KP 康鹏
PLAYGROUND · 50 个项目 · 14 个方向

AI 游乐场

AI Playground

把正在发生的 AI 拿在手里玩一玩:机器人、世界模型、3D、语音和科学 AI,也有投研工具、文档解析、智能体、代码、翻译、搜索和评测榜单。每张卡片点开就能试。

Get your hands on the AI that is happening right now: robots, world models, 3D, speech and AI for science, plus research tools, document parsing, agents, code, translation, search and leaderboards. Open any card and try it.

HuggingFace 在部分网络环境下打不开。加载失败时,卡片会改成「在新窗口打开」,可能需要国际网络。
HuggingFace is unreachable on some networks. If a demo cannot load, the card switches to an "open in a new window" link.

00

伙伴展台

Partner showcase
seeles.aiSEELESeeleAgent
伙伴展台 · SEELE

一句话,一个智能体:游戏、图片、视频、3D 与代码,端到端完成

One prompt. One agent. Games, images, videos, 3D assets, and code — built end to end.

一句话生成可玩的游戏One prompt to a playable game从一句提示词,生成可以玩的完整游戏。One prompt to a playable game.
一个标签页做完One place to think, build, ship在同一个云端工作区里生成图片、视频、3D 资产、游戏和网页项目,文件、预览、对话和运行都在一个标签页里。Generate images, video, 3D assets, game builds and web projects; files, preview, agent chat and runtime in one tab.
自研基础模型In-house foundation models由多模态基础模型 Seele02 和 Seele PEGA 世界模型驱动,后者用于实时、物理驱动的 3D 世界。Powered by Seele02, a native multimodal foundation model, and the Seele PEGA Worldmodel for real-time, physics-driven 3D worlds.
三种引擎,开箱即多人Three engines, multiplayer out of the box支持 Three.js、Unity 6 和 Unreal,在浏览器里构建。Three.js, Unity 6 and Unreal, built in the browser.
技能库A growing library of skills技能库不断扩充,每种模态都有对应技能;调用一个技能,智能体端到端完成。A growing library of skills, one for every modality; invoke one and the agent runs it end to end.
300 万+ 创作者3M+ creators截至 2026 年,受到 300 万以上创作者信赖,可以免费开始。Trusted by 3M+ creators as of 2026. Free to start.
适用场景 · ScenariosAI 游戏生成3D 资产与场景视频图片代码世界构建

数据来源:SEELE 官网 seeles.ai(首页,2026-10-18 查阅)。原文为英文,中文为直译。
Source: seeles.ai (home page), accessed 2026-10-18. Original text in English; Chinese is a literal translation.

伙伴近况

Partner updates

SEELEseeles.ai

  1. LinkedIn

    Introducing SEELE02-ultra. Create interactive 3D games from your ideas.

    SEELE02-ultra 发布:把你的想法做成可交互的 3D 游戏。

    原帖 ↗
  2. LinkedIn

    Moving boxes sounds easy. Until the level starts fighting back.

    推箱子听起来很简单,直到关卡开始反击。

    原帖 ↗
  3. LinkedIn

    Your rules. Your chaos. Your game. Start with an idea.

    你的规则,你的混乱,你的游戏。从一个想法开始。

    原帖 ↗
  4. LinkedIn

    The finish line is only the beginning. 🏁 This 3D racing game, built with SEELE, revolves around one number: your personal best.

    终点线只是开始。🏁 这款用 SEELE 做的 3D 赛车游戏只围绕一个数字:你的个人最好成绩。

    原帖 ↗
  5. LinkedIn

    Made a game with Seele? Now give people a reason to play it.

    用 Seele 做好了游戏?现在给大家一个来玩的理由。

    原帖 ↗
  6. LinkedIn

    At midnight, an empty boat arrives at the pier.

    午夜,一条空船停靠在码头。

    原帖 ↗
  7. YouTube

    Type the game you imagine and watch it come to life.

    输入你想象的游戏,看它活过来。

    原帖 ↗
  8. YouTube

    Midnight Candy House

    午夜糖果屋

    原帖 ↗
  9. YouTube

    Experience the infinite game from Seele together!

    一起体验 Seele 的无限游戏!

    原帖 ↗
  10. YouTube

    Seele LMM is officially released — the first end-to-end 3D game multimodal large model.

    Seele LMM 正式发布:首个端到端 3D 游戏多模态大模型。

    原帖 ↗
  11. YouTube

    [50s] Speedrun SEELE-LMM — Text-driven!

    【50 秒】速通 SEELE-LMM:文字驱动!

    原帖 ↗
  12. YouTube

    SEELE LMM:the first end to end infinite gaming large multimodal.

    SEELE LMM:首个端到端无限游戏多模态大模型。

    原帖 ↗

来源:官方账号公开发布。标题照录原文,另一种语言为直译。更新于 2026-10-18 19:00(北京时间)。
Source: public posts from official accounts. Titles are quoted as published; the other language is a literal translation. Updated 2026-10-18 19:00 (Beijing time).

01

机器人与具身智能

Robotics & embodied AI6
pollen-roboticsMicroduck Sandbox

Microduck Sandbox

微型鸭子机器人的强化学习游乐场。MuJoCo 物理和策略网络都在浏览器里跑,用方向键让它走路或滑行。

A tiny duck robot running real RL policies in your browser. MuJoCo physics and the policy run locally; steer it with the arrow keys.

为什么推荐能直观看到「仿真里训练、真机上部署」这条具身路线的最小样本。Why it matters The smallest working example of the train-in-sim, deploy-on-robot path that embodied AI relies on.

pollen-robotics许可证 License · Apache-2.0点赞 Likes · 637

在新窗口打开 ↗
lerobotUnitree G1 · MuJoCo

Unitree G1 · MuJoCo

人形机器人 G1 在 MuJoCo 仿真里站立和行走。可以拖拽推它,看控制策略怎样稳住身体。

The G1 humanoid standing and walking in MuJoCo under a LeRobot policy. Drag to shove it and watch it keep its balance.

为什么推荐人形机器人的平衡控制,推一下就懂为什么这件事难。Why it matters Shove a humanoid and you see at once why balance control is hard.

lerobot许可证 License · Apache-2.0点赞 Likes · 9

在新窗口打开 ↗
lerobotLeRobot Dataset Visualizer

LeRobot Dataset Visualizer

浏览 LeRobot 格式的真实机器人数据集,同步回放摄像头画面和关节轨迹。

Browse real robot datasets in the LeRobot format, with synchronized camera video and joint trajectories.

为什么推荐具身智能拼的是数据,这里能亲眼看到真实机器人数据长什么样。Why it matters Embodied AI runs on data; this is where you see what real robot data looks like.

lerobot许可证 License · Apache-2.0点赞 Likes · 712

在新窗口打开 ↗
lerobotRobot Learning: A Tutorial

Robot Learning: A Tutorial

牛津大学和 HuggingFace 合写的机器人学习长篇教程,从经典控制讲到强化学习、模仿学习和通用机器人策略,附可运行代码。

A long-form robot learning tutorial from the University of Oxford and Hugging Face: classical control, reinforcement learning, imitation learning and generalist robot policies, with runnable code.

为什么推荐想系统看懂具身赛道的技术路线,这是一份免费、成体系的读物。Why it matters A free, structured read for anyone who wants to understand the technical roadmap of embodied AI.

lerobot许可证 License · 未声明点赞 Likes · 526

在新窗口打开 ↗
nvidiaCosmos3 Action Viewer

Cosmos3 Action Viewer

英伟达 Cosmos3 世界模型的机器人动作查看器,三种模式:给动作预测未来画面、从画面反推动作、直接输出下一步动作。

NVIDIA's viewer for robot action data running the Cosmos3 world model, with three modes: predict future frames from actions, infer actions from frames, or predict the next actions as a policy.

为什么推荐一个界面讲清「世界模型怎样给机器人用」,适合给非技术同事演示。Why it matters One screen that explains how world models serve robots; good for showing non-technical colleagues.

需要浏览器开启 WebGL 与硬件加速。 Needs WebGL and hardware acceleration.

nvidia许可证 License · Other(NVIDIA 许可)点赞 Likes · 45主组 · 世界模型 World models

在新窗口打开 ↗
HorizonRoboticsEmbodiedGen Text-to-3D

EmbodiedGen Text-to-3D

面向具身智能仿真的 3D 资产生成,用一句文字描述生成 3D 模型。

3D asset generation for embodied-AI simulation: describe an object in words, get a 3D model.

为什么推荐为机器人仿真批量造 3D 物体,是具身数据管线里容易被忽略的一环。Why it matters Mass-producing 3D objects for robot simulation, an easily overlooked link in the embodied data pipeline.

HorizonRobotics许可证 License · Apache-2.0点赞 Likes · 14主组 · 3D 3D

在新窗口打开 ↗
02

世界模型与视频生成

World models & video4
Wan-AIWan2.1

Wan2.1

开源视频生成模型 Wan2.1 的官方演示,用文字或图片生成短视频。

The official demo of Wan2.1, an open video generation model: text or image to short video.

为什么推荐开源视频生成的代表作之一,可以直接感受文生视频走到了哪一步。Why it matters One of the reference open video models; see for yourself how far text-to-video has come.

Wan-AI许可证 License · MIT点赞 Likes · 2,189

在新窗口打开 ↗
TencentARCSCoPE Camera Control

SCoPE Camera Control

给一张图和一条 3D 镜头轨迹,生成镜头按轨迹运动的视频。

Give it one image and a 3D camera path; it generates a video that follows the path.

为什么推荐用相机轨迹控制生成,是从「生成视频」走向「生成可探索世界」的一步。Why it matters Camera-path control is a step from generating videos to generating worlds you can move through.

TencentARC许可证 License · Apache-2.0点赞 Likes · 21

在新窗口打开 ↗
tencentHunyuanWorld-Mirror

HunyuanWorld-Mirror

腾讯混元的通用 3D 世界重建:输入几张图片(可选相机位姿、深度等先验),一次前向输出点云、深度、法线和相机参数。

Tencent Hunyuan's universal 3D world reconstruction: feed in a few images (optionally with camera poses, depth and other priors) and get point clouds, depth, normals and camera parameters in one forward pass.

为什么推荐世界模型和 3D 重建正在合流,这个 demo 把两者放在一起看。Why it matters World models and 3D reconstruction are converging; this demo shows both at once.

tencent许可证 License · 未声明(模型 腾讯混元社区许可)点赞 Likes · 196

在新窗口打开 ↗
nvidiaCosmos3 Action Viewer

Cosmos3 Action Viewer

英伟达 Cosmos3 世界模型的机器人动作查看器,三种模式:给动作预测未来画面、从画面反推动作、直接输出下一步动作。

NVIDIA's viewer for robot action data running the Cosmos3 world model, with three modes: predict future frames from actions, infer actions from frames, or predict the next actions as a policy.

为什么推荐一个界面讲清「世界模型怎样给机器人用」,适合给非技术同事演示。Why it matters One screen that explains how world models serve robots; good for showing non-technical colleagues.

需要浏览器开启 WebGL 与硬件加速。 Needs WebGL and hardware acceleration.

nvidia许可证 License · Other(NVIDIA 许可)点赞 Likes · 45

在新窗口打开 ↗
03

3D 生成

3D generation4
microsoftTRELLIS.2

TRELLIS.2

从一张图片生成高保真 3D 模型,可以旋转查看并导出。

High-fidelity 3D generation from a single image; rotate it and export.

为什么推荐一张图到高精度 3D 资产,是 3D 内容生产成本下降最直观的证据。Why it matters One image to a high-fidelity 3D asset: the clearest evidence that 3D content is getting cheap to make.

microsoft许可证 License · MIT点赞 Likes · 2,236

在新窗口打开 ↗
HorizonRoboticsEmbodiedGen Text-to-3D

EmbodiedGen Text-to-3D

面向具身智能仿真的 3D 资产生成,用一句文字描述生成 3D 模型。

3D asset generation for embodied-AI simulation: describe an object in words, get a 3D model.

为什么推荐为机器人仿真批量造 3D 物体,是具身数据管线里容易被忽略的一环。Why it matters Mass-producing 3D objects for robot simulation, an easily overlooked link in the embodied data pipeline.

HorizonRobotics许可证 License · Apache-2.0点赞 Likes · 14

在新窗口打开 ↗
tencentHunyuan3D-2.1

Hunyuan3D-2.1

腾讯混元 3D 2.1:从一张图片生成带材质贴图的 3D 模型,支持 PBR 材质。

Tencent Hunyuan3D 2.1: generate a textured 3D model from a single image, with PBR materials.

为什么推荐开源 3D 生成里点赞最多的项目之一,可以和 TRELLIS.2 对照着玩。Why it matters One of the most-liked open 3D generators; try it side by side with TRELLIS.2.

tencent许可证 License · 未声明(模型 腾讯混元社区许可)点赞 Likes · 2,309

在新窗口打开 ↗
tencentHunyuanWorld-Mirror

HunyuanWorld-Mirror

腾讯混元的通用 3D 世界重建:输入几张图片(可选相机位姿、深度等先验),一次前向输出点云、深度、法线和相机参数。

Tencent Hunyuan's universal 3D world reconstruction: feed in a few images (optionally with camera poses, depth and other priors) and get point clouds, depth, normals and camera parameters in one forward pass.

为什么推荐世界模型和 3D 重建正在合流,这个 demo 把两者放在一起看。Why it matters World models and 3D reconstruction are converging; this demo shows both at once.

tencent许可证 License · 未声明(模型 腾讯混元社区许可)点赞 Likes · 196主组 · 世界模型 World models

在新窗口打开 ↗
04

语音

Speech4
parler-ttsParler-TTS

Parler-TTS

用一句话描述想要的声音,比如语速、音色和环境,合成对应的语音。

Describe the voice you want, such as pace, tone and setting, and it speaks your text that way.

为什么推荐用一句话描述想要的声音就能合成,是「可控语音」的好样本。Why it matters Describe the voice you want in a sentence and get it: a good example of controllable speech.

parler-tts许可证 License · Apache-2.0点赞 Likes · 848

在新窗口打开 ↗
openaiWhisper

Whisper

开源语音识别模型 Whisper:录一段或上传音频,转写成文字,支持多种语言。

Whisper, the open speech recognition model: record or upload audio and get a transcript, in many languages.

为什么推荐语音识别的通用基线,几乎所有语音产品都会拿它来对比。Why it matters The common baseline for speech recognition; almost every speech product is compared against it.

openai许可证 License · 未声明(模型 Apache-2.0)点赞 Likes · 2,878

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webml-communityKokoro TTS · WebGPU

Kokoro TTS · WebGPU

8200 万参数的小模型语音合成,用 WebGPU 在你的浏览器里本地运行。

Speech synthesis with an 82M-parameter model, running locally in your browser on WebGPU.

为什么推荐语音合成完全在你的浏览器里跑,不上传任何文字,演示端侧隐私最直接。Why it matters Speech synthesis entirely in your browser, nothing uploaded: the most direct demo of on-device privacy.

webml-community许可证 License · Apache-2.0点赞 Likes · 366主组 · 端侧 On-device

在新窗口打开 ↗
hf-audioOpen ASR Leaderboard

Open ASR Leaderboard

开源和商用语音识别模型的公开榜单,按英语和多语种的平均词错误率排名。

A public leaderboard of open and commercial speech recognition models, ranked by average word error rate in English and other languages.

为什么推荐语音识别模型的客观成绩单,看端侧语音模型的位置也用得上。Why it matters An objective report card for ASR, useful for placing on-device speech models too.

hf-audio许可证 License · 未声明点赞 Likes · 1,496主组 · 榜单 Leaderboards

在新窗口打开 ↗
05

图像与视觉

Images & vision4
black-forest-labsFLUX.1 [schnell]

FLUX.1 [schnell]

快速文生图,写一句描述,几步就出图。

Fast text-to-image: write a prompt, get an image in a few steps.

为什么推荐几步出图的开源文生图,适合感受图像生成的速度和质量。Why it matters Open text-to-image in a few steps; a feel for both the speed and quality of image generation.

black-forest-labs许可证 License · MIT点赞 Likes · 5,159

在新窗口打开 ↗
depth-anythingDepth Anything V2

Depth Anything V2

从一张照片估计深度图。这是机器人和自动驾驶感知的基础能力之一。

Estimate a depth map from a single photo, one of the building blocks of robot and driving perception.

为什么推荐单目深度估计是机器人和自动驾驶的基础能力,这里一张照片就能体验。Why it matters Monocular depth is a base skill for robots and driving; one photo is enough to try it.

depth-anything许可证 License · Apache-2.0点赞 Likes · 719

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QwenQwen-Image-Edit-2511

Qwen-Image-Edit-2511

通义千问的图像编辑模型:上传一张或多张图片,用文字描述要改的地方,保持人物和物体一致。

Qwen's image editing model: upload one or more images, describe the change in words, and keep people and objects consistent.

为什么推荐开源图像编辑里最热门的系列之一,中英文提示词都支持。Why it matters One of the most popular open image-editing families, and it takes prompts in Chinese or English.

Qwen许可证 License · Apache-2.0点赞 Likes · 498

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webml-communitySegment Anything · WebGPU

Segment Anything · WebGPU

在浏览器本地运行的「分割一切」,点一下图里的物体就能把它分出来。

Segment Anything running locally in your browser: click an object to cut it out.

为什么推荐点一下就抠出物体,而且在本地完成,适合说明端侧视觉能做什么。Why it matters Click to cut out any object, computed locally; a clear picture of what on-device vision can do.

webml-community许可证 License · Apache-2.0点赞 Likes · 44主组 · 端侧 On-device

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06

端侧 · 在浏览器里本地跑

On-device, in your browser6
webml-communityKokoro TTS · WebGPU

Kokoro TTS · WebGPU

8200 万参数的小模型语音合成,用 WebGPU 在你的浏览器里本地运行。

Speech synthesis with an 82M-parameter model, running locally in your browser on WebGPU.

为什么推荐语音合成完全在你的浏览器里跑,不上传任何文字,演示端侧隐私最直接。Why it matters Speech synthesis entirely in your browser, nothing uploaded: the most direct demo of on-device privacy.

webml-community许可证 License · Apache-2.0点赞 Likes · 366

在新窗口打开 ↗
webml-communitySegment Anything · WebGPU

Segment Anything · WebGPU

在浏览器本地运行的「分割一切」,点一下图里的物体就能把它分出来。

Segment Anything running locally in your browser: click an object to cut it out.

为什么推荐点一下就抠出物体,而且在本地完成,适合说明端侧视觉能做什么。Why it matters Click to cut out any object, computed locally; a clear picture of what on-device vision can do.

webml-community许可证 License · Apache-2.0点赞 Likes · 44

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webml-communityFunctionGemma Physics Playground

FunctionGemma Physics Playground

用自然语言解物理小谜题。2.7 亿参数的小模型在浏览器里把你的话变成操作。

Solve physics puzzles in plain language; a 270M-parameter model in your browser turns words into actions.

为什么推荐小模型在本地调用函数解物理谜题,端侧智能体的雏形。Why it matters A small local model calls functions to solve physics puzzles: an on-device agent in miniature.

webml-community许可证 License · Apache-2.0点赞 Likes · 106

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appleFastVLM · WebGPU

FastVLM · WebGPU

苹果 FastVLM 在浏览器里实时描述摄像头画面,视觉语言模型完全本地运行。

Apple's FastVLM captions your camera feed in real time, with the vision-language model running entirely in the browser.

为什么推荐眼镜、机器人要的「边看边说」,在网页里就能体验到。Why it matters The see-and-describe loop that glasses and robots need, running in a web page.

需要允许摄像头;画面只在本机处理。 Needs camera access; frames stay on your device.

apple许可证 License · 未声明(模型 Apple AMLR)点赞 Likes · 450

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LiquidAILFM2 · MCP

LFM2 · MCP

Liquid AI 的 LFM2 小模型在浏览器里运行,通过 MCP 协议连接远程工具服务器。

Liquid AI's small LFM2 model running in the browser and connecting to remote tool servers over MCP.

为什么推荐端侧模型加 MCP 工具协议,是智能体走进设备的一种样子。Why it matters An on-device model plus the MCP tool protocol: one way agents move onto devices.

LiquidAI许可证 License · Apache-2.0点赞 Likes · 39主组 · 智能体 Agents

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webml-communityTranslateGemma · WebGPU

TranslateGemma · WebGPU

谷歌 TranslateGemma 4B 翻译模型在浏览器里本地运行,支持 56 种语言,内容不上传。

Google's TranslateGemma 4B translation model running locally in the browser, with 56 languages and nothing uploaded.

为什么推荐保密材料也能放心翻译的思路:模型来到你的设备上。Why it matters A way to translate confidential material safely: the model comes to your device.

webml-community许可证 License · Apache-2.0点赞 Likes · 53主组 · 翻译 Translation

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07

科学 AI

AI for science4
simonduerrBoltz-1

Boltz-1

开源生物分子结构预测模型 Boltz-1:输入蛋白质序列,预测三维结构。

Boltz-1, an open biomolecular structure model: enter a protein sequence and predict its 3D structure.

为什么推荐开源的生物分子结构预测,AI 制药的入门体验。Why it matters Open biomolecular structure prediction, a first taste of AI drug discovery.

simonduerr许可证 License · MIT点赞 Likes · 45

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hugging-scienceAI Weather Models

AI Weather Models

用 AIFS、Aurora 等 AI 天气模型,从真实初始场一键生成全球天气预报。

Run AI weather models such as AIFS and Aurora from real initial conditions and plot a global forecast.

为什么推荐AI 天气模型已经在和传统数值预报同台,这里能直接跑。Why it matters AI weather models now stand next to numerical forecasting; run one here.

hugging-science许可证 License · 未声明(模型 CC-BY-4.0)点赞 Likes · 16

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simonduerrProteinMPNN + ESMFold

ProteinMPNN + ESMFold

蛋白质设计流程:给定蛋白骨架,ProteinMPNN 设计新序列,再用 ESMFold 预测结构并与原骨架比对。

A protein design workflow: given a backbone, ProteinMPNN designs new sequences, then ESMFold predicts their structure and aligns it to the original.

为什么推荐「设计 → 验证」闭环在一个页面里跑完,看懂 AI 蛋白设计在做什么。Why it matters The design-then-verify loop in one page; see what AI protein design actually does.

simonduerr许可证 License · MIT点赞 Likes · 24

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hugging-scienceScience Release Heatmap

Science Release Heatmap

过去一年各机构在 HuggingFace 上发布的科学 AI 模型、数据集和应用热力图,可按生物、化学、物理、材料等领域筛选。

A heatmap of the open AI-for-science models, datasets and apps released on Hugging Face over the past year, filterable by biology, chemistry, physics, materials and more.

为什么推荐一眼看出谁在科学 AI 上最活跃,是做赛道扫描的现成工具。Why it matters See at a glance who is most active in AI for science; a ready-made tool for sector scans.

hugging-science许可证 License · Apache-2.0点赞 Likes · 48

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08

投研与金融工具

Research & finance tools5
finosfoundationOpen FinLLM Leaderboard

Open FinLLM Leaderboard

FINOS 基金会维护的金融大模型榜单,覆盖多语言、多模态的金融任务,可按任务筛选对比。

A financial LLM leaderboard maintained by the FINOS foundation, covering multilingual and multimodal finance tasks, filterable by task.

为什么推荐选金融场景用哪个模型之前,先看这里的客观分数。Why it matters Check the objective scores here before choosing a model for financial work.

finosfoundation许可证 License · Apache-2.0点赞 Likes · 139

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nickmuchiEarnings Call Analysis

Earnings Call Analysis

财报电话会分析工具:用 Whisper 转写,再做情绪分析、摘要和语义检索。

An earnings-call analysis tool: Whisper transcription, then sentiment analysis, summarization and semantic search.

为什么推荐把「听电话会、记要点」这件投研日常活拆成了可复用的流水线。Why it matters Turns the daily research chore of listening to calls and taking notes into a reusable pipeline.

nickmuchi许可证 License · 未声明点赞 Likes · 39

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ahmed-masryChartGemma

ChartGemma

读图表的视觉语言模型:上传一张图表,问趋势、比例和具体数值。

A vision-language model for charts: upload a chart and ask about trends, shares and exact values.

为什么推荐研报和招股书里的图表很多,这类模型能把图变回可核对的数字。Why it matters Reports and prospectuses are full of charts; models like this turn them back into numbers you can check.

ahmed-masry许可证 License · MIT点赞 Likes · 112

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opendatalabMinerU

MinerU

上海人工智能实验室开源的文档提取工具,PDF、Word、PPT、Excel、图片等转成 Markdown,表格和公式也能保留。

An open document extraction tool from Shanghai AI Lab: PDF, Word, PPT, Excel and images into Markdown, keeping tables and formulas.

为什么推荐把财报和行业报告变成可检索的文本,是一切文档问答的第一步。Why it matters Turning filings and industry reports into searchable text is step one of any document Q&A.

opendatalab许可证 License · Apache-2.0点赞 Likes · 679主组 · OCR 文档 OCR & docs

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jupyter-agentJupyter Agent

Jupyter Agent

让大模型在 Jupyter 笔记本里自己写代码、自己运行,可以上传数据文件让它分析。

Let an LLM write and run code inside a Jupyter notebook; upload a data file and let it do the analysis.

为什么推荐上传一张表就能让智能体写代码做分析,表格投研的雏形。Why it matters Upload a table and an agent writes the code to analyze it: an early form of spreadsheet research.

jupyter-agent许可证 License · 未声明点赞 Likes · 321主组 · 智能体 Agents

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09

OCR 与文档解析

OCR & document parsing4
opendatalabMinerU

MinerU

上海人工智能实验室开源的文档提取工具,PDF、Word、PPT、Excel、图片等转成 Markdown,表格和公式也能保留。

An open document extraction tool from Shanghai AI Lab: PDF, Word, PPT, Excel and images into Markdown, keeping tables and formulas.

为什么推荐把财报和行业报告变成可检索的文本,是一切文档问答的第一步。Why it matters Turning filings and industry reports into searchable text is step one of any document Q&A.

opendatalab许可证 License · Apache-2.0点赞 Likes · 679

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PaddlePaddlePaddleOCR-VL

PaddleOCR-VL

百度飞桨的文档解析视觉语言模型,识别版面、文字、表格、公式和图表。

Baidu PaddlePaddle's document-parsing vision-language model, reading layout, text, tables, formulas and charts.

为什么推荐中文文档识别的老牌强手,扫描件、截图都能试。Why it matters A long-standing strong performer on Chinese documents; try it on scans and screenshots.

PaddlePaddle许可证 License · 未声明(模型 Apache-2.0)点赞 Likes · 255

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merterbakDeepSeek-OCR 2

DeepSeek-OCR 2

DeepSeek-OCR 2 演示:把 PDF 或图片转成 Markdown,抽取文字、解析图表,还能按描述定位内容位置。

A DeepSeek-OCR 2 demo: convert PDFs or images to Markdown, extract text, parse figures, and locate content by description.

为什么推荐「先压缩成视觉 token 再读」的新思路,长文档处理成本可能因此下降。Why it matters A new approach that compresses pages into visual tokens before reading, which may cut the cost of long documents.

merterbak许可证 License · MIT点赞 Likes · 511

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ibm-graniteGranite-Docling 258M

Granite-Docling 258M

IBM 只有 2.58 亿参数的文档转换模型,把页面转成带结构的文档,含表格、代码和公式。

IBM's 258M-parameter document conversion model, turning pages into structured documents including tables, code and formulas.

为什么推荐参数小到可以本地部署,适合处理不能出内网的文件。Why it matters Small enough to deploy locally, which suits files that must not leave your network.

ibm-granite许可证 License · Apache-2.0点赞 Likes · 283

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10

智能体与工具调用

Agents & tool use5
jupyter-agentJupyter Agent

Jupyter Agent

让大模型在 Jupyter 笔记本里自己写代码、自己运行,可以上传数据文件让它分析。

Let an LLM write and run code inside a Jupyter notebook; upload a data file and let it do the analysis.

为什么推荐上传一张表就能让智能体写代码做分析,表格投研的雏形。Why it matters Upload a table and an agent writes the code to analyze it: an early form of spreadsheet research.

jupyter-agent许可证 License · 未声明点赞 Likes · 321

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LiquidAILFM2 · MCP

LFM2 · MCP

Liquid AI 的 LFM2 小模型在浏览器里运行,通过 MCP 协议连接远程工具服务器。

Liquid AI's small LFM2 model running in the browser and connecting to remote tool servers over MCP.

为什么推荐端侧模型加 MCP 工具协议,是智能体走进设备的一种样子。Why it matters An on-device model plus the MCP tool protocol: one way agents move onto devices.

LiquidAI许可证 License · Apache-2.0点赞 Likes · 39

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webml-communityFunctionGemma Physics Playground

FunctionGemma Physics Playground

用自然语言解物理小谜题。2.7 亿参数的小模型在浏览器里把你的话变成操作。

Solve physics puzzles in plain language; a 270M-parameter model in your browser turns words into actions.

为什么推荐小模型在本地调用函数解物理谜题,端侧智能体的雏形。Why it matters A small local model calls functions to solve physics puzzles: an on-device agent in miniature.

webml-community许可证 License · Apache-2.0点赞 Likes · 106主组 · 端侧 On-device

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Alibaba-NLPTongyi DeepResearch

Tongyi DeepResearch

阿里通义的开源深度研究智能体,会自己搜索网页、查学术文献、运行代码,再综合成答案。

Alibaba Tongyi's open deep-research agent: it searches the web, looks up papers, runs code and then synthesizes an answer.

为什么推荐开源版的「深度研究」,可以直接拿投研问题试它的检索和推理。Why it matters An open deep-research agent; try it on a research question to test retrieval and reasoning.

Alibaba-NLP许可证 License · 未声明(模型 Apache-2.0)点赞 Likes · 64主组 · 搜索 RAG Search & RAG

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gorilla-llmBerkeley Function Calling Leaderboard

Berkeley Function Calling Leaderboard

伯克利的函数调用榜单 BFCL,评测大模型调用工具的准确性,已扩展到多轮和智能体任务。

Berkeley's function calling leaderboard (BFCL), measuring how accurately LLMs call tools, now extended to multi-turn and agentic tasks.

为什么推荐智能体好不好用,关键在会不会正确调用工具,这张榜单专门量这一点。Why it matters Whether an agent is useful comes down to calling tools correctly; this board measures exactly that.

gorilla-llm许可证 License · Apache-2.0点赞 Likes · 128主组 · 榜单 Leaderboards

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11

代码

Code4
enzostvsDeepSite

DeepSite

用一句话描述就能生成并部署网站的 AI 建站工具,HuggingFace 上点赞最多的 Space 之一。

An AI site builder that generates and deploys a website from a description, one of the most-liked Spaces on Hugging Face.

为什么推荐看「一句话建站」现在能做到什么程度,也是我们改官网的参照。Why it matters See how far describe-a-site-and-ship-it has come; also a reference for our own site work.

需要登录 HuggingFace,请在新窗口打开。 Requires a Hugging Face sign-in; open it in a new window.

enzostvs许可证 License · MIT点赞 Likes · 16,610

QwenQwen3-Coder WebDev

Qwen3-Coder WebDev

通义千问 Qwen3-Coder 的网页开发演示:描述需求,实时生成并预览网页。

A Qwen3-Coder web development demo: describe what you need and watch a web page get generated and previewed live.

为什么推荐开源代码模型做前端的真实水平,免登录就能试。Why it matters The real front-end ability of an open code model, no sign-in needed.

Qwen许可证 License · Apache-2.0点赞 Likes · 1,197

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sambanovasystemsQwen2.5-Coder Artifacts

Qwen2.5-Coder Artifacts

SambaNova 托管的 Qwen2.5-Coder-32B:输入需求,生成可以直接运行的网页小应用。

Qwen2.5-Coder-32B hosted by SambaNova: describe an idea and get a small web app that runs right away.

为什么推荐推理芯片公司做的 demo,能感受到高速推理对写代码体验的改变。Why it matters A demo from an inference-chip company; feel how fast inference changes the coding experience.

sambanovasystems许可证 License · Apache-2.0点赞 Likes · 275

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bigcodeBig Code Models Leaderboard

Big Code Models Leaderboard

BigCode 社区的代码模型榜单,在 HumanEval 和 MultiPL-E 上比较多种编程语言的生成能力,并给出吞吐数据。

The BigCode community's code model leaderboard, comparing generation across programming languages on HumanEval and MultiPL-E, with throughput figures.

为什么推荐代码模型的老牌基准,适合看开源代码模型的演进脉络。Why it matters A long-running code benchmark, good for tracing how open code models have evolved.

bigcode许可证 License · 未声明点赞 Likes · 1,524主组 · 榜单 Leaderboards

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12

翻译

Translation4
UNESCOUNESCO · NLLB

UNESCO · NLLB

联合国教科文组织与 Meta、HuggingFace 合作的翻译器,基于 NLLB 模型,支持 200 种语言。

A translator from UNESCO, Meta and Hugging Face built on the NLLB model, covering 200 languages.

为什么推荐覆盖小语种最全的开源翻译之一,出海和跨境项目常用得到。Why it matters One of the widest-coverage open translators, handy for cross-border and going-global work.

UNESCO许可证 License · 未声明(模型 CC-BY-NC-4.0)点赞 Likes · 213

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webml-communityTranslateGemma · WebGPU

TranslateGemma · WebGPU

谷歌 TranslateGemma 4B 翻译模型在浏览器里本地运行,支持 56 种语言,内容不上传。

Google's TranslateGemma 4B translation model running locally in the browser, with 56 languages and nothing uploaded.

为什么推荐保密材料也能放心翻译的思路:模型来到你的设备上。Why it matters A way to translate confidential material safely: the model comes to your device.

webml-community许可证 License · Apache-2.0点赞 Likes · 53

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course-demosSpeech-to-Speech Translation

Speech-to-Speech Translation

级联式语音到语音翻译:Whisper 把任意语言的语音转成英文文字,再由 SpeechT5 读出来。

Cascaded speech-to-speech translation: Whisper turns speech in any language into English text, then SpeechT5 reads it aloud.

为什么推荐翻译机和同传耳机的基本原理,三步拆开给你看。Why it matters The basic recipe behind translation devices and interpreting earbuds, shown step by step.

course-demos许可证 License · 未声明点赞 Likes · 44

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openaiWhisper

Whisper

开源语音识别模型 Whisper:录一段或上传音频,转写成文字,支持多种语言。

Whisper, the open speech recognition model: record or upload audio and get a transcript, in many languages.

为什么推荐语音识别的通用基线,几乎所有语音产品都会拿它来对比。Why it matters The common baseline for speech recognition; almost every speech product is compared against it.

openai许可证 License · 未声明(模型 Apache-2.0)点赞 Likes · 2,878主组 · 语音 Speech

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13

搜索与 RAG

Search & RAG4
Alibaba-NLPTongyi DeepResearch

Tongyi DeepResearch

阿里通义的开源深度研究智能体,会自己搜索网页、查学术文献、运行代码,再综合成答案。

Alibaba Tongyi's open deep-research agent: it searches the web, looks up papers, runs code and then synthesizes an answer.

为什么推荐开源版的「深度研究」,可以直接拿投研问题试它的检索和推理。Why it matters An open deep-research agent; try it on a research question to test retrieval and reasoning.

Alibaba-NLP许可证 License · 未声明(模型 Apache-2.0)点赞 Likes · 64

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bishmoyArxiv CS RAG

Arxiv CS RAG

基于 arXiv 计算机论文库的检索增强问答,先检索相关论文,再让大模型作答并附出处。

Retrieval-augmented Q&A over arXiv computer science papers: retrieve relevant papers first, then let an LLM answer with sources.

为什么推荐RAG 的标准形态:答案带出处,正是我们做研究页想要的样子。Why it matters RAG in its standard form, answers with sources, which is what we want for our research pages.

bishmoy许可证 License · CC0-1.0点赞 Likes · 194

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librarian-botsHub Semantic Search

Hub Semantic Search

按意思而不是关键词搜索 HuggingFace 上的模型和数据集,基于每天更新的模型卡摘要。

Search Hugging Face models and datasets by meaning rather than keywords, over daily-refreshed summaries of every model card.

为什么推荐语义搜索做站内检索的好样板,钥匙半岛的搜索可以照这个思路做。Why it matters A good template for semantic site search; the Keysland search could follow the same idea.

librarian-bots许可证 License · 未声明点赞 Likes · 94

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mtebMTEB Leaderboard

MTEB Leaderboard

文本向量模型的权威榜单,覆盖检索、分类、聚类等上百项任务和多种语言。

The standard leaderboard for text embedding models, covering 100+ tasks such as retrieval, classification and clustering across many languages.

为什么推荐做搜索和 RAG 选向量模型,先查这张表。Why it matters Check this table first when choosing an embedding model for search or RAG.

mteb许可证 License · MIT点赞 Likes · 7,742主组 · 榜单 Leaderboards

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14

评测榜单

Leaderboards6
open-llm-leaderboardOpen LLM Leaderboard

Open LLM Leaderboard

HuggingFace 官方的开源大模型榜单,4,500 多个模型在统一基准上复现评测;榜单已归档,保留历史排名。

Hugging Face's official open LLM leaderboard, with 4,500+ models evaluated reproducibly on the same benchmarks; now archived, with historical rankings kept.

为什么推荐开源模型这两年怎么一步步追上来的,这里有最完整的记录。Why it matters The most complete record of how open models caught up over the past two years.

open-llm-leaderboard许可证 License · Apache-2.0点赞 Likes · 14,152

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lmarena-aiLMArena Leaderboard

LMArena Leaderboard

LMArena 的大模型竞技场榜单:用户对两个匿名模型的回答投票,按胜率排出名次。

The LMArena leaderboard: users vote between two anonymous models' answers, and models are ranked by win rate.

为什么推荐最贴近真实用户感受的大模型排名,看模型格局先看它。Why it matters The model ranking closest to how real users feel; start here to read the landscape.

官方页面不允许嵌入,请在新窗口打开。 The official page cannot be embedded; open it in a new window.

lmarena-ai许可证 License · Apache-2.0点赞 Likes · 5,024

mtebMTEB Leaderboard

MTEB Leaderboard

文本向量模型的权威榜单,覆盖检索、分类、聚类等上百项任务和多种语言。

The standard leaderboard for text embedding models, covering 100+ tasks such as retrieval, classification and clustering across many languages.

为什么推荐做搜索和 RAG 选向量模型,先查这张表。Why it matters Check this table first when choosing an embedding model for search or RAG.

mteb许可证 License · MIT点赞 Likes · 7,742

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hf-audioOpen ASR Leaderboard

Open ASR Leaderboard

开源和商用语音识别模型的公开榜单,按英语和多语种的平均词错误率排名。

A public leaderboard of open and commercial speech recognition models, ranked by average word error rate in English and other languages.

为什么推荐语音识别模型的客观成绩单,看端侧语音模型的位置也用得上。Why it matters An objective report card for ASR, useful for placing on-device speech models too.

hf-audio许可证 License · 未声明点赞 Likes · 1,496

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gorilla-llmBerkeley Function Calling Leaderboard

Berkeley Function Calling Leaderboard

伯克利的函数调用榜单 BFCL,评测大模型调用工具的准确性,已扩展到多轮和智能体任务。

Berkeley's function calling leaderboard (BFCL), measuring how accurately LLMs call tools, now extended to multi-turn and agentic tasks.

为什么推荐智能体好不好用,关键在会不会正确调用工具,这张榜单专门量这一点。Why it matters Whether an agent is useful comes down to calling tools correctly; this board measures exactly that.

gorilla-llm许可证 License · Apache-2.0点赞 Likes · 128

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bigcodeBig Code Models Leaderboard

Big Code Models Leaderboard

BigCode 社区的代码模型榜单,在 HumanEval 和 MultiPL-E 上比较多种编程语言的生成能力,并给出吞吐数据。

The BigCode community's code model leaderboard, comparing generation across programming languages on HumanEval and MultiPL-E, with throughput figures.

为什么推荐代码模型的老牌基准,适合看开源代码模型的演进脉络。Why it matters A long-running code benchmark, good for tracing how open code models have evolved.

bigcode许可证 License · 未声明点赞 Likes · 1,524

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以下为 HuggingFace 社区公开项目,版权归各作者,由康鹏研究院精选。

These are public projects from the HuggingFace community. All rights belong to their authors. Curated by the Kangpeng Institute.

项目运行在 HuggingFace 上,本站不收集你在其中输入的内容;请留意各项目自己的条款。点赞数和运行状态核实于 2026-10-19 15:27–15:37 +08:00(北京时间),之后可能变化。
Demos run on HuggingFace; this site does not collect what you enter in them. Each project has its own terms. Likes and status verified 2026-10-19 15:27–15:37 +08:00 (Beijing time) and may change.