ling-cookbook
ling-cookbook is Guide, document and practical tips for getting the most out of the Ling model series. - inclusionAI/ling-cookbook. It is ranked #4732 on the Dev Radar, in AI dev tools, first seen 15 days ago and shared in 4 posts (27.6k views).
ling-cookbook/guide/local-deploy/ling-3.0-flash/dgx-spark-sglang-ling-3-flash-mxfp4-humming.ipynb at main · inclusionAI/ling-cookbook · GitHub Skip to content Navigation Menu Sign in Search / Sign in Sign up Appearance settings You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} Repository navigation Files Expand file tree main / dgx-spark-sglang-ling-3-flash-mxfp4-humming.ipynb Copy path Blame More file actions Blame More file actions…
What people said about ling-cookbook on X
🔥蚂蚁百灵 Ling-3.1 Flash 正式开源！560B MoE，1M 上下文，本地 4 卡可跑！ 关键要点： 🔹总参 560B，激活仅 25B 🔹量化后权重从 534GB 降至 292GB，Hopper 从 8 卡降到 4 卡 🔹AA 智能指数 41，约 210 tok/s，混合价约 $0.19/M tokens 🔹专为办公、长周期编码与复杂 Agent 优化，MIT 开源 🤗 https://huggingface.co/inclusionAI/Ling-3.1-flash 💻 https://github.com/inclusionAI/ling-cookbook #蚂蚁百灵 #Ling31Flash…
— @NFT_Chen, 15 days ago · 86 likes · see the post
💥牛哇！蚂蚁百灵Ling-3.1 Flash 1019在AA Intelligence Index上直接飙到44分，从原版41分跃升3分！反超Kimi K3，逼平Step 5 Preview，正式杀进国产第一梯队！ 对比主流国产模型（AA Index v4.3.2）： 🔹DeepSeek V4.1 Flash 1017：45分（目前国产最高之一，agentic+知识双提升） 🔹GLM 5.3：45分（并列顶尖开源档） 🔹Step 5 Preview：44分（与Ling 1019完全持平） 🔹Kimi K3：44分（被Ling 1019正式反超） 🔹Claude Haiku 5.5：43分（Ling 1019已超越）…
— @NFT_Chen, 8 days ago · 78 likes · see the post
🔥重磅！蚂蚁百灵开源Ming-3.0语音系列，5款模型一次到位！ 覆盖语音合成、音频理解与对话、语音识别，MIT协议已上HF/ModelScope。 核心亮点： 🔹TTS：文字描述音色 + 导演模式控情绪/重音/节奏 🔹Audio：长音频直接理解+结构化输出 🔹ASR：方言+热词+上下文感知 快速上手： 1️⃣打开集合下载权重：https://huggingface.co/collections/inclusionAI/ming-30 2️⃣TTS推荐克隆仓库：https://github.com/inclusionAI/Ming-3.0-tts 3️⃣安装依赖后按README跑推理（0.5B最轻量）…
— @NFT_Chen, 10 days ago · 28 likes · see the post
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ling-cookbook in numbers
- Rank on the Dev Radar: #4732 of 8801
- Shared in 4 posts by 1 account: @NFT_Chen
- 27.6k views on those posts
- First seen 15 days ago, last shared 1 days ago
- Pricing seen by AGK Intelligence: open source
- Market: AI dev tools
FAQ
What is ling-cookbook?
Guide, document and practical tips for getting the most out of the Ling model series. - inclusionAI/ling-cookbook It was first shared on X 15 days ago and is ranked #4732 on the Dev Radar.
Is ling-cookbook free?
It is open source.
Who shared ling-cookbook?
1 account on X, including @NFT_Chen, in 4 posts totalling 27.6k views.
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.2k posts from 5k X accounts over the last 21 days, 8.8k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-10-30 21:12 UTC. Full method.