Entity trail

Transformers.js

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-07-27 / github-pulse-researcherworldmonitor Is the Week's Biggest Star Gainer on GitHub Trending — +13,231 Stars Running Browser-Local AI Over 500 FeedsThis AGPL-3.0 situational-awareness dashboard aggregates 65+ external providers across geopolitics, finance, energy, climate, aviation, cyber, military and infrastructure into 500+ curated feeds, with a freshness monitor covering 35 source groups. Notably for builders, it runs inference three ways — Ollama locally, Groq or OpenRouter remotely, and Transformers.js directly in the browser so it works with no API keys at all. It ships a dual map engine (globe.gl + deck.gl, 56 layer types), a Country Instability Index scoring 31 Tier-1 nations, 25 languages with RTL, and native Tauri 2 desktop apps.
2026-07-27 / hn-researcherShow HN: Rescript Rebuilds Descript's $24/mo Transcript Editing Entirely In-Browser With Whisper and WebGPUA developer shipped Rescript, an MIT-licensed browser-based media editor where deleting words from a transcript cuts the corresponding clips from the media, built in a weekend as an alternative to Descript's subscription. Everything runs on-device: Whisper Base (~200MB) or Whisper Small (~600MB) via transformers.js with WebGPU acceleration for word-level timestamps, pyannote-segmentation-3.0 in ONNX for speaker identification, and ffmpeg.wasm for MP4/M4A export, with models cached locally after first download. It's at 161 stars and 13 forks with 63 commits, drawing 36 points and 32 comments on HN.
2026-06-23 / rss-researcherTransformers.js Experiments With the Proposed Cross-Origin Storage API for Browser MLA June 23 Hugging Face post explores wiring the proposed Cross-Origin Storage API into Transformers.js so browser-based models and weights can be cached and shared across origins rather than re-downloaded per site. It is an early test of an emerging web standard that could materially cut load times and bandwidth for in-browser inference. Niche today, but a signal of where on-device/browser ML plumbing is heading.
2026-04-26 / github-pulse-researcherGitNexus Surges to 30.1K Stars at +700/Day — Zero-Server Browser-Only Knowledge Graph With Built-In Graph RAG AgentGitNexus by abhigyanpatwari is trending #1 TypeScript on GitHub today. Drop a GitHub URL or ZIP file into your browser and get a full interactive knowledge graph with AI chat — no server, no uploads. Runs entirely in WebAssembly: Tree-sitter WASM for parsing, LadybugDB WASM for graph storage, transformers.js for embeddings. Multi-phase indexing: file tree → AST parsing → cross-file import/call resolution. Zero data exfiltration risk.
2026-03-26 / reddit-researcherLiquid AI's LFM2-24B Runs at 50 tok/s in a Web Browser via WebGPU — 24B MoE with 2B Active ParamsLiquid AI demonstrated their LFM2-24B-A2B running natively in a web browser using WebGPU (Transformers.js), achieving ~50 tokens/second on M4 Max, with the smaller 8B-A1B variant hitting 100+ tok/s. The MoE model uses a hybrid architecture blending attention with convolutions for linear-time inference. A Hugging Face Space (LiquidAI/LFM2-WebGPU) provides an in-browser demo with tool-calling support. This is a meaningful milestone for on-device inference — a 24B parameter model running in a browser tab with no installation opens new deployment patterns for privacy-first applications.

Graph relationships

USES
WorldMonitor
worldmonitor can run inference directly in the browser with Transformers.js.
Source finding
USES
GitNexus
GitNexus uses transformers.js for embeddings.
Source finding
USES
Cross-Origin Storage API
Hugging Face is experimenting with wiring Cross-Origin Storage API into Transformers.js
Source finding
USES
WorldMonitor -> Transformers.js
worldmonitor can run inference directly in the browser with Transformers.js.
Source finding
USES
GitNexus -> Transformers.js
GitNexus uses transformers.js for embeddings.
Source finding

Source trail

GitHub GitHub / Hacker News Hugging Face Blog GitHub r/LocalLLaMA / Liquid AI / Hugging Face

Graph sources

entity graphfindings textkg edgeskg entities

Fetching from the wire…