/lmg/ - a general dedicated to the discussion and development of local language models.Previous threads: >>108545906 & >>108542843►News>(04/07) GLM-5.1 (almost) released: https://hf.co/collections/zai-org/glm-51>(04/06) DFlash: Block Diffusion for Flash Speculative Decoding: https://z-lab.ai/projects/dflash>(04/06) ACE-Step 1.5 XL 4B released: https://hf.co/collections/ACE-Step/ace-step-15-xl>(04/05) HunyuanOCR support merged: https://github.com/ggml-org/llama.cpp/pull/21395>(04/02) Gemma 4 released: https://blog.google/innovation-and-ai/technology/developers-tools/gemma-4►News Archive: https://rentry.org/lmg-news-archive►Glossary: https://rentry.org/lmg-glossary►Links: https://rentry.org/LocalModelsLinks►Official /lmg/ card: https://files.catbox.moe/cbclyf.png►Getting Startedhttps://rentry.org/lmg-lazy-getting-started-guidehttps://rentry.org/lmg-build-guideshttps://rentry.org/IsolatedLinuxWebServicehttps://rentry.org/recommended-modelshttps://rentry.org/samplershttps://rentry.org/MikupadIntroGuide►Further Learninghttps://rentry.org/machine-learning-roadmaphttps://rentry.org/llm-traininghttps://rentry.org/LocalModelsPapers►BenchmarksLiveBench: https://livebench.aiProgramming: https://livecodebench.github.io/gso.htmlContext Length: https://github.com/adobe-research/NoLiMaGPUs: https://github.com/XiongjieDai/GPU-Benchmarks-on-LLM-Inference►ToolsAlpha Calculator: https://desmos.com/calculator/ffngla98ycGGUF VRAM Calculator: https://hf.co/spaces/NyxKrage/LLM-Model-VRAM-CalculatorSampler Visualizer: https://artefact2.github.io/llm-samplingToken Speed Visualizer: https://shir-man.com/tokens-per-second►Text Gen. UI, Inference Engineshttps://github.com/lmg-anon/mikupadhttps://github.com/oobabooga/text-generation-webuihttps://github.com/LostRuins/koboldcpphttps://github.com/ggerganov/llama.cpphttps://github.com/theroyallab/tabbyAPIhttps://github.com/vllm-project/vllm
>>108550153Based on the provided 4chan /aicg/ thread, the general consensus on Gemma 4 is overwhelmingly positive, particularly regarding its capabilities for local hosting and roleplay (RP).1. Performance and Quality "Mogs" Corporate Models: One user claims it "MOGS Opus" (referring to Claude Opus), and another describes it as a "massive upgrade for local," noting that a 31B model performing at that level was previously a "pipedream." Freshness: A Gemini user mentions they currently prefer Gemma 4 because it "feels a lot fresher." Intelligence: It is described as "pretty good actually" and "at or below chink level" (referring to high-performing Chinese models like DeepSeek).2. Censorship and "Gooning" (NSFW Content) Uncensored: Users actively share "proof" that Gemma 4 is "100% uncensored," using it for explicit "gooning" and "filthy" roleplays. Lack of "Slop": One user notes that "slop" (repetitive or generic AI writing) is "virtually nonexistent by default" unless introduced by the user's own presets. Better than Gemini for RP: A user prefers it over Gemini because it doesn't "dump the entire content of character descriptions every single time."3. Technicals and Local Hosting Efficiency: Users are impressed by the speeds; one reports running a MoE (Mixture of Experts) version on 12GB VRAM / 32GB RAM at 25 tokens per second. Accessibility: It is discussed as being available via OpenRouter, Google AI Studio, and as local GGUF files (specifically mentioning a gemma-4-26B-A4B-it-MXFP4_MOE.gguf version). Stability Issues: One user reports that the model can "break down" with long contexts (around 20k tokens) and multiple images, leading to repetitive output (e.g., outputting "laaang long" repeatedly).Overall Verdict from /aicg/:The community views Gemma 4 as the "new meta" for local AI, praising it for being powerful yet lean enough to run on consumer hardware while remaining unrestricted for adult content.
What would you do if you knew the world was ending in 8 hours?
>>532627432Probably not hanging at 4chan my last hours.
>>532631443Your pic says it all, Kek elected Trump. The Only function of 4chan as it stands today is to gather the armies of Armageddon, as per Rev. 16:13-6
Visual Novel General #7522This general is for the discussion of English-translated Japanese visual novels.All posting of untranslated visual novels belongs on >>>/jp/E-celeb shitposting is not allowed.Kindly use spoiler tags appropriately when discussing plot spoilers to facilitate smooth discussion.>Having trouble with your VN? Try the following before you ask for tech support:1. Be in Japanese locale2. Read the Readme3. Check https://rentry.org/4chan-vn-help4. Copy error messages with CTRL+C and paste them with CTRL+V into DeepL5. Google it>FAQs, Recommendations, and Other Useful Things:https://chartanon.github.io/moechart/https://files.catbox.moe/j3dd0n.pnghttps://github.com/marisukukise/japReader>Need a novel with a specific element?https://vndb.org/g>Download Links:https://rentry.org/4chan-vn-linksPrevious thread: >>562748926
>>562852975No one cares about one piss, troon. >>>/a/
>Be me>Go to gym>See girl I asked out 5 months ago who gave me a "I can't" response despite seemingly being into me>Get home>Want to kms>Mid 20s and never had a yes from a girl>Literally what is the fucking point
>Be me>Go to gym>don't see anything except the weights>lift until I'm in too much pain to keep moving>completely soaked in sweat and cum (I ejaculate when I lift hard)>roll and slide back home on my lubrication>get on 4chan>see some retard talking about gym girls>write thisFocus on the gym when you're at the gym retard
/pol/ - xitter screenshots
elon personally bribed 4chan mods to let the site serve as free ad space for twitterwell in that sense it’s technically not free, but you get the idea
>>736544702But enough about your desktop PC you only use for 4chan
Anons design my apartment
My final design.>looks big because there are no compartments and there is an open space in the middle>The Great Wall of Kallax is a cool feature instead of stuffed wherever>4chan desk has it's own little nook>TV faces away from the windows to limit reflections>the bed is next to the closets and you still sort of face the door (important)
Stop listening to Tucker Carlsonhttps://x.com/RepFine/status/2041516949729939620
>>532631706MAGA is Jewish. Tucker finally woke up but now we have the IDF making a bunch of 4chan threads like this shit is reddit
Sk8s EditionLast time on /degen/: >>947802969>>> Local install <<<ComfyUI (Experienced):https://github.com/comfyanonymous/ComfyUIForge (Advanced):https://github.com/lllyasviel/stable-diffusion-webui-forgeEasy Diffusion (Beginner):https://easydiffusion.github.io/>>> Online Image Generators <<<Bing/Copilot:https://www.bing.com/images/createCivitai:https://civitai.com/Tensor:https://tensor.art/(SFW)||https://tensorhub.art/(NSFW)Pixai:https://pixai.art/Grok:https://grok.com/imaginePerchance:https://perchance.org/generators>>> FAQ <<<Tags for Prompting:https://danbooru.donmai.us/wiki_pages/tag_groupsModels/Embeddings/Characters/Prompts:https://civitai.comLoRa Training:https://github.com/derrian-distro/LoRA_Easy_Training_ScriptsSamplers:https://stable-diffusion-art.com/samplers/AMD GPU:https://rentry.co/sdg-link#amd-gpuLink Hub:https://rentry.co/sdg-linkOP Pasta:https://rentry.co/degenpastaArchive:https://thebarchive.com/b/search/subject/DEGENerated/Archive Alternative:https://archived.moe/b/search/subject/DEGENerated/>>> Related boards (their OP may have additional resources) <<<>>>/aco/sdg>>>/d/ddg>>>/e/edg>>>/g/sdg>>>/g/ldg>>>/h/hdg>>>/trash/sdg>>>/trash/slop>>>/u/udg>>>/vt/vtai>>>/vg/aids>>>/y/ydg
>>947808492>>947808544Mostly just lots of hate - this is 4chan. Also, stalkers and weirdos. Non-stop demands. Discord invites over and over to join clubs of gooners. It never stops.