4stats.io

0.83 posts/min - 252 replies - 5h 4m

/lmg/ - Local Models General

/lmg/ - a general dedicated to the discussion and development of local language models.
Previous threads: >>108273339
►News
>(02/24) Introducing the Qwen 3.5 Medium Model Series: https://xcancel.com/Alibaba_Qwen/status/2026339351530188939
>(02/24) Liquid AI releases LFM2-24B-A2B: https://hf.co/LiquidAI/LFM2-24B-A2B
>(02/20) ggml.ai acquired by Hugging Face: https://github.com/ggml-org/llama.cpp/discussions/19759
>(02/16) Qwen3.5-397B-A17B released: https://hf.co/Qwen/Qwen3.5-397B-A17B
>(02/16) dots.ocr-1.5 released: https://modelscope.cn/models/rednote-hilab/dots.ocr-1.5
►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
Token Speed Visualizer: https://shir-man.com/tokens-per-second
►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

0.62 posts/min - 275 replies - 7h 23m

/pcbg/ - PC Building General

>UPGRADE & BUILD ADVICE
Post build list or current specs: https://pcpartpicker.com/
Provide specific use cases and your BUDGET and COUNTRY
>CASE
mATX: AP201, Lian Li A3, O11 Air Mini, XT M3, CH260
ATX: XT PRO (ULTRA), AIR 903 Base/MAX, Lancool 207, Flux Pro, Meshify 3, 4000D FRAME, X50
Dual Chamber: Y60/70, O11 Vision, Antec C8
>CPU
Gaming: 14600K, 7/9600X, 7/9800X3D
Budget: 12400, 12600K, 7500F
Workstation: 265K, 9950X3D
*Multiple manufacturers report issues on AM5 platforms. New BIOS dropped.
*Raptor Lake microcode updating is mandatory
>COOLER
AIO: Thermalright Frozen Edge, Lian Li Galahad II Lite, Corsair Nautilus RS, Cooler Master Atmos, Liquid Freezer 3/Pro (AM5 mount icky)
ITX/>42mm RAM: Mugen 6 Dual Fan, AXP120-X67
TIM: MX-7, MX-4, Duronaut, *PTM 7950, Kryosheet
*Most listings online are not actually 7950
>RAM
DDR5: 2x16GB 6000CL30 (AM5), 6400CL32 (LGA 1700)
Workstation: 2x 32GB (budget), 2x64GB (high-end)
>STORAGE
[Keep NVME/SSD firmware updated]
Budget: SN7100, NM790
High-end: SN850X, 990 Pro (Windows)
Premium: SN8100
https://borecraft.com/
HDD prices also increasing YMMV
>GPU
Budget: Arc B580, 9060xt
-Used: 2080, 2080ti
*<16 gb constrained even at 1080p
Midrange: 5060ti 16GB, 9070, 5070
-Used: 3080, 3080ti, 4070 (~$380)
4k : 9070xt, 5070ti
Native/High-end: 5090
>PSU
Buying guide:
https://hwbusters.com/best_picks/best-atxv3-pcie5-ready-psus-picks-hardware-busters/
>MONITOR
1080p: 24" 165/180hz, KTC H25X7
1440p: 27" 165/180hz IPS, KTC M27T6 (miniLED), ASUS XG27AQWMG (WOLED but not yet in stores)
4K: KTC M27P6 (miniLED)
>OS
Activate Windows @ >>>/g/fwt
>CASE FANS
Meta: Case with good stock PWM fans
Midrange: Arctic P12 Pro, P14 Pro (loud @ higher RPM)
High-end: Fractal Momentum, Noctua G2 (140mm or 120mm)
Consider Noctua/Akasa silicone pins instead of screws for case use
Previous

0.55 posts/min - 115 replies - 3h 29m

Personal computing is dead.

0.43 posts/min - 115 replies - 4h 27m

Why does reddit feel toxic but 4chan doesn't?

0.27 posts/min - 55 replies - 3h 26m

/ldg/ - Local Diffusion General

Discussion of Free and Open Source Diffusion Models
Prev: >>108273262
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/tdrussell/diffusion-pipe
>Z
https://huggingface.co/Tongyi-MAI/Z-Image
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo
>Anima
https://huggingface.co/circlestone-labs/Anima
https://tagexplorer.github.io/
>Klein
https://huggingface.co/collections/black-forest-labs/flux2
>LTX-2
https://huggingface.co/Lightricks/LTX-2
>Wan
https://github.com/Wan-Video/Wan2.2
>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
Collage: 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

0.26 posts/min - 353 replies - 22h 58m

/lmg/ - Local Models General

/lmg/ - a general dedicated to the discussion and development of local language models.
Previous threads: >>108268616
►News
>(02/24) Introducing the Qwen 3.5 Medium Model Series: https://xcancel.com/Alibaba_Qwen/status/2026339351530188939
>(02/24) Liquid AI releases LFM2-24B-A2B: https://hf.co/LiquidAI/LFM2-24B-A2B
>(02/20) ggml.ai acquired by Hugging Face: https://github.com/ggml-org/llama.cpp/discussions/19759
>(02/16) Qwen3.5-397B-A17B released: https://hf.co/Qwen/Qwen3.5-397B-A17B
>(02/16) dots.ocr-1.5 released: https://modelscope.cn/models/rednote-hilab/dots.ocr-1.5
►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
Token Speed Visualizer: https://shir-man.com/tokens-per-second
►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

0.25 posts/min - 358 replies - 1d 0h 9m

/aicg/ - AI Chatbot General

/aicg/ - A general dedicated to the discussion and development of AI chatbots.
robot chud Edition
>News
Anthropic BLACKLISTED by US Govt: https://www.npr.org/2026/02/27/nx-s1-5729118/
Google Gemini 3.0 Pro Preview Deprecation soon: https://ai.google.dev/gemini-api/docs/deprecations
Google releases Gemini 3.1 Pro: https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-1-pro/
Anthropic releases Sonnet 4.6: https://www.anthropic.com/news/claude-sonnet-4-6
Alibaba Cloud releases Qwen 3.5: qwen.ai/blog?id=qwen3.5
Z.AI releases GLM-5: https://z.ai/blog/glm-5
Moonshot AI releases Kimi-K2.5: https://www.kimi.com/blog/kimi-k2-5.html
Google releases Gemini 3 Flash: https://blog.google/products/gemini/gemini-3-flash
Additional info: https://aicg.neocities.org/info.html
>Frontends
SillyTavern: https://docs.sillytavern.app
RisuAI: https://risuai.net
Agnai: https://agnai.chat | https://rentry.org/agnai_guides_
>Bots
https://characterhub.org [deprecated] | https://chub.ai
https://realm.risuai.net
https://char-archive.evulid.cc | https://char-archive.evulid.cc/shutdown.html
https://partyintheanchorhold.neocities.org
https://aicg.neocities.org/bots.html
>Models
Jailbreaks: https://rentry.org/jb-listing
GPT: https://platform.openai.com/docs
Claude: https://docs.anthropic.com | https://rentry.org/how2claude
Gemini: https://ai.google.dev/docs | https://rentry.org/gemini-qr
Deepseek: https://api-docs.deepseek.com
Local: >>>/g/lmg | https://aicg.neocities.org/local.html | https://openrouter.ai
>Botmaking
https://aicg.neocities.org/botmaking.html
https://desune.moe/aichared
https://agnai.chat/editor
>Meta
OP templates: https://rentry.org/aicgOP
aicg botmaking events: https://aicg.neocities.org/events.html
Lore: https://rentry.org/aicg_chronicles
Services assessment: https://rentry.org/aicg_meta
Logs: https://sprites.neocities.org/l/r | https://chatlogs.neocities.org
>Last thread: >>108263668

0.23 posts/min - 325 replies - 23h 13m

/ldg/ - Local Diffusion General

Encooodiiing Edition
Discussion of Free and Open Source Diffusion Models
Prev: >>108268751
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/tdrussell/diffusion-pipe
>Z
https://huggingface.co/Tongyi-MAI/Z-Image
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo
>Anima
https://huggingface.co/circlestone-labs/Anima
https://tagexplorer.github.io/
>Klein
https://huggingface.co/collections/black-forest-labs/flux2
>LTX-2
https://huggingface.co/Lightricks/LTX-2
>Wan
https://github.com/Wan-Video/Wan2.2
>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
Collage: 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