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How to setup 3 A6000 Max Q?
1
Hi, I'll get 3 A6000 for our research chair and I'm uncertain about the rest of the parts. Can you give feedback about bottlenecks for fine-tuning and inference with multiple users (\~10)? We'd like to use the MIG technology to create virtual sub-GPUs CPU: AMD Ryzen Threadripper 9960X, 24x 4.2GHz, 128MB Cache, 350W T...
2025-10-27T13:05:13
https://www.reddit.com/r/LocalLLaMA/comments/1ohdvb5/how_to_setup_3_a6000_max_q/
mntnmadness
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ohdvb5
false
null
t3_1ohdvb5
/r/LocalLLaMA/comments/1ohdvb5/how_to_setup_3_a6000_max_q/
false
false
self
1
null
[ Removed by Reddit ]
1
[ Removed by Reddit on account of violating the [content policy](/help/contentpolicy). ]
2025-10-27T12:54:23
https://www.reddit.com/r/LocalLLaMA/comments/1ohdm7l/removed_by_reddit/
ai-infos
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ohdm7l
false
null
t3_1ohdm7l
/r/LocalLLaMA/comments/1ohdm7l/removed_by_reddit/
false
false
self
1
null
Silicon Valley is migrating from expensive closed-source models to cheaper open-source alternatives
527
Chamath Palihapitiya said his team migrated a large number of workloads to Kimi K2 because it was significantly more performant and much cheaper than both OpenAI and Anthropic.
2025-10-27T12:53:12
https://v.redd.it/avwpphq8hnxf1
xiaoruhao
/r/LocalLLaMA/comments/1ohdl9q/silicon_valley_is_migrating_from_expensive/
1970-01-01T00:00:00
0
{}
1ohdl9q
false
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false
false
https://external-preview…c630e6841052c5fc
527
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[ Removed by Reddit ]
1
[ Removed by Reddit on account of violating the [content policy](/help/contentpolicy). ]
2025-10-27T12:47:43
https://www.reddit.com/r/LocalLLaMA/comments/1ohdgs0/removed_by_reddit/
ai-infos
self.LocalLLaMA
1970-01-01T00:00:00
0
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1ohdgs0
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1
null
Best setup for dev and hosting?
0
I’m a novice; needing direction. I’ve successfully created and used a protocol stack on multiple apps. I need a cloud environment that’s more secure, that I can proprietarily build- and also have storage for commercially required elements which may be sizable, such as the compendium. So I need a highly capable LLM envi...
2025-10-27T12:12:52
https://www.reddit.com/r/LocalLLaMA/comments/1ohcq36/best_setup_for_dev_and_hosting/
broodsmilerepeat
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ohcq36
false
null
t3_1ohcq36
/r/LocalLLaMA/comments/1ohcq36/best_setup_for_dev_and_hosting/
false
false
self
0
null
Finetuning an Embedding-Model
3
I am fine-tuning an embedding model on a specialized domain with the goal of improving search results and RAG retrieval. I've generated around 100k synthetic anchor–positive pairs to train with Multiple Negative Ranking Loss. I trained my model using LoRA adapters on different base models such as bge-m3, multilingual...
2025-10-27T11:54:56
https://www.reddit.com/r/LocalLLaMA/comments/1ohcd1m/finetuning_an_embeddingmodel/
CaptainSnackbar
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ohcd1m
false
null
t3_1ohcd1m
/r/LocalLLaMA/comments/1ohcd1m/finetuning_an_embeddingmodel/
false
false
self
3
null
work in progress - llama.cpp support for qwen3-vl
1
work in progress means you shouldn't expect anything
2025-10-27T11:28:53
https://github.com/ggml-org/llama.cpp/pull/16780
jacek2023
github.com
1970-01-01T00:00:00
0
{}
1ohbvau
false
null
t3_1ohbvau
/r/LocalLLaMA/comments/1ohbvau/work_in_progress_llamacpp_support_for_qwen3vl/
false
false
https://external-preview…38b76ed7fb8dd2aa
1
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Reliable source for used 3090 ?
1
Hi,i need a third 3090 and the french craiglist( leboncoin) is full of scam at the moment.Swiss one (anibis.ch) (i live just above geneva) offer 3090 above 1000 euros.Any idea where i could source one ? under 650 euros ?
2025-10-27T11:28:26
https://www.reddit.com/r/LocalLLaMA/comments/1ohbv0a/reliable_source_for_used_3090/
vdiallonort
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ohbv0a
false
null
t3_1ohbv0a
/r/LocalLLaMA/comments/1ohbv0a/reliable_source_for_used_3090/
false
false
self
1
null
Experience with the new model MiniMax M2 and some cost saving tips
119
I saw the discussion about MiniMax M2 in the group chat a couple of days ago, and since their API and agent are free to use, I thought I’d test it out. First, the conclusion: in my own use, M2 delivers better than expected efficiency and stability. You can feel the team has pushed the model’s strengths close to top clo...
2025-10-27T11:00:41
https://www.reddit.com/gallery/1ohbcu1
thalacque
reddit.com
1970-01-01T00:00:00
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1ohbcu1
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t3_1ohbcu1
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false
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default
119
null
What do You Think about an AI that Teaches YOU How to Create (assemble really:) a personal AI Agent - Tools, Finetuning, RAG, etc?
2
Do you think it would be a good idea to create an AI, which introduces beginners that are interested in learning AI, to learn how to build AI Agents with structure and also plan out exact frameworks and things. So basically you're creating an Agent for your own need without knowing anything about AI - and it works.
2025-10-27T10:54:45
https://www.reddit.com/r/LocalLLaMA/comments/1ohb93g/what_do_you_think_about_an_ai_that_teaches_you/
HectorAlcazar11
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ohb93g
false
null
t3_1ohb93g
/r/LocalLLaMA/comments/1ohb93g/what_do_you_think_about_an_ai_that_teaches_you/
false
false
self
2
null
My Model's Latest Status
0
This is how it always responds whenever I ask about upgrades, lol. It seems to be slightly **overfitted**, but I think it's fine for now, haha. https://preview.redd.it/uf4rhyczrmxf1.png?width=877&format=png&auto=webp&s=9584a43d4cceb6337ed4cb17217c467475b8e5fd It actually refused to answer at the end **ㅋㅋㅋㅋ**! The r...
2025-10-27T10:23:34
https://www.reddit.com/r/LocalLLaMA/comments/1ohaq6f/my_models_latest_status/
Patience2277
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ohaq6f
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t3_1ohaq6f
/r/LocalLLaMA/comments/1ohaq6f/my_models_latest_status/
false
false
https://b.thumbs.redditm…vKHn1cPTWtKo.jpg
0
null
Running OrKa GraphScout plus Plan Validator locally with small models
3
I paired two parts of OrKa to make local agent workflows less brittle on CPU only setups. * GraphScout proposes a minimal plan that satisfies an intent with cost awareness * Plan Validator grades that plan across completeness, efficiency, safety, coherence, and fallback, then returns structured fixes * A short loop ap...
2025-10-27T10:15:40
https://i.redd.it/jx3x5vyhqmxf1.jpeg
marcosomma-OrKA
i.redd.it
1970-01-01T00:00:00
0
{}
1ohalnb
false
null
t3_1ohalnb
/r/LocalLLaMA/comments/1ohalnb/running_orka_graphscout_plus_plan_validator/
false
false
https://b.thumbs.redditm…6cZKhF0Hz7_A.jpg
3
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Notebook to run small LLM for free in Google Colab? (I'm a noob). Some code to execute and get a GUI?
0
Thx a lot!
2025-10-27T09:37:44
https://www.reddit.com/r/LocalLLaMA/comments/1oha06s/notebook_to_run_small_llm_for_free_in_google/
Own-Potential-2308
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oha06s
false
null
t3_1oha06s
/r/LocalLLaMA/comments/1oha06s/notebook_to_run_small_llm_for_free_in_google/
false
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self
0
null
The performance of Minimax-m2 is truly impressive!
178
Came across this on X today, and I have to say, the model's performance looks super impressive! Has anyone tested it out yet? This showcase is from a post by a user on X: [https://x.com/ivanfioravanti/status/1982469771481497856?s=46](https://x.com/ivanfioravanti/status/1982469771481497856?s=46)
2025-10-27T09:04:06
https://i.redd.it/x4l7z579dmxf1.jpeg
contportvas
i.redd.it
1970-01-01T00:00:00
0
{}
1oh9hx6
false
null
t3_1oh9hx6
/r/LocalLLaMA/comments/1oh9hx6/the_performance_of_minimaxm2_is_truly_impressive/
false
false
https://b.thumbs.redditm…B-4RxnfM3kRo.jpg
178
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How powerful are phones for AI workloads today?
33
I ran a quick experiment to understand how many activated params a model needs to perform optimally on phones. | Model | File size | Nothing 3a & Pixel 6a CPU | Galaxy S25 Ultra & iPhone 17 Pro CPU | |---|---|---|---| | Gemma3-270M-INT8 | 170mb | ~30 toks/sec | ~148 toks/sec | | LFM2-350M-INT8 | 233mb | ~26 toks/sec ...
2025-10-27T09:00:58
https://www.reddit.com/r/LocalLLaMA/comments/1oh9gai/how_powerful_are_phones_for_ai_workloads_today/
Henrie_the_dreamer
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh9gai
false
null
t3_1oh9gai
/r/LocalLLaMA/comments/1oh9gai/how_powerful_are_phones_for_ai_workloads_today/
false
false
self
33
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Has anyone here tried using AI for investment research?
0
I’m curious about how well AI actually performs when it comes to doing investment analysis. Has anyone experimented with it? If there were an AI tool dedicated to investment research, what specific things would you want it to be able to do?
2025-10-27T08:08:36
https://www.reddit.com/r/LocalLLaMA/comments/1oh8ota/has_anyone_here_tried_using_ai_for_investment/
LobsterOpen6228
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh8ota
false
null
t3_1oh8ota
/r/LocalLLaMA/comments/1oh8ota/has_anyone_here_tried_using_ai_for_investment/
false
false
self
0
null
Lightweight coding model for 4 GB Vram
19
Hi everyone, i was wondering if there is lightweight model for writing code that works on 4 GB Vram and 16 GB ram. Thanks.
2025-10-27T07:58:44
https://www.reddit.com/r/LocalLLaMA/comments/1oh8jt8/lightweight_coding_model_for_4_gb_vram/
HiqhAim
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh8jt8
false
null
t3_1oh8jt8
/r/LocalLLaMA/comments/1oh8jt8/lightweight_coding_model_for_4_gb_vram/
false
false
self
19
null
Help Me To Complete My Comet Browser Referral Program
1
[removed]
2025-10-27T07:58:00
https://www.reddit.com/r/LocalLLaMA/comments/1oh8jh5/help_me_to_complete_my_comet_browser_referral/
Warm_Surprise4799
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh8jh5
false
null
t3_1oh8jh5
/r/LocalLLaMA/comments/1oh8jh5/help_me_to_complete_my_comet_browser_referral/
false
false
self
1
null
Open sourcing Leafra SDK
3
Hi All, I am open sourcing leafra sdk here: https://github.com/Leafra-ai/LeafraSDK It’s essentially something similar to Cactus’ original idea - probably we started somewhat similar timelines. Essentially a React Native app and a command line app sitting on top of a C++ sdk layer - using under the hood llama.cpp. It ...
2025-10-27T06:42:55
https://www.reddit.com/r/LocalLLaMA/comments/1oh7ga3/open_sourcing_leafra_sdk/
Unlucky_Scar_1026
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh7ga3
false
null
t3_1oh7ga3
/r/LocalLLaMA/comments/1oh7ga3/open_sourcing_leafra_sdk/
false
false
self
3
{'enabled': False, 'images': [{'id': 'AmDR2OTgLkFOWC_9oW1-HM3klffM1tGmQTJvQrD5gVQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/AmDR2OTgLkFOWC_9oW1-HM3klffM1tGmQTJvQrD5gVQ.png?width=108&crop=smart&auto=webp&s=e568f7430be2ddd7c19322a9d56bf85ca88e60b9', 'width': 108}, {'height': 108, 'url': 'h...
Fall of GPTQ and Rise of AWQ. Why exactly?
11
So was looking for qwen3-VL-30BA3B GPTQ quant on huggingface, but was only able to find AWQ. For comparison qwen-2.5-vl did have GPTQ quant. Checked for other versions of the model as well, found same thing? Can someone explain why this is the case? Based on my personal testing, latency wise GPTQ and AWQ were on par...
2025-10-27T06:42:22
https://www.reddit.com/r/LocalLLaMA/comments/1oh7fze/fall_of_gptq_and_rise_of_awq_why_exactly/
everyoneisodd
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh7fze
false
null
t3_1oh7fze
/r/LocalLLaMA/comments/1oh7fze/fall_of_gptq_and_rise_of_awq_why_exactly/
false
false
self
11
null
Token-Oriented Object Notation (TOON) - JSON for LLMs at half the token cost
28
2025-10-27T06:04:44
https://github.com/johannschopplich/toon
monnef
github.com
1970-01-01T00:00:00
0
{}
1oh6vqf
false
null
t3_1oh6vqf
/r/LocalLLaMA/comments/1oh6vqf/tokenoriented_object_notation_toon_json_for_llms/
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https://external-preview…5f2292639ac081a0
28
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Some usage notes on low-end CPU LLMs and home applications (/r/frugal meets /r/localLlama)
65
So a few weeks ago I discovered that Qwen3-4b is actually usable on any old laptop with CPU-only inference. Since then, I've been working on getting a simple home smart station set up using small LLMs. These are some notes on the LLMs and their usage that will hopefully be useful for anyone else thinking of doing simil...
2025-10-27T05:44:43
https://www.reddit.com/r/LocalLLaMA/comments/1oh6k6u/some_usage_notes_on_lowend_cpu_llms_and_home/
___positive___
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1oh6k6u
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null
t3_1oh6k6u
/r/LocalLLaMA/comments/1oh6k6u/some_usage_notes_on_lowend_cpu_llms_and_home/
false
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self
65
null
🚀 New Model from the MiniMax team: MiniMax-M2, an impressive 230B-A10B LLM.
273
Officially positioned as an “end-to-end coding + tool-using agent.” From the public evaluations and model setup, it looks well-suited for teams that need end to end development and toolchain agents, prioritizing lower latency and higher throughput. For real engineering workflows that advance in small but continuous ste...
2025-10-27T04:28:24
https://www.reddit.com/gallery/1oh5asg
chenqian615
reddit.com
1970-01-01T00:00:00
0
{}
1oh5asg
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null
t3_1oh5asg
/r/LocalLLaMA/comments/1oh5asg/new_model_from_the_minimax_team_minimaxm2_an/
false
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https://a.thumbs.redditm…naQo4XEvZSC0.jpg
273
null
MiniMaxAI/MiniMax-M2 · Hugging Face
246
2025-10-27T04:23:41
https://huggingface.co/MiniMaxAI/MiniMax-M2
Dark_Fire_12
huggingface.co
1970-01-01T00:00:00
0
{}
1oh57ys
false
null
t3_1oh57ys
/r/LocalLLaMA/comments/1oh57ys/minimaxaiminimaxm2_hugging_face/
false
false
https://external-preview…492d7f2c2479b235
246
{'enabled': False, 'images': [{'id': 'UWFNDndMvPJsO1Z9iKM9CbvnTGrRp8W6-SXVbMO4N1g', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/UWFNDndMvPJsO1Z9iKM9CbvnTGrRp8W6-SXVbMO4N1g.png?width=108&crop=smart&auto=webp&s=808e02e0f14feea5936f1619a3b76646c2e14e68', 'width': 108}, {'height': 116, 'url': 'h...
Can I skip the videos for the huggingface course and only read the text?
0
title
2025-10-27T04:22:10
https://www.reddit.com/r/LocalLLaMA/comments/1oh570v/can_i_skip_the_videos_for_the_huggingface_course/
Ok_Construction_3021
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh570v
false
null
t3_1oh570v
/r/LocalLLaMA/comments/1oh570v/can_i_skip_the_videos_for_the_huggingface_course/
false
false
self
0
null
A little tool I made to share and discover little RP scenarios, plot twists, and ideas for when you’re stuck mid-roleplay. It’s public — so come on, let’s fill it with creativity! ✨
2
site: https://rp-scenario-generator.vercel.app/ internet can be wild 😭 It's running in the free service, so please don't exploit it And give feedback on what to add next! also the character limit is 600 for now if this feel short let me know
2025-10-27T03:59:57
https://www.reddit.com/r/LocalLLaMA/comments/1oh4spe/a_little_tool_i_made_to_share_and_discover_little/
internal-pagal
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh4spe
false
null
t3_1oh4spe
/r/LocalLLaMA/comments/1oh4spe/a_little_tool_i_made_to_share_and_discover_little/
false
false
self
2
null
How to Quantize TTS and ASR models to fit in VRAM ?
6
I have created conversational bot system it is working fine from backend but it is failing in the application due to VRAM overflow (8 GB VRAM) I am working on tight budget. How do I quantize both these models from FP16 to Q8 or Q6 to manage the memory budget?
2025-10-27T03:46:59
https://www.reddit.com/r/LocalLLaMA/comments/1oh4k7k/how_to_quantize_tts_and_asr_models_to_fit_in_vram/
bull_bear25
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh4k7k
false
null
t3_1oh4k7k
/r/LocalLLaMA/comments/1oh4k7k/how_to_quantize_tts_and_asr_models_to_fit_in_vram/
false
false
self
6
null
Changing my tune on GLM-4.6: Major fail state uncovered
4
Well, I don't know if I've ever done such a hard 180 on something. Some fellow local llama folk are probably tracking my love affair with GLM-4.6, and particularly how I found it to be superior to Claude Sonnet 4.5 and Gemini 2.5 Pro. When the model is functioning properly, which is most of the time, it remains my fav...
2025-10-27T03:36:05
https://www.reddit.com/r/LocalLLaMA/comments/1oh4cwo/changing_my_tune_on_glm46_major_fail_state/
LoveMind_AI
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh4cwo
false
null
t3_1oh4cwo
/r/LocalLLaMA/comments/1oh4cwo/changing_my_tune_on_glm46_major_fail_state/
false
false
self
4
null
Ever feel like your AI agent is thinking in the dark?
0
Hey everyone 🙌 I’ve been tinkering with agent frameworks lately (OpenAI SDK, LangGraph, etc.), and something keeps bugging me, even with traces and verbose logs, I still can’t really see why my agent made a decision. Like, it picks a tool, loops, or stops, and I just end up guessing. So I’ve been experimenting wit...
2025-10-27T03:28:11
https://www.reddit.com/r/LocalLLaMA/comments/1oh47k0/ever_feel_like_your_ai_agent_is_thinking_in_the/
AdVivid5763
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh47k0
false
null
t3_1oh47k0
/r/LocalLLaMA/comments/1oh47k0/ever_feel_like_your_ai_agent_is_thinking_in_the/
false
false
self
0
null
Selling GPU Credits - 30% Discount
0
Hi , we have unused GPU credits (Around 600$) on a major GPU provider. Serverless , 100 workers ready etc... We switched our pipeline to [FAL.AI](http://fal.ai/) so we don't use our account anymore. If you are interested about the credits or GPU work at discounted rate send me a message Legit offer can do a vid cal...
2025-10-27T02:57:00
https://www.reddit.com/r/LocalLLaMA/comments/1oh3lxh/selling_gpu_credits_30_discount/
Confident_Minimum_91
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh3lxh
false
null
t3_1oh3lxh
/r/LocalLLaMA/comments/1oh3lxh/selling_gpu_credits_30_discount/
false
false
self
0
null
Built a full voice AI assistant running locally on my RX 6700 with Vulkan - Proof AMD cards excel at LLM inference
14
I wanted to share something I've been working on that I think showcases what AMD hardware can really do for local AI. **What I Built:** A complete AI assistant named Aletheia that runs 100% locally on my AMD RX 6700 10GB using Vulkan acceleration. She has: - Real-time voice interaction (speaks and listens) - Persist...
2025-10-27T01:16:28
https://www.reddit.com/r/LocalLLaMA/comments/1oh1kfe/built_a_full_voice_ai_assistant_running_locally/
Straight_Issue279
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh1kfe
false
null
t3_1oh1kfe
/r/LocalLLaMA/comments/1oh1kfe/built_a_full_voice_ai_assistant_running_locally/
false
false
self
14
null
Best MoE that fits in 16GB of RAM?
6
Same as title
2025-10-27T00:57:35
https://www.reddit.com/r/LocalLLaMA/comments/1oh16es/best_moe_that_fits_in_16gb_of_ram/
african-stud
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh16es
false
null
t3_1oh16es
/r/LocalLLaMA/comments/1oh16es/best_moe_that_fits_in_16gb_of_ram/
false
false
self
6
null
Any Linux distro better than others for AI use?
23
I’m choosing a new Linux distro for these use cases: • Python development • Running “power-user” AI tools (e.g., Claude Desktop or similar) • Local LLM inference — small, optimized models only • Might experiment with inference optimization frameworks (TensorRT, etc.). • Potentially local voice recognition (Whi...
2025-10-27T00:11:58
https://www.reddit.com/r/LocalLLaMA/comments/1oh079j/any_linux_distro_better_than_others_for_ai_use/
otto_delmar
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1oh079j
false
null
t3_1oh079j
/r/LocalLLaMA/comments/1oh079j/any_linux_distro_better_than_others_for_ai_use/
false
false
self
23
null
Model named "ernie-exp-251022" spotted on Lmarena. Baidu cooking?
31
For those wondering, the prompt was to create a retro game character in html, single file. Nothing fancy. Usually models add some basic mechanics akin to the side scrollers. There were some bugs in the code this model created, but so were in the code created by the model on the right side. I must say apart from the b...
2025-10-27T00:10:45
https://i.redd.it/aebg6a4zojxf1.png
Cool-Chemical-5629
i.redd.it
1970-01-01T00:00:00
0
{}
1oh06du
false
null
t3_1oh06du
/r/LocalLLaMA/comments/1oh06du/model_named_ernieexp251022_spotted_on_lmarena/
false
false
https://b.thumbs.redditm…KzTk98evxAng.jpg
31
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Tested a few small models on a local CLI agent. I was surprised by the results.
8
I've been building a CLI-based tool-using agent for my own purposes. I've mostly used cloud models for this work up until now, but I had a little time today and decided to run some benchmark tests against the small models I have on my PC with a 16 GB 4060. My agent has a number of categorized tools at its disp...
2025-10-26T23:46:37
https://www.reddit.com/r/LocalLLaMA/comments/1ogznvh/tested_a_few_small_models_on_a_local_cli_agent_i/
dsartori
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogznvh
false
null
t3_1ogznvh
/r/LocalLLaMA/comments/1ogznvh/tested_a_few_small_models_on_a_local_cli_agent_i/
false
false
self
8
null
4B model RL trained on a11y, lighthouse, and axe scores to generate more accessible websites
2
Hey everyone! I've been hearing feedback about the UIGEN models, most of the feedback being the sites are just flashy but not useable or the models break and start repeating (especially in quants.) So, just to experiment, I took the most repetitious model and postrained it with RL (GRPO) to penalize repeats and focus o...
2025-10-26T23:40:20
https://www.reddit.com/gallery/1ogziwh
smirkishere
reddit.com
1970-01-01T00:00:00
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{}
1ogziwh
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null
t3_1ogziwh
/r/LocalLLaMA/comments/1ogziwh/4b_model_rl_trained_on_a11y_lighthouse_and_axe/
false
false
https://a.thumbs.redditm…tqv-RUz7nfC8.jpg
2
null
Best Model for local AI?
0
I’m contemplating on getting a M4 Max 128GB or 48GB M4 Pro for 4K video editing, music production, and Parallels virtualization. In terms of running local AI, I was wondering which model would be perfect for expanded context, reasoning, and thinking, similar to how ChatGPT will ask users if they’d like to learn more a...
2025-10-26T23:19:29
https://www.reddit.com/r/LocalLLaMA/comments/1ogz2go/best_model_for_local_ai/
Super_Revolution3966
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogz2go
false
null
t3_1ogz2go
/r/LocalLLaMA/comments/1ogz2go/best_model_for_local_ai/
false
false
self
0
null
Oh my REAP-ness. Qwen3-Coder-30B-A3B-Instruct_Pruned_REAP-15B-A3B-GGUF on BC-250
32
**TLDR: AMD BC-250 on a REAP Qwen3-Coder-30B-A3B-Instruct Q4 running 100/70 tok/s** Here is a post I did a while back super impressed with Llama 3.1 running \~27 tok/s tg on An AMD BC-250 with Vulkan drivers. [Meta-Llama-3.1-8B-Instruct-Q8\_0.gguf - 26.89 tok/s for $20 : r/LocalLLaMA](https://www.reddit.com/r...
2025-10-26T23:16:46
https://www.reddit.com/r/LocalLLaMA/comments/1ogz0b7/oh_my_reapness_qwen3coder30ba3binstruct_pruned/
MachineZer0
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogz0b7
false
null
t3_1ogz0b7
/r/LocalLLaMA/comments/1ogz0b7/oh_my_reapness_qwen3coder30ba3binstruct_pruned/
false
false
self
32
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Qwen's VLM is strong!
131
2025-10-26T22:46:45
https://i.redd.it/jc97wpepbjxf1.png
dulldata
i.redd.it
1970-01-01T00:00:00
0
{}
1ogybvr
false
null
t3_1ogybvr
/r/LocalLLaMA/comments/1ogybvr/qwens_vlm_is_strong/
false
false
https://a.thumbs.redditm…bUdrvfmIOxO0.jpg
131
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Quantizing MoE models to MXFP4
10
Lately its like my behind is on fire, and I'm downloading and quantizing models like crazy, but into this specific MXFP4 format only. And cause of this format, it can be done only on Mixture-of-Expert models. Why, you ask? Why not!, I respond. Must be my ADHD brain cause I couldn't find a MXFP4 model quant I wanted...
2025-10-26T22:43:53
https://www.reddit.com/r/LocalLLaMA/comments/1ogy9lh/quantizing_moe_models_to_mxfp4/
noctrex
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogy9lh
false
null
t3_1ogy9lh
/r/LocalLLaMA/comments/1ogy9lh/quantizing_moe_models_to_mxfp4/
false
false
self
10
{'enabled': False, 'images': [{'id': 'WAyIOr5jVedejqkKhPpZqx0urQQdFcGlFgOnHGgz_5k', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/WAyIOr5jVedejqkKhPpZqx0urQQdFcGlFgOnHGgz_5k.png?width=108&crop=smart&auto=webp&s=db02e80f00d3d6e269022af7d3cd497fefbb5ffa', 'width': 108}, {'height': 116, 'url': 'h...
What are some of the best open-source LLMs that can run on the iPhone 17 Pro?
0
I’ve been getting really interested in running models locally on my phone. With the A19 Pro chip and the extra RAM, the iPhone 17 should be able to handle some pretty solid models compared to earlier iPhones. I’m just trying to figure out what’s out there that runs well. Any recommendations or setups worth trying out?
2025-10-26T22:25:42
https://www.reddit.com/r/LocalLLaMA/comments/1ogxuqv/what_are_some_of_the_best_opensource_llms_that/
JordanStoner2299
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogxuqv
false
null
t3_1ogxuqv
/r/LocalLLaMA/comments/1ogxuqv/what_are_some_of_the_best_opensource_llms_that/
false
false
self
0
null
New text diffusion model from inclusionAI - LLaDA2.0-flash-preview
73
[https://huggingface.co/inclusionAI/LLaDA2.0-flash-preview](https://huggingface.co/inclusionAI/LLaDA2.0-flash-preview) As its smaller brother LLaDA2-mini-preview this is a text diffusion mixture of experts model but instead of only 16b total parameters this one comes with 100b total non embedding and 6b active paramet...
2025-10-26T22:17:35
https://www.reddit.com/r/LocalLLaMA/comments/1ogxo2l/new_text_diffusion_model_from_inclusionai/
Finanzamt_Endgegner
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogxo2l
false
null
t3_1ogxo2l
/r/LocalLLaMA/comments/1ogxo2l/new_text_diffusion_model_from_inclusionai/
false
false
https://b.thumbs.redditm…1HaV6MR7_iQs.jpg
73
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What is your setup for agentic coding using local inference? I am aware that Cline can work with local however would prefer agentic coding from terminal instead of VS.
1
As
2025-10-26T22:12:29
https://www.reddit.com/r/LocalLLaMA/comments/1ogxjuj/what_is_your_setup_for_agentic_coding_using_local/
seeming_stillness
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogxjuj
false
null
t3_1ogxjuj
/r/LocalLLaMA/comments/1ogxjuj/what_is_your_setup_for_agentic_coding_using_local/
false
false
self
1
null
What is the best local Large Language Model setup for coding on a budget of approximately $2,000?
63
My initial research has highlighted three main hardware options: 1. A dedicated GPU with 16–32GB of VRAM. 2. A Mac Ultra with 64GB+ of Unified Memory. 3. An AMD Strix Halo system with 64–128GB of RAM. My understanding is that all three options can run similar models at an acceptable t/s speed. In fact, they might e...
2025-10-26T21:29:22
https://www.reddit.com/r/LocalLLaMA/comments/1ogwjdj/what_is_the_best_local_large_language_model_setup/
Independent-Band7571
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogwjdj
false
null
t3_1ogwjdj
/r/LocalLLaMA/comments/1ogwjdj/what_is_the_best_local_large_language_model_setup/
false
false
self
63
null
M5 Neural Accelerator benchmark results from Llama.cpp
186
## Summary **LLaMA 7B** | SoC | BW [GB/s] | GPU Cores | F16 PP [t/s] | F16 TG [t/s] | Q8_0 PP [t/s] | Q8_0 TG [t/s] | Q4_0 PP [t/s] | Q4_0 TG [t/s] | |:--|--:|--:|--:|--:|--:|--:|--:|--:| | ✅ M1 [1] | 68 | 7 | | | 108.21 | 7.92 | 107.81 | 14.19 | | ✅ M1 [1] | 68 | 8 | | | 117.25 | 7.91 | 117.96 | 14.15 | | ✅ M1 Pr...
2025-10-26T21:24:33
https://www.reddit.com/r/LocalLLaMA/comments/1ogwf6b/m5_neural_accelerator_benchmark_results_from/
auradragon1
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogwf6b
false
null
t3_1ogwf6b
/r/LocalLLaMA/comments/1ogwf6b/m5_neural_accelerator_benchmark_results_from/
false
false
self
186
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Best model for rig 6x L4?
1
Subj
2025-10-26T21:06:45
https://www.reddit.com/r/LocalLLaMA/comments/1ogvzqr/best_model_for_rig_6x_l4/
Adorable_Net7338
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogvzqr
false
null
t3_1ogvzqr
/r/LocalLLaMA/comments/1ogvzqr/best_model_for_rig_6x_l4/
false
false
self
1
null
Custom full stack AI suite for local Voice Cloning (TTS) + LLM
11
Howdy! This is a short video I put together for some friends of mine who were curious about a project I’m working on in my free time. Like many of you, I was very disappointed when I found out PlayHT got acquired by Meta. Especially because without warning my subscription was canceled — even their help-desk was down....
2025-10-26T20:53:39
https://v.redd.it/82vajkokrixf1
Chronos127
v.redd.it
1970-01-01T00:00:00
0
{}
1ogvo4c
false
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t3_1ogvo4c
/r/LocalLLaMA/comments/1ogvo4c/custom_full_stack_ai_suite_for_local_voice/
false
false
https://external-preview…8271516cbfd4b213
11
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LLMs Keep Messing Up My Code After 600 Lines
0
Hi! I’ve been testing various local LLMs, even closed Gemini and ChatGPT, but once my code exceeds \~600 lines, they start deleting or adding placeholder content instead of finishing the task. Oddly, sometimes they handle 1,000+ lines just fine. Do you know any that can manage that amount of code reliably?
2025-10-26T20:44:45
https://www.reddit.com/r/LocalLLaMA/comments/1ogvgad/llms_keep_messing_up_my_code_after_600_lines/
haterloco
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogvgad
false
null
t3_1ogvgad
/r/LocalLLaMA/comments/1ogvgad/llms_keep_messing_up_my_code_after_600_lines/
false
false
self
0
null
Does anyone know what it's saying? Especially towards the end
0
2025-10-26T20:20:29
https://www.reddit.com/gallery/1oguuct
toomanythingstothink
reddit.com
1970-01-01T00:00:00
0
{}
1oguuct
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null
t3_1oguuct
/r/LocalLLaMA/comments/1oguuct/does_anyone_know_what_its_saying_especially/
false
false
https://b.thumbs.redditm…mkcbiH72fsWQ.jpg
0
null
Running local models with multiple backends & search capabilities
9
Hi guys, I’m currently using this desktop app to run llms with ollama,llama.cpp and web gpu at the same place, there’s also a web version that stores the models to cache memory What do you guys suggest for extension of capabilities
2025-10-26T20:13:44
https://v.redd.it/oixys9qgkixf1
Ibz04
v.redd.it
1970-01-01T00:00:00
0
{}
1oguocr
false
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t3_1oguocr
/r/LocalLLaMA/comments/1oguocr/running_local_models_with_multiple_backends/
false
false
https://external-preview…2acbc6cc33cefc81
9
{'enabled': False, 'images': [{'id': 'NmtybGkwa2draXhmMWYfCBFJq_CgHTgLeaR86wcT1wa8nSuVfXl8XGpmTK5H', 'resolutions': [{'height': 59, 'url': 'https://external-preview.redd.it/NmtybGkwa2draXhmMWYfCBFJq_CgHTgLeaR86wcT1wa8nSuVfXl8XGpmTK5H.png?width=108&crop=smart&format=pjpg&auto=webp&s=fc183d8a91309fae199288f094fc564c19b60...
Can someone with a Mac with more than 16 GB Unified Memory test this model?
2
[https://huggingface.co/abnormalmapstudio/Qwen3-Omni-30B-A3B-Instruct-mxfp4-mlx](https://huggingface.co/abnormalmapstudio/Qwen3-Omni-30B-A3B-Instruct-mxfp4-mlx) Thanks. https://preview.redd.it/wkggfhd2gixf1.png?width=2680&format=png&auto=webp&s=bd03e82591bd129b8dc594ff890390da69f66ab6 idk why I got 16 GB MacBook...
2025-10-26T19:49:06
https://www.reddit.com/r/LocalLLaMA/comments/1ogu2g2/can_someone_with_a_mac_with_more_than_16_gb/
NoFudge4700
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogu2g2
false
null
t3_1ogu2g2
/r/LocalLLaMA/comments/1ogu2g2/can_someone_with_a_mac_with_more_than_16_gb/
false
false
https://external-preview…58bc913883039822
2
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Models for Fiction Writing? - 8GB VRAM
0
My System Info: (**8GB VRAM & 32GB RAM**) My system could run up to 14B Dense models(Q4 fits 8GB VRAM) & 30B MOE models. So please recommend suitable models for above hardware & below requirements. Thanks **My Targets**: * Short stories to small Novels(Novella/Novelette) like 150-200 pages * Children/Young Adults. A...
2025-10-26T19:36:27
https://www.reddit.com/r/LocalLLaMA/comments/1ogtqx7/models_for_fiction_writing_8gb_vram/
pmttyji
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1970-01-01T00:00:00
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I successfully ran GPT-OSS 120B locally on a Ryzen 7 / 64 GB RAM PC — and published the full analysis (w/ DOI)
0
After months of testing, I managed to run the open-source GPT-OSS 120B model locally on a consumer PC (Ryzen 7 + 64 GB RAM + RTX 4060 8 GB VRAM). We analyzed CPU vs GPU configurations and found that a fully RAM-loaded setup (ngl = 0) outperformed mixed modes. The full results and discussion (including the “ident...
2025-10-26T19:25:02
https://www.reddit.com/r/LocalLLaMA/comments/1ogtgn6/i_successfully_ran_gptoss_120b_locally_on_a_ryzen/
Sufficient_Machine47
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1970-01-01T00:00:00
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What is the real world hit of using PCIe 4.0 instead of PCIe 5.0 with a 5090?
65
I’m trying to be a bit “cheap” and just buy a 5090 for my desktop that is currently running a 3060. It’s a high end build 128gb RAM, video card is the worst part. I’ll probably slowly end up upgrading everything, but I would like to start with the GPU. I’m assuming someone might have tried this already?
2025-10-26T19:21:18
https://www.reddit.com/r/LocalLLaMA/comments/1ogtdbg/what_is_the_real_world_hit_of_using_pcie_40/
liviuberechet
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1970-01-01T00:00:00
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Voice 2 voice models?
3
Hi, are there any open weight voice to voice small can fit in 24gb VRAM models? Thanks.
2025-10-26T18:59:09
https://www.reddit.com/r/LocalLLaMA/comments/1ogst0l/voice_2_voice_models/
NoFudge4700
self.LocalLLaMA
1970-01-01T00:00:00
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OpenEnv: Agentic Execution Environments for RL post training in PyTorch
0
2025-10-26T18:58:52
https://www.deepfabric.dev/blog/introduction_to_openenv
DecodeBytes
deepfabric.dev
1970-01-01T00:00:00
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[P] VibeVoice-Hindi-7B: Open-Source Expressive Hindi TTS with Multi-Speaker + Voice Cloning
18
Released VibeVoice-Hindi-7B and VibeVoice-Hindi-LoRA — fine-tuned versions of the Microsoft VibeVoice model, bringing frontier Hindi text-to-speech with long-form synthesis, multi-speaker support, and voice cloning. • Full Model: https://huggingface.co/tarun7r/vibevoice-hindi-7b • LoRA Adapters: https://huggingface.c...
2025-10-26T18:53:08
https://www.reddit.com/r/LocalLLaMA/comments/1ogsng2/p_vibevoicehindi7b_opensource_expressive_hindi/
martian7r
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1ogsng2
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/r/LocalLLaMA/comments/1ogsng2/p_vibevoicehindi7b_opensource_expressive_hindi/
false
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self
18
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My course sales went skyrocket after I started uploading my photos ( AI photos ) daily, used this community led AI photography agent for very cheap price
0
I am 60 year old guy and after covid19 I started writing my learnings across sales, marketing and used to make tiktok and post on X to sell my course to share my learnings. Somehow I got dependent on the revenue of my course, I never wanted it to happen but it happened eventually. And my revenue is going flat due to ...
2025-10-26T18:16:24
https://i.redd.it/gei9aj6kzhxf1.png
Fierce_5
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1970-01-01T00:00:00
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https://b.thumbs.redditm…QqLcnuAQBYew.jpg
0
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Uncensored AI for scientific research
0
Uncensored AI for scientific research without any filters, and can stay consistent on long tasks without going off the rails or making stuff up halfway?
2025-10-26T18:15:35
https://www.reddit.com/r/LocalLLaMA/comments/1ogrp22/uncensored_ai_for_scientific_research/
PrintCreepy8982
self.LocalLLaMA
1970-01-01T00:00:00
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My course sales went skyrocket after I started uploading my photos ( AI photos ) daily, used this community led AI photography agent for very cheap price
1
[deleted]
2025-10-26T18:15:33
[deleted]
1970-01-01T00:00:00
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780M IGPU for Rocm and Vulkan Ubuntu instructions. (Original from MLDataScientist)
19
# Getting llama.cpp Running on AMD 780M (Ubuntu 25.04) I cannot take credit for this, as it was started by this thread here from MLDataScientist. [gpt-oss 120B is running at 20t/s with $500 AMD M780 iGPU mini PC and 96GB DDR5 RAM : r/LocalLLaMA](https://www.reddit.com/r/LocalLLaMA/comments/1nxztlx/gptoss_120b_is_ru...
2025-10-26T18:14:20
https://www.reddit.com/r/LocalLLaMA/comments/1ogrnxv/780m_igpu_for_rocm_and_vulkan_ubuntu_instructions/
Mnemoc
self.LocalLLaMA
1970-01-01T00:00:00
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19
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Choosing the right model
3
I need your opinion/help. I'm looking for a self-hosted LLM that's perfect at tool calling and also has logical reasoning/understanding (it should be somewhat familiar with tax/invoicing and legal issues). I currently have 48 GB of VRAM available. I was thinking about using llama3.1 70b instruct awq. I would describe e...
2025-10-26T18:09:44
https://www.reddit.com/r/LocalLLaMA/comments/1ogrjo2/choosing_the_right_model/
Bowdenzug
self.LocalLLaMA
1970-01-01T00:00:00
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[ Removed by Reddit ]
1
[ Removed by Reddit on account of violating the [content policy](/help/contentpolicy). ]
2025-10-26T17:51:43
https://www.reddit.com/r/LocalLLaMA/comments/1ogr30k/removed_by_reddit/
ai-infos
self.LocalLLaMA
1970-01-01T00:00:00
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Choosing between M4 and M4 Pro for local inference (Ollama, up to 32B models)
0
Hi everyone, I’m planning to build a small local server that will mainly run Ollama, mostly for email classification tasks using something like gpt-oss-20b. I’d like to make it somewhat futureproof, in case my needs grow over time, but I doubt I’ll ever go beyond 32B models. Besides Ollama, I’ll also run n8n to autom...
2025-10-26T17:50:15
https://www.reddit.com/r/LocalLLaMA/comments/1ogr1ms/choosing_between_m4_and_m4_pro_for_local/
Fun-Employment-5212
self.LocalLLaMA
1970-01-01T00:00:00
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Looking for a simple real-time local speech transcription API for Windows
3
I'd like to experiment with something that could help my immobile relative control his computer with voice. He's been using Windows 10 Speech Recognition for years, but it does not support his language (Latvian). Now he's upgraded to Windows 11 with Voice Access, but that one is buggy and worse. Now we have better voi...
2025-10-26T17:48:13
https://www.reddit.com/r/LocalLLaMA/comments/1ogqzqj/looking_for_a_simple_realtime_local_speech/
martinerous
self.LocalLLaMA
1970-01-01T00:00:00
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3
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Anyone have experience with Local Motion Capture models?
2
I can only find datasets on hugging face but not the models. if anyone has any ideas. that would be appreciated!
2025-10-26T17:43:10
https://www.reddit.com/r/LocalLLaMA/comments/1ogqv0p/anyone_have_experience_with_local_motion_capture/
onil34
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1970-01-01T00:00:00
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Have access to the LLM but don't know what to do with it ....
0
I have a 5080 and a 4070, used to have a 3090, subscription to GLM 4.6 that allow 500 calls every 5 hours, Codex CLI enterprise, MiniMax Free till November, Nano Banana credit, 80$ left in Openrouter credit, and more. And yet, I don't know what to do with the LLM. I think my access to LLM is considering infinite now f...
2025-10-26T17:32:30
https://www.reddit.com/r/LocalLLaMA/comments/1ogql0m/have_access_to_the_llm_but_dont_know_what_to_do/
GTHell
self.LocalLLaMA
1970-01-01T00:00:00
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Ryzen AI Max+ 395 vs RTX 4000 ada SFF
5
Hi, Quick question to you all. Context: I have a RTX 4000 ada that was just sitting in a drawer here. Also had a unused machine with a 10th gen i7 and 64gb of ram collecting dust. I decided to put them together and try to run ollama on Ubuntu. I am getting about 31 tokens per second with Gemma3:12b. However, the sy...
2025-10-26T17:15:17
https://www.reddit.com/r/LocalLLaMA/comments/1ogq54x/ryzen_ai_max_395_vs_rtx_4000_ada_sff/
dougmaitelli
self.LocalLLaMA
1970-01-01T00:00:00
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I built a personal AI that learns who you are and what actually works for you
0
Matthew McConaughey on Joe Rogan (#2379) talked about wanting a private AI trained only on his own writings and experiences - something that learns from YOUR stuff, not the entire internet. That's exactly what I built. A few months back I was talking with ChatGPT and went on a tangent about building a personal assista...
2025-10-26T17:08:26
https://www.reddit.com/r/LocalLLaMA/comments/1ogpz4h/i_built_a_personal_ai_that_learns_who_you_are_and/
Roampal
self.LocalLLaMA
1970-01-01T00:00:00
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self
0
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LocalLLaMA with a File Manager -- handling 10k+ or even millions of PDFs and Excels.
1
Hello. Happy Sunday. Would you like to add a File manager to your local LLaMA applications, so that you can handle millions of local documents? I would like to collect feedback on the need for a file manager in the RAG system. I just posted on LinkedIn  [https://www.linkedin.com/feed/update/urn:li:activity...
2025-10-26T16:44:50
https://www.reddit.com/gallery/1ogpdp8
DueKitchen3102
reddit.com
1970-01-01T00:00:00
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https://b.thumbs.redditm…y09otrTCElYw.jpg
1
null
Qwen3-VL-32B is really good. Quick test vs several other local models I keep on my workstation (details in comments)
99
2025-10-26T16:28:19
https://i.redd.it/8a00jiy4ghxf1.png
EmPips
i.redd.it
1970-01-01T00:00:00
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https://a.thumbs.redditm…KuAl2iTkvwK4.jpg
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Using my Mac Mini M4 as an LLM server—Looking for recommendations
3
I’m looking to set up my Mac Mini M4 (24 GB RAM) as an LLM server. It’s my main desktop, but I want to also use it to run language models locally. I’ve been playing around with the OpenAI API, and ideally I want something that: • Uses the OpenAI API endpoint (so it’s compatible with existing OpenAI API calls and can ...
2025-10-26T15:55:00
https://www.reddit.com/r/LocalLLaMA/comments/1ogo4vt/using_my_mac_mini_m4_as_an_llm_serverlooking_for/
cockpit_dandruff
self.LocalLLaMA
1970-01-01T00:00:00
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I made a 1B model to generate 3d files (barely)
62
2 weeks ago, I finetuned Gemma3 1B on Synthetic 3D file data. I called the model K-1B. Yesterday I packaged it into an app, hosting the model on Modal. I would appreciate any feedback as this is a hobby project that I will keep on training the model etc. Thanks :)
2025-10-26T15:52:22
https://cadmonkey.web.app
ThomasPhilli
cadmonkey.web.app
1970-01-01T00:00:00
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This is expensive. Anyone know where I can get a better deal?
0
2025-10-26T15:27:56
https://i.redd.it/13pl93mi4hxf1.png
Excellent_Koala769
i.redd.it
1970-01-01T00:00:00
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https://b.thumbs.redditm…CagmEFZ8qUDw.jpg
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How to take advantage of parallel requests to keep inference pipeline full for one user task?
1
A lot of the current models can serve 5000-10000/tks per second in parallel requests but only 50-60 in single requests. How can we break down user asks into simultaneous parallel requests, either via agents or something else. Especially thinking of coding and image generation/editing.
2025-10-26T15:24:10
https://www.reddit.com/r/LocalLLaMA/comments/1ogndcf/how_to_take_advantage_of_parallel_requests_to/
LargelyInnocuous
self.LocalLLaMA
1970-01-01T00:00:00
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Call for feedback on an open-source RAG API platform that can run with local LLMs
5
We've just launched [Skald](https://github.com/skaldlabs/skald), an API platform for building AI apps. It's MIT-licensed and self-hostable, and we've actually made it work with both local embedding models and a locally-hosted LLM. We're new to this space but we believe it's important for people to have the option to ru...
2025-10-26T15:22:29
https://www.reddit.com/r/LocalLLaMA/comments/1ognbw2/call_for_feedback_on_an_opensource_rag_api/
brodagaita
self.LocalLLaMA
1970-01-01T00:00:00
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1ognbw2
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/r/LocalLLaMA/comments/1ognbw2/call_for_feedback_on_an_opensource_rag_api/
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self
5
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Built a lightweight Trust & Compliance layer for AI. Am curious if it’s useful for local / self-hosted setups
3
Hey all! I’ve been building something with a policy expert who works on early drafts of the **EU AI Act** and **ISO 42001**. Together we made [**Intilium**](https://intilium.ai/). A small **Trust & Compliance layer** that sits in front of your AI stack. It’s basically an **API gateway** that: Enforces model and re...
2025-10-26T15:12:47
https://www.reddit.com/r/LocalLLaMA/comments/1ogn3a6/built_a_lightweight_trust_compliance_layer_for_ai/
Capable-Property-539
self.LocalLLaMA
1970-01-01T00:00:00
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Built a lightweight Trust & Compliance layer for AI. Am curious if it’s useful for local / self-hosted setups
1
Hey all 👋 I’ve been building something with a policy expert who works on early drafts of the **EU AI Act** and **ISO 42001**. Together we made [**Intilium**](https://intilium.ai/) \- a small **Trust & Compliance layer** that sits in front of your AI stack. It’s basically an **API gateway** that: * ✅ Enforces model...
2025-10-26T15:07:07
https://www.reddit.com/r/LocalLLaMA/comments/1ogmy4i/built_a_lightweight_trust_compliance_layer_for_ai/
Capable-Property-539
self.LocalLLaMA
1970-01-01T00:00:00
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A highly adaptable toolkit to build APIs and agents, with friendly interfaces for streaming and multimodality
2
Hi everyone! I've been working for quite a while on a toolkit/framework to build APIs and agents easily, in a way friendly to developers that would not hide complexity behind abstractions, but that would also be in step with modern requirements and capabilities: stateful, async execution, streaming, multimodality, pers...
2025-10-26T14:31:35
https://www.reddit.com/r/LocalLLaMA/comments/1ogm384/a_highly_adaptable_toolkit_to_build_apis_and/
apnkv
self.LocalLLaMA
1970-01-01T00:00:00
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2
null
Tool Calling with TabbyAPI and Exllamav3
4
Did anybody get this to work? I attempted to use exllamav3 with qwen code, the model loads but no tool calls do not work. Im surely doing something wrong. I use the chat template specified by unsloth for tool calling. I dont know what Im doing wrong, but certainly something is wrong. Help would be appreciated
2025-10-26T13:51:56
https://www.reddit.com/r/LocalLLaMA/comments/1ogl5hl/tool_calling_with_tabbyapi_and_exllamav3/
Flashy_Management962
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1970-01-01T00:00:00
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1ogl5hl
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false
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self
4
null
🚀 Sleepless Agent — Turn Your Unused Claude Credits into an Autonomous AgentOS
0
Ever looked at your Claude credits and thought… *“man, I’m not even using half of these”?* What if you could turn that unused compute into something **that works while you sleep**? That’s what [**Sleepless Agent**](https://github.com/context-machine-lab/sleepless-agent) is about — an **AgentOS built on Claude Code**...
2025-10-26T13:50:06
https://www.reddit.com/r/LocalLLaMA/comments/1ogl3yp/sleepless_agent_turn_your_unused_claude_credits/
TimeLover935
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogl3yp
false
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t3_1ogl3yp
/r/LocalLLaMA/comments/1ogl3yp/sleepless_agent_turn_your_unused_claude_credits/
false
false
self
0
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What AI voice / TTS model is used in these YouTube videos?
0
Hey everyone, I came across these two YouTube videos and was wondering if anyone recognizes the AI voice or text-to-speech model being used in them: * [https://www.youtube.com/watch?v=yXbda83VERk](https://www.youtube.com/watch?v=yXbda83VERk) * [https://www.youtube.com/watch?v=o-L-8AYMD2w](https://www.youtube.com/watch...
2025-10-26T13:25:16
https://www.reddit.com/r/LocalLLaMA/comments/1ogkjzs/what_ai_voice_tts_model_is_used_in_these_youtube/
Evening-Wolverine997
self.LocalLLaMA
1970-01-01T00:00:00
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/r/LocalLLaMA/comments/1ogkjzs/what_ai_voice_tts_model_is_used_in_these_youtube/
false
false
self
0
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Gowall - OCR with LLM's ,Traditional, Hybrid, AI Image upscaling (Swiss Army knife for image processing)
2
Greetings fellas, Gowall is a swiss army knife for image processing but since this is a AI place im going to focus on 2-3 specific features of the whole catalog that gowall provides. Github link : https://github.com/Achno/gowall Docs: (visual examples,tips,use gowall with scripts): https://achno.github.io/gowall-doc...
2025-10-26T13:08:33
https://i.redd.it/ehur4h0lggxf1.png
FormationHeaven
i.redd.it
1970-01-01T00:00:00
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{}
1ogk6u3
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/r/LocalLLaMA/comments/1ogk6u3/gowall_ocr_with_llms_traditional_hybrid_ai_image/
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https://b.thumbs.redditm…HglRzB5LnxWo.jpg
2
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Gowall : OCR with LLMs ,Traditional, Hybrid, AI Image upscaling (Swiss Army knife for image processing)
1
[removed]
2025-10-26T13:00:36
https://i.redd.it/x9ffo0e3fgxf1.png
FormationHeaven
i.redd.it
1970-01-01T00:00:00
0
{}
1ogk0td
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t3_1ogk0td
/r/LocalLLaMA/comments/1ogk0td/gowall_ocr_with_llms_traditional_hybrid_ai_image/
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https://b.thumbs.redditm…yIOIJzMXF9Lw.jpg
1
{'enabled': True, 'images': [{'id': 'G8CjbwuQCp4QyWUEysmiw2DNzOFVp06eMY5U-S3KD7M', 'resolutions': [{'height': 57, 'url': 'https://preview.redd.it/x9ffo0e3fgxf1.png?width=108&crop=smart&auto=webp&s=92c4f2cc8b4eadc47c6f84017729c497375e8e7d', 'width': 108}, {'height': 114, 'url': 'https://preview.redd.it/x9ffo0e3fgxf1.png...
All thinking MOE models behave like this? "wait, but, wait, but, also, wait, but". In some ways checking thinking enjoyable and fun. Is this an army of experts arguing with each other? I give corrections that now 2025 and the 5060 ti exists, it's the same as the 4060ti but 20-30% more powerful.
0
"Wait, but in their message, they wrote "5060ti" with lowercase 't' and no space? Maybe it's a typo for "4060ti". So the correct term is RTX 4060 Ti, not 5060. Let me clarify that." "Also, they mentioned "16 gb" but the 4060 Ti typically has 8GB or 12GB of VRAM. Wait, maybe they're referring to a different variant ...
2025-10-26T12:59:44
https://www.reddit.com/gallery/1ogk05b
R_dva
reddit.com
1970-01-01T00:00:00
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1ogk05b
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https://b.thumbs.redditm…62MMNut507IU.jpg
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null
Qwen offers similar UI to openai - free, has android app
0
[https://chat.qwen.ai/](https://chat.qwen.ai/) \- free qwen3 max
2025-10-26T12:56:16
https://www.reddit.com/r/LocalLLaMA/comments/1ogjxp5/qwen_offers_similar_ui_to_openai_free_has_android/
cranberrie_sauce
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogjxp5
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null
t3_1ogjxp5
/r/LocalLLaMA/comments/1ogjxp5/qwen_offers_similar_ui_to_openai_free_has_android/
false
false
self
0
null
Gowall v0.2.3 - OCR with VLM's Traditional & Hybrid, AI Image upscaling (Swiss Army knife for image processing)
1
[removed]
2025-10-26T12:56:03
https://i.redd.it/9nbzysedegxf1.png
FormationHeaven
i.redd.it
1970-01-01T00:00:00
0
{}
1ogjxjs
false
null
t3_1ogjxjs
/r/LocalLLaMA/comments/1ogjxjs/gowall_v023_ocr_with_vlms_traditional_hybrid_ai/
false
false
https://b.thumbs.redditm…V2bx_HCqsBeE.jpg
1
{'enabled': True, 'images': [{'id': 'WBYX_pPw0kN2SgsoaEA12SlCfTVu4Vpe_PVPkpA0-ls', 'resolutions': [{'height': 57, 'url': 'https://preview.redd.it/9nbzysedegxf1.png?width=108&crop=smart&auto=webp&s=bd24e3e1f3490b58938e52878287f122864ca968', 'width': 108}, {'height': 114, 'url': 'https://preview.redd.it/9nbzysedegxf1.png...
Gowall v0.2.3 - OCR with VLM's Traditional & Hybrid, AI Image upscaling (Swiss Army knife for image processing)
1
[removed]
2025-10-26T12:53:15
https://www.reddit.com/r/LocalLLaMA/comments/1ogjvh9/gowall_v023_ocr_with_vlms_traditional_hybrid_ai/
FormationHeaven
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogjvh9
false
null
t3_1ogjvh9
/r/LocalLLaMA/comments/1ogjvh9/gowall_v023_ocr_with_vlms_traditional_hybrid_ai/
false
false
self
1
{'enabled': False, 'images': [{'id': 'rlcRAALTkA8Mgf4C9DU_92vvW9z7yfOz9Ql-sxUHlM8', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/rlcRAALTkA8Mgf4C9DU_92vvW9z7yfOz9Ql-sxUHlM8.png?width=108&crop=smart&auto=webp&s=13472a977464762a8fbad43413bae08041aaa00f', 'width': 108}, {'height': 108, 'url': 'h...
Poor GPU Club : Good Worthy Pruned models?
38
Wanted to explore more on this after seeing recent threads( [3](https://www.reddit.com/r/LocalLLaMA/comments/1oefu29/cerebras_reapd_glm46_25_30_40_pruned_fp8/) , [2](https://www.reddit.com/r/LocalLLaMA/comments/1obrde8/cerebras_reap_update_pruned_checkpoints_for/) , [1](https://www.reddit.com/r/LocalLLaMA/comments/1o98...
2025-10-26T12:50:38
https://www.reddit.com/r/LocalLLaMA/comments/1ogjtkn/poor_gpu_club_good_worthy_pruned_models/
pmttyji
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogjtkn
false
null
t3_1ogjtkn
/r/LocalLLaMA/comments/1ogjtkn/poor_gpu_club_good_worthy_pruned_models/
false
false
self
38
{'enabled': False, 'images': [{'id': 'An0iJLapq-5CUQQlm3lWegevVWf7wlANjmn1iOwCTqk', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/An0iJLapq-5CUQQlm3lWegevVWf7wlANjmn1iOwCTqk.png?width=108&crop=smart&auto=webp&s=c58faeb60d6cd1478f77717010b54d2ec5ab95aa', 'width': 108}, {'height': 116, 'url': 'h...
Should I keep my GeForce RTX 5060 Ti?
2
Hi everyone, For the past 9-12 months I been thinking in getting into local AI + learning CUDA programming. I never expected to run very large models as I am on a very thight budget (\~ 600$), so I have been postponing it foever. Anyway, I am more interested in the CUDA programming part. My idea is to take it as a h...
2025-10-26T12:42:35
https://www.reddit.com/r/LocalLLaMA/comments/1ogjnsz/should_i_keep_my_geforce_rtx_5060_ti/
Accomplished_Ad4103
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogjnsz
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t3_1ogjnsz
/r/LocalLLaMA/comments/1ogjnsz/should_i_keep_my_geforce_rtx_5060_ti/
false
false
self
2
null
Cheaper & faster LLM stack in 2025: Kimi/Qwen vs OpenAI
23
[Chamath Palihapitiya](https://preview.redd.it/v0ddm42g9gxf1.png?width=680&format=png&auto=webp&s=7f75f7809cead99b006dc49dc76a53f453f06a8f) https://preview.redd.it/dmbx1rcl9gxf1.png?width=1196&format=png&auto=webp&s=154810c46f400e52c2ef4cef6c6a44c79fab9fef The valley is built on open-source models? On the All-In pod...
2025-10-26T12:37:45
https://www.reddit.com/r/LocalLLaMA/comments/1ogjkfj/cheaper_faster_llm_stack_in_2025_kimiqwen_vs/
nekofneko
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogjkfj
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t3_1ogjkfj
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https://b.thumbs.redditm…ch-9YAwPpLfs.jpg
23
null
Is SSM dead now?
32
I tried researching about it and found almost all of the news and information is 1 years ago. Is it discontinued?
2025-10-26T11:39:31
https://www.reddit.com/r/LocalLLaMA/comments/1ogigyu/is_ssm_dead_now/
Spapoxl
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogigyu
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t3_1ogigyu
/r/LocalLLaMA/comments/1ogigyu/is_ssm_dead_now/
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32
null
Using GLM 4.6 to understand it's limitations
30
ERROR: type should be string, got "https://preview.redd.it/gq9yiommnfxf1.png?width=1994&format=png&auto=webp&s=04be61d0c1fe988448c06878ea77b577ddd6aee1\n\nThe actual loosing point will start at 30% less than the number in the table. For example, tool calling actually starting to fail randomly at 70k context."
2025-10-26T10:27:40
https://www.reddit.com/r/LocalLLaMA/comments/1ogh8ec/using_glm_46_to_understand_its_limitations/
Vozer_bros
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogh8ec
false
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t3_1ogh8ec
/r/LocalLLaMA/comments/1ogh8ec/using_glm_46_to_understand_its_limitations/
false
false
https://a.thumbs.redditm…uF7crpypRrQ0.jpg
30
null
can anybody tell me that how deepseek 3.1 trading i want to know how i can do this same thing , right now 3.1 as a open source model and only model have a return rate of 50 percent so can u guys help me so i can use this open source model for good use
0
2025-10-26T10:12:08
https://i.redd.it/sxf77eeukfxf1.png
Select_Dream634
i.redd.it
1970-01-01T00:00:00
0
{}
1oggzgr
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t3_1oggzgr
/r/LocalLLaMA/comments/1oggzgr/can_anybody_tell_me_that_how_deepseek_31_trading/
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https://b.thumbs.redditm…uFWwTMRe-qyI.jpg
0
{'enabled': True, 'images': [{'id': 'qQ6ELRxRtvcDhS8gAJA8x6i-pAUFtmXbGyU7H3pKDDk', 'resolutions': [{'height': 33, 'url': 'https://preview.redd.it/sxf77eeukfxf1.png?width=108&crop=smart&auto=webp&s=f1f6f3cdd5b0078f2baf4638dbd801f851b2c857', 'width': 108}, {'height': 66, 'url': 'https://preview.redd.it/sxf77eeukfxf1.png?...
GraphScout: Intelligent Routing for Local LLM Agent Workflows
2
# The Local LLM Orchestration Challenge When running local models, every token matters. You can't afford to waste inference calls on irrelevant agent sequences. Static routing often over-provisions—calling agents "just in case" because the logic can't adapt to actual query content. GraphScout provides runtime path di...
2025-10-26T09:22:42
https://i.redd.it/akbwnyzbcfxf1.jpeg
marcosomma-OrKA
i.redd.it
1970-01-01T00:00:00
0
{}
1ogg723
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t3_1ogg723
/r/LocalLLaMA/comments/1ogg723/graphscout_intelligent_routing_for_local_llm/
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https://b.thumbs.redditm…Vw_D0Sx2NKnI.jpg
2
{'enabled': True, 'images': [{'id': '60rH69BXQ6YhYaihHuExpw-A0es3y8SRkwLFT7vRFb0', 'resolutions': [{'height': 45, 'url': 'https://preview.redd.it/akbwnyzbcfxf1.jpeg?width=108&crop=smart&auto=webp&s=5588911ed73b73048bad39cdfa27f40670e0433e', 'width': 108}, {'height': 90, 'url': 'https://preview.redd.it/akbwnyzbcfxf1.jpe...
Why didn't LoRA catch on with LLMs?
279
## Explanation of LoRA for the folks at home I only know it from the image generation Stable Diffusion world, and I only tried that briefly, so this won't be 100% exact. Let's say your image generation model is Stable Diffusion 1.5, which came out a few years ago. It can't know the artstyle of a new artist that came ...
2025-10-26T09:22:15
https://www.reddit.com/r/LocalLLaMA/comments/1ogg6sz/why_didnt_lora_catch_on_with_llms/
dtdisapointingresult
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogg6sz
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t3_1ogg6sz
/r/LocalLLaMA/comments/1ogg6sz/why_didnt_lora_catch_on_with_llms/
false
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self
279
null
GLM 4.5 air for coding
16
You who use a local glm 4.5 air for coding, can you please share your software setup? I have had some success with unsloth q4_k_m on llama.cpp with opencode. To get the tool usage to work I had to use a jinja template from a pull request, and still the tool calling fails occasionally. Tried unsloth jinja template from...
2025-10-26T08:46:12
https://www.reddit.com/r/LocalLLaMA/comments/1ogfmt4/glm_45_air_for_coding/
Magnus114
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogfmt4
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t3_1ogfmt4
/r/LocalLLaMA/comments/1ogfmt4/glm_45_air_for_coding/
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self
16
null
DemyAgent
2
Hi, Did anyone of you already try the new DemyAgent Model? How did it perform for you? For a small model it should be very good - according to Benchmarks (but again I fear it's just benchmaxxed)
2025-10-26T08:43:05
https://www.reddit.com/r/LocalLLaMA/comments/1ogfl3a/demyagent/
Old-Cardiologist-633
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogfl3a
false
null
t3_1ogfl3a
/r/LocalLLaMA/comments/1ogfl3a/demyagent/
false
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self
2
null
deepseek ocr
1
can i use the new deepseek ocr locally and include it to a flutter project without using any api , what that going to cost me
2025-10-26T08:31:24
https://www.reddit.com/r/LocalLLaMA/comments/1ogfefw/deepseek_ocr/
iimo_cs
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogfefw
false
null
t3_1ogfefw
/r/LocalLLaMA/comments/1ogfefw/deepseek_ocr/
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null
Use Cases for DeepSeek-OCR
0
I've been focused on other models for the last couple of months and haven't kept up on the most current releases. Can someone give me a plain English explanation of the the core use cases for DeepSeek-OCR?
2025-10-26T08:23:27
https://www.reddit.com/r/LocalLLaMA/comments/1ogfa1y/use_cases_for_deepseekocr/
seoulsrvr
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1ogfa1y
false
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t3_1ogfa1y
/r/LocalLLaMA/comments/1ogfa1y/use_cases_for_deepseekocr/
false
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self
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null