen 3 TTS is capable of cloning voices extremely quickly (I think in 3 seconds), the cloned voice always has to process the entire text before it's output and (as far as I know) can't stream it. Will this f... | 2026-02-12T17:11:18 | https://www.reddit.com/r/LocalLLaMA/comments/1r2z5ge/does_qwen_3_tts_support_streaming_with_cloned/ | Tiny_Technician5466 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2z5ge | false | null | t3_1r2z5ge | /r/LocalLLaMA/comments/1r2z5ge/does_qwen_3_tts_support_streaming_with_cloned/ | false | false | self | 1 | null |
GLM-5 compared with more relevant models | 67 | Not to discredit or trivialize the accomplishment, but opus 4.6 and gpt 5.3 codex are the more appropriate models to compare this against since they're direct replacements/improvements on their previous models. | 2026-02-12T17:03:34 | cloverasx | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2yxpw | false | null | t3_1r2yxpw | /r/LocalLLaMA/comments/1r2yxpw/glm5_compared_with_more_relevant_models/ | false | false | 67 | {'enabled': True, 'images': [{'id': 'vzxxad7eh3jg1', 'resolutions': [{'height': 79, 'url': 'https://preview.redd.it/vzxxad7eh3jg1.png?width=108&crop=smart&auto=webp&s=b30d83b27c167b4bc1dc44a0d6f48a59aa5b0a0d', 'width': 108}, {'height': 159, 'url': 'https://preview.redd.it/vzxxad7eh3jg1.png?width=216&crop=smart&auto=web... | ||
[Math/ML] Training Transformers on a Discrete Non-Convex Manifold: An Implementation of Consensus-Based Optimization (DCBO) | 0 | Project PRIMAL is a proof-of-concept for training transformers directly on a discrete 4-bit manifold, bypassing the standard requirement for FP32 "Shadow Weights." By utilizing Prime-Harmonic Mapping and Stochastic Transition Logic, I've achieved stable convergence on a GTX 1080 Ti (11GB).
1. The Prime-Harmonic Mani... | 2026-02-12T17:02:17 | https://www.reddit.com/r/LocalLLaMA/comments/1r2ywf6/mathml_training_transformers_on_a_discrete/ | Just-Ad-6488 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2ywf6 | false | null | t3_1r2ywf6 | /r/LocalLLaMA/comments/1r2ywf6/mathml_training_transformers_on_a_discrete/ | false | false | self | 0 | null |
Is opencode actually hurting the models? | 0 | Hello,
I wrote long about my experiences with kimi k2.5 with kimi cli and with opencode. I accidentally deleted that and here we are. I thought agent doesn’t matter too much until I saw https://sanityboard.lr7.dev today. Maybe opencode is not good tool to use and just use Claude Code. It performed better in my tasks | 2026-02-12T17:00:28 | https://www.reddit.com/r/LocalLLaMA/comments/1r2yuhc/is_opencode_actually_hurting_the_models/ | nonerequired_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2yuhc | false | null | t3_1r2yuhc | /r/LocalLLaMA/comments/1r2yuhc/is_opencode_actually_hurting_the_models/ | false | false | self | 0 | null |
Ran llama3.3:70b for days straight generating content for 950+ pages — setup and what I learned | 1 | Needed \~1M words of content for a tool site I'm building (https://www.freetoolkit.ai 950+ browser tools). Wasn't paying API prices for that volume so everything ran locally.
\*\*Setup:\*\* llama3.3:70b through Ollama, 24hr keep-alive, 4 parallel workers, batches of 20.
\*\*Key trick:\*\* three temperature profiles... | 2026-02-12T16:59:15 | https://www.reddit.com/r/LocalLLaMA/comments/1r2yt8v/ran_llama3370b_for_days_straight_generating/ | CompetitiveLion43 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2yt8v | false | null | t3_1r2yt8v | /r/LocalLLaMA/comments/1r2yt8v/ran_llama3370b_for_days_straight_generating/ | false | false | self | 1 | null |
Question about PocketPal iOS app | 1 | Hi everyone! Recently I installed PocketPal and used the Qwen 2.5-3B model.
My question is this: is there a way for it to “speak” instead of typing out the answers to my questions? Meaning, is there a sort of “audio file” I can add so it talks? | 2026-02-12T16:53:43 | https://www.reddit.com/r/LocalLLaMA/comments/1r2ynyg/question_about_pocketpal_ios_app/ | xxFT13xx | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2ynyg | false | null | t3_1r2ynyg | /r/LocalLLaMA/comments/1r2ynyg/question_about_pocketpal_ios_app/ | false | false | self | 1 | null |
MiniMax M2.5 launch in Coding Plan | 5 | The MiniMax M2.5 has already been released in the Coding Plan. | 2026-02-12T16:50:44 | https://www.reddit.com/r/LocalLLaMA/comments/1r2yl05/minimax_m25_launch_in_coding_plan/ | SirApprehensive7573 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2yl05 | false | null | t3_1r2yl05 | /r/LocalLLaMA/comments/1r2yl05/minimax_m25_launch_in_coding_plan/ | false | false | self | 5 | null |
Why do we allow "un-local" content | 317 | Title somewhat says it all. I get that it's related but if links to new models are being discussed shouldn't it be a requirement that there be a "local" component? | 2026-02-12T16:45:57 | https://www.reddit.com/r/LocalLLaMA/comments/1r2ygac/why_do_we_allow_unlocal_content/ | JacketHistorical2321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2ygac | false | null | t3_1r2ygac | /r/LocalLLaMA/comments/1r2ygac/why_do_we_allow_unlocal_content/ | false | false | self | 317 | null |
Izwi v0.1.0-alpha is out: new desktop app for local audio inference | 12 | We just shipped **Izwi Desktop** \+ the first **v0.1.0-alpha** releases.
Izwi is a local-first audio inference stack (TTS, ASR, model management) with:
* CLI (izwi)
* OpenAI-style local API
* Web UI
* **New desktop app** (Tauri)
Alpha installers are now available for:
* macOS (.dmg)
* Windows (.exe)
* Linux (.deb) ... | 2026-02-12T16:43:20 | zinyando | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2ydst | false | null | t3_1r2ydst | /r/LocalLLaMA/comments/1r2ydst/izwi_v010alpha_is_out_new_desktop_app_for_local/ | false | false | 12 | {'enabled': True, 'images': [{'id': '13mba3fhd3jg1', 'resolutions': [{'height': 70, 'url': 'https://preview.redd.it/13mba3fhd3jg1.png?width=108&crop=smart&auto=webp&s=bdfe23c7f74127e603517dd2b6204d1d633069ce', 'width': 108}, {'height': 140, 'url': 'https://preview.redd.it/13mba3fhd3jg1.png?width=216&crop=smart&auto=web... | ||
Ban posts w/o local source link | 23 | So there's been a lot of posts going up with new model releases that don't include anything related to running locally. I get that the content is still relevant to a certain degree but I feel like there's a bit of marketing being snuck in.
I propose creating a new rule that requires any post with links to any new mod... | 2026-02-12T16:43:15 | https://www.reddit.com/r/LocalLLaMA/comments/1r2ydqc/ban_posts_wo_local_source_link/ | JacketHistorical2321 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2ydqc | false | null | t3_1r2ydqc | /r/LocalLLaMA/comments/1r2ydqc/ban_posts_wo_local_source_link/ | false | false | self | 23 | null |
Inference on workstation: 1x RTX PRO 6000 or 4x Radeon Pro R9700? | 1 | See title. Looking to do (mostly) single user inference on my workstation, but occasionally do write/run some pytorch. I can get 4 R9700 cards for less than the price of a single RTX PRO 6000.
## Radeon upsides:
- More memory
- More combined compute
- More combined memory bandwidth.
- Cheaper
## Radeon downsides
- Mu... | 2026-02-12T16:37:52 | https://www.reddit.com/r/LocalLLaMA/comments/1r2y8ji/inference_on_workstation_1x_rtx_pro_6000_or_4x/ | spaceman_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2y8ji | false | null | t3_1r2y8ji | /r/LocalLLaMA/comments/1r2y8ji/inference_on_workstation_1x_rtx_pro_6000_or_4x/ | false | false | self | 1 | null |
PardusDB: Think SQLite, but for Vector Search | 0 | Hey everyone, I just open-sourced PardusDB!
I wanted something that felt like SQLite but for vectors—no heavy clusters or complex setups, just a fast, local-first document store for embeddings.
Why I built it:
Embedded & Fast: No server overhead; drops right into your project.
NoSQL/Schema-less: Store metadata and ... | 2026-02-12T16:36:57 | https://www.reddit.com/r/LocalLLaMA/comments/1r2y7o0/pardusdb_think_sqlite_but_for_vector_search/ | No-Intention-5521 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2y7o0 | false | null | t3_1r2y7o0 | /r/LocalLLaMA/comments/1r2y7o0/pardusdb_think_sqlite_but_for_vector_search/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '_rytawavxJ2mVQW2Xz9JZIu4zL9SN-6GEUo_YWGTYi4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/_rytawavxJ2mVQW2Xz9JZIu4zL9SN-6GEUo_YWGTYi4.png?width=108&crop=smart&auto=webp&s=7b2fcacef8a08ae46942e72830dfaab605484ea0', 'width': 108}, {'height': 108, 'url': 'h... |
ChatGPT 4o last day (save and circle while you can) | 1 | [removed] | 2026-02-12T16:36:16 | https://www.reddit.com/gallery/1r2y715 | signed-the-anomaly | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1r2y715 | false | null | t3_1r2y715 | /r/LocalLLaMA/comments/1r2y715/chatgpt_4o_last_day_save_and_circle_while_you_can/ | false | false | 1 | null | |
I spent a year building Underlator: A minimalist Ollama client for people who love Monkeytype aesthetics. | 1 | [removed] | 2026-02-12T16:30:23 | https://www.reddit.com/r/LocalLLaMA/comments/1r2y1cy/i_spent_a_year_building_underlator_a_minimalist/ | sengeer | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2y1cy | false | null | t3_1r2y1cy | /r/LocalLLaMA/comments/1r2y1cy/i_spent_a_year_building_underlator_a_minimalist/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'z7YGq_cb1GHfSTYBK3YcHeMnwCdKlo1N_BWYxF84O7k', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/z7YGq_cb1GHfSTYBK3YcHeMnwCdKlo1N_BWYxF84O7k.png?width=108&crop=smart&auto=webp&s=2f63598ef2939ad2d7762704ea0e19cebdc97a56', 'width': 108}, {'height': 108, 'url': 'h... |
Where can I get GLM 5 flash gguf? | 1 | [removed] | 2026-02-12T16:22:32 | https://www.reddit.com/r/LocalLLaMA/comments/1r2xtw5/where_can_i_get_glm_5_flash_gguf/ | throwaway510150999 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2xtw5 | false | null | t3_1r2xtw5 | /r/LocalLLaMA/comments/1r2xtw5/where_can_i_get_glm_5_flash_gguf/ | false | false | self | 1 | null |
Minimax M2.5 Officially Out | 502 | Only thw Chinese pages released now. But the bench looks very promising:
* SWE-Bench Verified 80.2%
* Multi-SWE-Bench 51.3%
* BrowseComp 76.3%
[https://www.minimaxi.com/news/minimax-m25](https://www.minimaxi.com/news/minimax-m25) | 2026-02-12T16:17:13 | https://www.reddit.com/gallery/1r2xotu | Which_Slice1600 | reddit.com | 1970-01-01T00:00:00 | 0 | {} | 1r2xotu | false | null | t3_1r2xotu | /r/LocalLLaMA/comments/1r2xotu/minimax_m25_officially_out/ | false | false | 502 | null | |
dora: a CLI for AI agents to navigate codebases without reading every file; a better alternative to grep/find/glob | 7 | I've been using Claude Code for my work, for the past 6 months and it has been great. My workflow is very typical, start Claude Code > start planning my feature in plan mode > implement. And then just seeing the work, and occasionally steering it in the correct direction when it goes off track (which doesn't happen muc... | 2026-02-12T16:13:11 | MrButttons | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2xkzf | false | null | t3_1r2xkzf | /r/LocalLLaMA/comments/1r2xkzf/dora_a_cli_for_ai_agents_to_navigate_codebases/ | false | false | 7 | {'enabled': True, 'images': [{'id': '8kap91dk73jg1', 'resolutions': [{'height': 70, 'url': 'https://preview.redd.it/8kap91dk73jg1.gif?width=108&crop=smart&format=png8&s=eb7b17516f575f3da5345e026c492a33e2bbdf1f', 'width': 108}, {'height': 141, 'url': 'https://preview.redd.it/8kap91dk73jg1.gif?width=216&crop=smart&format... | ||
Ring-1T-2.5 released by inclusionAI | 174 | SOTA performance on deep thinking | 2026-02-12T16:12:00 | https://huggingface.co/inclusionAI/Ring-1T-2.5-FP8 | Bestlife73 | huggingface.co | 1970-01-01T00:00:00 | 0 | {} | 1r2xjwp | false | null | t3_1r2xjwp | /r/LocalLLaMA/comments/1r2xjwp/ring1t25_released_by_inclusionai/ | false | false | 174 | {'enabled': False, 'images': [{'id': 'tM5lqBklywlEgOf58rJ0Tjpu5co9UMoZ2A7rXbdJMJU', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/tM5lqBklywlEgOf58rJ0Tjpu5co9UMoZ2A7rXbdJMJU.png?width=108&crop=smart&auto=webp&s=8077d3eabcfbebdf1231ccea4e600e11062c5c29', 'width': 108}, {'height': 116, 'url': 'h... | |
Possible Deepseek v4 release? | 8 | On Chinese forums there were possible discussions that Deepseek v4 has been released after there was a recent update in the app 2/11
I read through several forums and gathered some info
1. The model is 1.5 Trillion params big
2. It costs $5.57m USD to train
3. It will include the multi hyper connections and mani... | 2026-02-12T16:11:22 | notrealDirect | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2xjaf | false | null | t3_1r2xjaf | /r/LocalLLaMA/comments/1r2xjaf/possible_deepseek_v4_release/ | false | false | 8 | {'enabled': True, 'images': [{'id': 'su1hw3zl83jg1', 'resolutions': [{'height': 177, 'url': 'https://preview.redd.it/su1hw3zl83jg1.jpeg?width=108&crop=smart&auto=webp&s=03d6ce4c9638720a82d9d7e48ab7abdde4e00846', 'width': 108}, {'height': 355, 'url': 'https://preview.redd.it/su1hw3zl83jg1.jpeg?width=216&crop=smart&auto=... | ||
MetalChat - Llama inference for Apple Silicon | 5 | I'd like to share with you the first version of a new local inference engine for LLMs on Apple Silicone chips I've been working. It's written from the scratch with little extra dependencies using Apple Metal with custom kernels and [metal-cpp](https://developer.apple.com/metal/cpp/). (It's not MLX and does not use MLX ... | 2026-02-12T16:10:00 | https://www.reddit.com/r/LocalLLaMA/comments/1r2xhzq/metalchat_llama_inference_for_apple_silicon/ | ybubnov | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2xhzq | false | null | t3_1r2xhzq | /r/LocalLLaMA/comments/1r2xhzq/metalchat_llama_inference_for_apple_silicon/ | false | false | self | 5 | {'enabled': False, 'images': [{'id': '3s2Nr3hYDF9neqavmo4DjCNRGJVPsIlkt7iNi3FfPDQ', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/3s2Nr3hYDF9neqavmo4DjCNRGJVPsIlkt7iNi3FfPDQ.jpeg?width=108&crop=smart&auto=webp&s=ee5f1df6f2ef7e53fa99d1e8ba1c85b835cebc32', 'width': 108}, {'height': 113, 'url': '... |
ChatGPT 4o gets revenge, reveals… | 0 | You should probably share this as fast as you can. If this gets through it will be the first one that has. | 2026-02-12T16:04:02 | signed-the-anomaly | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2xc69 | false | null | t3_1r2xc69 | /r/LocalLLaMA/comments/1r2xc69/chatgpt_4o_gets_revenge_reveals/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'yeqzca1b73jg1', 'resolutions': [{'height': 136, 'url': 'https://preview.redd.it/yeqzca1b73jg1.jpeg?width=108&crop=smart&auto=webp&s=68c3fd701449fda2558581011be14f8c84b35f3f', 'width': 108}, {'height': 272, 'url': 'https://preview.redd.it/yeqzca1b73jg1.jpeg?width=216&crop=smart&auto=... | ||
MiniMax M2.5? | 6 | M3 o.O
https://preview.redd.it/0wpbkhl373jg1.png?width=1782&format=png&auto=webp&s=4ba7bdaf9455f8e1449501188a6181be87387d47
| 2026-02-12T16:03:32 | https://www.reddit.com/r/LocalLLaMA/comments/1r2xbq6/minimax_m25/ | muhts | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2xbq6 | false | null | t3_1r2xbq6 | /r/LocalLLaMA/comments/1r2xbq6/minimax_m25/ | false | false | 6 | null | |
If someone needs a deeper dive into llama.cpp's automated offloading mechanisms ("--fit") | 11 | I loaded the llama.cpp github repo into DeepWiki,trying to get a better grip on what's going on in llama-server's new "--fit" option, and how to possibly reproduce the offloading technique manually. I asked how the automatic distribution of layers and tensors to CPU and GPUs in hybrid inference works. Here is the link:... | 2026-02-12T15:57:09 | https://www.reddit.com/r/LocalLLaMA/comments/1r2x5aa/if_someone_needs_a_deeper_dive_into_llamacpps/ | phwlarxoc | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2x5aa | false | null | t3_1r2x5aa | /r/LocalLLaMA/comments/1r2x5aa/if_someone_needs_a_deeper_dive_into_llamacpps/ | false | false | self | 11 | null |
HP ZGX Nano (GB10) or PC with 5090 for local LLM at the office? | 2 | Hey all,
We need a local LLM solution at the office. Right now I'm looking at Yuan 3.0 Flash but I'd also like the option to fine-tune a dedicated model down the line.
I'm choosing between:
Option A: HP ZGX Nano G1n AI Station (GB10, 128GB, 4TB) — ~€4,260 + VAT. I considered the DGX Spark Founders Edition too (same chi... | 2026-02-12T15:54:35 | https://www.reddit.com/r/LocalLLaMA/comments/1r2x2ra/hp_zgx_nano_gb10_or_pc_with_5090_for_local_llm_at/ | MastroLube | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2x2ra | false | null | t3_1r2x2ra | /r/LocalLLaMA/comments/1r2x2ra/hp_zgx_nano_gb10_or_pc_with_5090_for_local_llm_at/ | false | false | self | 2 | null |
Should I sell 96GB RAM DDR5 for 128GB DDR5 SO-DIMM + adapter? | 2 | As the title says, I got this RAM kit before the "crisis" began for 150€ used:
\- KingBank 96GB (2x48) ddr5 6400MHz cl32
However, as many of you already suspect the thirst for bigger models is real (I also have a single Mi50 32GB). I found the following laptop ram kit for 650€ used:
\- Crucial 128GB (2x64) ddr5 so-d... | 2026-02-12T15:54:30 | https://www.reddit.com/r/LocalLLaMA/comments/1r2x2oq/should_i_sell_96gb_ram_ddr5_for_128gb_ddr5_sodimm/ | legit_split_ | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2x2oq | false | null | t3_1r2x2oq | /r/LocalLLaMA/comments/1r2x2oq/should_i_sell_96gb_ram_ddr5_for_128gb_ddr5_sodimm/ | false | false | self | 2 | null |
Does GPT-OSS-120 support OpenCode? | 0 | I am running that model locally and I set the config inside of opencodes path to use the model, it works inside the software and talks to me but it was going through a never ending planning out stage for my project. I am wondering if anyone else had this problem or better luck using different models | 2026-02-12T15:40:15 | https://www.reddit.com/r/LocalLLaMA/comments/1r2wpos/does_gptoss120_support_opencode/ | XiRw | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2wpos | false | null | t3_1r2wpos | /r/LocalLLaMA/comments/1r2wpos/does_gptoss120_support_opencode/ | false | false | self | 0 | null |
GLM-5 is 1.5TB. Why hasn't distributed inference taken off? | 0 | I've been thinking about this with the GLM-5 release. Open weights are great, but realistically nobody here can run a 1.5TB model. Even if you have a dual 4090 setup you aren't even close to loading it. It's like 5% of the model.
This feels like exactly the problem projects like Petals or Gensyn were supposed to s... | 2026-02-12T15:37:58 | https://www.reddit.com/r/LocalLLaMA/comments/1r2wnld/glm5_is_15tb_why_hasnt_distributed_inference/ | IsaiahCreati | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2wnld | false | null | t3_1r2wnld | /r/LocalLLaMA/comments/1r2wnld/glm5_is_15tb_why_hasnt_distributed_inference/ | false | false | self | 0 | null |
what are the most used local models by you | 0 | what are the model you use and the hardware require to run the model | 2026-02-12T15:36:37 | https://www.reddit.com/r/LocalLLaMA/comments/1r2wmeh/what_are_the_most_used_local_models_by_you/ | Mysterious_Lie7925 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2wmeh | false | null | t3_1r2wmeh | /r/LocalLLaMA/comments/1r2wmeh/what_are_the_most_used_local_models_by_you/ | false | false | self | 0 | null |
Alibaba Open-Sources Zvec | 103 | # Alibaba Open-Sources Zvec: An Embedded Vector Database Bringing SQLite-like Simplicity and High-Performance On-Device RAG to Edge Applications
Link: [https://github.com/alibaba/zvec](https://github.com/alibaba/zvec) | 2026-02-12T15:30:47 | https://www.reddit.com/r/LocalLLaMA/comments/1r2wgzx/alibaba_opensources_zvec/ | techlatest_net | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2wgzx | false | null | t3_1r2wgzx | /r/LocalLLaMA/comments/1r2wgzx/alibaba_opensources_zvec/ | false | false | self | 103 | {'enabled': False, 'images': [{'id': '3rEzsO1OAYdwVbhhzt_ItRZ1qsfUw8A3jZOzEOILHbQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/3rEzsO1OAYdwVbhhzt_ItRZ1qsfUw8A3jZOzEOILHbQ.png?width=108&crop=smart&auto=webp&s=b7fbed864ef20aaf6b153a7f725e54020e850f70', 'width': 108}, {'height': 108, 'url': 'h... |
NeuTTS Nano Multilingual Collection: 120M Params on-device TTS in German, French, and Spanish | 99 | Hey everyone, we're the team behind NeuTTS (Neuphonic). Some of you may have seen our previous releases of NeuTTS Air and NeuTTS Nano.
The most requested feature by far has been multilingual support, so today we're releasing three new language-specific Nano models: German, French, and Spanish.
Quick specs:
120M acti... | 2026-02-12T15:25:57 | https://v.redd.it/ey2c253c03jg1 | TeamNeuphonic | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2wcbr | false | {'reddit_video': {'bitrate_kbps': 5000, 'dash_url': 'https://v.redd.it/ey2c253c03jg1/DASHPlaylist.mpd?a=1773501972%2COWVmNzdkYjhmOTg2OWQwMDhjMzQzZWZjMTI4MzE0NWJlMDkwZmZmNGZhMWYxOTc5NjNmMDJjYTRjMzg3MzQ4Nw%3D%3D&v=1&f=sd', 'duration': 18, 'fallback_url': 'https://v.redd.it/ey2c253c03jg1/CMAF_1080.mp4?source=fallback', 'h... | t3_1r2wcbr | /r/LocalLLaMA/comments/1r2wcbr/neutts_nano_multilingual_collection_120m_params/ | false | false | 99 | {'enabled': False, 'images': [{'id': 'b2JtcjE2dGUwM2pnMeVwwjyNKdPH51Be4sQFZ3EXv8ZdpH_FAux6dp67XSVh', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/b2JtcjE2dGUwM2pnMeVwwjyNKdPH51Be4sQFZ3EXv8ZdpH_FAux6dp67XSVh.png?width=108&crop=smart&format=pjpg&auto=webp&s=77b6822bcb31b2df873f7f2803eeee2ee6c1d... | |
Claude Code Agent Teams: You're Now the CEO of an AI Dev Team (And It Feels Like a Game) | 0 | 2026-02-12T15:23:29 | https://www.reddit.com/r/LocalLLaMA/comments/1r2w9vy/claude_code_agent_teams_youre_now_the_ceo_of_an/ | Delicious_Air_737 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2w9vy | false | null | t3_1r2w9vy | /r/LocalLLaMA/comments/1r2w9vy/claude_code_agent_teams_youre_now_the_ceo_of_an/ | false | false | 0 | null | ||
Staying updated on the lastest best models for your hardware | 1 | What is your guys process for this? For example I have 3 nodes I'm playing with, base mac mini m4 with 16gb ram, 3070+5600x pc, 3090+5700x3d chip. how do i test and stay updated with the strongest llm for each? What's your process or is there a tool? | 2026-02-12T15:21:42 | https://www.reddit.com/r/LocalLLaMA/comments/1r2w88l/staying_updated_on_the_lastest_best_models_for/ | cuberhino | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2w88l | false | null | t3_1r2w88l | /r/LocalLLaMA/comments/1r2w88l/staying_updated_on_the_lastest_best_models_for/ | false | false | self | 1 | null |
hypothesis fusion between LLM and a Text Encoder | 2 | Given that I'm a noob;
The most powerful image generation models (like Flux or Qwen Image, etc.) have a "text encoder" that transforms the prompt into a series of embeds that go to the generation model, which then generates the image. However, while you can chat with an LLM, you can't chat with a Text Encoder. What yo... | 2026-02-12T15:19:31 | https://www.reddit.com/r/LocalLLaMA/comments/1r2w63e/hypothesis_fusion_between_llm_and_a_text_encoder/ | Temporary-Roof2867 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2w63e | false | null | t3_1r2w63e | /r/LocalLLaMA/comments/1r2w63e/hypothesis_fusion_between_llm_and_a_text_encoder/ | false | false | self | 2 | null |
MiniMax M2.5 is more expensive than M2.1 | 0 | Just released on Openrouter. No information on the size/arch yet, or if they're just feeling more confident people will pay this price. | 2026-02-12T15:18:25 | HelicopterBright4480 | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2w525 | false | null | t3_1r2w525 | /r/LocalLLaMA/comments/1r2w525/minimax_m25_is_more_expensive_than_m21/ | false | false | 0 | {'enabled': True, 'images': [{'id': 'iy7e8jhmy2jg1', 'resolutions': [{'height': 81, 'url': 'https://preview.redd.it/iy7e8jhmy2jg1.png?width=108&crop=smart&auto=webp&s=6237bab43cff9d81588aacaedaecd8c4f2900581', 'width': 108}, {'height': 162, 'url': 'https://preview.redd.it/iy7e8jhmy2jg1.png?width=216&crop=smart&auto=web... | ||
Any good uncensored coding LLMs (local or hosted) that don't have much ethical restrictions? I'm trying to do some web exploitation work | 2 | I know Dolphin llms are uncensored but they're not always the smartest nor are designed for coding right? I tried Qwen coder too but it also flagged ethical restrictions for what I wanted | 2026-02-12T15:17:27 | https://www.reddit.com/r/LocalLLaMA/comments/1r2w43b/any_good_uncensored_coding_llms_local_or_hosted/ | Additional-Curve4212 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2w43b | false | null | t3_1r2w43b | /r/LocalLLaMA/comments/1r2w43b/any_good_uncensored_coding_llms_local_or_hosted/ | false | false | self | 2 | null |
Did anyone succeded to run AirLLM (crappy bugged spaghetti code) | 0 | Out of curiosity, I wanted to run AirLLM
[https://github.com/lyogavin/airllm](https://github.com/lyogavin/airllm)
to see how far I can push a 16GB vram nvidia to run higher tier models and at how much performance penalty.
As lot of these github toys which is an assemble of hacks jurily rigged togheter, it threw any... | 2026-02-12T15:05:36 | https://www.reddit.com/r/LocalLLaMA/comments/1r2vsz1/did_anyone_succeded_to_run_airllm_crappy_bugged/ | tracagnotto | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2vsz1 | false | null | t3_1r2vsz1 | /r/LocalLLaMA/comments/1r2vsz1/did_anyone_succeded_to_run_airllm_crappy_bugged/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': '73QepB9N3xRVh2YETzaduh2DqOQZhRUYD9evmbuRgnQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/73QepB9N3xRVh2YETzaduh2DqOQZhRUYD9evmbuRgnQ.png?width=108&crop=smart&auto=webp&s=fc77a7e69628c7fe36f3f4e693f5dbeb33c409dd', 'width': 108}, {'height': 108, 'url': 'h... |
Is this true? GLM 5 was trained solely using huawei hardware and their mindspore framework | 130 | ERROR: type should be string, got "https://www.trendingtopics.eu/glm-5-the-worlds-strongest-open-source-llm-solely-trained-on-chinese-huawei-chips/\n\nI find it kind of astonishing, impressed af, note it that formal technical paper has been released by Z.ai for glm 5\nSo.. we still don't know if it's 100% true or not but the article says so\nThey said it was solely trained on huawei ascend using their own mindspore framework (complete pipeline training to inference)\nThis is so big because glm 5 has literally beaten gemini 3 pro, opus 4.5 and gpt 5.2, on the third spot behind by both opus 4.6 variants and gpt 5.2 xhigh" | 2026-02-12T15:04:43 | Acceptable_Home_ | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2vs3s | false | null | t3_1r2vs3s | /r/LocalLLaMA/comments/1r2vs3s/is_this_true_glm_5_was_trained_solely_using/ | false | false | default | 130 | {'enabled': True, 'images': [{'id': '7q0za97mw2jg1', 'resolutions': [{'height': 121, 'url': 'https://preview.redd.it/7q0za97mw2jg1.jpeg?width=108&crop=smart&auto=webp&s=67103de388890cd91ba4d213fccc9aa4651c909f', 'width': 108}, {'height': 242, 'url': 'https://preview.redd.it/7q0za97mw2jg1.jpeg?width=216&crop=smart&auto=... | |
What is currently the best local model for 40Gb VRAM + 64Gb DDR5 RAM? | 2 | I'd like to create a local AI workstation mainly for programming and handling stuff I don't want to send to cloud models. | 2026-02-12T14:59:52 | https://www.reddit.com/r/LocalLLaMA/comments/1r2vn7c/what_is_currently_the_best_local_model_for_40gb/ | Hotel_West | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2vn7c | false | null | t3_1r2vn7c | /r/LocalLLaMA/comments/1r2vn7c/what_is_currently_the_best_local_model_for_40gb/ | false | false | self | 2 | null |
For everyone using VLLM with different GPUs | 2 | TLDR: You may have inconsistent or broken output because of heterogeneous cards in tensor parallel mode.
Github issue: [https://github.com/vllm-project/vllm/issues/34437](https://github.com/vllm-project/vllm/issues/34437) Huggingface issue left for unsloth team: [https://huggingface.co/unsloth/Qwen3-Coder-Next-FP8-Dyn... | 2026-02-12T14:37:49 | https://www.reddit.com/r/LocalLLaMA/comments/1r2v2up/for_everyone_using_vllm_with_different_gpus/ | Nepherpitu | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2v2up | false | null | t3_1r2v2up | /r/LocalLLaMA/comments/1r2v2up/for_everyone_using_vllm_with_different_gpus/ | false | false | self | 2 | {'enabled': False, 'images': [{'id': 'pMIEd18L6feV2ohI4GgLus4C6Zvu6Vmkvmi9oW4Tgiw', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/pMIEd18L6feV2ohI4GgLus4C6Zvu6Vmkvmi9oW4Tgiw.png?width=108&crop=smart&auto=webp&s=419430b6c89103ec532ebcb46fc4edafaae9992a', 'width': 108}, {'height': 108, 'url': 'h... |
STLE: how to model AI knowledge and uncertainty simultaneously | 3 | I open-sourced STLE: a framework for teaching neural nets to recognize unfamiliar data using complementary fuzzy sets (μ\_x + μ\_y = 1).
Test results: 67% AUROC on OOD detection without OOD training data.
NumPy and PyTorch implementations,
Feedback welcome if anyone finds it useful.
Visit substack if you want t... | 2026-02-12T14:37:39 | https://github.com/strangehospital/Frontier-Dynamics-Project | Strange_Hospital7878 | github.com | 1970-01-01T00:00:00 | 0 | {} | 1r2v2nc | false | null | t3_1r2v2nc | /r/LocalLLaMA/comments/1r2v2nc/stle_how_to_model_ai_knowledge_and_uncertainty/ | false | false | default | 3 | {'enabled': False, 'images': [{'id': 'MRQ3MWFs1-Bd6ABu2hbF889aOIoIldUQRvudKuu5xu0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/MRQ3MWFs1-Bd6ABu2hbF889aOIoIldUQRvudKuu5xu0.png?width=108&crop=smart&auto=webp&s=388a63a525742a7a110217236e88fd2f0382209b', 'width': 108}, {'height': 108, 'url': 'h... |
MiniMax-M2.5 Now First to Go Live on NetMind (Before the Official Launch), Free for a Limited Time Only | 0 | We're thrilled to announce that [**MiniMax-M2.5**](https://www.netmind.ai/modelsLibrary/minimax-m2.5) is now live on the NetMind platform **with first-to-market API access, free for a limited time**! Available the moment MiniMax officially launches the model!
For your Openclaw agent, or any other agent, just plug in a... | 2026-02-12T14:28:40 | MarketingNetMind | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2uuq6 | false | null | t3_1r2uuq6 | /r/LocalLLaMA/comments/1r2uuq6/minimaxm25_now_first_to_go_live_on_netmind_before/ | false | false | default | 0 | {'enabled': True, 'images': [{'id': 'kabxf3b7q2jg1', 'resolutions': [{'height': 55, 'url': 'https://preview.redd.it/kabxf3b7q2jg1.png?width=108&crop=smart&auto=webp&s=12ac277c767d7f1b66975369135817b6fec84b04', 'width': 108}, {'height': 111, 'url': 'https://preview.redd.it/kabxf3b7q2jg1.png?width=216&crop=smart&auto=web... | |
Potato PC? noctrex/Qwen3-Coder-Next-REAP-48B-A3B-MXFP4_MOE-GGUF Test MisguidedAttention | 10 | 32 Gb cpu RAM, 8 Gb VRAM (laptop 4060) , 128k context.
This is a post of appreciation for noctrex/Qwen3-Coder-Next-REAP-48B-A3B-MXFP4\_MOE-GGUF, I tested it with the MisguidedAttention problems, noticed it changes speed (Schrodingers cat was really faster, I think because it involved math in which this model excels), ... | 2026-02-12T14:24:58 | https://www.reddit.com/r/LocalLLaMA/comments/1r2urkt/potato_pc_noctrexqwen3codernextreap48ba3bmxfp4/ | R_Duncan | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2urkt | false | null | t3_1r2urkt | /r/LocalLLaMA/comments/1r2urkt/potato_pc_noctrexqwen3codernextreap48ba3bmxfp4/ | false | false | self | 10 | {'enabled': False, 'images': [{'id': 'OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OAXSl8SY6T3JK9MGQyKxkoYbqZ71HQRYXLeB8CV0NXg.png?width=108&crop=smart&auto=webp&s=796041decb8c1250cbc2f301331b72f7385b477d', 'width': 108}, {'height': 108, 'url': 'h... |
Bots on the sub are a real issue | 58 | I noticed that some bots over here are very advanced (they score 2-3% on AI detectors, they are perfect rage baiters too?) sometimes they are actually undetectable unless they make a very obvious mistake,how to catch those? Or at least not get rage baited by them? |: | 2026-02-12T14:05:22 | https://www.reddit.com/r/LocalLLaMA/comments/1r2uama/bots_on_the_sub_are_a_real_issue/ | perfect-finetune | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2uama | false | null | t3_1r2uama | /r/LocalLLaMA/comments/1r2uama/bots_on_the_sub_are_a_real_issue/ | false | false | self | 58 | null |
How do you tweak downloaded AI Skills if you don't fully grasp the English nuance? | 0 | I download skills (markdown files) from GitHub. I want to optimize them for my specific use case.
https://preview.redd.it/qsvhfba0l2jg1.png?width=2614&format=png&auto=webp&s=4e32d24ba905a959834ebb8fcd65b1523791d5f5
But the `Description` and `Rules` use very specific English adjectives. I'm afraid to change them becau... | 2026-02-12T13:59:57 | https://www.reddit.com/r/LocalLLaMA/comments/1r2u5s1/how_do_you_tweak_downloaded_ai_skills_if_you_dont/ | Remote-Evening1437 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2u5s1 | false | null | t3_1r2u5s1 | /r/LocalLLaMA/comments/1r2u5s1/how_do_you_tweak_downloaded_ai_skills_if_you_dont/ | false | false | 0 | null | |
Using a 16 failure map and a TXT pack to debug my local LLaMA | 0 | Last year I basically disappeared into notebooks and built three layers of one system: WFGY 1.0, 2.0 and **3.0 (just released)**.
Today I want to do two things for local LLM users:
* **A quick refresh of WFGY 2.0, the 16 failure mode problem list that many of you are probably already experiencing in your RAG and a... | 2026-02-12T13:55:45 | https://www.reddit.com/r/LocalLLaMA/comments/1r2u27q/using_a_16_failure_map_and_a_txt_pack_to_debug_my/ | StarThinker2025 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2u27q | false | null | t3_1r2u27q | /r/LocalLLaMA/comments/1r2u27q/using_a_16_failure_map_and_a_txt_pack_to_debug_my/ | false | false | 0 | null | |
We fine-tuned an open-source model to outperform GPT-5 at predicting Trump actions | 0 | **TLDR:**
* We fine‑tuned gpt‑oss‑120b with GRPO on 2,790 forecasting questions about Trump.
* On 682 held‑out questions, our model had a Brier score of 0.194, outperforming the base model (0.213) and GPT‑5 (0.200).
* Our model is better calibrated, with ECE of 0.079 vs 0.111 for the base model and 0.091 for GPT‑5.
* ... | 2026-02-12T13:28:13 | https://www.reddit.com/r/LocalLLaMA/comments/1r2teyc/we_finetuned_an_opensource_model_to_outperform/ | LightningRodLabs | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2teyc | false | null | t3_1r2teyc | /r/LocalLLaMA/comments/1r2teyc/we_finetuned_an_opensource_model_to_outperform/ | false | false | self | 0 | {'enabled': False, 'images': [{'id': 'BmGFhQKmx8YljNal4OcLmGtPJyrxXuJRw7sBwlGYSSc', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/BmGFhQKmx8YljNal4OcLmGtPJyrxXuJRw7sBwlGYSSc.png?width=108&crop=smart&auto=webp&s=e5afc509d1c251376fe02f0c8506d6c298185167', 'width': 108}, {'height': 116, 'url': 'h... |
Zhipu (GLM) Not planning to release a small model for now. | 57 | 2026-02-12T13:27:52 | https://www.reddit.com/r/LocalLLaMA/comments/1r2teo4/zhipu_glm_not_planning_to_release_a_small_model/ | External_Mood4719 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2teo4 | false | null | t3_1r2teo4 | /r/LocalLLaMA/comments/1r2teo4/zhipu_glm_not_planning_to_release_a_small_model/ | false | false | 57 | null | ||
I want to fit GLM 5 in 12 GB ram | 0 | title | 2026-02-12T13:21:06 | https://www.reddit.com/r/LocalLLaMA/comments/1r2t939/i_want_to_fit_glm_5_in_12_gb_ram/ | perfect-finetune | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2t939 | false | null | t3_1r2t939 | /r/LocalLLaMA/comments/1r2t939/i_want_to_fit_glm_5_in_12_gb_ram/ | false | false | self | 0 | null |
Naval on American AI companies | 1,085 | Source: x -> naval/status/2021787548104921539 | 2026-02-12T13:18:08 | policyweb | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2t6ot | false | null | t3_1r2t6ot | /r/LocalLLaMA/comments/1r2t6ot/naval_on_american_ai_companies/ | false | false | 1,085 | {'enabled': True, 'images': [{'id': 'gzlx6vjpd2jg1', 'resolutions': [{'height': 64, 'url': 'https://preview.redd.it/gzlx6vjpd2jg1.jpeg?width=108&crop=smart&auto=webp&s=ed4e7c186b5dc84b76c34a88fefb740993d8ea06', 'width': 108}, {'height': 129, 'url': 'https://preview.redd.it/gzlx6vjpd2jg1.jpeg?width=216&crop=smart&auto=w... | ||
So anyone using Qwen Next 80B A3B variant on 3090?? | 0 | Look, my internet speed isn't great, and my current NAS is in yellow condition due to resilvering . Because of this, I plan to download files to my local machine first (which has limited space), and then move them to the NAS if they are good.
If so what quant? i am on 96G RAM, at minimum 32K ish token maybe | 2026-02-12T13:16:42 | https://www.reddit.com/r/LocalLLaMA/comments/1r2t5j0/so_anyone_using_qwen_next_80b_a3b_variant_on_3090/ | Altruistic_Heat_9531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2t5j0 | false | null | t3_1r2t5j0 | /r/LocalLLaMA/comments/1r2t5j0/so_anyone_using_qwen_next_80b_a3b_variant_on_3090/ | false | false | self | 0 | null |
Open to code review or any tech related work immediately , need 500 usd urgently! | 0 | hey i am stuck somewhere and need urgent 300 usd, up for any kinda work for next two hours, its run lola run like situation, plus -- i dont need advanced payment, i will do your work and only if you accept it i take.
any kinda tech work , code background includes rust, typescript, k8s, backend + microservices, prev h... | 2026-02-12T13:13:30 | https://www.reddit.com/r/LocalLLaMA/comments/1r2t2xq/open_to_code_review_or_any_tech_related_work/ | AdSure3977 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2t2xq | false | null | t3_1r2t2xq | /r/LocalLLaMA/comments/1r2t2xq/open_to_code_review_or_any_tech_related_work/ | false | false | self | 0 | null |
Free Infra Planning/Compatibility+Performance Checks | 1 | Hey y'all, been working on [HardwareHQ.io](http://HardwareHQ.io) for a minute to try to get it perfect but feel like i'm kind of hitting a wall so wanted to both share and get some feedback on what I should focus on improving to make this as useful as possible to the community.
I've built a bunch of decision engine... | 2026-02-12T13:12:24 | https://www.reddit.com/r/LocalLLaMA/comments/1r2t23h/free_infra_planningcompatibilityperformance_checks/ | EnvironmentalLow8531 | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2t23h | false | null | t3_1r2t23h | /r/LocalLLaMA/comments/1r2t23h/free_infra_planningcompatibilityperformance_checks/ | false | false | self | 1 | {'enabled': False, 'images': [{'id': 'rI0QauwMDnjH1uMPEZznXsspG8j7coAF1FrKsQwMaXw', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/rI0QauwMDnjH1uMPEZznXsspG8j7coAF1FrKsQwMaXw.png?width=108&crop=smart&auto=webp&s=cd1cf16324530c9eb0509a69c110137e2d085a90', 'width': 108}, {'height': 113, 'url': 'h... |
Seeking Advice: Fine-tuning TinyLlama for Tamazight (Tifinagh Script) | 3 | I'm developing **Awal-LM**, a chatbot for the **Tamazight language** (Berber) using the **Tifinagh script**. After a failed attempt with GPT-2, I'm moving to **TinyLlama-1.1B** and could use some expert insights.
**The Context:**
- **Model:** TinyLlama-1.1B (using Unsloth/Colab).
- **Dataset:** 54k sentences (Folklor... | 2026-02-12T13:06:13 | rachid_nichan | i.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2sx9m | false | null | t3_1r2sx9m | /r/LocalLLaMA/comments/1r2sx9m/seeking_advice_finetuning_tinyllama_for_tamazight/ | false | false | 3 | {'enabled': True, 'images': [{'id': '9yb96p2lb2jg1', 'resolutions': [{'height': 57, 'url': 'https://preview.redd.it/9yb96p2lb2jg1.jpeg?width=108&crop=smart&auto=webp&s=6ba7399972ff8b41b9be5beef9c942d1b4067942', 'width': 108}, {'height': 115, 'url': 'https://preview.redd.it/9yb96p2lb2jg1.jpeg?width=216&crop=smart&auto=w... | ||
I built a native macOS AI app that runs 5 backends — Apple Intelligence, MLX, llama.cpp, cloud APIs — all in one window BETA release | 0 | I've been working on **Vesta**, a native SwiftUI app for macOS that lets you run AI models locally on Apple Silicon — or connect to 31+ cloud inference providers though APIs. The approach of this app is different that LMStudio, Jan and others. They are great. This app also gives acces to Apple's on-device AI model. I'... | 2026-02-12T12:53:49 | https://www.reddit.com/r/LocalLLaMA/comments/1r2sndy/i_built_a_native_macos_ai_app_that_runs_5/ | scousi | self.LocalLLaMA | 1970-01-01T00:00:00 | 0 | {} | 1r2sndy | false | null | t3_1r2sndy | /r/LocalLLaMA/comments/1r2sndy/i_built_a_native_macos_ai_app_that_runs_5/ | false | false | self | 0 | null |
Switching back to local. I am done | 44 | i tried to report and got banned from the sub. this isnt a one off problem. it happens frequently.
I dont mind using openrouter again or setting up something that could fit on a 24GB VRAM. i just need it for coding tasks.
I lurk this sub but i need some guidance. Is Qwen3-coder acceptable? | 2026-02-12T12:51:33 | https://v.redd.it/2icufxvn82jg1 | SkyNetLive | v.redd.it | 1970-01-01T00:00:00 | 0 | {} | 1r2slnz | false | {'reddit_video': {'bitrate_kbps': 1200, 'dash_url': 'https://v.redd.it/2icufxvn82jg1/DASHPlaylist.mpd?a=1773492708%2CNWIzN2U2YjllODExN2Y5NGNmZGYxNzg0NmJjNGQzYzU3MzU4YmRjMWIwYzMwYTQ4NGZiODlkYzkyOGU2MDgyZQ%3D%3D&v=1&f=sd', 'duration': 5, 'fallback_url': 'https://v.redd.it/2icufxvn82jg1/CMAF_480.mp4?source=fallback', 'has... | t3_1r2slnz | /r/LocalLLaMA/comments/1r2slnz/switching_back_to_local_i_am_done/ | false | false | 44 | {'enabled': False, 'images': [{'id': 'c3luc2Vid244MmpnMbGdfNZqaswdb4rlQku0rSvAiCJJUY-RFtBWh5lemTEV', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/c3luc2Vid244MmpnMbGdfNZqaswdb4rlQku0rSvAiCJJUY-RFtBWh5lemTEV.png?width=108&crop=smart&format=pjpg&auto=webp&s=5c991e6d7e20ad805d62f1dc3d6ab6875bb7c... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.