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Is there a good LLM eval for agentic use?
0
Like Swe-bench but for general agentic use
2026-01-15T06:34:55
https://www.reddit.com/r/LocalLLaMA/comments/1qdc9el/is_there_a_good_llm_eval_for_agentic_use/
Vegetable_Sun_9225
self.LocalLLaMA
1970-01-01T00:00:00
0
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0
null
Mistral releases Ministral 3 paper
135
details: >We introduce the Ministral 3 series, a family of parameter-efficient dense language models designed for compute and memory constrained applications, available in three model sizes: 3B, 8B, and 14B parameters. For each model size, we release three variants: a pretrained base model for general-purpose use, an...
2026-01-15T06:16:31
https://arxiv.org/abs/2601.08584
Old-School8916
arxiv.org
1970-01-01T00:00:00
0
{}
1qdbxei
false
null
t3_1qdbxei
/r/LocalLLaMA/comments/1qdbxei/mistral_releases_ministral_3_paper/
false
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135
null
Stop LLM bills from exploding: I built Budget guards for LLM apps – auto-pause workflows at $X limit
0
Hey everyone, I think nowadays everyone faces AI agents that get stuck in a retry loop. Woke up to a $1K OpenAI bill for what should've been $5. I know I'm not alone because I've seen this on HN/Twitter constantly: * "My agent cost $12K in 3 days" * "Customer ran our AI feature 10,000 times, we ate the cost" * "No i...
2026-01-15T06:00:15
https://www.reddit.com/r/LocalLLaMA/comments/1qdbmbc/stop_llm_bills_from_exploding_i_built_budget/
Extension_Key_5970
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qdbmbc
false
null
t3_1qdbmbc
/r/LocalLLaMA/comments/1qdbmbc/stop_llm_bills_from_exploding_i_built_budget/
false
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null
LFM 2.5 is insanely good
101
It's the first model at ~1b that I find not just useful, but altright good and comparable to models 3x larger Everytime a ultra small model launches with impressive benchmark numbers , it's always the same thing: infinite loops, breaking in multi turn conversations, doesn't know basic facts like the size of an elephan...
2026-01-15T05:22:51
https://www.reddit.com/r/LocalLLaMA/comments/1qdax6z/lfm_25_is_insanely_good/
guiopen
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qdax6z
false
null
t3_1qdax6z
/r/LocalLLaMA/comments/1qdax6z/lfm_25_is_insanely_good/
false
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self
101
null
Silent UI presence test. Fully offline (airplane mode proof)
0
No audio on purpose, this was a UI/presence test. Airplane mode to prove it’s fully local/offline. Happy to post a deeper architecture breakdown if anyone wants it. Next clip will show full phase states, voice loop & live interaction once I finish polishing.
2026-01-15T04:34:32
https://v.redd.it/se4en9tryfdg1
The-Build
v.redd.it
1970-01-01T00:00:00
0
{}
1qd9yi3
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t3_1qd9yi3
/r/LocalLLaMA/comments/1qd9yi3/silent_ui_presence_test_fully_offline_airplane/
false
false
https://external-preview…d3bdebb70f73b35a
0
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Open-source tamper-evident audit log for AI agent actions (early, looking for feedback)
0
Hey all — I’ve been working on a small open-source tool called **AI Action Ledger** and wanted to share it here to get feedback from people building agentic systems. **What it is:** A lightweight, append-only audit log for AI agent actions (LLM calls, tool use, chain steps) that’s **tamper-evident** via cryptographi...
2026-01-15T03:54:11
https://www.reddit.com/r/LocalLLaMA/comments/1qd94f5/opensource_tamperevident_audit_log_for_ai_agent/
Big-Put8683
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1qd94f5
false
null
t3_1qd94f5
/r/LocalLLaMA/comments/1qd94f5/opensource_tamperevident_audit_log_for_ai_agent/
false
false
self
0
{'enabled': False, 'images': [{'id': 'v7Ta8OGE20vhf8PB2G1Zxhv7gb9VB0uPrZB-ST1T5yg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/v7Ta8OGE20vhf8PB2G1Zxhv7gb9VB0uPrZB-ST1T5yg.png?width=108&crop=smart&auto=webp&s=730a8b38ffc97f02bb39b3e0b04d122cce8b780c', 'width': 108}, {'height': 108, 'url': 'h...
stepfun-ai/Step3-VL-10B · Hugging Face
93
[stepfun-ai/Step3-VL-10B · Hugging Face](https://huggingface.co/stepfun-ai/Step3-VL-10B)
2026-01-15T03:51:48
https://i.redd.it/88t4oaa3rfdg1.png
TKGaming_11
i.redd.it
1970-01-01T00:00:00
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1qd92pm
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t3_1qd92pm
/r/LocalLLaMA/comments/1qd92pm/stepfunaistep3vl10b_hugging_face/
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default
93
{'enabled': True, 'images': [{'id': '88t4oaa3rfdg1', 'resolutions': [{'height': 61, 'url': 'https://preview.redd.it/88t4oaa3rfdg1.png?width=108&crop=smart&auto=webp&s=49ab222faa77216e1d25d4070f1afc94aaa080a9', 'width': 108}, {'height': 123, 'url': 'https://preview.redd.it/88t4oaa3rfdg1.png?width=216&crop=smart&auto=web...
Best AI TTS model?
5
Hello everyone, I was wondering if anyone could help me out with finding out what the best English AI TTS model was? I am in hopes of starting my youtube channel, but can't speak eloquently enough, so I feel like an AI TTS model can help me out with that. Can anyone tell me anything they may know regarding the topic. A...
2026-01-15T03:42:36
https://www.reddit.com/r/LocalLLaMA/comments/1qd8vwn/best_ai_tts_model/
Commercial-Wear4453
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd8vwn
false
null
t3_1qd8vwn
/r/LocalLLaMA/comments/1qd8vwn/best_ai_tts_model/
false
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5
null
Claude Code or OpenCode which one do you use and why?
15
I’m curious what people here are using more for coding: **Claude Code** or **OpenCode**. Which one do you personally prefer, and *why*? Is it better reasoning, speed, pricing, rate limits, editor integration, or something else? Would love to hear real-world experiences and tradeoffs. Thanks!
2026-01-15T03:42:21
https://www.reddit.com/r/LocalLLaMA/comments/1qd8vpj/claude_code_or_opencode_which_one_do_you_use_and/
Empty_Break_8792
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd8vpj
false
null
t3_1qd8vpj
/r/LocalLLaMA/comments/1qd8vpj/claude_code_or_opencode_which_one_do_you_use_and/
false
false
self
15
null
I trained a model to 'unslop' AI prose
198
I ran passages from Project Gutenberg through GPT-4o-mini 10 times over, each time telling it to "make it read far better, adding superior prose, etc.". This lead to classic literary passages being enslopped. I then reversed this pipeline, and trained a model to go from \[slop\] -> \[original\]. The resulting model is ...
2026-01-15T03:12:29
https://www.reddit.com/r/LocalLLaMA/comments/1qd88v2/i_trained_a_model_to_unslop_ai_prose/
N8Karma
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd88v2
false
null
t3_1qd88v2
/r/LocalLLaMA/comments/1qd88v2/i_trained_a_model_to_unslop_ai_prose/
false
false
https://b.thumbs.redditm…fXyYG6Tn3zms.jpg
198
null
Which is relatively more user-friendly, cline or opencode
0
cline vs opencode
2026-01-15T03:09:18
https://www.reddit.com/r/LocalLLaMA/comments/1qd86ex/which_is_relatively_more_userfriendly_cline_or/
Slow_Independent5321
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd86ex
false
null
t3_1qd86ex
/r/LocalLLaMA/comments/1qd86ex/which_is_relatively_more_userfriendly_cline_or/
false
false
self
0
null
cline 和 opencode 哪个相对更好用
1
RT
2026-01-15T03:07:43
https://www.reddit.com/r/LocalLLaMA/comments/1qd856x/cline_和_opencode_哪个相对更好用/
Slow_Independent5321
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd856x
false
null
t3_1qd856x
/r/LocalLLaMA/comments/1qd856x/cline_和_opencode_哪个相对更好用/
false
false
self
1
null
The most immersion-breaking thing in AI chat isn’t hallucination.
1
[removed]
2026-01-15T02:35:11
https://www.reddit.com/r/LocalLLaMA/comments/1qd7ezl/the_most_immersionbreaking_thing_in_ai_chat_isnt/
OkBicycle3812
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd7ezl
false
null
t3_1qd7ezl
/r/LocalLLaMA/comments/1qd7ezl/the_most_immersionbreaking_thing_in_ai_chat_isnt/
false
false
self
1
null
Stop paying OpenAI to re-read your history. Why "Context Stuffing" is bankrupting your Agents (Benchmarks).
0
I audited a workflow last week where an "AI Agency" was pasting a 50-page PDF into GPT-4o's context window for \*every single user query\*. Their API bill was \*\*\~$400/week\*\*. Latency was \*\*12 seconds per loop\*\*. The bot hallucinated anything past token #60k ("Lost in the Middle" phenomenon). If you are...
2026-01-15T02:11:06
https://www.reddit.com/r/LocalLLaMA/comments/1qd6vkn/stop_paying_openai_to_reread_your_history_why/
ConfusionTerrible238
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd6vkn
false
null
t3_1qd6vkn
/r/LocalLLaMA/comments/1qd6vkn/stop_paying_openai_to_reread_your_history_why/
false
false
self
0
null
Zhipu AI breaks US chip reliance with first major model trained on Huawei stack (GLM-Image)
406
2026-01-15T02:01:03
https://www.scmp.com/tech/tech-war/article/3339869/zhipu-ai-breaks-us-chip-reliance-first-major-model-trained-huawei-stack
fallingdowndizzyvr
scmp.com
1970-01-01T00:00:00
0
{}
1qd6nho
false
null
t3_1qd6nho
/r/LocalLLaMA/comments/1qd6nho/zhipu_ai_breaks_us_chip_reliance_with_first_major/
false
false
default
406
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Stop treating LLM context as a linear chat: We need a Context-Editing IDE for serious engineering and professional project development
3
Editing an image is purely cosmetic, but managing context is structural engineering. Currently, we are forced into a linear rigidity that poisons project logic with redundant politeness and conversational noise. For serious engineering and professional project development, I’m not looking for an AI that apologizes for ...
2026-01-15T01:41:25
https://www.reddit.com/r/LocalLLaMA/comments/1qd67i3/stop_treating_llm_context_as_a_linear_chat_we/
Chemical-Skin-3756
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd67i3
false
null
t3_1qd67i3
/r/LocalLLaMA/comments/1qd67i3/stop_treating_llm_context_as_a_linear_chat_we/
false
false
self
3
null
My wishes for 2026
0
I figured there should be *some* representation for this particular demographic
2026-01-15T01:38:41
https://i.redd.it/x222ipj93fdg1.png
ElementNumber6
i.redd.it
1970-01-01T00:00:00
0
{}
1qd659n
false
null
t3_1qd659n
/r/LocalLLaMA/comments/1qd659n/my_wishes_for_2026/
false
false
default
0
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Slow week
0
Feels like it has been a slow week in ai as a life changing ai model hasn't been dropped in 3 days.
2026-01-15T00:55:13
https://www.reddit.com/r/LocalLLaMA/comments/1qd55ly/slow_week/
emperorofrome13
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd55ly
false
null
t3_1qd55ly
/r/LocalLLaMA/comments/1qd55ly/slow_week/
false
false
self
0
null
AgentStudio: A VLA-based Kiosk Automation Agent using Gemini 3 and LangGraph
0
Hi everyone, I’d like to share **AgentStudio**, an open-source project we’ve been working on at Pseudo-Lab. We built an AI agent system specifically designed to bridge the intergenerational knowledge gap by automating complex kiosk UIs. https://preview.redd.it/cmif3co8vedg1.png?width=2816&format=png&auto=webp&s=9cc78...
2026-01-15T00:53:39
https://www.reddit.com/r/LocalLLaMA/comments/1qd54bx/agentstudio_a_vlabased_kiosk_automation_agent/
AIsimons
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd54bx
false
null
t3_1qd54bx
/r/LocalLLaMA/comments/1qd54bx/agentstudio_a_vlabased_kiosk_automation_agent/
false
false
https://b.thumbs.redditm…kj17xq5ocA3Y.jpg
0
null
[Project] 55.8 t/s Hybrid 44GB VRAM Cluster: Shaming the "Incompatible" MI50 with NVIDIA 4070 + llama.cpp RPC
1
[removed]
2026-01-15T00:36:28
https://www.reddit.com/r/LocalLLaMA/comments/1qd4q2u/project_558_ts_hybrid_44gb_vram_cluster_shaming/
xxDoman
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd4q2u
false
null
t3_1qd4q2u
/r/LocalLLaMA/comments/1qd4q2u/project_558_ts_hybrid_44gb_vram_cluster_shaming/
false
false
https://b.thumbs.redditm…mARqO93ioO_Y.jpg
1
null
How Many Real Model Are There?
0
NOTE: I have re-written my original post using llm for better syntax (am not a native english speaker). Let me propose something that might sound conspiratorial, but actually aligns with what we’re observing: The Core Hypothesis: There’s evidence suggesting that many AI providers claiming to run “proprietary models”...
2026-01-15T00:31:22
https://www.reddit.com/r/LocalLLaMA/comments/1qd4luu/how_many_real_model_are_there/
No-Signature8559
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd4luu
false
null
t3_1qd4luu
/r/LocalLLaMA/comments/1qd4luu/how_many_real_model_are_there/
false
false
self
0
null
Built a runtime with native llama.cpp bindings (Run local inference from JavaScript without spinning up a server)
0
I've been working on Elide, a runtime that has llama.cpp baked in at the native layer (Rust bindings via JNI). The idea is pretty simple, run local inference from the language you're writing in without spinning up llama-server or making localhost HTTP calls. Models load from disk (GGUF) or download from HuggingFace an...
2026-01-15T00:21:26
https://www.reddit.com/r/LocalLLaMA/comments/1qd4dfc/built_a_runtime_with_native_llamacpp_bindings_run/
Zealousideal-Read883
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd4dfc
false
null
t3_1qd4dfc
/r/LocalLLaMA/comments/1qd4dfc/built_a_runtime_with_native_llamacpp_bindings_run/
false
false
self
0
null
llama.cpp has incredible performance on Ubuntu, i'd like to know why
46
[**https://www.phoronix.com/review/ubuntu-2604-jan-amd-epyc/4**](https://www.phoronix.com/review/ubuntu-2604-jan-amd-epyc/4)
2026-01-14T23:46:56
https://www.reddit.com/r/LocalLLaMA/comments/1qd3jk9/llamacpp_has_incredible_performance_on_ubuntu_id/
Deep_Traffic_7873
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd3jk9
false
null
t3_1qd3jk9
/r/LocalLLaMA/comments/1qd3jk9/llamacpp_has_incredible_performance_on_ubuntu_id/
false
false
self
46
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any uncensored / unfiltered AI that has a good intelligence?
0
hello I'm looking for good LLMs that have a good intelligence, right now I just tried Venice and apifreellm but I'm looking for more and better solutions, I'm so tired of restrictions that block almost every prompt when I do research
2026-01-14T23:14:53
https://www.reddit.com/r/LocalLLaMA/comments/1qd2qwo/any_uncensored_unfiltered_ai_that_has_a_good/
Icy-Assignment-9344
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd2qwo
false
null
t3_1qd2qwo
/r/LocalLLaMA/comments/1qd2qwo/any_uncensored_unfiltered_ai_that_has_a_good/
false
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self
0
null
New here and looking for help!
2
Background: I left banking nearly 12 months ago after watching AI transform the outside world while we were still building in Excel and sending faxes. Rather than completely poking around in the dark, I decided to actually start properly (at least from a Corporate banking background) so took an AI solutions architectur...
2026-01-14T23:14:11
https://www.reddit.com/r/LocalLLaMA/comments/1qd2q8l/new_here_and_looking_for_help/
SaiXZen
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd2q8l
false
null
t3_1qd2q8l
/r/LocalLLaMA/comments/1qd2q8l/new_here_and_looking_for_help/
false
false
self
2
null
Stop keeping your Agent Skills in local files if you want them to be actually useful
0
The current trend with tools like Claude Code and Cursor is to have everyone define "Agent Skills" locally, usually tucked away in a hidden `.md` file or a local config. It works great for a solo dev, but it’s a complete dead-end for production. If your skills are trapped on your local machine, your LLM can't actually ...
2026-01-14T23:06:45
https://www.reddit.com/r/LocalLLaMA/comments/1qd2jlj/stop_keeping_your_agent_skills_in_local_files_if/
Main-Fisherman-2075
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd2jlj
false
null
t3_1qd2jlj
/r/LocalLLaMA/comments/1qd2jlj/stop_keeping_your_agent_skills_in_local_files_if/
false
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self
0
null
Best local LLM setup for VS Code + Continue on RTX 4060 Ti (16GB) & i9 11900?
2
Hi everyone, I'm getting into local AI and want to turn my PC into a local coding assistant using VS Code and the Continue extension. I'm currently studying Fine-Tuning (FT) and want to leverage my hardware for inference as well. **My Specs:** * **CPU:** Intel Core i9-11900 * **GPU:** RTX 4060 Ti (16GB VRAM) * **RAM...
2026-01-14T22:57:49
https://www.reddit.com/r/LocalLLaMA/comments/1qd2bah/best_local_llm_setup_for_vs_code_continue_on_rtx/
useralguempporai
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd2bah
false
null
t3_1qd2bah
/r/LocalLLaMA/comments/1qd2bah/best_local_llm_setup_for_vs_code_continue_on_rtx/
false
false
self
2
null
Is Liquid LFM truly a hybrid model?
4
Is it possible to have any of the Liquid models reason/think before providing an answer? I'm quite impressed with the quality of the output of the LFM 2 2.6b model, but I wish I could uplevel it with reasoning....
2026-01-14T22:32:35
https://www.reddit.com/r/LocalLLaMA/comments/1qd1oai/is_liquid_lfm_truly_a_hybrid_model/
Clipbeam
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd1oai
false
null
t3_1qd1oai
/r/LocalLLaMA/comments/1qd1oai/is_liquid_lfm_truly_a_hybrid_model/
false
false
self
4
null
Help renting out a server.
1
[removed]
2026-01-14T22:20:10
https://www.reddit.com/r/LocalLLaMA/comments/1qd1cz3/help_renting_out_a_server/
nikzart
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd1cz3
false
null
t3_1qd1cz3
/r/LocalLLaMA/comments/1qd1cz3/help_renting_out_a_server/
false
false
self
1
null
Free tool to parse & chunk your AI conversation exports (ChatGPT, Claude, Grok)
1
[removed]
2026-01-14T22:16:10
https://www.reddit.com/r/LocalLLaMA/comments/1qd19c7/free_tool_to_parse_chunk_your_ai_conversation/
CoDy-28601
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd19c7
false
null
t3_1qd19c7
/r/LocalLLaMA/comments/1qd19c7/free_tool_to_parse_chunk_your_ai_conversation/
false
false
self
1
null
Renting a server. 2x 5090
1
[removed]
2026-01-14T22:09:05
https://www.reddit.com/r/LocalLLaMA/comments/1qd12sm/renting_a_server_2x_5090/
nikzart
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd12sm
false
null
t3_1qd12sm
/r/LocalLLaMA/comments/1qd12sm/renting_a_server_2x_5090/
false
false
self
1
null
Mid Range Local Setup Questions
1
I got the opportunity to build a small local AI “server” in my company. I read here from time to time, but unfortunately I don’t quite understand some things or I don’t quite understand. Anyway: I have a 5090 and two old 3060 that were left, as well as 64 GB of RAM. Can I change the VRAM of the graphics cards regardin...
2026-01-14T21:45:44
https://www.reddit.com/r/LocalLLaMA/comments/1qd0gtv/mid_range_local_setup_questions/
seji64
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qd0gtv
false
null
t3_1qd0gtv
/r/LocalLLaMA/comments/1qd0gtv/mid_range_local_setup_questions/
false
false
self
1
null
Learning exercise: building a small AI product end-to-end with local LLMs (GGUF / node-llama-cpp)
0
I’ve spent some time building a small learning project to better understand what it actually takes to turn a local LLM into something that feels like a "product", without hiding behind frameworks or cloud APIs. The project uses GGUF models via node-llama-cpp and focuses on message analysis (intent, tone, impact, alter...
2026-01-14T21:19:55
https://www.reddit.com/r/LocalLLaMA/comments/1qczsj4/learning_exercise_building_a_small_ai_product/
purellmagents
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qczsj4
false
null
t3_1qczsj4
/r/LocalLLaMA/comments/1qczsj4/learning_exercise_building_a_small_ai_product/
false
false
self
0
null
Now is clearly stated: Bezos's Vision of Rented Cloud PCs Looks Less Far-Fetched
13
2026-01-14T20:47:04
https://it.slashdot.org/story/26/01/14/1655234/bezoss-vision-of-rented-cloud-pcs-looks-less-far-fetched
HumanDrone8721
it.slashdot.org
1970-01-01T00:00:00
0
{}
1qcyxd4
false
null
t3_1qcyxd4
/r/LocalLLaMA/comments/1qcyxd4/now_is_clearly_stated_bezoss_vision_of_rented/
false
false
default
13
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Which models are unambiguously better than oss:120b at math/coding?
10
Are any of the qwen models for example?
2026-01-14T20:38:30
https://www.reddit.com/r/LocalLLaMA/comments/1qcyp9z/which_models_are_unambiguously_better_than/
MrMrsPotts
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1qcyp9z
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t3_1qcyp9z
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false
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self
10
null
Home workstation vs NYC/NJ colo for LLM/VLM + Whisper video-processing pipeline (start 1 GPU, scale to 4–8)
1
I’m building a video sharing app and I’m deciding where to put my GPU compute: **home workstation** vs **colocated GPU server in NYC/NJ**. I want advice from folks running vLLM/Ollama stacks in production-ish setups. **Current dev/prototype machine (also hosting backend right now):** * Ryzen 9 9950X3D (16-core), RTX ...
2026-01-14T20:33:54
https://www.reddit.com/r/LocalLLaMA/comments/1qcykx4/home_workstation_vs_nycnj_colo_for_llmvlm_whisper/
mr__smooth
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcykx4
false
null
t3_1qcykx4
/r/LocalLLaMA/comments/1qcykx4/home_workstation_vs_nycnj_colo_for_llmvlm_whisper/
false
false
https://b.thumbs.redditm…czeF4IZLjFwk.jpg
1
null
I built this computer but I don't know what to do with it now.
2
Build: AMD 3950X Asus Pro WS X570-ACE motherboard 32 gigs of ddr4 Two NVlinked Nvidia 32gb V100s using a Chinese SXM2 to PCIe adapter board Not pictured but I threw a 3090 in the third PCI slot. Two 1000 watt PSUs And a 2TB nvme ssd It's mostly old parts I already had. I just saw those weird SXM to PCIe a...
2026-01-14T20:28:12
https://www.reddit.com/gallery/1qcyfmf
KoalaCloaca
reddit.com
1970-01-01T00:00:00
0
{}
1qcyfmf
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null
t3_1qcyfmf
/r/LocalLLaMA/comments/1qcyfmf/i_built_this_computer_but_i_dont_know_what_to_do/
false
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https://b.thumbs.redditm…6niwkEG7HxBE.jpg
2
null
meituan-longcat/LongCat-Flash-Thinking-2601 · Hugging Face
64
2026-01-14T20:20:00
https://huggingface.co/meituan-longcat/LongCat-Flash-Thinking-2601
TKGaming_11
huggingface.co
1970-01-01T00:00:00
0
{}
1qcy7ug
false
null
t3_1qcy7ug
/r/LocalLLaMA/comments/1qcy7ug/meituanlongcatlongcatflashthinking2601_hugging/
false
false
default
64
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Newbie looking to run a hobby AI locally
0
I have a fairly basic consumer level computer (5600x cpu, 32GB RAM, 500gb availble on it's own nvme ssd, and a RTX 5070 ti) and I want to try running a model locally on my computer focused solely on text generation. I just want to feed all the lore for a D&D setting into it so I can get answers for obscure lore questi...
2026-01-14T20:16:39
https://www.reddit.com/r/LocalLLaMA/comments/1qcy4jh/newbie_looking_to_run_a_hobby_ai_locally/
alternate_persona
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcy4jh
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/r/LocalLLaMA/comments/1qcy4jh/newbie_looking_to_run_a_hobby_ai_locally/
false
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self
0
null
The Ro Philosophyis a philosophical and mathematical framework describing the "source code" of the Universe. RI explains how data is processed "under the hood" of existence. Presenting the 9 Fundamental Laws:I've developed a hypothetical model and would love to hear your critique.
0
2026-01-14T20:15:45
https://www.reddit.com/gallery/1qcy3p9
erikqamalyan0
reddit.com
1970-01-01T00:00:00
0
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1qcy3p9
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null
t3_1qcy3p9
/r/LocalLLaMA/comments/1qcy3p9/the_ro_philosophyis_a_philosophical_and/
false
false
https://b.thumbs.redditm…S66kzaiLCWcc.jpg
0
null
Nura - AI with True Memory ; Private and Yours!!
1
[removed]
2026-01-14T20:06:38
https://www.reddit.com/r/LocalLLaMA/comments/1qcxuqw/nura_ai_with_true_memory_private_and_yours/
Striking-Isopod5866
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcxuqw
false
null
t3_1qcxuqw
/r/LocalLLaMA/comments/1qcxuqw/nura_ai_with_true_memory_private_and_yours/
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self
1
null
I built a DOM-pruning engine to run reliable browser agents on Qwen 2.5 (3B) without having to use Vision
5
Hey everyone, Like many of you, I've been experimenting with browser agents (using `browser-use` and LangChain). The current meta seems to be "Just throw GPT-4o Vision at it." It works, but it drives me crazy for two reasons: 1. **Cost:** Sending screenshots + massive HTML dumps burns tokens like crazy. 2. **Overkil...
2026-01-14T19:57:39
https://www.reddit.com/r/LocalLLaMA/comments/1qcxllu/i_built_a_dompruning_engine_to_run_reliable/
Aggressive_Bed7113
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcxllu
false
null
t3_1qcxllu
/r/LocalLLaMA/comments/1qcxllu/i_built_a_dompruning_engine_to_run_reliable/
false
false
self
5
null
I made 10 frontier LLMs judge each other's code debugging — Claude Opus 4.5 won by 0.01 points over o1, GPT-4o came 9th
0
I'm running daily blind evaluations where 10 models answer the same prompt, then all 10 judge all 10 responses (100 total judgments, excluding self-scores). **CODE-001: Async Python Bug Hunt** * Task: Find race condition, unhandled exception, resource leak * Winner: Claude Opus 4.5 (9.49/10) * o1 was 0.01 points behi...
2026-01-14T19:54:15
https://www.reddit.com/r/LocalLLaMA/comments/1qcxib4/i_made_10_frontier_llms_judge_each_others_code/
Silver_Raspberry_811
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcxib4
false
null
t3_1qcxib4
/r/LocalLLaMA/comments/1qcxib4/i_made_10_frontier_llms_judge_each_others_code/
false
false
https://b.thumbs.redditm…p2gKdLyK19AM.jpg
0
null
Dual GPU mounting suggestions
1
Looking for suggestions. I am mounting a 4070 blower GEO RTX model as a secondary GPU in my PC. PC case is an Antec Flux Pro, my 5070 TI is mounted in slot one, slot two is being blocked by the bottom row of fans (which I can remove) and one of the cables that is plugged into the MOBO (MSI B650 AMD 5 / 1200Watt PSU) ...
2026-01-14T19:45:47
https://www.reddit.com/r/LocalLLaMA/comments/1qcxa7g/dual_gpu_mounting_suggestions/
Impossible-Glass-487
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcxa7g
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null
t3_1qcxa7g
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self
1
null
Please Recommend Local LLM on Android with GPU Acceleration - 8 Elite Gen 5
0
2026-01-14T19:28:42
https://www.reddit.com/gallery/1qcwtcc
DroidLife97
reddit.com
1970-01-01T00:00:00
0
{}
1qcwtcc
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null
t3_1qcwtcc
/r/LocalLLaMA/comments/1qcwtcc/please_recommend_local_llm_on_android_with_gpu/
false
false
https://b.thumbs.redditm…WG3bjjSyoXiM.jpg
0
null
Please Recommend Local LLM on Android with GPU Acceleration - 8 Elite Gen 5
0
2026-01-14T19:28:29
https://www.reddit.com/gallery/1qcwt5j
DroidLife97
reddit.com
1970-01-01T00:00:00
0
{}
1qcwt5j
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null
t3_1qcwt5j
/r/LocalLLaMA/comments/1qcwt5j/please_recommend_local_llm_on_android_with_gpu/
false
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https://b.thumbs.redditm…1M1Fis-B-tdM.jpg
0
null
Help me decide on a vision model
1
Pixtral-12B-2409 vs Ministral-3-14B-Instruct-2512 for computer screenshots (IDE errors, UI dialogs, Confluence pages) — which is better in practice? Users mostly send only screenshots (no long logs), so I care most about OCR/layout + diagram/screenshot understanding, not agentic long-context. If you’ve tried both: whic...
2026-01-14T19:25:34
https://www.reddit.com/r/LocalLLaMA/comments/1qcwqag/help_me_decide_on_a_vision_model/
Some-Manufacturer-21
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcwqag
false
null
t3_1qcwqag
/r/LocalLLaMA/comments/1qcwqag/help_me_decide_on_a_vision_model/
false
false
self
1
null
What is the best open source model for coding?
0
What is the best open source model for coding? What hardware is required for the best model?
2026-01-14T19:01:46
https://www.reddit.com/r/LocalLLaMA/comments/1qcw2nh/what_is_the_best_open_source_model_for_coding/
Excellent_Koala769
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcw2nh
false
null
t3_1qcw2nh
/r/LocalLLaMA/comments/1qcw2nh/what_is_the_best_open_source_model_for_coding/
false
false
self
0
null
Most MCPs don’t survive real use with local models I’m tracking which ones do
0
I’ve been experimenting with MCPs alongside local and hybrid setups (local inference + cloud tools), and honestly a lot of MCPs don’t survive real use. On paper, many look great. In practice: - context usage ramps up fast - behavior differs between cloud models and local ones - some MCPs quietly fail once you move bey...
2026-01-14T18:58:14
https://www.reddit.com/r/LocalLLaMA/comments/1qcvywz/most_mcps_dont_survive_real_use_with_local_models/
Silver-Photo2198
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcvywz
false
null
t3_1qcvywz
/r/LocalLLaMA/comments/1qcvywz/most_mcps_dont_survive_real_use_with_local_models/
false
false
self
0
null
Popularity of DDR3 motherboards is growing rapidly - VideoCardz.com
140
I genuinely hate this timeline. While I'm in the very lucky position to have bought more than enough RAM and storage for my homelab and local LLM needs before prices went up, my favorite past time and hobby of homelabbing feels completely ruined. Three months ago, I was looking forward to ECC DDR5 prices coming down ...
2026-01-14T18:43:26
https://videocardz.com/newz/popularity-of-ddr3-motherboards-is-growing-rapidly
FullstackSensei
videocardz.com
1970-01-01T00:00:00
0
{}
1qcvk9n
false
null
t3_1qcvk9n
/r/LocalLLaMA/comments/1qcvk9n/popularity_of_ddr3_motherboards_is_growing/
false
false
default
140
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What’s the deal with these fake GPU listings on eBay?
93
I’ve been seeing these around for a while. For most AI GPU searches there will be a couple on the first page. It’s always a zero review account that was created same-day selling for a third of the normal price. They’re very clearly scams, but how? eBay buyer protection will always provide a refund if you ask for it bas...
2026-01-14T18:29:25
https://www.reddit.com/gallery/1qcv64u
humandisaster99
reddit.com
1970-01-01T00:00:00
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https://b.thumbs.redditm…kLzUX95wfnoE.jpg
93
null
NeuTTS Nano: 120M Parameter On-Device TTS based on Llama3
191
Hey everyone, The team at Neuphonic is back with a new open-source release: NeuTTS Nano. After NeuTTS Air trended #1 on HuggingFace last October, we received a lot of requests for something even smaller that could fit into tighter VRAM/RAM constraints for robotics and embedded agents. Key Specs: * Model Size: 120M ...
2026-01-14T18:26:19
https://v.redd.it/2nikcyj6ycdg1
TeamNeuphonic
v.redd.it
1970-01-01T00:00:00
0
{}
1qcv304
false
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t3_1qcv304
/r/LocalLLaMA/comments/1qcv304/neutts_nano_120m_parameter_ondevice_tts_based_on/
false
false
https://external-preview…9358a327ec7e5c09
191
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Local tool for visualizing model drift (not another eval)
3
I got tired of guessing what “instability” actually looks like. This is a local-only visualization to explore how systems drift, stabilize, collapse. No cloud, no APIs, no agents. Tweak parameters, dynamics evolve in real time. repo: https://github.com/rjsabouhi/sfd-engine
2026-01-14T18:21:14
https://v.redd.it/1lmntgjcxcdg1
RJSabouhi
v.redd.it
1970-01-01T00:00:00
0
{}
1qcuxwr
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t3_1qcuxwr
/r/LocalLLaMA/comments/1qcuxwr/local_tool_for_visualizing_model_drift_not/
false
false
https://external-preview…206cf78a89b2dc44
3
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Gemma 1b-it finetune worked great for multi-turn chat, but failed for `dialect text → standard text` conversion
1
[removed]
2026-01-14T18:17:25
https://www.reddit.com/r/LocalLLaMA/comments/1qcuu1v/gemma_1bit_finetune_worked_great_for_multiturn/
_hasin
self.LocalLLaMA
1970-01-01T00:00:00
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1qcuu1v
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null
t3_1qcuu1v
/r/LocalLLaMA/comments/1qcuu1v/gemma_1bit_finetune_worked_great_for_multiturn/
false
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self
1
null
Soprano 1.1-80M released: 95% fewer hallucinations and 63% preference rate over Soprano-80M
303
Hello everyone! Today, I am announcing Soprano 1.1! I’ve designed it for massively improved stability and audio quality over the original model.  While many of you were happy with the quality of Soprano, it had a tendency to start, well, *Mongolian throat singing*. Contrary to its name, Soprano is **NOT** supposed to...
2026-01-14T18:16:00
https://v.redd.it/v0c2rda9scdg1
eugenekwek
v.redd.it
1970-01-01T00:00:00
0
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1qcusnt
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t3_1qcusnt
/r/LocalLLaMA/comments/1qcusnt/soprano_1180m_released_95_fewer_hallucinations/
false
false
https://external-preview…0d2df0a274e9a7ca
303
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Curious ablation: GPT-like LM trained with *frozen* 16‑dim *binary* token-ID embeddings (n_embed=16) It still learns end-to-end and generates coherent text, non-trivial text.
7
I ran a small but (IMO) interesting ablation: a GPT-like decoder-only Transformer where **the entire input embedding table is frozen** and replaced with a **16‑dim 0/1 token-ID code**. This is **not** 16-bit quantization—each token gets a fixed binary identifier, and the model learns everything else on top. Despite ha...
2026-01-14T18:14:49
https://www.reddit.com/r/LocalLLaMA/comments/1qcurf9/curious_ablation_gptlike_lm_trained_with_frozen/
AVBochkov
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcurf9
false
null
t3_1qcurf9
/r/LocalLLaMA/comments/1qcurf9/curious_ablation_gptlike_lm_trained_with_frozen/
false
false
https://a.thumbs.redditm…eFd7KYEEFYh8.jpg
7
null
Mis-matched GPU options
3
I built a new computer with a 5090, 5070ti, and 96gb ram. I've been using text Gen webui with Llama.cpp to run GGUFs less than 48gb to keep it on both cards with 16000 context. I've had fairly good luck using models as a language tutor, having the llm quiz me and me checking with Google to make sure the models aren't...
2026-01-14T18:11:29
https://www.reddit.com/r/LocalLLaMA/comments/1qcuo1u/mismatched_gpu_options/
MrCuddles20
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcuo1u
false
null
t3_1qcuo1u
/r/LocalLLaMA/comments/1qcuo1u/mismatched_gpu_options/
false
false
self
3
null
NVIDIA's new 8B model is Orchestrator-8B, a specialized 8-billion-parameter AI designed not to answer everything itself, but to intelligently manage and route complex tasks to different tools (like web search, code execution, other LLMs) for greater efficiency
663
I’ve seen some arguments we’ve reached AGI, it’s just about putting the separate pieces together in the right context. I think having a relatively small model that knows how to connect with other tools and models is exactly the correct route towards very functional systems.
2026-01-14T18:02:19
https://www.reddit.com/r/LocalLLaMA/comments/1qcuerc/nvidias_new_8b_model_is_orchestrator8b_a/
Fear_ltself
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcuerc
false
null
t3_1qcuerc
/r/LocalLLaMA/comments/1qcuerc/nvidias_new_8b_model_is_orchestrator8b_a/
false
false
self
663
null
AI Model Tracker: I was finding it hard to track suitable local models online, so I vibe-coded a simple open source tool using GLM 4.7 and OpenCode. Hope it helps others.
5
2026-01-14T17:40:53
https://github.com/nigelp/ai-model-tracker
mintybadgerme
github.com
1970-01-01T00:00:00
0
{}
1qctt0s
false
null
t3_1qctt0s
/r/LocalLLaMA/comments/1qctt0s/ai_model_tracker_i_was_finding_it_hard_to_track/
false
false
default
5
{'enabled': False, 'images': [{'id': 's9A0bKqIvcM1hMy5X6iV0j00-DwGVDnbszvCF4k_LlE', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/s9A0bKqIvcM1hMy5X6iV0j00-DwGVDnbszvCF4k_LlE.png?width=108&crop=smart&auto=webp&s=85600dd08dee7a2518fd0c0e1365151164587d37', 'width': 108}, {'height': 108, 'url': 'h...
Public coding benchmarks suck, how are you evaluating performance?
7
Lately I feel the need to preface my posts saying this was **entirely written by me with zero help from an LLM**. A lot of people see a long post w/ headers and automatically think it's AI slop (myself included sometimes). This post might be slop, but it's *my* slop. # Background We all know public benchmark scores a...
2026-01-14T17:40:15
https://www.reddit.com/r/LocalLLaMA/comments/1qctseq/public_coding_benchmarks_suck_how_are_you/
AvocadoArray
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qctseq
false
null
t3_1qctseq
/r/LocalLLaMA/comments/1qctseq/public_coding_benchmarks_suck_how_are_you/
false
false
self
7
{'enabled': False, 'images': [{'id': 'YSTyEuikNe3AbrEYu_czUVTQBM6CIOJzeYuFTBIDRpY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/YSTyEuikNe3AbrEYu_czUVTQBM6CIOJzeYuFTBIDRpY.png?width=108&crop=smart&auto=webp&s=fcd120d835bf917cce45f9a0ec562d1a0997b3a7', 'width': 108}, {'height': 108, 'url': 'h...
Local tool for visualizing model drift (not another eval)
2
Built a local-only visualization to explore drift and collapse behavior over time. No cloud, no APIs. Posting a short demo because screenshots don’t capture it. This resonate or if it’s just a me-problem. repo: https://github.com/rjsabouhi/sfd-engine
2026-01-14T17:34:46
https://v.redd.it/eo6bubs1pcdg1
GraciousMule
v.redd.it
1970-01-01T00:00:00
0
{}
1qctmym
false
{'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/eo6bubs1pcdg1/DASHPlaylist.mpd?a=1771004106%2CYTc1NzJkMjFhOTdhM2ZmN2Y0ZDg4YTI3MWQ3NGU3MjM2MjQ2MGFjNTExMDY2OWM1MTMyOTlkNDA3YjFmYmE0MQ%3D%3D&v=1&f=sd', 'duration': 60, 'fallback_url': 'https://v.redd.it/eo6bubs1pcdg1/CMAF_720.mp4?source=fallback', 'ha...
t3_1qctmym
/r/LocalLLaMA/comments/1qctmym/local_tool_for_visualizing_model_drift_not/
false
false
https://external-preview…678b378df67260dd
2
{'enabled': False, 'images': [{'id': 'Y2x6anVxcDFwY2RnMUv6mao-V93I3EI6kooGjAlOcQobFlyP7tsjRRx0yRtX', 'resolutions': [{'height': 50, 'url': 'https://external-preview.redd.it/Y2x6anVxcDFwY2RnMUv6mao-V93I3EI6kooGjAlOcQobFlyP7tsjRRx0yRtX.png?width=108&crop=smart&format=pjpg&auto=webp&s=fb5651c1b6424191a8cfea42ef37bc7f3b97f...
How does my local LLM rig look?
33
In garage/ freezing MN temps are nice! Key Specs: Motherboard: ASUS Pro WS W790E-SAGE SE (workstation platform, multi-GPU + tons of PCIe) CPU: Intel Xeon W9-3495X 56 cores 112 threads, Intel AMX primarily for ktransformers build in mind (moved from an engineering sample to retail) Memory: 512GB DDR5 ECC (8×64GB) 48...
2026-01-14T17:18:09
https://i.redd.it/z1xw8usylcdg1.jpeg
texasdude11
i.redd.it
1970-01-01T00:00:00
0
{}
1qct6h2
false
null
t3_1qct6h2
/r/LocalLLaMA/comments/1qct6h2/how_does_my_local_llm_rig_look/
false
false
default
33
{'enabled': True, 'images': [{'id': 'z1xw8usylcdg1', 'resolutions': [{'height': 60, 'url': 'https://preview.redd.it/z1xw8usylcdg1.jpeg?width=108&crop=smart&auto=webp&s=393103a161e2c8f30f319d75ad7147e5bb6669ca', 'width': 108}, {'height': 121, 'url': 'https://preview.redd.it/z1xw8usylcdg1.jpeg?width=216&crop=smart&auto=w...
VectorDBZ update: Pinecone, pgvector, custom embeddings, search stats
3
👋 Hey everyone, A while ago I shared **VectorDBZ, a desktop GUI for vector databases**, and the feedback from this community was incredibly useful. Thanks again! 🙏 Since then, I’ve added: • **Pinecone** and **pgvector** support • Search statistics for queries • Custom embedding functions directly in the searc...
2026-01-14T17:16:32
https://www.reddit.com/r/LocalLLaMA/comments/1qct4we/vectordbz_update_pinecone_pgvector_custom/
snirjka
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qct4we
false
null
t3_1qct4we
/r/LocalLLaMA/comments/1qct4we/vectordbz_update_pinecone_pgvector_custom/
false
false
self
3
null
Train LoRA over GGUF
7
I've made a proof of concept that we can train LoRA over GGUF rather than bnb 4-bit quantized base model. When using 3-bit rather than 4-bit base model, we can train Qwen-30B-A3B with 16 rather than 24 GB VRAM. For convenience I'm developing it in my repo https://github.com/woct0rdho/transformers-qwen3-moe-fused#lora-...
2026-01-14T17:02:28
https://www.reddit.com/r/LocalLLaMA/comments/1qcsr6h/train_lora_over_gguf/
woct0rdho
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcsr6h
false
null
t3_1qcsr6h
/r/LocalLLaMA/comments/1qcsr6h/train_lora_over_gguf/
false
false
self
7
{'enabled': False, 'images': [{'id': 'GAXpAl76ipTpYBTE71z0iu5Y97p4lbUZA20VVH42wGI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/GAXpAl76ipTpYBTE71z0iu5Y97p4lbUZA20VVH42wGI.png?width=108&crop=smart&auto=webp&s=90f3e5a58921d32dbea887c14453afe330c257f0', 'width': 108}, {'height': 108, 'url': 'h...
We tried to automate product labeling in one prompt. It failed. 27 steps later, we've processed 10,000+ products.
52
We built an AI agent to localize imported food products for a retail client. The task sounds simple: extract product info, translate it contextually (not Google Translate), calculate nutritional values for local formats, check compliance with local regulations. First attempt: one detailed prompt. Let the AI figure out...
2026-01-14T16:58:22
https://www.reddit.com/r/LocalLLaMA/comments/1qcsmww/we_tried_to_automate_product_labeling_in_one/
No-Reindeer-9968
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcsmww
false
null
t3_1qcsmww
/r/LocalLLaMA/comments/1qcsmww/we_tried_to_automate_product_labeling_in_one/
false
false
self
52
null
Is 25k a good price for the GH200
1
How much will you be willing to pay for this beast? QuantaGrid S74G-2U - 480gb ram - 1x 1.92TB e1.s, 8tb m.2
2026-01-14T16:37:59
https://www.reddit.com/r/LocalLLaMA/comments/1qcs2o2/is_25k_a_good_price_for_the_gh200/
slimeh91
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcs2o2
false
null
t3_1qcs2o2
/r/LocalLLaMA/comments/1qcs2o2/is_25k_a_good_price_for_the_gh200/
false
false
self
1
null
code execution agents
1
[removed]
2026-01-14T16:16:22
https://www.reddit.com/r/LocalLLaMA/comments/1qcrhjf/code_execution_agents/
Annual-Item-101
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcrhjf
false
null
t3_1qcrhjf
/r/LocalLLaMA/comments/1qcrhjf/code_execution_agents/
false
false
self
1
null
Kaggle Introduces Community Benchmarks
4
Now you can build, run and share custom AI benchmarks for real-world tasks like reasoning, coding and multimodal workflows - all with reproducible results.  Learn more: [https://www.kaggle.com/benchmarks?type=community](https://www.kaggle.com/benchmarks?type=community) Watch the tutorial: [https://www.youtube.com/wa...
2026-01-14T15:52:54
https://www.reddit.com/r/LocalLLaMA/comments/1qcqu9f/kaggle_introduces_community_benchmarks/
kaggle_official
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcqu9f
false
null
t3_1qcqu9f
/r/LocalLLaMA/comments/1qcqu9f/kaggle_introduces_community_benchmarks/
false
false
self
4
{'enabled': False, 'images': [{'id': 'fzSEZFMnon3Ma5Fp208oYEYKVDCDg7nUjEeqfwfFQL4', 'resolutions': [{'height': 56, 'url': 'https://external-preview.redd.it/fzSEZFMnon3Ma5Fp208oYEYKVDCDg7nUjEeqfwfFQL4.png?width=108&crop=smart&auto=webp&s=0b8af91e489a4db9a71df367e624b09df7588636', 'width': 108}, {'height': 113, 'url': 'h...
Open-Source Claude Cowork is here!
15
Claude recently launched its Cowork feature, but it's currently limited to Max subscribers and lacks API support. One of our talented community developers just changed the game! Using the MiniMax M2.1 SOTA model, he has built an open-source alternative that brings collaborative coding to everyone. Project Highlights:...
2026-01-14T15:51:39
https://github.com/DevAgentForge/Claude-Cowork
srtng
github.com
1970-01-01T00:00:00
0
{}
1qcqt2i
false
null
t3_1qcqt2i
/r/LocalLLaMA/comments/1qcqt2i/opensource_claude_cowork_is_here/
false
false
default
15
null
One wallet, 30+ models: Route between GPT, Grok, DeepSeek, DALL-E from Claude Code
0
Different models are better at different things. I got tired of managing 5 API keys to access them all, so I built a unified router. \*\*The idea:\*\* Give Claude Code a wallet. When it needs a capability, it pays the right model: | Task | Routes to | Why | Cost | |------|-----------|-----|------| | Generate ...
2026-01-14T15:50:18
https://www.reddit.com/r/LocalLLaMA/comments/1qcqrqg/one_wallet_30_models_route_between_gpt_grok/
Klutzy_Car1425
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcqrqg
false
null
t3_1qcqrqg
/r/LocalLLaMA/comments/1qcqrqg/one_wallet_30_models_route_between_gpt_grok/
false
false
self
0
null
vLLM on 2x/4x Tesla v100 32GB
2
Is anybody running latest models with vLLM on Teslas V100? The GPTQ 4bit quants should be somehow supported on V100 (CUDA 7.0) with Triton Attention. In fact some models like Qwen3 30B A3B GPTQ or Seed OSS 36B GPTQ run well on my cards. I noticed though that the compression tools have changed lately and produce mode...
2026-01-14T15:40:23
https://www.reddit.com/r/LocalLLaMA/comments/1qcqicx/vllm_on_2x4x_tesla_v100_32gb/
grayarks
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcqicx
false
null
t3_1qcqicx
/r/LocalLLaMA/comments/1qcqicx/vllm_on_2x4x_tesla_v100_32gb/
false
false
self
2
null
Kaggle now lets you create your own benchmarks
1
[removed]
2026-01-14T15:22:51
https://www.reddit.com/r/LocalLLaMA/comments/1qcq1ni/kaggle_now_lets_you_create_your_own_benchmarks/
CautiousLog3690
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcq1ni
false
null
t3_1qcq1ni
/r/LocalLLaMA/comments/1qcq1ni/kaggle_now_lets_you_create_your_own_benchmarks/
false
false
self
1
null
Kaggle now lets you create your own benchmarks
1
[removed]
2026-01-14T15:21:18
https://www.reddit.com/r/LocalLLaMA/comments/1qcq072/kaggle_now_lets_you_create_your_own_benchmarks/
CautiousLog3690
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcq072
false
null
t3_1qcq072
/r/LocalLLaMA/comments/1qcq072/kaggle_now_lets_you_create_your_own_benchmarks/
false
false
self
1
null
Kaggle now lets you create your own benchmarks!
1
[removed]
2026-01-14T15:17:42
https://www.reddit.com/r/LocalLLaMA/comments/1qcpwsz/kaggle_now_lets_you_create_your_own_benchmarks/
CautiousLog3690
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcpwsz
false
null
t3_1qcpwsz
/r/LocalLLaMA/comments/1qcpwsz/kaggle_now_lets_you_create_your_own_benchmarks/
false
false
self
1
null
I automated 3-way invoice matching in Accounts Payable (process breakdown )
3
Hey everyone, I'm an AI engineer who's been neck deep in document intelligence lately, testing different automation scenarios to see what actually holds up in real workflows vs what just sounds good on paper. Latest experiment: 3-way invoice matching in accounts payable. You know, that soul-crushing process where som...
2026-01-14T15:02:13
https://www.reddit.com/r/LocalLLaMA/comments/1qcpioa/i_automated_3way_invoice_matching_in_accounts/
Helpful_Milk_5618
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcpioa
false
null
t3_1qcpioa
/r/LocalLLaMA/comments/1qcpioa/i_automated_3way_invoice_matching_in_accounts/
false
false
self
3
null
Where to discuss local training of small language models?
1
[removed]
2026-01-14T14:51:32
https://www.reddit.com/r/LocalLLaMA/comments/1qcp8mf/where_to_discuss_local_training_of_small_language/
JoeStrout
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcp8mf
false
null
t3_1qcp8mf
/r/LocalLLaMA/comments/1qcp8mf/where_to_discuss_local_training_of_small_language/
false
false
self
1
null
Any Firecrawl Users?
1
[removed]
2026-01-14T14:51:12
https://www.reddit.com/r/LocalLLaMA/comments/1qcp8b8/any_firecrawl_users/
Wyguy18
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcp8b8
false
null
t3_1qcp8b8
/r/LocalLLaMA/comments/1qcp8b8/any_firecrawl_users/
false
false
self
1
null
Building a low-cost, business-level local LLM for small businesses — hardware & security advice needed
5
Hi everyone, I’m a complete beginner (zero background) but very interested in building a **low-cost, business-level local LLM** that can run **fully on-premise** for small businesses (no cloud, no data leaving the site). I’d really appreciate advice from people with experience in this area, especially on: **1) Hardw...
2026-01-14T14:34:09
https://www.reddit.com/r/LocalLLaMA/comments/1qcot7e/building_a_lowcost_businesslevel_local_llm_for/
eeprogrammer
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcot7e
false
null
t3_1qcot7e
/r/LocalLLaMA/comments/1qcot7e/building_a_lowcost_businesslevel_local_llm_for/
false
false
self
5
null
Should I train 1 or 2 models? or 2 LoRAs?
1
hey guys! I'm trying to gain some clarity on the best way to train 1(or 2?) models. My use case is this: 1. model intakes documents and extracts relevant parts, based on specific criteria (system prompt) 2. human user approves/fixes and a final report is generated 3. model intakes the report and another set of in...
2026-01-14T14:09:10
https://www.reddit.com/r/LocalLLaMA/comments/1qco7e1/should_i_train_1_or_2_models_or_2_loras/
nunodonato
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qco7e1
false
null
t3_1qco7e1
/r/LocalLLaMA/comments/1qco7e1/should_i_train_1_or_2_models_or_2_loras/
false
false
self
1
null
Need your help figuring out if I got fault gpu
1
I got 5060ti and 4060. All the errors / problem happens when using 5060ti even if I'm using only the 5060ti (disabling the 4060 or using set cuda\_visible\_devices=1, 1 is my 5060ti). I tried different drivers / cuda, compiling it from source, flags, different models different flags. I have no issues when gaming, or...
2026-01-14T13:37:35
https://www.reddit.com/r/LocalLLaMA/comments/1qcngyl/need_your_help_figuring_out_if_i_got_fault_gpu/
ResponsibleTruck4717
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcngyl
false
null
t3_1qcngyl
/r/LocalLLaMA/comments/1qcngyl/need_your_help_figuring_out_if_i_got_fault_gpu/
false
false
self
1
null
Found a cool AI tool that lets you "try on" any dress virtually
1
[removed]
2026-01-14T13:24:37
https://i.redd.it/qgs54j49gbdg1.jpeg
horizon_echo
i.redd.it
1970-01-01T00:00:00
0
{}
1qcn69m
false
null
t3_1qcn69m
/r/LocalLLaMA/comments/1qcn69m/found_a_cool_ai_tool_that_lets_you_try_on_any/
false
false
default
1
{'enabled': True, 'images': [{'id': 'qgs54j49gbdg1', 'resolutions': [{'height': 50, 'url': 'https://preview.redd.it/qgs54j49gbdg1.jpeg?width=108&crop=smart&auto=webp&s=8174e09557d28c3d75c6f5cfb04e12e7b436ce92', 'width': 108}, {'height': 101, 'url': 'https://preview.redd.it/qgs54j49gbdg1.jpeg?width=216&crop=smart&auto=w...
Intel's AI Playground version 3.0 alpha released
6
2026-01-14T13:22:44
https://github.com/intel/AI-Playground/releases
reps_up
github.com
1970-01-01T00:00:00
0
{}
1qcn4s5
false
null
t3_1qcn4s5
/r/LocalLLaMA/comments/1qcn4s5/intels_ai_playground_version_30_alpha_released/
false
false
default
6
{'enabled': False, 'images': [{'id': '67mSzjto7y36iFjSqWIlYth52jM5FJhdSYXhGrks3Ak', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/67mSzjto7y36iFjSqWIlYth52jM5FJhdSYXhGrks3Ak.png?width=108&crop=smart&auto=webp&s=5fccb965186583b181b4fd73328cb9ad45266f79', 'width': 108}, {'height': 108, 'url': 'h...
De-duplication / Image to OCR LLM
3
Hey everyone, I’m starting to theory craft a work project currently. We’ve got several million attachments from a third party system and we are wanting to 1. Demonstrate the risk of this data sitting opens the company up to considerable risk 2. That pruning or turning some of these systems off is a wise move. I’d ...
2026-01-14T13:19:57
https://www.reddit.com/r/LocalLLaMA/comments/1qcn2i6/deduplication_image_to_ocr_llm/
Direct_Bodybuilder63
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcn2i6
false
null
t3_1qcn2i6
/r/LocalLLaMA/comments/1qcn2i6/deduplication_image_to_ocr_llm/
false
false
self
3
null
GPT-OSS -> MLA conversion breakthrough (20B), still looking for compute + collaborators
5
[GPT-OSS -\> MLA conversion breakthrough](https://preview.redd.it/3urzbjw2abdg1.png?width=1600&format=png&auto=webp&s=7dfb389e0a6bff274c6654b81f88b30a3b125954) Quick update to my earlier post: [https://www.reddit.com/r/LocalLLaMA/comments/1qaqqqn/is\_anyone\_offering\_compute\_to\_finetune\_a\_unique/](https://www...
2026-01-14T12:49:10
https://www.reddit.com/r/LocalLLaMA/comments/1qcmf4s/gptoss_mla_conversion_breakthrough_20b_still/
Ok_Difference_4483
self.LocalLLaMA
1970-01-01T00:00:00
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https://b.thumbs.redditm…gUNLJKMibzQU.jpg
5
null
I need a feedback about an open-source CLI that scan AI models (Pickle, PyTorch, GGUF) for malware, verify HF hashes, and check licenses
0
Hi everyone, I've created a new CLI tool to secure AI pipelines. It scans models (Pickle, PyTorch, GGUF) for malware using stack emulation, verifies file integrity against the Hugging Face registry, and detects restrictive licenses (like CC-BY-NC). It also integrates with Sigstore for container signing. GitHub: [http...
2026-01-14T12:41:13
https://www.reddit.com/r/LocalLLaMA/comments/1qcm9e1/i_need_a_feedback_about_an_opensource_cli_that/
arsbrazh12
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcm9e1
false
null
t3_1qcm9e1
/r/LocalLLaMA/comments/1qcm9e1/i_need_a_feedback_about_an_opensource_cli_that/
false
false
self
0
{'enabled': False, 'images': [{'id': 'ij86rY-selm3axNtkT8fMd81bAytULnEfLFMIBY0A0E', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/ij86rY-selm3axNtkT8fMd81bAytULnEfLFMIBY0A0E.png?width=108&crop=smart&auto=webp&s=978a21ce42867a657e140dd20038120ad561fb09', 'width': 108}, {'height': 108, 'url': 'h...
"Agent Skills" - The spec unified us. The paths divided us.
21
Skills are standardized now. But..... .github/skills/ .claude/skills/ .codex/skills/ .copilot/skills/ Write once, store… wherever your agent feels like. Wish we just also agreed on standardized discovery path for skills (like agents.md). So Agents Skills are truly interoperable when I am jumping between age...
2026-01-14T12:39:50
https://i.redd.it/fe2fdwzb8bdg1.jpeg
phoneixAdi
i.redd.it
1970-01-01T00:00:00
0
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1qcm8ds
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null
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/r/LocalLLaMA/comments/1qcm8ds/agent_skills_the_spec_unified_us_the_paths/
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default
21
{'enabled': True, 'images': [{'id': 'fe2fdwzb8bdg1', 'resolutions': [{'height': 108, 'url': 'https://preview.redd.it/fe2fdwzb8bdg1.jpeg?width=108&crop=smart&auto=webp&s=b0af32eff2b3ffae3e93a81a020704192280d2c0', 'width': 108}, {'height': 216, 'url': 'https://preview.redd.it/fe2fdwzb8bdg1.jpeg?width=216&crop=smart&auto=...
Sanity check : 3090 build
3
Hi everyone, I need a final sanity check before I pull the trigger on a used local workstation for **£1,270 (about 1700$)**. **My Goal:** Working on different projects that would need (Unreal Engine 5 Metahumans + Local LLM + TTS + RVC), also doing machine learning and llm work. **The Dilemma:** I'm debating between...
2026-01-14T12:35:56
https://www.reddit.com/r/LocalLLaMA/comments/1qcm5ld/sanity_check_3090_build/
Individual-School-07
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcm5ld
false
null
t3_1qcm5ld
/r/LocalLLaMA/comments/1qcm5ld/sanity_check_3090_build/
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self
3
null
🚀 Announcing EROS — The Autonomous State-Derived Reward System (Released Under SBAAL v1.1)
1
[removed]
2026-01-14T12:24:36
https://www.reddit.com/r/LocalLLaMA/comments/1qclxu9/announcing_eros_the_autonomous_statederived/
ShadovvBeast
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qclxu9
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null
t3_1qclxu9
/r/LocalLLaMA/comments/1qclxu9/announcing_eros_the_autonomous_statederived/
false
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self
1
null
Engram—The New Cornerstone of the AI Industrial Revolution? Putting the Best Steel on the Edge Through Structural Decoupling
0
Our studying on the latest #deepseek paper. The history of technological leapfrogging is rarely about raw power; it is about the elegant **decoupling** of conflicting processes to achieve **structural efficiency**. Just as James Watt catalyzed the first Industrial Revolution not by inventing the steam engine, but by pe...
2026-01-14T12:23:31
https://www.reddit.com/r/LocalLLaMA/comments/1qclx2f/engramthe_new_cornerstone_of_the_ai_industrial/
Straight-Gazelle-597
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qclx2f
false
null
t3_1qclx2f
/r/LocalLLaMA/comments/1qclx2f/engramthe_new_cornerstone_of_the_ai_industrial/
false
false
self
0
null
Why Doesn't a "Personal Clone" AI App Exist Yet?
0
So I've been thinking about this for a while and I'm genuinely confused why no one's building this yet. Here's the idea: **What if there was an app that literally learned how to be you?** You give it access to your Slack, WhatsApp, email, and—here's the magic part—your Notion or personal wiki where you've dumped all ...
2026-01-14T12:22:55
https://www.reddit.com/r/LocalLLaMA/comments/1qclwn6/why_doesnt_a_personal_clone_ai_app_exist_yet/
Outside_Database5042
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qclwn6
false
null
t3_1qclwn6
/r/LocalLLaMA/comments/1qclwn6/why_doesnt_a_personal_clone_ai_app_exist_yet/
false
false
self
0
null
Is there good OCR/VLM for detecting shaby text like this and parsing it to a table
6
2026-01-14T12:06:24
https://i.redd.it/eqt8laxg2bdg1.png
Proper_Door_4124
i.redd.it
1970-01-01T00:00:00
0
{}
1qcll33
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null
t3_1qcll33
/r/LocalLLaMA/comments/1qcll33/is_there_good_ocrvlm_for_detecting_shaby_text/
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default
6
{'enabled': True, 'images': [{'id': 'eqt8laxg2bdg1', 'resolutions': [{'height': 140, 'url': 'https://preview.redd.it/eqt8laxg2bdg1.png?width=108&crop=smart&auto=webp&s=f61a8b04454df4ee76b47a42f9cc693c1a7f7b28', 'width': 108}, {'height': 280, 'url': 'https://preview.redd.it/eqt8laxg2bdg1.png?width=216&crop=smart&auto=we...
essai ou aide input très bonne opti LLM
0
salut , j'ai fait un framework a la base pour mathématique/philo , il se trouve que de maniere inattendu j'ai de très bonne optimisation LLM .En faite je touche directement un changement de paradigme . j'ai fait plusieur bench j'ai une très bonne économie de token que je peut moduler a souhaits , mais surtout un sco...
2026-01-14T11:48:04
https://www.reddit.com/r/LocalLLaMA/comments/1qcl8wc/essai_ou_aide_input_très_bonne_opti_llm/
OthoXIII
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcl8wc
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null
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/r/LocalLLaMA/comments/1qcl8wc/essai_ou_aide_input_très_bonne_opti_llm/
false
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self
0
null
Which are the top LLMs under 8B right now?
173
I m looking to pick a local LLM and not sure what to go with anymore. There are a lot of “best” <8B models and every post says something different, even for the same model. What are people using for normal chat, research, or some coding, not super censored and runs well without a ton of VRAM. It doesn t have to be just...
2026-01-14T11:42:15
https://www.reddit.com/r/LocalLLaMA/comments/1qcl543/which_are_the_top_llms_under_8b_right_now/
Additional_Secret_75
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcl543
false
null
t3_1qcl543
/r/LocalLLaMA/comments/1qcl543/which_are_the_top_llms_under_8b_right_now/
false
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self
173
null
Need Help for Lora training
1
Hi, I am new to AI and wanted to train a Lora for enhanced story writing capabilities. I asked gpt, grok and gemini and was told that this plan was good, but I want qualified opinion for this. I want to create a dataset like this - - 1000 scenes, each between 800-1200 words, handpicked for quality - first feed this t...
2026-01-14T11:33:09
https://www.reddit.com/r/LocalLLaMA/comments/1qckzd7/need_help_for_lora_training/
Used_Chipmunk1512
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qckzd7
false
null
t3_1qckzd7
/r/LocalLLaMA/comments/1qckzd7/need_help_for_lora_training/
false
false
self
1
null
Ollama running on my MacBook Pro Mid-2015 15 inches
1
https://preview.redd.it/…look at the RAM.
2026-01-14T11:17:18
https://www.reddit.com/r/LocalLLaMA/comments/1qckpii/ollama_running_on_my_macbook_pro_mid2015_15_inches/
[deleted]
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qckpii
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null
t3_1qckpii
/r/LocalLLaMA/comments/1qckpii/ollama_running_on_my_macbook_pro_mid2015_15_inches/
false
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https://b.thumbs.redditm…jIsBZWESJiiw.jpg
1
null
ZLUDA on llama.cpp -NEWS
72
[https://www.phoronix.com/news/ZLUDA-Q4-2025-Report](https://www.phoronix.com/news/ZLUDA-Q4-2025-Report)
2026-01-14T11:08:04
https://www.reddit.com/r/LocalLLaMA/comments/1qckjsq/zluda_on_llamacpp_news/
mossy_troll_84
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qckjsq
false
null
t3_1qckjsq
/r/LocalLLaMA/comments/1qckjsq/zluda_on_llamacpp_news/
false
false
self
72
{'enabled': False, 'images': [{'id': 'n4UA7Zafi6ODDOFfyKWl82QAvAtFPBqYat7CqrlSYbg', 'resolutions': [{'height': 63, 'url': 'https://external-preview.redd.it/n4UA7Zafi6ODDOFfyKWl82QAvAtFPBqYat7CqrlSYbg.jpeg?width=108&crop=smart&auto=webp&s=5281eefe1179449d4f02965608a1d5e54d6d1582', 'width': 108}, {'height': 127, 'url': '...
Looking for testers: A VS Code/Cursor extension that let's you review ai generated changes with a tour of the changes directly in your editor. (Early Alpha).
2
**The concept:** It connects to your LLM (local or API) to read your staged `git diff` and automatically generates a "CodeTour" (walkthrough) of the changes. It's designed for people who use AI coding tools (Cursor/Copilot) and find it hard to review massive changes just by reading text diffs. **Current State:** It's ...
2026-01-14T11:07:44
https://www.reddit.com/r/LocalLLaMA/comments/1qckjmn/looking_for_testers_a_vs_codecursor_extension/
OrganizationSalty413
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qckjmn
false
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/r/LocalLLaMA/comments/1qckjmn/looking_for_testers_a_vs_codecursor_extension/
false
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self
2
null
Renting "inconvenient" H200 (141 GB), A100 GPUs worth it?
31
Hey everyone, I’m a junior research intern at an AI lab. We currently hold a lease on a cluster containing H200s, H100s, and A100s (plus some consumer cards, such as 4090s/5090s, which we have racked ourselves). While we hit the cluster hard during major training runs, we have periods—sometimes weeks long—where the h...
2026-01-14T10:30:44
https://www.reddit.com/r/LocalLLaMA/comments/1qcjxex/renting_inconvenient_h200_141_gb_a100_gpus_worth/
Select_Jellyfish9325
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcjxex
false
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/r/LocalLLaMA/comments/1qcjxex/renting_inconvenient_h200_141_gb_a100_gpus_worth/
false
false
self
31
null
Would you watch a channel that builds real AI systems from scratch (local LLMs, CPU/GPU, pipelines)?
63
I’m considering starting a YouTube channel focused on building production-grade AI systems. Before I invest serious time into this, I want to know if this is something people would actually watch. I’m a developer working on AI pipelines and multi-model systems, and I feel there’s a gap between “AI hype videos” and rea...
2026-01-14T10:30:35
https://www.reddit.com/r/LocalLLaMA/comments/1qcjxb4/would_you_watch_a_channel_that_builds_real_ai/
Few_Tax650
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1qcjxb4
false
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/r/LocalLLaMA/comments/1qcjxb4/would_you_watch_a_channel_that_builds_real_ai/
false
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self
63
null
Free pair of On shoes by jailbreaking their system
0
I bought a pair of On shoes once, and then I managed to get a new pair for free by tricking the On's [Warranty Claim form](https://www.on.com/en-us/warranty-claims). I used Gemini Pro 3 to edit my On shoes (add holes) and then I used the abliterated Qwen (https://ollama.com/huihui\_ai/qwen3-abliterated via Ollama) to g...
2026-01-14T10:20:55
https://www.reddit.com/gallery/1qcjrq4
Adventurous_Pin7559
reddit.com
1970-01-01T00:00:00
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https://a.thumbs.redditm…84Ma0xzWelx4.jpg
0
null