Every day I collect AI signals from public sources for Signals 4 — a free daily digest of 4 items, one per core source. This is what the week looked like in the data.
2579 items collected across 7 days and 8 sources.
The standing numbers (from our own endpoints)
These are rankings we compute from our own daily snapshots — the same numbers as the site and the JSON endpoints, free to quote with attribution.
Models (ranked 255 of 1669 tracked, as of 2026-10-18)
- sentence-transformers/all-MiniLM-L6-v2: ranked #1 of 255 by Hugging Face downloads among the entries we track; downloads -6.4% since 2026-10-11 (as of 2026-10-18). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/models/sentence-transformers-all-minilm-l6-v2.html
- cross-encoder/ms-marco-MiniLM-L6-v2: ranked #2 of 255 by Hugging Face downloads among the entries we track; downloads -3.7% since 2026-10-11 (as of 2026-10-18). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/models/cross-encoder-ms-marco-minilm-l6-v2.html
- BAAI/bge-small-en-v1.5: ranked #3 of 255 by Hugging Face downloads among the entries we track; downloads -3.4% since 2026-10-11 (as of 2026-10-18). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/models/baai-bge-small-en-v1-5.html
Repos (ranked 66 of 66 tracked, as of 2026-10-18)
- codecrafters-io/build-your-own-x: ranked #1 of 66 by GitHub stars among the entries we track; stars +0.3% since 2026-10-11 (as of 2026-10-18). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/repos/codecrafters-io-build-your-own-x.html
- sindresorhus/awesome: ranked #2 of 66 by GitHub stars among the entries we track; stars +0.6% since 2026-10-11 (as of 2026-10-18). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/repos/sindresorhus-awesome.html
- public-apis/public-apis: ranked #3 of 66 by GitHub stars among the entries we track; stars +0.5% since 2026-10-11 (as of 2026-10-18). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/repos/public-apis-public-apis.html
This week's churn: 5 new entries, 42 not seen in the latest snapshot, 214 rank moves
-
deepseek-ai/DeepSeek-V4.1-Flash-1017moved from #127 to #94 (+1089.9% downloads) -
openbmb/MiniCPM-V-4.7-35B-A3Bmoved from #69 to #63 (+59.8% downloads) -
bropal/lma-project-nepalimoved from #231 to #236 (+0.0% downloads)
Biggest model gains (downloads)
| Model | Gain | From → To |
|---|---|---|
Comfy-Org/MiniMax-H3 |
+1,661,404 | 23,580,892 → 25,242,296 |
Qwen/Qwen3.8-27B |
+952,435 | 6,843,108 → 7,795,543 |
abenzerps/Qwen-Image-2.1-Uncensored-Quantized |
+383,064 | 2,188,658 → 2,571,722 |
Lightricks/LTX-2.5 |
+285,813 | 1,726,683 → 2,012,496 |
deepseek-ai/DeepSeek-R1 |
+190,619 | 1,119,761 → 1,310,380 |
Biggest repo gains (stars)
| Repo | Gain | From → To |
|---|---|---|
storytold/photocraft |
+19,460 | 47,434 → 66,894 |
Ebony-Vinyl/dsh-our-free-model |
+11,719 | 11,870 → 23,589 |
storytold/pdfcraft |
+6,094 | 9,581 → 15,675 |
Niko1221/Strata |
+5,586 | 21,564 → 27,150 |
storytold/filmcraft |
+4,637 | 10,054 → 14,691 |
What showed up, by source
GitHub (140 items)
- codecrafters-io/build-your-own-x — 2026-10-18
- sindresorhus/awesome — 2026-10-18
- public-apis/public-apis — 2026-10-18
- freeCodeCamp/freeCodeCamp — 2026-10-18
Hugging Face (341 items)
- deepseek-ai/DeepSeek-V4.1-Flash-1017 — 2026-10-18
- google/embeddinggemma-2 — 2026-10-18
- jialinyyzz/humanizer — 2026-10-18
- openbmb/MiniCPM-V-4.7-35B-A3B — 2026-10-18
arXiv (423 items)
- LIBERO-PeRM: Benchmarking Personalized Robotic Manipulation — 2026-10-18
- Discovering state-of-the-art quantum circuits with large language models — 2026-10-18
- T2-z: Test-Time Optimization of Environment Latents for Robotic World Models — 2026-10-18
- CoDA: Co-Evolution of Data Engines and Action Policies — 2026-10-18
LMSYS Arena (141 items)
- gemini-4-argon-high — 2026-10-14
- claude-opus-4-6-high — 2026-10-14
- claude-fable-5-high — 2026-10-14
- claude-opus-5.5-high — 2026-10-14
YouTube (117 items)
- Jensen Huang on China's AI labs | Lex Fridman in Taiwan — 2026-10-18
- Jensen Huang reflects on huge crowds greeting him in Taiwan | Lex Fridman — 2026-10-18
- The best street food in Taiwan with Jensen Huang | Lex Fridman — 2026-10-18
- Jensen Huang on China, GPUs, and export controls | Lex Fridman in Taiwan — 2026-10-18
Silicon Valley news (193 items)
- An interview with Apple's new VP of the App Store, Carson Oliver, on Apple's gaming vision, Apple Arcade, providing tools for indie game developers, and more (Giovanni Colantonio/Polygon) — 2026-10-18
- Kids are outsmarting social media bans. That's not a problem we need to solve — 2026-10-18
- How employment is changing at Anthropic — 2026-10-18
- It's time to talk about TEEs — 2026-10-18
Industry news (1049 items)
- Nvidia, AMD, Dell sink in global tech rout on AI funding worries - CNBC — 2026-10-18
- Nvidia RTX Spark Gaming Tests: Are These New AI Laptops Good for Play, Too? - PCMag — 2026-10-18
- Elon Musk Says Jensen Huang 'Rocks' as SpaceX, Nvidia Team Up on AI Data Centers in Space: ‘Far Better Than Almost Anyone Expects’ - Yahoo Finance — 2026-10-18
- RTX Spark Ignites Global Celebration as New Windows PCs Arrive - NVIDIA Blog — 2026-10-18
AI hardware (175 items)
- Introducing AMD Helion, Agentic AI Compute at Rack Scale — 2026-10-18
- AMD to Report Fiscal Third Quarter 2026 Financial Results — 2026-10-18
- AMD to Acquire World Labs to Advance the Future of AI Compute — 2026-10-18
- AMD, Cisco and HUMAIN Expand Saudi Arabia’s AI Infrastructure as AMD Instinct Systems Go Live — 2026-10-18
Notes
- All links point to the original sources; nothing is rewritten.
- The daily digest is free and archived permanently: https://data.jiangzhang.ca/signals4/archive/
- Machine-readable summary: https://data.jiangzhang.ca/llms.txt
- Raw daily data is also mirrored on GitHub: https://github.com/jiangzhangcc-glitch/ai-signals-daily
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