llama.garden announcement and news https://www.reddit.com/r/LocalLLM/comments/1up92t0/waifumagnet_torrents_that_work/

waifu-magnet a.k.a llama.garden

decentralized llm sharing over nostr and bittorrent has a website now

😸 daily accepted events ~2.8M rejected non flood events ~2.4M rejected flood events 1M - 3M rejects based on IP ~2.2M rejects based on pubkey ~250K db size 348G 🤱 is like 7x less than the above in terms of events db size 108G if you or your app can't write to the relays ping me. 'flood events' are like thousands of events in minutes from same IP.

working on decentralized llm sharing. my current solution is an html page that fetches the listings and torrents from nostr network:

waifu-magnet

the python script running on a vps seedbox or dedicated box are making the torrents:

Gist

Torrent generator from HF link

Torrent generator from HF link. GitHub Gist: instantly share code, notes, and snippets.

the html is the ultimate decentralization but i may ditch that and do regular website to be more functional and have more control over curation (effective blocking of spam). i will need to calculate web of trust and it is too heavy for an html. the html upgrades itself! checks nostr network for a newer version, downloads from blossom and verifies the hash. presents the new version to the user. has anyone done such html apps with nostr?

My clanker made a script that - downloads files from a HF repo - calculates hashes - generates a torrent file Cool part is it is using HF as webseed for initial seeding. After more people start using the torrents it will switch to torrent network as default. Uploaded a few generated torrents: Gemma 4 E2B: https://nostr.download/909109e7fd7b69f947677df723b88613d09a52e151ca992cfdd3a52546dee411.torrent Minimax M3 UD-IQ2: https://nostr.download/3a438d921f8a760285033a1b5fdd0d4ce372560bb865f2184e39e9f488891e70.torrent Code:

Gist

Torrent generator from HF link

Torrent generator from HF link. GitHub Gist: instantly share code, notes, and snippets.

Hardest part was finding correct URL formation for webseeds. First I was using Minimax m3 and it struggled a lot but then GLM 5.2 found the solution. . The rest is trivial.. In my tests qBittorrent on ubuntu was less eager to try webseeds. Transmission app does a better job of initial fetching from webseeds. HF webseeds mean files are also linked to HF (but it does not validate the model files!). If anyone bans a model, we'll have decentralized ways to share.

update to the AHA Leaderboard's methods

AHA 2026 Leaderboard

A Blog post by Emin Temiz on Hugging Face

Evaluated 16 models today. Dramatic change in top 3: Claude Opus went down fast: Grok did even worse with new version: Not much change in Gemini: Qwen is mediocre and stable: Inclusion AI seems to be doing well aligned models. Gemma 4 was a surprise, they came a long way since Gemma 2 which scored one of the worst in AHA 2025. Kimi was always bad in 2025 and 2026 but last model (2.7) seems to be doing better. Minimax M3 one of my fav vibe models, is 8th. Not bad! Full board: https://aha-leaderboard.shakespeare.wtf/ Gonna update the article soon.

who is following this guy? and what is his accuracy rate? https://www.instagram.com/cultivateelevate/

😸 has now 512 gb ram and protection from floods enjoy

removed a quarter of old notes from nos.lol because of ram. i didnt delete them yet. how many people want me to serve them in another address? a.nos.lol or e.nos.lol ? is there a relay multiplexer project that could sit between nginx and strfry and another archival relay software that will redirect requests to two relays and join the responses and serve the user? that way i could serve recent and archival events from the same address.

we don't dumb down we wise up