/lmg/ - a general dedicated to the discussion and development of local language models.

Previous threads: >>107084067 & >>107074052

►News
>(11/01) LongCat-Flash-Omni 560B-A27B released: https://hf.co/meituan-longcat/LongCat-Flash-Omni
>(10/31) Emu3.5: Native Multimodal Models are World Learners: https://github.com/baaivision/Emu3.5
>(10/30) Qwen3-VL support merged: https://github.com/ggml-org/llama.cpp/pull/16780
>(10/30) Kimi-Linear-48B-A3B released with hybrid linear attention: https://hf.co/moonshotai/Kimi-Linear-48B-A3B-Instruct
>(10/28) Brumby-14B-Base released with power retention layers: https://manifestai.com/articles/release-brumby-14b

►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

►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/leaderboard.html
Code Editing: https://aider.chat/docs/leaderboards
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

>that op pic
I’m going full nomad and I’ll have to leave my server in the storage container. Sucks that 4.6 Air isn't out yet