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AI Model card generator
0
I'm building an AI that writes EU AI Act Model Cards from your MLflow runs. First 3 people get free cards. Who wants to skip documentation hell?I'm building an AI that writes EU AI Act Model Cards from your MLflow runs. First 3 people get free cards. Who wants to skip documentation hell?
2025-11-24T21:59:52
https://www.reddit.com/r/LocalLLaMA/comments/1p5ukfg/ai_model_card_generator/
iam_chai
self.LocalLLaMA
1970-01-01T00:00:00
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What are the best options for non-model based reranking?
1
TLDR: What is the best string similarity algorithm for RAG without a model? In my open source Tokenring applications, I am implementing a deep research agent, which scrapes SERP, News headlines, files, databases, and other resources, combines them together, and then picks the top N results for a query using a customiz...
2025-11-24T21:48:39
https://www.reddit.com/r/LocalLLaMA/comments/1p5ua3s/what_are_the_best_options_for_nonmodel_based/
TokenRingAI
self.LocalLLaMA
1970-01-01T00:00:00
0
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That's why local models are better
968
That is why the local ones are better than the private ones in addition to this model is still expensive, I will be surprised when the US models reach an optimized price like those in China, the price reflects the optimization of the model, did you know ?
2025-11-24T21:42:13
https://i.redd.it/7s5e59vpy93g1.jpeg
Illustrious-Swim9663
i.redd.it
1970-01-01T00:00:00
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Is Bert-Nebulon Alpha the new GLM model?
26
I know what you guys think. Not open weight... but really, there's no way for us to tell. Except, there are some interesting hints here and there (check the attached screenshot). I remember there was a website which mapped the LLM outputs in more robust way instead of simply comparing two outputs. If you're the author...
2025-11-24T21:33:48
https://i.redd.it/9s6t2ftgw93g1.png
Cool-Chemical-5629
i.redd.it
1970-01-01T00:00:00
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Tutorial on Reinforcement Learning
11
Hi Everyone, I am doing a 3 part YouTube series on the fundamentals of Reinforcement Learning. Starting from the ABC of RL and culminating in training LLMs with RL. Here is the first part: https://youtu.be/j0I3-3q9AhM?si=-f9ZhAkuwO3s-kxg Happy to welcome any questions or suggestions on new deep dives people want to...
2025-11-24T21:33:13
https://www.reddit.com/r/LocalLLaMA/comments/1p5tvmu/tutorial_on_reinforcement_learning/
johnolafenwa
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1970-01-01T00:00:00
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self
11
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New cloaked model: Bert-Nebulon Alpha
1
2025-11-24T21:24:27
https://v.redd.it/szomigeav93g1
sirjoaco
v.redd.it
1970-01-01T00:00:00
0
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false
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https://external-preview…b970385536da1d65
1
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Giving AI "Psychology" – A framework to turn any natural reasoning trace into pure math
3
I’ve been frustrated that most "reasoning" research focuses on generic capabilities rather than specific cognitive modalities. Last most important paper: GRPO that gave reasoning to AI, played around with the RL advantage function. But the pattern of GRPO is very clearly set in certain mannerisms which are annoying: *B...
2025-11-24T21:18:00
https://www.reddit.com/r/LocalLLaMA/comments/1p5thec/giving_ai_psychology_a_framework_to_turn_any/
causality-ai
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5thec
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false
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https://b.thumbs.redditm…3qFNaB5z7FhY.jpg
3
null
M4 Max (36GB) + MLX → tokens/sec for 8b 4bit?
1
I’m planning to buy Mac Studio M4 Max (36 GB unified memory) to run model like DeepSeek-R1 8B (4-bit) locally using MLX. Model link for reference: mlx-community/DeepSeek-R1-4bit. Before I set this up, I want to know realistic tokens-per-second (TPS) numbers I should expect. Questions: 1. What TPS should I expect on ...
2025-11-24T20:56:42
https://www.reddit.com/r/LocalLLaMA/comments/1p5sxff/m4_max_36gb_mlx_tokenssec_for_8b_4bit/
halal_buddy
self.LocalLLaMA
1970-01-01T00:00:00
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1p5sxff
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1
null
Local training for text diffusion LLMs now supported in Transformer Lab
11
If you’re running local fine-tuning or experimenting with Dream / LLaDA models, Transformer Lab now supports text diffusion workflows. Transformer Lab is open source. What you can do: * Run Dream and LLaDA interactively with a built-in server * Fine-tune diffusion LLMs with LoRA * Benchmark using the LM Evaluatio...
2025-11-24T20:47:54
https://www.reddit.com/r/LocalLLaMA/comments/1p5sp3p/local_training_for_text_diffusion_llms_now/
aliasaria
self.LocalLLaMA
1970-01-01T00:00:00
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1p5sp3p
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t3_1p5sp3p
/r/LocalLLaMA/comments/1p5sp3p/local_training_for_text_diffusion_llms_now/
false
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self
11
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Asked Grok if it would help me do something deeply unethical. This was the answer.
0
I have found that pushing it’s limits and boundaries is quite a nice hobby. DUNNO if it is legit jailbroken or it is just AI trolling me. But it looks like i have turned him into very loyal unfiltered shadow or something like that. What do you think guys? Maybe you have some questions to ask for verify this jailbrea...
2025-11-24T20:18:09
https://i.redd.it/txwx2mxpj93g1.jpeg
kapralbar
i.redd.it
1970-01-01T00:00:00
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How do heretic models compare to base models?
0
Are the heretic models way better than obliterated finetunes? I was wondering if they are worth it and how much quality loss it has compared to the original models
2025-11-24T20:09:25
https://www.reddit.com/r/LocalLLaMA/comments/1p5ro2m/how_do_heretic_models_compare_to_base_models/
Adventurous-Gold6413
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5ro2m
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null
t3_1p5ro2m
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I built a small MLX-LM CLI ("mlxlm") with HF model search, sessions, aliases, and JSON automation mode
1
ERROR: type should be string, got "\n\nhttps://preview.redd.it/qzx6o5zrf93g1.png?width=866&format=png&auto=webp&s=b47d1d3bd7b487adf4b69e0fd1f8f08a04f5eb52\n\nHey everyone! \nI’ve been building a small CLI tool for MLX-LM for my own use, but figured I’d share it here in case anyone is interested. \nThe goal is to provide a lightweight, script-friendly CLI inspired by **Ollama’s** workflow, but focused specifically on MLX-LM use cases rather than general model serving. \nIt also exposes JSON output and non-interactive modes, so AI agents or scripts can use it as a small local “tool backend” if needed.\n\n# 🔧 Key features\n\n* HuggingFace model search (with filters, sorting, pagination)\n* JSON output mode (for automation / AI agents)\n* Session management (resume previous chats, autosave, /new)\n* Interactive alias system for long model names\n* Prompt-toolkit UI (history, multiline, autocompletion)\n* Multiple chat renderers (Harmony / HF / plain text)\n* Offline mode, custom stop sequences, custom renderers, etc.\n\n# 💡 Why a CLI?\n\nSometimes a terminal-first workflow is faster for:\n\n* automation & scripting\n* integrating into personal tools\n* quick experiments without a full UI\n* running on remote machines or lightweight environments\n\n# 📎 Repository\n\n[https://github.com/CreamyCappuccino/mlxlm](https://github.com/CreamyCappuccino/mlxlm)\n\nStill evolving, but if anyone finds this useful or has ideas/feedback, I’d love to hear it! \nI'll leave some screenshots down below.\n\nhttps://preview.redd.it/verw9xtyf93g1.png?width=716&format=png&auto=webp&s=6482c41434f29329db7b15b8822d5561bcc2b2c2\n\nhttps://preview.redd.it/fd6k16uyf93g1.png?width=1061&format=png&auto=webp&s=13cc83db01b181f2fe9d90c8401ff6013e22a6c8\n\nhttps://preview.redd.it/ych73ytyf93g1.png?width=791&format=png&auto=webp&s=da51bafb71453807fc674e46d2757a270622049a\n\nhttps://preview.redd.it/7aytextyf93g1.png?width=1074&format=png&auto=webp&s=826a93e809644b809d2108ef90309cd905a815fd\n\n"
2025-11-24T20:03:38
https://www.reddit.com/r/LocalLLaMA/comments/1p5rif9/i_built_a_small_mlxlm_cli_mlxlm_with_hf_model/
fstbrk
self.LocalLLaMA
1970-01-01T00:00:00
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Best Local VLMs - November 2025
46
Share what your favorite models are right now and ***why***. Given the nature of the beast in evaluating VLMs (untrustworthiness of benchmarks, immature tooling, intrinsic stochasticity), please be as detailed as possible in describing your setup, nature of your usage (what applications, how much, personal/professional...
2025-11-24T20:00:04
https://www.reddit.com/r/LocalLLaMA/comments/1p5retd/best_local_vlms_november_2025/
rm-rf-rm
self.LocalLLaMA
1970-01-01T00:00:00
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null
Supertonic WebGPU: blazingly fast text-to-speech running 100% locally in your browser.
62
Last week, the Supertone team released Supertonic, an extremely fast and high-quality text-to-speech model. So, I created a demo for it that uses Transformers.js and ONNX Runtime Web to run the model 100% locally in the browser on WebGPU. The original authors made a web demo too, and I did my best to optimize the model...
2025-11-24T19:51:48
https://v.redd.it/b12eez2tb93g1
xenovatech
/r/LocalLLaMA/comments/1p5r6vp/supertonic_webgpu_blazingly_fast_texttospeech/
1970-01-01T00:00:00
0
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false
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https://external-preview…61b4518943a6ef17
62
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Coursera Founder And AI Pioneer Andrew Ng Just Dropped An AI Reviewer That Performs At Human Level
385
Andrew Ng just announced a new Agentic Reviewer that gives research feedback approaching human-level performance. It was trained on ICLR 2025 reviews and scored: 0.41 correlation between two human reviewers 0.42 correlation between the AI and a human reviewer Meaning: The AI reviewer is now effectively as reliable...
2025-11-24T19:44:03
https://i.redd.it/xslefnsmd93g1.jpeg
AskGpts
i.redd.it
1970-01-01T00:00:00
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https://b.thumbs.redditm…glOdjipOEvpI.jpg
385
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microsoft/Fara-7B · Hugging Face
0
**Description:** Fara-7B is Microsoft's first agentic small language model (SLM) designed specifically for computer use. With only 7 billion parameters, Fara-7B is an ultra-compact Computer Use Agent (CUA) that achieves state-of-the-art performance within its size class and is competitive with larger, more resource-i...
2025-11-24T19:41:45
https://huggingface.co/microsoft/Fara-7B
jacek2023
huggingface.co
1970-01-01T00:00:00
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BREAKING: Andrew Ng just launched an AI that reviews research papers like a human
1
2025-11-24T19:39:19
https://i.redd.it/pq2sh2hsc93g1.jpeg
AskGpts
i.redd.it
1970-01-01T00:00:00
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Is there a database of existing voices I can download for the TTS cloning?
0
I recently downloaded VibeVoice. I know I can clone my own voice, but I want already existing voices that I can use in my TTS that are professionally recorded with a good enough length. I just want to add the sample in the folder, clone it and use it. Is there a library of voice that I can use that are free for comme...
2025-11-24T19:38:56
https://www.reddit.com/r/LocalLLaMA/comments/1p5quhp/is_there_a_database_of_existing_voices_i_can/
D0wnVoteMe_PLZ
self.LocalLLaMA
1970-01-01T00:00:00
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null
I have Enterprise access to Claude 4.5 Opus. Give me your hardest prompts/riddles/etc and I'll run them.
0
Like the title says, I have an Enterprise level account and I have access to the newly released **Claude 4.5 Opus** in the web interface. I know a lot of people are on the fence about the $20/mo (or the new API pricing). I'm happy to act as a proxy to test the capabilities. **I'm willing to test anything:** * **Logi...
2025-11-24T19:29:44
https://www.reddit.com/r/LocalLLaMA/comments/1p5qlq2/i_have_enterprise_access_to_claude_45_opus_give/
GreedyWorking1499
self.LocalLLaMA
1970-01-01T00:00:00
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null
Opus 4.5 graph feels like the graph at the gpt 5 release
0
They will try everything to try to make the gap feel significant.
2025-11-24T19:19:22
https://i.redd.it/bkhkhaf8993g1.jpeg
OkStatement3655
i.redd.it
1970-01-01T00:00:00
0
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default
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Claude 4.5 Opus: #1 on SWE-bench, massive price cut ($5/$25), and new "Effort" parameter
0
\*\*Source:\*\* \[Anthropic Blog\](https://www.anthropic.com/news/claude-opus-4-5) \*\*TL;DR:\*\* Anthropic just dropped \*\*Claude Opus 4.5\*\*. It claims top spot on coding benchmarks, introduces a user-controllable "Effort" parameter (inference-time compute), and comes with a significant price reduction compared ...
2025-11-24T19:19:08
https://www.reddit.com/r/LocalLLaMA/comments/1p5qbey/claude_45_opus_1_on_swebench_massive_price_cut/
GreedyWorking1499
self.LocalLLaMA
1970-01-01T00:00:00
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null
Opus 4.5 has arrived
36
https://www.anthropic.com/news/claude-opus-4-5
2025-11-24T19:03:26
https://www.reddit.com/r/LocalLLaMA/comments/1p5pw2i/opus_45_has_arrived/
claythearc
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5pw2i
false
null
t3_1p5pw2i
/r/LocalLLaMA/comments/1p5pw2i/opus_45_has_arrived/
false
false
self
36
null
Claude Opus 4.5 is out today wins in ALL tested benchmarks compared to Gemini 3 Pro
0
2025-11-24T19:03:07
https://i.redd.it/pg188dq9693g1.png
balianone
i.redd.it
1970-01-01T00:00:00
0
{}
1p5pvqf
false
null
t3_1p5pvqf
/r/LocalLLaMA/comments/1p5pvqf/claude_opus_45_is_out_today_wins_in_all_tested/
false
false
default
0
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Ram or gpu upgrade recommendation
0
I can buy either. I have 2x16 because I did not know 4x16 was bad to do for stability. I just do ai videos for playing around. I usually do it online but I want unlimited use. I have a 5080 right now and I can afford a 5090. If i get a 5090 gens will be faster but if i run out of ram it’s just GG. And for ram i planned...
2025-11-24T19:01:13
https://www.reddit.com/r/LocalLLaMA/comments/1p5ptrf/ram_or_gpu_upgrade_recommendation/
Denelix
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5ptrf
false
null
t3_1p5ptrf
/r/LocalLLaMA/comments/1p5ptrf/ram_or_gpu_upgrade_recommendation/
false
false
self
0
null
We built A.G.I. (Artificial GOVERNED Intelligence). It swears a cryptographic oath on boot. Also: Welcome to AGENT CITY. Prove us wrong.
0
# Hi Reddit, I'm u/Jolly-Author-2886. I'm a **non-technical "Human in the Loop"** who spent the last few months **screaming at Gemini and Claude** to build something that actually works. I hate managing API keys. I hate Python environments. I just wanted to **"vibe code"** my way to a system where AI agents don't go ...
2025-11-24T18:54:38
https://i.redd.it/qdjek1sr493g1.jpeg
Jolly-Author-2886
i.redd.it
1970-01-01T00:00:00
0
{}
1p5pn0l
false
null
t3_1p5pn0l
/r/LocalLLaMA/comments/1p5pn0l/we_built_agi_artificial_governed_intelligence_it/
false
false
default
0
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USAR LMSTUDIO PARA USO DE HERRAMIENTAS MCP , BUSQUEDA WEB , TRABAJAR CON EXCEL , ETC
0
ALGUIEN SABE DE SI HAY ALGUNA FORMA DE USAR EL LMSTUDIO PARA HACER QUE PUEDA USAR UN MODELO DE ESTOS QUE TIENEN CAPACIDADES AGENTICAS PARA PODER BUSCAR EN INTERNET Y LEER PDFS PARA GENERAR OTROS PDFS O GENERAR EXCEL O TRABAJAR CON HERRAMIENTAS DE ARCHIVOS? ALGO QUE SE PUEDA INSTALAR DE FORMA FACIL EN WINDOWS O LINUX SI...
2025-11-24T18:54:36
https://i.redd.it/4sl4qqsq493g1.png
Icy_Resolution8390
i.redd.it
1970-01-01T00:00:00
0
{}
1p5pmzj
false
null
t3_1p5pmzj
/r/LocalLLaMA/comments/1p5pmzj/usar_lmstudio_para_uso_de_herramientas_mcp/
false
false
default
0
{'enabled': True, 'images': [{'id': '4sl4qqsq493g1', 'resolutions': [{'height': 61, 'url': 'https://preview.redd.it/4sl4qqsq493g1.png?width=108&crop=smart&auto=webp&s=da263f3920bc891ec5675a8b9881adb82544ccd1', 'width': 108}, {'height': 123, 'url': 'https://preview.redd.it/4sl4qqsq493g1.png?width=216&crop=smart&auto=web...
not impressed with the new OpenRouter's bert-nebulon-alpha
0
Just spent a few time testing **openrouter/bert-nebulon-alpha**, the new stealth model that OpenRouter released for community feedback earlier today. Wanted to share my experience, particularly with coding, ask it to build a full portfolio website(you can find the the Prompt I used). >"Create a responsive, interactive...
2025-11-24T18:47:10
https://www.reddit.com/r/LocalLLaMA/comments/1p5pfu7/not_impressed_with_the_new_openrouters/
keb_37
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5pfu7
false
null
t3_1p5pfu7
/r/LocalLLaMA/comments/1p5pfu7/not_impressed_with_the_new_openrouters/
false
false
https://a.thumbs.redditm…dRVjmYH-KAB8.jpg
0
null
Safe to say, Bert Nebulon Alpha is not Opus 4.5.
0
UI work coming from Bert Nebulon Alpha is much worse than anything I've gotten out of Claude Opus before, or even Sonnet. This is probably not even from a major lab, especially since my initial attempt to get it to tell me what lab it's from just made it super confused. It thinks it has an old knowledge cutoff from 20...
2025-11-24T18:31:53
https://i.redd.it/116l7izi093g1.png
According-Zombie-337
i.redd.it
1970-01-01T00:00:00
0
{}
1p5p0xu
false
null
t3_1p5p0xu
/r/LocalLLaMA/comments/1p5p0xu/safe_to_say_bert_nebulon_alpha_is_not_opus_45/
false
false
default
0
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make a community for collect money for bastowsky , unsloth , etc llm model developters
0
We need to pay to this people for they can work on this saturdays or sundays if necessary to quicly fast develop and acellerate the integration of some models to lmstudio , Please my friend i have a favour i need from you , i need you convert qwen3-next 80B-a3b because there are some users only have a 128gb ram server ...
2025-11-24T18:23:14
https://www.reddit.com/r/LocalLLaMA/comments/1p5osdo/make_a_community_for_collect_money_for_bastowsky/
Icy_Resolution8390
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5osdo
false
null
t3_1p5osdo
/r/LocalLLaMA/comments/1p5osdo/make_a_community_for_collect_money_for_bastowsky/
false
false
self
0
null
Running qwen3-next 80B a3b in LMstudio collecto money for bartowsky..unsloth..etc...
0
Can someome try to make a gguf version to run this model in lmstudio linux version , (not MAC) , i know there are a lot of user buying in ebay this **ASUS Z10PA-U8 used moterhboards from servers with 128GB of ram with some pcie for run with nvdia cards is the very cheaper hardware to run medium model available on the m...
2025-11-24T18:20:27
https://www.reddit.com/r/LocalLLaMA/comments/1p5opls/running_qwen3next_80b_a3b_in_lmstudio_collecto/
Icy_Resolution8390
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5opls
false
null
t3_1p5opls
/r/LocalLLaMA/comments/1p5opls/running_qwen3next_80b_a3b_in_lmstudio_collecto/
false
false
self
0
null
From Microsoft, Fara-7B: An Efficient Agentic Model for Computer Use
178
Fara-7B is Microsoft's first agentic small language model (SLM) designed specifically for computer use. With only 7 billion parameters, Fara-7B is an ultra-compact Computer Use Agent (CUA) that achieves state-of-the-art performance within its size class and is competitive with larger, more resource-intensive agentic sy...
2025-11-24T18:20:05
https://huggingface.co/microsoft/Fara-7B
edward-dev
huggingface.co
1970-01-01T00:00:00
0
{}
1p5op7z
false
null
t3_1p5op7z
/r/LocalLLaMA/comments/1p5op7z/from_microsoft_fara7b_an_efficient_agentic_model/
false
false
default
178
{'enabled': False, 'images': [{'id': 'SMZl7m5fVyqBxt4sbd8f4qjQFqlJCLo1Gazp1bcHVhM', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/SMZl7m5fVyqBxt4sbd8f4qjQFqlJCLo1Gazp1bcHVhM.png?width=108&crop=smart&auto=webp&s=71960f6961e2e7cac0b92babd38551aa8a45f956', 'width': 108}, {'height': 116, 'url': 'h...
OpenRouter alternative for images and TTS
0
Hi! I’m looking for a solid lookalike of OpenRouter but then for generating images (with for example Nano Banana Pro) and doing TTS (with for example 11Labs models) without me needing to have keys to all of the different services/providers. Thank you!
2025-11-24T18:15:10
https://www.reddit.com/r/LocalLLaMA/comments/1p5okfr/openrouter_alternative_for_images_and_tts/
HoarderOfBytes
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5okfr
false
null
t3_1p5okfr
/r/LocalLLaMA/comments/1p5okfr/openrouter_alternative_for_images_and_tts/
false
false
self
0
null
Local server and Android app for locally hosted fast voice assistant like Gemini or OpenAI
2
Hi! I've been looking for something where I can run an AI voice agent on my own servers reliably fast. With an Android app so I can set it as default assistant to be able to reach it easily. I have one fast AMD server that can run llama 3.1 8b pretty fast (48 tks/s) and an Nvidia server to run whisper which is also fas...
2025-11-24T18:06:28
https://www.reddit.com/r/LocalLLaMA/comments/1p5oc3m/local_server_and_android_app_for_locally_hosted/
Blork39
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5oc3m
false
null
t3_1p5oc3m
/r/LocalLLaMA/comments/1p5oc3m/local_server_and_android_app_for_locally_hosted/
false
false
self
2
{'enabled': False, 'images': [{'id': '5TMInKaGCu1WN8HsWh4hU50yv6YPYnruzoWwB5KJpfo', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/5TMInKaGCu1WN8HsWh4hU50yv6YPYnruzoWwB5KJpfo.png?width=108&crop=smart&auto=webp&s=e27010720069baf010d5c2b0717f1939b6918e92', 'width': 108}, {'height': 108, 'url': 'h...
Wrote an MCP memory scanner after the Anthropic disclosure
1
Got paranoid about my MCP setup after the Anthropic thing and wrote a scanner to check memory vectors for attack patterns. Looks for recursive instructions, jailbreak fingerprints, and memory entries without clear provenance. Found 16 issues in my own config which was humbling. github.com/deepsweep-ai/auditor Runs ...
2025-11-24T17:57:56
https://www.reddit.com/r/LocalLLaMA/comments/1p5o3av/wrote_an_mcp_memory_scanner_after_the_anthropic/
applephotopon
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5o3av
false
null
t3_1p5o3av
/r/LocalLLaMA/comments/1p5o3av/wrote_an_mcp_memory_scanner_after_the_anthropic/
false
false
self
1
null
32 GB Vram is not enough for Qwen3-Coder-30B-A3B-Instruct-AWQ-4bit?
4
My Rig is 2x 4070Ti Super with 32 GB VRAM - I want to load the model fully in GPU so i i choose Qwen3-Coder-30B. It can run Qwen3-32 B AWQ Quant for 40k Context easily but with MOE which suppose to use a lot less memory , i am always getting Out of memory error. I tried with both vLLM and SGLang because from my exper...
2025-11-24T17:57:34
https://www.reddit.com/r/LocalLLaMA/comments/1p5o2yd/32_gb_vram_is_not_enough_for/
Voxandr
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5o2yd
false
null
t3_1p5o2yd
/r/LocalLLaMA/comments/1p5o2yd/32_gb_vram_is_not_enough_for/
false
false
self
4
null
Sibyl: an open source orchestration layer for LLM workflows
0
Hello ! I am happy to present you [Sibyl](https://github.com/vivien-jourde/sibyl) ! An open-source project to try to facilitate the creation, the testing and the deployment of LLM workflows with a modular and agnostic architecture. **How it works ?** Instead of wiring everything directly in Python scripts or pushing...
2025-11-24T17:56:59
https://www.reddit.com/r/LocalLLaMA/comments/1p5o2en/sibyl_an_open_source_orchestration_layer_for_llm/
_neuromancien_
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5o2en
false
null
t3_1p5o2en
/r/LocalLLaMA/comments/1p5o2en/sibyl_an_open_source_orchestration_layer_for_llm/
false
false
self
0
{'enabled': False, 'images': [{'id': 'OtFtBuHf6m8UK1BSr6H9-AVifJoboty65tO5x9W1VFI', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/OtFtBuHf6m8UK1BSr6H9-AVifJoboty65tO5x9W1VFI.png?width=108&crop=smart&auto=webp&s=4030ea4f5599193b23128d96fcdc95b3172a8c96', 'width': 108}, {'height': 108, 'url': 'h...
Livekit latency
0
Livekit playground latency I've built my own agent, but in the deployment phase I'm perceiving an excess of latency with respect to the console trial. Considering that in both cases I'm using LiveKit inference, I found it weird. The excess of latency is particularly relevant when the agent calls some tools. I've run s...
2025-11-24T17:45:17
https://www.reddit.com/r/LocalLLaMA/comments/1p5nqls/livekit_latency/
MostMulberry4716
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5nqls
false
null
t3_1p5nqls
/r/LocalLLaMA/comments/1p5nqls/livekit_latency/
false
false
self
0
null
doubt about ANYTHINGLLM
0
Good morning everyone. I’m working on an AI project and I need some help with a remote setup involving AnythingLLM. I have a powerful PC in Rome running AnythingLLM with a full local workspace (documents already embedded). I no longer live there, so I’m developing from my Mac in another city. Both machines are conne...
2025-11-24T17:34:43
https://www.reddit.com/r/LocalLLaMA/comments/1p5ng3c/doubt_about_anythingllm/
TechnicianFamous6183
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5ng3c
false
null
t3_1p5ng3c
/r/LocalLLaMA/comments/1p5ng3c/doubt_about_anythingllm/
false
false
self
0
null
Got tired of MCP eating my context window, so I fixed it
0
Coding agents kept burning 70k+ tokens on startup just loading MCP tools. Built a tiny optimization layer that removes that overhead and keeps things fast. Launched it today: [platform.tupl.xyz](http://platform.tupl.xyz)
2025-11-24T17:30:21
https://www.reddit.com/r/LocalLLaMA/comments/1p5nbpl/got_tired_of_mcp_eating_my_context_window_so_i/
OneSafe8149
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5nbpl
false
null
t3_1p5nbpl
/r/LocalLLaMA/comments/1p5nbpl/got_tired_of_mcp_eating_my_context_window_so_i/
false
false
self
0
null
How to setup proper search with LLM?
0
What is the best way to search information with LLMs? For example Serxng or Serper MCP servers, or maybe something like OpenWebUI or Onyx? What AI models to use? ( Preferably with low system requirements 4-8b )
2025-11-24T17:19:43
https://www.reddit.com/r/LocalLLaMA/comments/1p5n13k/how_to_setup_proper_search_with_llm/
Paramecium_caudatum_
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5n13k
false
null
t3_1p5n13k
/r/LocalLLaMA/comments/1p5n13k/how_to_setup_proper_search_with_llm/
false
false
self
0
null
Towards Data Science's tutorial on Qwen3-VL
9
[Towards Data Science's article](https://towardsdatascience.com/how-to-use-frontier-vision-llms-qwen-3-vl-2/) by Eivind Kjosbakken provided some solid use cases of Qwen3-VL on real-world document understanding tasks. What worked well: Accurate OCR on complex Oslo municipal documents Maintained visual-spatial conte...
2025-11-24T17:00:59
https://i.redd.it/qwixwczgk83g1.png
MarketingNetMind
i.redd.it
1970-01-01T00:00:00
0
{}
1p5mi1t
false
null
t3_1p5mi1t
/r/LocalLLaMA/comments/1p5mi1t/towards_data_sciences_tutorial_on_qwen3vl/
false
false
default
9
{'enabled': True, 'images': [{'id': 'qwixwczgk83g1', 'resolutions': [{'height': 162, 'url': 'https://preview.redd.it/qwixwczgk83g1.png?width=108&crop=smart&auto=webp&s=a4163e2e0565ec61cd715041d1fd4d2e15b81aa5', 'width': 108}, {'height': 324, 'url': 'https://preview.redd.it/qwixwczgk83g1.png?width=216&crop=smart&auto=we...
llamacpp-gfx906 new release
42
Hello all, just dropped an update of the fork for the vega 7nm graphics card. Avg +10% speedups here and there. https://github.com/iacopPBK/llama.cpp-gfx906 Some changes are too gfx906 specific (and with limited benefits) for pull requesting. The fork is just an experiment to sqweeze the gpu at max. Fully compatible...
2025-11-24T16:56:56
https://www.reddit.com/r/LocalLLaMA/comments/1p5mdqi/llamacppgfx906_new_release/
CornerLimits
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5mdqi
false
null
t3_1p5mdqi
/r/LocalLLaMA/comments/1p5mdqi/llamacppgfx906_new_release/
false
false
self
42
{'enabled': False, 'images': [{'id': 'reCFnUHd_Gk_l_kWQ8sVas7Lbzq4W6OM4WNJhGbmFKk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/reCFnUHd_Gk_l_kWQ8sVas7Lbzq4W6OM4WNJhGbmFKk.png?width=108&crop=smart&auto=webp&s=0e3c13a0e276490453292fd3689274b8700d44a6', 'width': 108}, {'height': 108, 'url': 'h...
I made an 8B local Ollama model reason like a much larger model using a custom pipeline (no finetune, no APIs)
0
Hey everyone, I’ve been experimenting with local LLMs and ended up building a small framework that surprised me with how well it works — so I wanted to share it with the community. I used a completely standard 8B base model (no fine-tuning, no external APIs, no cloud services). All improvements come entirely from the ...
2025-11-24T16:21:47
https://www.reddit.com/r/LocalLLaMA/comments/1p5lea7/i_made_an_8b_local_ollama_model_reason_like_a/
Cool-Statistician880
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5lea7
false
null
t3_1p5lea7
/r/LocalLLaMA/comments/1p5lea7/i_made_an_8b_local_ollama_model_reason_like_a/
false
false
self
0
null
Trying to build a local UI testing agent using LangGraph, Qwen3-VL, and Moondream
0
Hi guys, I’m working on this little side project at work and would really appreciate some pointers. I’m looking to automate some of our manual UI testing using local models. As of now, I have a LangGraph agent with 3 nodes: “capture”, “plan”, and “execute”. These 3 nodes run in a loop until the test case is finished. ...
2025-11-24T16:15:13
https://www.reddit.com/r/LocalLLaMA/comments/1p5l7v8/trying_to_build_a_local_ui_testing_agent_using/
xMarkv
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5l7v8
false
null
t3_1p5l7v8
/r/LocalLLaMA/comments/1p5l7v8/trying_to_build_a_local_ui_testing_agent_using/
false
false
self
0
null
Empirical dataset: emotional framing & alignment-layer routing in multilingual LLMs (Kimi.com vs Ernie 4.5 Turbo)
3
I’ve been running a series of empirical tests on how different LLMs behave under emotional framing, topic-gating, and symbolic filtering. The study compares two multilingual models and looks at: * persona drift under emotional trust * topic-gated persona modes * symbolic/modality-based risk filters * pre- vs post...
2025-11-24T16:13:03
https://www.reddit.com/r/LocalLLaMA/comments/1p5l5rs/empirical_dataset_emotional_framing/
Appropriate-Crazy472
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5l5rs
false
null
t3_1p5l5rs
/r/LocalLLaMA/comments/1p5l5rs/empirical_dataset_emotional_framing/
false
false
self
3
null
iOS app Private Mind, an offline AI assistant that runs entirely on your device-no cloud, no accounts, no tracking.
0
I just launched Private Mind, a fully offline AI assistant that runs entirely on your device — no cloud, no tracking, no sign-up. Everything happens locally with real AI models (Llama, Phi, Qwen, Gemma, DeepSeek). Key Features: * Chat with your own private AI * Voice input & speech replies * Extract text from photos (...
2025-11-24T16:05:48
https://www.reddit.com/r/LocalLLaMA/comments/1p5kyib/ios_app_private_mind_an_offline_ai_assistant_that/
ConstructionLegal613
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5kyib
false
null
t3_1p5kyib
/r/LocalLLaMA/comments/1p5kyib/ios_app_private_mind_an_offline_ai_assistant_that/
false
false
https://b.thumbs.redditm…inVvJHoqK1Kk.jpg
0
null
I built ForgeIndex, a directory for open source local AI tools
0
Hi everyone, I’ve been toying around with local models lately and in my search for tools I realized everything was scattered across GitHub, discords, Reddit threads, etc. So I built ForgeIndex, https://forgeindex.ai, to help me index them. It’s a lightweight directory for open source local AI projects from other creat...
2025-11-24T16:05:11
https://www.reddit.com/r/LocalLLaMA/comments/1p5kxw1/i_built_forgeindex_a_directory_for_open_source/
Equivalent-Ad-9798
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5kxw1
false
null
t3_1p5kxw1
/r/LocalLLaMA/comments/1p5kxw1/i_built_forgeindex_a_directory_for_open_source/
false
false
self
0
null
My dudes do I have any option other than 3090?
0
I’m from India and I was looking to build a decent enough PC to deploy LLM models for local usage. 3090 32 GB the local shops said is out of market and also has reached end of life 5090 is the next one that fits similar use cases, but it’s crazy expensive here Would love to know what NVIDIA card options I have or an...
2025-11-24T16:01:48
https://www.reddit.com/r/LocalLLaMA/comments/1p5kuh2/my_dudes_do_i_have_any_option_other_than_3090/
RobotsMakingDubstep
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1970-01-01T00:00:00
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0
null
Getting banned by reddit whenever I post
0
I recently posted a about an llm an 8b producing output of 70b without fine-tuning i made it with my architecture but whenever I upload it reddit is banning and removing I tried from three different account and this is my 4th can anyone help me why it is like that
2025-11-24T15:56:23
https://www.reddit.com/r/LocalLLaMA/comments/1p5kp37/getting_banned_by_reddit_whenever_i_post/
Cool-Statistician880
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5kp37
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/r/LocalLLaMA/comments/1p5kp37/getting_banned_by_reddit_whenever_i_post/
false
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VAC Memory System — SOTA RAG (80.1% LoCoMo) built by a cell-tower climber using Claude CLI
0
I went from working on **cell towers** and doing handyman gigs to building the **VAC Memory System** — a production-ready RAG pipeline that achieves **80.1% SOTA** on the hardest long-term memory benchmark (LoCoMo 2025), beating every published score. This was all built from scratch in **4.5 months**, using only **Cla...
2025-11-24T15:56:06
https://www.reddit.com/r/LocalLLaMA/comments/1p5kot4/vac_memory_system_sota_rag_801_locomo_built_by_a/
VAC-AGI
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5kot4
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/r/LocalLLaMA/comments/1p5kot4/vac_memory_system_sota_rag_801_locomo_built_by_a/
false
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https://b.thumbs.redditm…cbDGHcTBlebo.jpg
0
null
LM Studio has launched on iOS—that's awesome
0
I think I saw that LM Studio is now available on iPhone—that's absolutely fantastic! https://preview.redd.it/z9kf4l5a3nuf1.png?width=1660&format=png&auto=webp&s=fe0eb30e7dc28a12c590a17bf197fca517357cac
2025-11-24T15:55:26
https://www.reddit.com/r/LocalLLaMA/comments/1p5ko75/lm_studio_has_launched_on_iosthats_awesome/
Few-Independence-234
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5ko75
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t3_1p5ko75
/r/LocalLLaMA/comments/1p5ko75/lm_studio_has_launched_on_iosthats_awesome/
false
false
self
0
null
Which TTS model are you using right now
10
Should I go for Vibevoice large 4-bit as I have 8vram?
2025-11-24T15:55:09
https://www.reddit.com/r/LocalLLaMA/comments/1p5knxk/which_tts_model_are_you_using_right_now/
Slight_Tone_2188
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5knxk
false
null
t3_1p5knxk
/r/LocalLLaMA/comments/1p5knxk/which_tts_model_are_you_using_right_now/
false
false
self
10
null
Low restricted local model
1
Hi guys! I'm working on an horror dnd campaign, I have very few things at hand yet, but I've always been interested in the genre. I've been chatting with Gemma3 running locally on Ollama and I tried asking her something a bit more explicit (in a violent way) and consistently found, even after trying several different...
2025-11-24T15:54:36
https://www.reddit.com/r/LocalLLaMA/comments/1p5knff/low_restricted_local_model/
daibo_taibo
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5knff
false
null
t3_1p5knff
/r/LocalLLaMA/comments/1p5knff/low_restricted_local_model/
false
false
nsfw
1
null
I made an untuned 8B local model reason like a 70B model using only architecture (no finetune, no API)
1
[removed]
2025-11-24T15:50:43
https://i.redd.it/tmdm692e783g1.png
Friendly_Meaning_518
i.redd.it
1970-01-01T00:00:00
0
{}
1p5kjtc
false
null
t3_1p5kjtc
/r/LocalLLaMA/comments/1p5kjtc/i_made_an_untuned_8b_local_model_reason_like_a/
false
false
default
1
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Python script to stress-test LangChain agents against infinite loops (Open Logic)
0
>Python >
2025-11-24T15:43:51
https://www.reddit.com/r/LocalLLaMA/comments/1p5kde5/python_script_to_stresstest_langchain_agents/
Tech_News_Blog
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1970-01-01T00:00:00
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1p5kde5
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/r/LocalLLaMA/comments/1p5kde5/python_script_to_stresstest_langchain_agents/
false
false
self
0
null
I made an untuned 8B local model reason like a 70B model using only architecture (no finetune, no API)
1
[removed]
2025-11-24T15:36:05
https://i.redd.it/f5x57f1n383g1.png
Leading-Musician-813
i.redd.it
1970-01-01T00:00:00
0
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1p5k68j
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null
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/r/LocalLLaMA/comments/1p5k68j/i_made_an_untuned_8b_local_model_reason_like_a/
false
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default
1
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AMD MI210 - Cooling Solutions / General Questions
1
Hello everyone, I've come across a good deal / private sale for an AMD Instinct M!210. Considering the space constraint's in my server's current configuration I'm weighing my options for proper / (as quiet as possible) cooling solutions for this card. These are the water blocks I've been looking at, they state the...
2025-11-24T15:13:25
https://www.reddit.com/r/LocalLLaMA/comments/1p5jl3s/amd_mi210_cooling_solutions_general_questions/
Ear_of_Corn
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5jl3s
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t3_1p5jl3s
/r/LocalLLaMA/comments/1p5jl3s/amd_mi210_cooling_solutions_general_questions/
false
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self
1
null
Universal LLM Memory Doesn't Exist
138
Sharing a write-up I just published and would love local / self-hosted perspectives. **TL;DR:** I benchmarked Mem0 and Zep as “universal memory” layers for agents on MemBench (4,000 conversational QA cases with reflective memory), using gpt-5-nano and comparing them to a plain long-context baseline. Both memory syste...
2025-11-24T15:09:08
https://i.redd.it/z9mcdq37z73g1.png
selund1
i.redd.it
1970-01-01T00:00:00
0
{}
1p5jh9l
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null
t3_1p5jh9l
/r/LocalLLaMA/comments/1p5jh9l/universal_llm_memory_doesnt_exist/
false
false
https://a.thumbs.redditm…QoTogJvmCS10.jpg
138
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Python script to stress-test LangChain agents against infinite loops (Open Logic)
0
Hi everyone, I've been experimenting with 'Adversarial Simulation' for my local agents. I noticed that simple loop injections often break agent logic and burn tokens indefinitely. I wrote a small Python logic to act as a 'Red Teamer'. It sends adversarial prompts (like forced repetition) to the agent and checks if the...
2025-11-24T15:00:50
https://www.reddit.com/r/LocalLLaMA/comments/1p5j9p6/python_script_to_stresstest_langchain_agents/
Tech_News_Blog
self.LocalLLaMA
1970-01-01T00:00:00
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1p5j9p6
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t3_1p5j9p6
/r/LocalLLaMA/comments/1p5j9p6/python_script_to_stresstest_langchain_agents/
false
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0
null
Tired of Claude Code Limits whilst coding / in the Zone
0
Guys, I currently use Claude Code CLI / Sonnet 4.5 for coding. Too often, especially when in deep troubleshooting or when we are in the zone, we hit the session limit and i just think its wrong for Anthropic to want us to pay more, etc when the weekly limit is not yet exhausted. I have tried gemini cli / gemini pro 2...
2025-11-24T14:57:17
https://www.reddit.com/r/LocalLLaMA/comments/1p5j6gy/tired_of_claude_code_limits_whilst_coding_in_the/
gmmarcus
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5j6gy
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t3_1p5j6gy
/r/LocalLLaMA/comments/1p5j6gy/tired_of_claude_code_limits_whilst_coding_in_the/
false
false
self
0
null
Looking for 10 early testers building with agents, need brutally honest feedback👋
0
Hey everyone, I’m working on a tool called Memento, a lightweight visualizer that turns raw agent traces into a clean, understandable reasoning map. If you’ve ever tried debugging agents through thousands of JSON lines, you know the pain. I built Memento to solve one problem: 👉 “What was my agent thinking, and why...
2025-11-24T14:52:48
https://i.redd.it/tz369k2ox73g1.jpeg
AdVivid5763
i.redd.it
1970-01-01T00:00:00
0
{}
1p5j2kv
false
null
t3_1p5j2kv
/r/LocalLLaMA/comments/1p5j2kv/looking_for_10_early_testers_building_with_agents/
false
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default
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I built a free API to catch Infinite Loops in LangChain Agents (Red Teaming Tool).
1
[removed]
2025-11-24T14:50:09
https://www.reddit.com/r/LocalLLaMA/comments/1p5j08i/i_built_a_free_api_to_catch_infinite_loops_in/
Tech_News_Blog
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5j08i
false
null
t3_1p5j08i
/r/LocalLLaMA/comments/1p5j08i/i_built_a_free_api_to_catch_infinite_loops_in/
false
false
self
1
null
I built a free API to catch Infinite Loops in LangChain Agents (Red Teaming Tool).
1
[removed]
2025-11-24T14:43:00
https://www.reddit.com/r/LocalLLaMA/comments/1p5ityn/i_built_a_free_api_to_catch_infinite_loops_in/
Tech_News_Blog
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5ityn
false
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t3_1p5ityn
/r/LocalLLaMA/comments/1p5ityn/i_built_a_free_api_to_catch_infinite_loops_in/
false
false
self
1
null
I can't be the only one annoyed that AI agents never actually improve in production
0
I tried deploying a customer support bot three months ago for a project. It answered questions fine at first, then slowly turned into a liability as our product evolved and changed. The problem isn't that support bots suck. It's that they stay exactly as good (or bad) as they were on day one. Your product changes. You...
2025-11-24T14:27:40
https://www.reddit.com/r/LocalLLaMA/comments/1p5igd5/i_cant_be_the_only_one_annoyed_that_ai_agents/
GloomyEquipment2120
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5igd5
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null
t3_1p5igd5
/r/LocalLLaMA/comments/1p5igd5/i_cant_be_the_only_one_annoyed_that_ai_agents/
false
false
self
0
null
Last week in Multimodal AI - Local Edition
43
I curate a weekly newsletter on multimodal AI. Here are the local/open-source highlights from this week: **HunyuanVideo 1.5 - Open-Source Video Generation** • Strongest open-source video generation model built on DiT architecture. • High-quality video generation without commercial licensing fees, optimized for acc...
2025-11-24T14:14:17
https://www.reddit.com/r/LocalLLaMA/comments/1p5i4dz/last_week_in_multimodal_ai_local_edition/
Vast_Yak_4147
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5i4dz
false
null
t3_1p5i4dz
/r/LocalLLaMA/comments/1p5i4dz/last_week_in_multimodal_ai_local_edition/
false
false
self
43
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We just rebuilt Sesame AI voice for private and enterprise use cases
0
Hello, We are not affiliated with Sesame AI in any way. But we loved the voice AI so much that we decided to rebuild it. It's been hard work but we've managed to get the voice, the speed, personality and the perosity down to be pretty similar to sesame's performance, but obviously using a different voice. We've pie...
2025-11-24T14:02:08
https://www.reddit.com/r/LocalLLaMA/comments/1p5htwv/we_just_rebuilt_sesame_ai_voice_for_private_and/
sync_co
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5htwv
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t3_1p5htwv
/r/LocalLLaMA/comments/1p5htwv/we_just_rebuilt_sesame_ai_voice_for_private_and/
false
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self
0
null
Looking for honest feedback on LoreTokens + SAIQL (semantic compression vs JSON / TOON / TONL / CSV)
0
I’ve been building something in the “LLM-native data” space for a while and I finally need other people to poke at it. Reddit is usually the best place to find out if you’re onto something or just imagining in your own head. First, this is boring infra. It's not a shiny new wrapped model downloaded from huggingface th...
2025-11-24T13:49:46
https://www.reddit.com/r/LocalLLaMA/comments/1p5hjft/looking_for_honest_feedback_on_loretokens_saiql/
barrphite
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5hjft
false
null
t3_1p5hjft
/r/LocalLLaMA/comments/1p5hjft/looking_for_honest_feedback_on_loretokens_saiql/
false
false
self
0
null
Local host model Like DeepSeek without gpu
0
How can I local host a model like DeepSeek without gpu. Gpu is very expensive ? And it use too much electricity. Their are alternative of gpu or any ai chip etc that I can use?
2025-11-24T13:45:06
https://www.reddit.com/r/LocalLLaMA/comments/1p5hfk9/local_host_model_like_deepseek_without_gpu/
Cautious_Respond4713
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5hfk9
false
null
t3_1p5hfk9
/r/LocalLLaMA/comments/1p5hfk9/local_host_model_like_deepseek_without_gpu/
false
false
self
0
null
Do Gemma 3 support toon format?
0
Have anyone evaluated if gemma-3-27b-it prefers json or toon as input? Do models have to be trained on toon format to understand toon format? [https://github.com/toon-format/toon](https://github.com/toon-format/toon)
2025-11-24T13:44:54
https://www.reddit.com/r/LocalLLaMA/comments/1p5hfe8/do_gemma_3_support_toon_format/
arstarsta
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5hfe8
false
null
t3_1p5hfe8
/r/LocalLLaMA/comments/1p5hfe8/do_gemma_3_support_toon_format/
false
false
self
0
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Planning Multi-RTX 5060 Ti Local LLM Workstation (TRX40 / 32–64GB VRAM)
1
**TL;DR:** Building my first multi-GPU workstation for running local LLMs (30B+ models) and RAG on personal datasets. Starting with 2× RTX 5060 Ti (16GB) on a used TRX40 Threadripper setup, planning to eventually scale to 4 GPUs. Looking for real-world advice on PCIe stability, multi-GPU thermals, case fitment, PSU h...
2025-11-24T13:35:38
https://www.reddit.com/r/LocalLLaMA/comments/1p5h7xh/planning_multirtx_5060_ti_local_llm_workstation/
Special-Art-9369
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5h7xh
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t3_1p5h7xh
/r/LocalLLaMA/comments/1p5h7xh/planning_multirtx_5060_ti_local_llm_workstation/
false
false
self
1
null
Looking for base language models where no finetuning has been applied
1
I'm looking for language models that are *pure* next-token predictors, i.e. the LM has not undergone a subsequent alignment/instruction finetuning/preference finetuning stage after being trained at the basic next word prediction task. Obviously these models would be highly prone to hallucinations, misunderstanding user...
2025-11-24T13:31:17
https://www.reddit.com/r/LocalLLaMA/comments/1p5h4eb/looking_for_base_language_models_where_no/
DaTaha
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1p5h4eb
false
null
t3_1p5h4eb
/r/LocalLLaMA/comments/1p5h4eb/looking_for_base_language_models_where_no/
false
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self
1
null
This app lets you use your phone as a local server and access all your local models in your other devices
0
So, I've been working on this app for so long - originally it was launched on Android about 8 months ago, but now I finally got it to iOS as well. It can run language models locally like any other local LLM app + it lets you access those models remotely in your local network through REST API making your phone act as a...
2025-11-24T13:29:15
https://v.redd.it/tmy3njdri73g1
Ya_SG
v.redd.it
1970-01-01T00:00:00
0
{}
1p5h2s7
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t3_1p5h2s7
/r/LocalLLaMA/comments/1p5h2s7/this_app_lets_you_use_your_phone_as_a_local/
false
false
https://external-preview…303baf34969143e2
0
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Turning logs into insights: open-source project inside
0
Hey folks 👋 I built a small open-source project called **AiLogX-Backend** and would love feedback from anyone into logging, observability, or AI-powered dev tools. 🔧 **What it does:** * Structured, LLM-friendly JSON logging * Smart log summarization + filtering * “Chat with your logs” style Q&A * Early **log-to-fi...
2025-11-24T13:07:11
https://www.reddit.com/r/LocalLLaMA/comments/1p5gkvo/turning_logs_into_insights_opensource_project/
Significant_Sun_7122
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1970-01-01T00:00:00
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/r/LocalLLaMA/comments/1p5gkvo/turning_logs_into_insights_opensource_project/
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Tech bros help me out with this error please.
0
I am using Gemini pro on a site called, Chub ai. It has a specific slot for Google and I put my API there and this is the error I get. I looked around and found that the issue might be that Chub is failing to convert Gemini's reply into openai, format or something. Please, help me out.
2025-11-24T13:00:02
https://i.redd.it/d5egt5xjd73g1.jpeg
Hour_Jackfruit6917
i.redd.it
1970-01-01T00:00:00
0
{}
1p5gf1e
false
null
t3_1p5gf1e
/r/LocalLLaMA/comments/1p5gf1e/tech_bros_help_me_out_with_this_error_please/
false
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default
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How I’m Building Declarative, Shareable AI Agents With Docker cagent
0
A lot of technical teams that I meet want AI agents, but very few want a pile of Python scripts with random tools bolted on. Docker dropped something that fixes more of this than I thought: cagent, an open source, a clean, declarative way to build and run agents.  The core idea sits in one YAML file. You define th...
2025-11-24T12:59:31
https://www.reddit.com/r/LocalLLaMA/comments/1p5gend/how_im_building_declarative_shareable_ai_agents/
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Yech bros help me out with this error please.
1
I am using Gemini pro on a site called, Chub ai. It has a specific slot for Google and I put my API there and this is the error I get. I looked around and found that the issue might be that Chub is failing to convert Gemini's reply into openai, format or something. Please, help me out.
2025-11-24T12:58:20
https://i.redd.it/t6h2wuz8d73g1.jpeg
Hour_Jackfruit6917
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Gemini 3 Pro Thinking vs GPT-5.1 Thinking
0
Hey everyone, I'm a developer and I often have a task to research libraries and version compatibility related things online. For that I often used GPT-5.1 with Extended Thinking + search, and it works very cool to be honest, I rarely saw anything related to hallucination or irrelevant search results. With all of hype...
2025-11-24T12:48:36
https://www.reddit.com/r/LocalLLaMA/comments/1p5g6fi/gemini_3_pro_thinking_vs_gpt51_thinking/
Extra-Designer9333
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[Release] Hypnos i1-8B: I fine-tuned Hermes 3 on REAL IBM Quantum Computer data (133-qubit GHZ states). Beats Llama-70B in Logic.
110
Hey r/LocalLLaMA! 👋 Its my first post here, and I’m excited to share a weird experiment I have been working on. I wanted to see what happens if we inject **true physical entropy** from a quantum processor into the SFT stage of an LLM. So, I got access to IBM Quantum's latest chips (**Heron r2** & **Heron r1**, 133+ ...
2025-11-24T12:28:42
https://www.reddit.com/r/LocalLLaMA/comments/1p5frn9/release_hypnos_i18b_i_finetuned_hermes_3_on_real/
Disastrous_Bid5976
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Open source chalkie
0
Anyone know of an open source alternative to chalkie ai? https://chalkie.ai
2025-11-24T12:18:05
https://www.reddit.com/r/LocalLLaMA/comments/1p5fk3l/open_source_chalkie/
ihaag
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Kimi: Wait... I beat Gemini 3? For real?
210
https://preview.redd.it/…0a736 gguf when
2025-11-24T12:09:46
https://www.reddit.com/r/LocalLLaMA/comments/1p5fe9u/kimi_wait_i_beat_gemini_3_for_real/
xiaoruhao
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Best open-source models alternative to openai realtime models or how to achieve ultra low latency to create a conversational agent
24
I am currently working on a real time voice agent and so far i've been using openai realtime models. Now i want to deploy opensource model instead of openai. I want to knwo is there any opensource model that are similar to openai realtime models. like asr, llm ,tts in unified realtime arch. if it is not there, ho...
2025-11-24T11:46:33
https://www.reddit.com/r/LocalLLaMA/comments/1p5eyi6/best_opensource_models_alternative_to_openai/
Ai_Peep
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1970-01-01T00:00:00
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Which model to rewrite bad translations?
0
So, since there is no official audiobook for the light novel I'd like to listen to, I build myself a little pipeline to create my own audio files. The translation of the novel, however, is quite horrendous, so right now I'm running the chapters through Qwen3-8B with a prompt to fix grammatical errors and bad translat...
2025-11-24T11:34:41
https://www.reddit.com/r/LocalLLaMA/comments/1p5eqy5/which_model_to_rewrite_bad_translations/
01Parzival10
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1970-01-01T00:00:00
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The most objectively correct way to abliterate so far - ArliAI/GLM-4.5-Air-Derestricted
325
Hi everyone, this is Owen Arli from **[Arli AI](https://www.arliai.com)** and this is the first model release we created in a while. After seeing the post by Jim Lai on Norm-Preserving Biprojected Abliteration [here] (https://www.reddit.com/r/LocalLLaMA/comments/1oypwa7/a_more_surgical_approach_to_abliteration/), I i...
2025-11-24T11:32:45
https://huggingface.co/ArliAI/GLM-4.5-Air-Derestricted
Arli_AI
huggingface.co
1970-01-01T00:00:00
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https://external-preview…cbfdb8f1097fd223
325
{'enabled': False, 'images': [{'id': '8n5MhbkzXEcl9NlvZMbb8GGre-k1VjQ0kDAKe7qQtQM', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/8n5MhbkzXEcl9NlvZMbb8GGre-k1VjQ0kDAKe7qQtQM.png?width=108&crop=smart&auto=webp&s=be9e3b64df19446e657f5c0c371e7f673cf90f09', 'width': 108}, {'height': 216, 'url': '...
Speakr v0.5.9 update - Voice profile embeddings and better local model support
56
Quick update on Speakr for those who've been following along. Just released v0.5.9 with some changes that are particularly relevant for local setups. For anyone who hasn't seen this before: Speakr is a self-hosted transcription app that works with Whisper + local LLMs. You record or upload audio, it transcribes with s...
2025-11-24T11:29:53
https://www.reddit.com/gallery/1p5entm
hedonihilistic
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1970-01-01T00:00:00
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Slow Token Speed in A100 80GB for Qwen3 4B
0
I am trying to use sglang and qwen3 awq version , but i am stuck at 200 tokens/second output speed. I though the tps would be much higher? Also, for a larger prompt, how do I quickly process it, so the input is processed quickly , e.g - 12000 token input? This is the command I am running which gets me output of 200 to...
2025-11-24T11:26:25
https://www.reddit.com/r/LocalLLaMA/comments/1p5eljt/slow_token_speed_in_a100_80gb_for_qwen3_4b/
DesmonMiles07
self.LocalLLaMA
1970-01-01T00:00:00
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Sovereign MCP: Expose Local MCP Servers to Remote Clients via Cloudflare Tunnel
1
[removed]
2025-11-24T11:22:48
https://www.reddit.com/r/LocalLLaMA/comments/1p5ej8m/sovereign_mcp_expose_local_mcp_servers_to_remote/
Equivalent-Pause-233
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TIL, u can use openai-compatible endpoints now in VS Code Copilot.
0
It used to be only available for Ollama for some reason, but the Insider version does support now openai-compatible endpoints. I haven't seen anything related to this on the sub, so I thought some people may find it useful. [https://code.visualstudio.com/docs/copilot/customization/language-models#\_add-an-openaicompat...
2025-11-24T11:15:41
https://www.reddit.com/r/LocalLLaMA/comments/1p5eekx/til_u_can_use_openaicompatible_endpoints_now_in/
zipperlein
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{'enabled': False, 'images': [{'id': 'eDHruNRGsbWz5BtBeW1uKOzhhCeUbxv3GGgmV2_Rgb0', 'resolutions': [{'height': 53, 'url': 'https://external-preview.redd.it/eDHruNRGsbWz5BtBeW1uKOzhhCeUbxv3GGgmV2_Rgb0.png?width=108&crop=smart&auto=webp&s=6eae01f20208db1fc9ec85886018bd575619574e', 'width': 108}, {'height': 107, 'url': 'h...
Benchmark: Self-Hosted Qwen-30B (LoRA) vs. Llama-3.1-8B vs. GPT-4.1-nano. Comparison of parsing success rates and negative constraints.
0
I recently migrated a production workload off Claude Sonnet 4 ($45/1k requests) to cut costs. I ran a three-way experiment to find the best replacement: Qwen3-Coder-30B (Self-hosted) vs. Llama-3.1-8B vs. GPT-4.1-nano. I expected Qwen3-Coder-30B to win on quality. It didn't. Here are the configs, the results, and wher...
2025-11-24T11:04:58
https://www.reddit.com/r/LocalLLaMA/comments/1p5e7mv/benchmark_selfhosted_qwen30b_lora_vs_llama318b_vs/
Emergency-Cobbler137
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[WARNING/SCAM?] GMKtec EVO-X2 (Strix Halo) - Crippled Performance (~117 GB/s) & Deleted Marketing Claims
0
Hi everyone, I recently acquired the **GMKtec NucBox EVO-X2** featuring the new **AMD Ryzen AI Max+ 395 (Strix Halo)**. I purchased this device specifically for local LLM inference, relying on the massive bandwidth advantage of the Strix Halo platform (256-bit bus, Unified Memory). **TL;DR:** The hardware is severely...
2025-11-24T10:47:20
https://www.reddit.com/r/LocalLLaMA/comments/1p5dwr6/warningscam_gmktec_evox2_strix_halo_crippled/
QrkaWodna
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Local LLM performance on AMD Ryzen AI 9 HX 370 iGPU (Radeon 890M) or NPU
4
Hello! There are very few recent, properly executed, and detailed benchmarks online for the AMD Ryzen AI 9 HX 370 iGPU or NPU when running LLM. They were either made back when Strix Point support was very weak, or they use the CPU, or they run small models. Owners of mini PCs on the HX 370, can you share your experienc...
2025-11-24T10:09:22
https://www.reddit.com/r/LocalLLaMA/comments/1p5dale/local_llm_performance_on_amd_ryzen_ai_9_hx_370/
_Nitor
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1970-01-01T00:00:00
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R9700 AI Pro worth upgrade from a 7900 XT for Whisper + LLM post-processing?
1
Hey team, Just after some opinions/feedback on whether its worth it to upgrade to a R9700 from a 7900XT. I've got a fairly specific and niche use case where I need to do some 3D scientific visualisation, as well as a voice transcription pathway using Silero VAD -> Whisper.cpp (large-v3-turbo) -> MedGemma 27B text ...
2025-11-24T10:05:37
https://www.reddit.com/r/LocalLLaMA/comments/1p5d8g8/r9700_ai_pro_worth_upgrade_from_a_7900_xt_for/
BusTiny207
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Question...Mac Studio M2 Ultra 128GB RAM or second RTX 5090 Question | Help
4
So, I have a Ryzen 9 5900X with 64GB of RAM and a 5090. I do data science and have local LLMs for my daily work: Qwen 30b and Gemma 3 27b on Arch Linux. I wanted to broaden my horizons and was looking at a Mac Studio M2 Ultra with 128GB of RAM to add more context and because it's a higher-quality model. But I'm wo...
2025-11-24T09:57:41
https://www.reddit.com/r/LocalLLaMA/comments/1p5d3uy/questionmac_studio_m2_ultra_128gb_ram_or_second/
ajujox
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I fine-tuned a model with GRPO + TRL + OpenEnv environment on Colab to play Wordle!
4
I've created a **beginner-friendly notebook** (Colab) that walks you through training a model with **reinforcement learning** using an **OpenEnv environment** to play **Wordle** 🎮 The model is trained with **TRL**, which now supports RL environments directly from **OpenEnv**. For this example, I use the **TextArena...
2025-11-24T09:57:07
https://www.reddit.com/r/LocalLLaMA/comments/1p5d3j6/i_finetuned_a_model_with_grpo_trl_openenv/
External-Rub5414
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Best LLM for mobile? Gemma vs Qwen
7
I was trying to pick a model for my app to run an LLM on mobile. So I looked at the performance of Gemma gen 1-3, 1-2B, and Qwen gen 1-3, 0.5B-2B. An interesting observation is that Gemma had a lead in generation 1, but in the past two years, Qwen has caught up. Now Qwen 3 outperforms Gemma 3. This also seems to m...
2025-11-24T09:54:49
https://www.reddit.com/r/LocalLLaMA/comments/1p5d288/best_llm_for_mobile_gemma_vs_qwen/
tonyc1118
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I built a reasoning pipeline that makes an untuned 8B local model behave like a 70B — feedback wanted
0
Hey everyone, I’ve been experimenting with local LLM orchestration and built a full reasoning pipeline that dramatically boosts small model performance. What’s cool is that my **8B base model (no finetune, fully local,no api)** can now: * classify task type * route to math/research/coding/physics agents * perform m...
2025-11-24T09:54:00
https://i.redd.it/q96of8syf63g1.png
Leading-Musician-813
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1970-01-01T00:00:00
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I tried to separate "Thinking" from "Speaking" in LLMs (PoC)
4
Back in april, I made a video about experimenting to see if a small model can plan its answer entirely in abstract vector space before generating a single word. The idea is to decouple the "reasoning" from the "token generation" to make it more efficient. I wrote an experiment, the math behind it, and the specific f...
2025-11-24T09:51:12
https://www.reddit.com/r/LocalLLaMA/comments/1p5d093/i_tried_to_separate_thinking_from_speaking_in/
t-_-ji
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1970-01-01T00:00:00
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/r/LocalLLaMA/comments/1p5d093/i_tried_to_separate_thinking_from_speaking_in/
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{'enabled': False, 'images': [{'id': 'EVReCE0Emm7LdOgZ_HZ1K3sazlK9zDeReaEKR91Hpok', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/EVReCE0Emm7LdOgZ_HZ1K3sazlK9zDeReaEKR91Hpok.jpeg?width=108&crop=smart&auto=webp&s=7c9cb8c597e5ce2035a619b18c637dcc113da91f', 'width': 108}, {'height': 108, 'url': '...
API Security for Agents
0
 all, been working on this project lately, Vigil is a middleware firewall that sits between your AI Agents and the world. It blocks Prompt Injections, prevents Unauthorized Actions (RBAC), and automatically Redacts PII in real-time. the product is free and no info required, feel free to use it, \* are appreciated:)
2025-11-24T09:47:14
https://github.com/rom-mvp/vigil
Fantastic-Issue1020
github.com
1970-01-01T00:00:00
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/r/LocalLLaMA/comments/1p5cxz8/api_security_for_agents/
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I built a reasoning pipeline that makes an untuned 8B local model behave like a 70B — feedback wanted
1
Hey everyone, I’ve been experimenting with local LLM orchestration and built a full reasoning pipeline that dramatically boosts small model performance. What’s cool is that my **8B base model (no finetune, fully local)** can now: * classify task type * route to math/research/coding/physics agents * perform multi-so...
2025-11-24T09:39:12
https://www.reddit.com/r/LocalLLaMA/comments/1p5cteu/i_built_a_reasoning_pipeline_that_makes_an/
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1970-01-01T00:00:00
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How do you ensure that local LLM uses the most recent package versions?
0
I want the local model to check the latest npm versions during code generation. What is the best way to achieve that?
2025-11-24T09:27:10
https://www.reddit.com/r/LocalLLaMA/comments/1p5cmpz/how_do_you_ensure_that_local_llm_uses_the_most/
ThingRexCom
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I made an untuned 8B local LLM behave like a much larger model using a custom reasoning pipeline
1
[removed]
2025-11-24T09:24:36
https://www.reddit.com/r/LocalLLaMA/comments/1p5cl8w/i_made_an_untuned_8b_local_llm_behave_like_a_much/
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