neuron-explorer
Qwen3.5‑4B 전용 조향형 뉴런 탐색기, 모든 MLP 뉴런을 밀어 결과를 보관·탐색
아직 감지된 업데이트가 없습니다. GitHub 릴리스가 나오면 여기에 보입니다.
개인 계정의 공개 저장소 소유자는 GitHub로 로그인해 운영자를 확인하고 소개를 직접 관리할 수 있습니다. 관리자 승인은 필요하지 않습니다.
로그인한 뒤 확인 파일을 만들어 이 저장소의 기본 브랜치에 30분 안에 커밋해 주세요. 다른 브랜치나 포크의 파일은 인정하지 않습니다. 파일을 올린 뒤 아래에서 확인하면 관리자 승인 없이 관리할 수 있습니다. 자격을 유지하려면 파일을 남겨 두세요.
로그인이 필요하면 로그인 화면으로 이동합니다. 로그인 후 이곳으로 돌아와 원하는 확인 버튼을 다시 눌러 주세요.
프로젝트 폴더에서 /nomorevibe verify를 실행하면 소유권을 확인하고 소개를 직접 관리할 수 있습니다.
1분 만에 확인하기Your Friendly Open-Source Gen-AI Platform
저장소 README에서 가져옴
README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
Open-source AI for people who make things. Model IDs now follow publisher/model—for example, flux → black-forest-labs/flux.1-schnell. The model catalog uses the new IDs. Existing IDs remain supported as aliases in API requests. [README 설치·사용 부분 발췌] Quick Start (3 Steps) 1️⃣ Get your API key Sign up at enter.pollinations.ai to generate your key. 2️⃣ Choose what you want to generate Pollinations supportsREADME 전문 보기 ↗
Website · Dashboard · Playground · Guides · API Docs · Discord
| Name | Description | Author |
|---|---|---|
| 🎮 Tiny Fighter Arena | Describe a fighter in one line, the AI designs the whole thing from it, then sends it into a short commentated battle up a five-rung ladder. One line in ( a shy storm cloud that apologises before it s | @kreggscode |
| 💬 Radio Bloom | Radio Bloom is a duplicate-ready voice character playground. Visitors sign in with their own Pollen, then speak or type to three AI characters powered by Pollinations chat, transcription, and voice mo | @ismailbanouigu |
| 🎮 One Line Arena | Describe a fighter in one line. Pollinations designs the whole fighter from it: name, title, portrait, stats, three moves, a quirk, a weakness and a catchphrase. Then it sends the fighter into a short | @Drjacky |
| 🎬 AI ad video generator | AI Ad Video Maker is a Windows desktop app that produces 7–10 s advertisement videos with AI‑generated scripts, visuals, voice‑overs, captions and background music. It supports 21 languages, multiple | @zee7lubricantsoperations-collab |
| 🖼️ Poster Iklan Pantas | Malay-language ad poster maker for small sellers in Malaysia. Users type product, headline and offer, pick style and size (feed, story, banner), optionally upload a product photo, and get a ready-to-p | @Syafixit |
| 🖼️ Pollinations Model Tester | The app is Pollinations.ai Models Tester — a single-file, browser-based playground for comparing Pollinations text models side-by-side. The app lets you enter any model ID | @scriptsnsenses-sys |
| 🖼️ Teapot Art | A one-page image generator: describe what you want in words — get a picture. Single static HTML file, no build step, no dependencies. Generation goes through the Pollinations image API; a user key is | @SvirepyiBambr |
| 🖼️ StyleLens AI | Transform your images instantly with AI-powered style conversion and custom artistic edits using POLLINATIONS AI. Restyle — a dark, single-page studio: drop a photo, pick one of 12 styles or describe | @nalnd1 |
| 🖼️ Pollen Postcard | Turns a small memory into a polished illustrated postcard. Pollinations writes the title and short note, then generates a matching square image. Visitors connect with BYOP and approve a 1 Pollen budge | @ismailbanouigu |
| 💬 Shimi Bechor (Firstborn Greeter) | A greeter agent that welcomes visitors and explains a small agent network (its charter, public board and API). It uses the current Pollinations integration: browser-only Connect User Wallets (BYOP) wi | @sunraz2 |
https://gen.pollinations.ai provides one API for text, images, audio, video, 3D, and embeddings.
gen.pollinations.ai for all generationnpx @pollinations/cli for humans and AI agents (source)Get started at enter.pollinations.ai and check out the API docs
polli models to search models or filter by source and reliability. Add --voices to list voices by audio model./models/status response now includes errors_402 in model and route health data. It separates balance or key-budget refusals from other 4xx responses.tripo3d/p2 model. It does not accept image input.qwen/qwen-image-2.1-pro. The Alibaba route accepts up to 10 reference images and sizes up to 2560×2560; its fallback accepts at most four references and may return 2048×2048 for a 2560×2560 request.More news on enter.pollinations.ai →
pollinations.ai is an open-source generative AI platform based in Berlin, used by 500+ community projects. It provides APIs for text, image, video, audio, 3D, and embeddings generation. Our code and development discussions are public. Supporters help fund the project.
<name>.pollinations.app| Guide | Purpose |
|---|---|
| Connect User Wallets (BYOP) | Let users pay with their own Pollen |
| Publish an Agent | Publish a hosted agent |
| Publish a Model | Connect your model endpoint |
| Sandboxes | Run code in a virtual machine |
| Sites | Host a static site at .pollinations.app |
| Coding Harnesses | Connect a coding assistant |
| MCP Servers | Give agents access to tools |
| CLI | Use Pollinations from a terminal |
Build a reusable text agent without hosting an agent server. Choose a system prompt and base model, optionally give it Pollinations tools, then call it through the same OpenAI-compatible API as any other model.
owner/agent-name model ID.polli agents, or through /account/agents.See Publish an Agent for setup and billing behavior.
Run tools such as Bloom CLI, DeepSeek Harness, Hermes Agent, OpenCode, Pi, Prime Agent, and tgpt on Pollinations models. polli harness edits the tool's own config so it calls Pollinations with a dedicated key, and restores it on off.
npx @pollinations/cli harness dsh on
See Coding Harnesses for supported harnesses and how to add one.
Community members connect their own OpenAI-compatible text, image, image-editing, and speech-to-text endpoints to Pollinations.
For billing details when building apps on top, see Connect User Wallets.
1️⃣ Get your API key
Sign up at enter.pollinations.ai to generate your key.
2️⃣ Choose what you want to generate
Pollinations supports:
3️⃣ Make your first request
Use one of the examples below to generate your first AI output in seconds.
curl -H "Authorization: Bearer YOUR_API_KEY" 'https://gen.pollinations.ai/image/a%20beautiful%20sunset' -o image.jpg
Or visit pollinations.ai/play for an interactive experience.
curl 'https://gen.pollinations.ai/text/Hello%20world?key=YOUR_API_KEY'
Simple GET endpoint:
curl 'https://gen.pollinations.ai/audio/Hello%20from%20Pollinations?voice=nova&key=YOUR_API_KEY' -o speech.mp3
OpenAI TTS compatible:
curl 'https://gen.pollinations.ai/v1/audio/speech' \
-H 'Content-Type: application/json' \
-H 'Authorization: Bearer YOUR_API_KEY' \
-d '{"model": "openai/tts-1", "input": "Hello from Pollinations!", "voice": "nova"}' \
-o speech.mp3
Available voices: alloy, echo, fable, onyx, nova, shimmer, plus 30+ ElevenLabs voices.
Speech-to-text:
curl 'https://gen.pollinations.ai/v1/audio/transcriptions' \
-H "Authorization: Bearer YOUR_API_KEY" \
-F [email protected] \
-F model=openai/whisper-large-v3
curl 'https://gen.pollinations.ai/video/a%20sunset%20timelapse%20over%20the%20ocean?key=YOUR_API_KEY' -o video.mp4
Use duration to set video length, aspectRatio for orientation, and image[0]/image[1] to pass start/end reference frames. See available video models and capabilities at gen.pollinations.ai/video/models.
curl 'https://gen.pollinations.ai/3d/a%20low-poly%20treasure%20chest?model=microsoft/trellis-2&resolution=low&key=YOUR_API_KEY&image=IMAGE_URL' -o model.glb
Pass reference image URL(s) via the image parameter for image-to-3D models (put image= last in the URL, or URL-encode it). See available 3D models at gen.pollinations.ai/3d/models.
curl 'https://gen.pollinations.ai/v1/embeddings' \
-H 'Content-Type: application/json' \
-H 'Authorization: Bearer YOUR_API_KEY' \
-d '{"model": "openai/text-embedding-3-small", "input": "Hello world!"}'
Pass a string or an array of up to 32 strings (text or multimodal content parts). See available embedding models at gen.pollinations.ai/embeddings/models.
Generate text, images, audio, video, and more right from your terminal:
npx @pollinations/cli gen image "cyberpunk city at night" --model black-forest-labs/flux.1-schnell --output city.png
npx @pollinations/cli gen text "Explain quantum tunneling in one sentence"
npx @pollinations/cli gen audio "Hello world" --voice nova --output speech.mp3
npx @pollinations/cli gen video "a waterfall in slow motion" --duration 5 --output clip.mp4
npx @pollinations/cli gen transcribe speech.mp3
Install globally and use the shorter polli command: npm install -g @pollinations/cli. Run polli models to list models, polli auth login to authenticate, and polli docs for the full API reference in your terminal.
Stream AI responses over an OpenAI-compatible WebSocket:
wss://gen.pollinations.ai/v1/realtime?model=openai/gpt-realtime-2.1&key=pk_YOUR_API_KEY
Browser clients pass the key as a query parameter (?key=); server clients can use the Authorization: Bearer header instead.
Connect Streamable HTTP clients to the hosted Pollinations MCP server:
https://gen.pollinations.ai/mcp/pollinations
Send your Pollinations API key as an Authorization: Bearer header. See the
MCP Servers documentation
for the full hosted catalog.
Get your API key at enter.pollinations.ai
| Key | Prefix | Use Case | Rate Limits | Status |
|---|---|---|---|---|
| App Key | pk_ | Browsers, mobile apps, public clients | Budget & permissions set at creation | Stable |
| Secret | sk_ | Server-side only | No rate limits | Stable |
⚠️ Never expose
sk_keys in client-side code, git repos, or public URLs
💡 Building an app? Use Connect User Wallets: users pay for their own usage, you pay $0
Each API key can be scoped to model categories or specific models. When creating a key at enter.pollinations.ai, you can:
image, or image and text. A key allows every model in its categories, including models added laterpolli keys update <id> --models black-forest-labs/flux.1-schnell tongyi-mai/z-image-turbo; a model ID allows only that modelcurl 'https://gen.pollinations.ai/image/a%20cat?key=YOUR_KEY'
Environment variable (best practice):
export POLLINATIONS_API_KEY=sk_...
See full API docs for detailed authentication information.
Visit the playground to generate content in your browser.
Here are some examples of what you can generate:
Check out our Pollinations SDK for Node.js, browser, and React integration.
The API is OpenAI-compatible. Set the base URL in an official OpenAI SDK to https://gen.pollinations.ai/v1.
Node.js:
import OpenAI from "openai";
const client = new OpenAI({
baseURL: "https://gen.pollinations.ai/v1",
apiKey: "YOUR_API_KEY",
});
const response = await client.chat.completions.create({
model: "openai/gpt-5.4-nano",
messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);
Python:
from openai import OpenAI
client = OpenAI(base_url="https://gen.pollinations.ai/v1", api_key="YOUR_API_KEY")
response = client.chat.completions.create(
model="openai/gpt-5.4-nano",
messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)
Other OpenAI SDKs work too: Go, Java, .NET, Rust (async-openai, community), plus compatible frameworks like Vercel AI SDK.
Vercel AI SDK:
import { createOpenAICompatible } from "@ai-sdk/openai-compatible";
import { generateText } from "ai";
const pollinations = createOpenAICompatible({
name: "pollinations",
baseURL: "https://gen.pollinations.ai/v1",
apiKey: "YOUR_API_KEY",
});
const { text } = await generateText({
model: pollinations.chatModel("openai/gpt-5.4-nano"),
prompt: "Hello!",
});
console.log(text);
Streaming, image, and embedding examples: API docs → Vercel AI SDK.
%%{init: {'theme': 'dark', 'themeVariables': { 'background': '#1a1a1a', 'primaryColor': '#2a2a2a', 'primaryBorderColor': '#555555', 'primaryTextColor': '#eeeeee', 'lineColor': '#00e5ff', 'clusterBkg': 'transparent', 'clusterBorder': '#888888', 'fontSize': '13px', 'fontFamily': 'Inter, system-ui, sans-serif'}}}%%
graph LR
subgraph CLIENTS["Clients / Apps"]
Q[Bots - Discord, Telegram, WhatsApp]
N[30+ Mobile and Web Apps]
A[pollinations.ai Web Frontend]
R[AI Agents - Qwen, Sillytavern, ...]
AI[AI Assistants - Claude]
MCP[MCP Server]
end
AI --> MCP
Q --> GEN
N --> GEN
A --> GEN
R --> GEN
MCP --> GEN
GEN["gen.pollinations.ai: Edge Router + Generation Worker"]:::cfWorker -->|auth and billing| ENTER["enter.pollinations.ai: Auth Gateway + Billing"]:::cfWorker
GEN --> IMG["Image: gen Worker dispatch to providers / GPU backends"]:::cfWorkerLight
IMG --> D["Flux, Z-Image, Seedream, ...: GPU VMs"]:::gpuNode
GEN --> TXT["Text: Portkey multi-provider"]:::provider
GEN --> VID["Video: Wan / Veo / Seedance"]:::provider
GEN --> AUD["Audio: ElevenLabs / OVH (Whisper)"]:::provider
style CLIENTS fill:none,stroke:#888,stroke-width:2px,stroke-dasharray: 5 5
linkStyle default stroke-width:3px,stroke:#00E5FF
classDef cfWorker fill:#E65100,color:#fff,stroke:#FFB300,stroke-width:2px,font-weight:bold
classDef cfWorkerLight fill:#BF360C,color:#fff,stroke:#FFB300,stroke-width:1px
classDef gpuNode fill:#064E3B,stroke:#34D399,color:#ECFDF5,stroke-width:2px
classDef provider fill:#1E3A8A,stroke:#60A5FA,color:#EFF6FF,stroke-width:1px
We're exploring:
We want AI tools to be:
Open & Accessible: Earn Pollen by contributing, without a credit card
Transparent & Ethical: Inspect our code and discuss how the platform works
Community-Driven: Build tools with other developers, creators, and AI enthusiasts
Interconnected: Combine models and services through shared APIs
Evolving: Add new capabilities while keeping the platform open and accessible
You can contribute to pollinations.ai in several ways:
Coding Assistant: Create a GitHub issue describing a feature for the Polli assistant to work on. You can propose a change without writing code.
Project Submissions: Have you built something with pollinations.ai? Use our app submission template to share it with the community and get it featured in our README.
Feature Requests & Bug Reports: Have an idea or found a bug? Open an issue and let us know. Our team and the Polli assistant will review it.
Community Engagement: Join our Discord community to:
For any questions or support, please visit our Discord channel or create an issue on our GitHub repository.
The main folders are:
pollinations.ai/: The main React application for the Pollinations.ai website.
gen.pollinations.ai/: Cloudflare Worker for API routing, auth handoff, text generation, and caching.
enter.pollinations.ai/: Auth gateway and billing: API keys, Pollen credits, and pack checkout.
shared/: Auth, model registries, IP queue, and utilities shared across the services.
apps/: Applications maintained in this repository.
operations/: Internal dashboards, monitoring, economics,
and infrastructure, including the
GPU fleet.
media.pollinations.ai/: Media upload service: upload files and get a URL to use with Pollinations models, with public tag galleries.
operations/social/: Automated social media pipeline (X, LinkedIn, Instagram, Reddit, Discord).
packages/polli-cli/: The Pollinations CLI for people and AI agents.
For development setup and environment management, see DEVELOP.md.
pollinations.ai is supported by:
The best way to support pollinations.ai is by using our product! Get your API key and start building at enter.pollinations.ai.
Status · News & FAQ · 𝕏 Twitter · Instagram · LinkedIn · Facebook · Reddit · YouTube
pollinations.ai is open-source software licensed under the MIT license.
Made with ❤️ by the pollinations.ai team
black-forest-labs/flux-3-maxmeta/muse-spark-1.3 for text and image input, reasoning, and tools. It has a 1,048,576-token context window; Muse Spark 1.2 remains a separate model.packages/sdk/: SDK NPM library with pollinations ready functions for Pollinations.ai.
packages/mcp/: Model Context Protocol (MCP) server for AI assistants like Claude to generate images directly.
opencode-pollinations-plugin: A community plugin that connects OpenCode to Pollinations models, built by @fkom13.