4stats.io

0.56 posts/min - 48 replies - 1h 25m

/ldg/ - Local Diffusion General

Discussion of Free and Open Source Text-to-Image/Video Models
Prev: >>107521131
https://rentry.org/ldg-lazy-getting-started-guide
>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP
>Checkpoints, LoRAs, Upscalers, & Workflows
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info
https://openart.ai/workflows
>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/kohya-ss/musubi-tuner
https://github.com/kohya-ss/sd-scripts
https://github.com/tdrussell/diffusion-pipe
>Z Image Turbo
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo
>WanX
https://github.com/Wan-Video/Wan2.2
>NetaYume
https://civitai.com/models/1790792?modelVersionId=2298660
https://nieta-art.feishu.cn/wiki/RY3GwpT59icIQlkWXEfcCqIMnQd
>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46
>Illustrious
https://rentry.org/comfyui_guide_1girl
https://tagexplorer.github.io/
>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe|https://litterbox.catbox.moe/
GPU Benchmarks: https://chimolog.co/bto-gpu-stable-diffusion-specs/
Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-one
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Bakery: https://rentry.org/ldgcollage
>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/r/realistic+parody
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg
>Local Text
>>>/g/lmg
>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon

0.43 posts/min - 246 replies - 9h 35m

/pcbg/ - PC Building General

>UPGRADE & BUILD ADVICE
Post build list or current specs including MONITOR: https://pcpartpicker.com/
Provide specific use cases
State BUDGET and COUNTRY or you will NOT be helped
Guide: https://igwiki.lyci.de/wiki/Build_a_PC
>CASE
mATX: AP201, Lian Li A3, O11 Air Mini, XT M3, CH260
ATX: XT PRO (ULTRA), AIR 903 Base/MAX, Lancool 207/217, Flux Pro, Meshify 3, 4000D FRAME, X50
Dual Chamber: Y60/70, O11 Vision, Antec C8
>CPU
Budget: 7500F, 7600/X, 9600/X, 14400F
Gaming: 9800X3D, 7800X3D, 9700X, 14600K
Workstation: 9950X3D, 9950X, 9900X, 265K
>COOLER
AIO: Thermalright Frozen Edge, Cooler Master Atmos, Lian Li GA II Lite, Corsair Nautilus RS
Dual tower: A620 PRO SE, Peerless Assassin 120 SE V3, NH-D15 G2
ITX/>42mm RAM: Mugen 6 Dual Fan, AXP120-X67
TIM: MX-6, Duronaut, PTM7950 (phase change)
>MOTHERBOARD
Avoid ASRock AM5 boards, CPU degradation issues still reported.
https://mobomaps.com/
>RAM
DDR5: 2x16GB or 2x24GB, 6000CL30 (AMD), 6400CL32 (Intel)
Workstation: 2x 32GB (budget), 2x48GB or 2x64GB (high-end)
>SSD (Keep firmware updated)
Budget: SN7100, NM790
High-end: SN850X, 990 Pro (Windows)
Premium: SN8100
https://borecraft.com/
>GPU
Budget: Arc B580 (for new builds), used card
Midrange: 9060 XT 16GB, 5060 TI 16GB, 5070
High-end 1440p & Midrange 4K: 9070 XT, 5070 Ti
Premium: 5090
>PSU
Buying guide:
https://hwbusters.com/best_picks/best-atxv3-pcie5-ready-psus-picks-hardware-busters/
>MONITOR
1080p: 24" 165/180hz IPS, KTC H25X7
1440p: 27" 165/180hz IPS, KTC M27T6 (miniLED), ASUS XG27AQWMG (WOLED)
4K:KTC M27P6 (miniLED)
>OS
Activate Windows @ >>>/g/fwt
>CASE FANS
Meta: Case with good stock PWM fans
Midrange: Arctic P12 Pro, P14 Pro (5-pack, loud @ higher RPM)
High-end: Fractal Momentum, Noctua G2 (140mm or 120mm)
Prev: >>107518324

0.38 posts/min - 177 replies - 7h 50m

/aocg/ - Advent of Code General #20

The Morning After Edition.
>Advent of Code is an Advent calendar of small programming puzzles for a variety of skill sets and skill levels that can be solved in any programming language you like. People use them as a speed contest, interview prep, company training, university coursework, practice problems, or to challenge each other.
https://adventofcode.com/
/g/ leaderboard join code:
224303-2c132471
anonymous-only leaderboard:
383378-dd1e2041
See also: https://obonofcode.com/ (Summer 2026)
Previous thread: >>107515633

0.36 posts/min - 314 replies - 14h 36m

/ldg/ - Local Diffusion General

Discussion of Free and Open Source Text-to-Image/Video Models
Prev: >>107517471
https://rentry.org/ldg-lazy-getting-started-guide
>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP
>Checkpoints, LoRAs, Upscalers, & Workflows
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info
https://openart.ai/workflows
>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/kohya-ss/musubi-tuner
https://github.com/kohya-ss/sd-scripts
https://github.com/tdrussell/diffusion-pipe
>Z Image Turbo
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo
>WanX
https://github.com/Wan-Video/Wan2.2
>NetaYume
https://civitai.com/models/1790792?modelVersionId=2298660
https://nieta-art.feishu.cn/wiki/RY3GwpT59icIQlkWXEfcCqIMnQd
>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46
>Illustrious
https://rentry.org/comfyui_guide_1girl
https://tagexplorer.github.io/
>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe|https://litterbox.catbox.moe/
GPU Benchmarks: https://chimolog.co/bto-gpu-stable-diffusion-specs/
Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-one
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Bakery: https://rentry.org/ldgcollage
>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/r/realistic+parody
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg
>Local Text
>>>/g/lmg
>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon

0.35 posts/min - 247 replies - 11h 48m

Has technology gone too far?

We're already in a cyberpunk hellhole

0.22 posts/min - 53 replies - 3h 57m

/lmg/ - Local Models General

/lmg/ - a general dedicated to the discussion and development of local language models.
Previous threads: >>107515387 & >>107503699
►News
>(12/10) GLM-TTS with streaming, voice cloning, and emotion control: https://github.com/zai-org/GLM-TTS
>(12/09) Introducing: Devstral 2 and Mistral Vibe CLI: https://mistral.ai/news/devstral-2-vibe-cli
>(12/08) GLM-4.6V (106B) and Flash (9B) released with function calling: https://z.ai/blog/glm-4.6v
>(12/06) convert: support Mistral 3 Large MoE #17730: https://github.com/ggml-org/llama.cpp/pull/17730
>(12/04) Microsoft releases VibeVoice-Realtime-0.5B: https://hf.co/microsoft/VibeVoice-Realtime-0.5B
►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 Started
https://rentry.org/lmg-lazy-getting-started-guide
https://rentry.org/lmg-build-guides
https://rentry.org/IsolatedLinuxWebService
https://rentry.org/recommended-models
https://rentry.org/samplers
https://rentry.org/MikupadIntroGuide
►Further Learning
https://rentry.org/machine-learning-roadmap
https://rentry.org/llm-training
https://rentry.org/LocalModelsPapers
►Benchmarks
LiveBench: https://livebench.ai
Programming: https://livecodebench.github.io/gso.html
Context Length: https://github.com/adobe-research/NoLiMa
GPUs: https://github.com/XiongjieDai/GPU-Benchmarks-on-LLM-Inference
►Tools
Alpha Calculator: https://desmos.com/calculator/ffngla98yc
GGUF VRAM Calculator: https://hf.co/spaces/NyxKrage/LLM-Model-VRAM-Calculator
Sampler Visualizer: https://artefact2.github.io/llm-sampling
►Text Gen. UI, Inference Engines
https://github.com/lmg-anon/mikupad
https://github.com/oobabooga/text-generation-webui
https://github.com/LostRuins/koboldcpp
https://github.com/ggerganov/llama.cpp
https://github.com/theroyallab/tabbyAPI
https://github.com/vllm-project/vllm

0.19 posts/min - 34 replies - 2h 59m

How the fuck are you meant to learn to code? As in properly, not the basic shit like a while loop. University teaches you fuck, internet is all bots and marketing leeches, search engines are unusable due to AI.

0.19 posts/min - 262 replies - 23h 12m

C is the most fun language.