Building on HF

Joseph [open/acc] Pollack PRO

Tonic

https://discord.gg/qdfnvSPcqP

AI & ML interests

🤖Making robots to help people learn things quicker 👩🏻‍🚀🚀

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reacted to h4's post with 🔥 1 day ago

finding https://github.com/meta-introspector/monster/blob/9a368b1dd58e72ed4a466f81f74ab2ea95c26927/experiments/bott_periodicity/monster_walk.tex#L82 I sent this to my old math prof You can remove these primes in groups from the monster in the 10fold way 1 & 0 & 8080 & 4 & 8 \\ 2 & 4 & 1742 & 4 & 4 \\ 3 & 8 & 479 & 3 & 4 \\ 4 & 11 & 451 & 3 & 4 \\ 5 & 14 & 2875 & 4 & 4 \\ https://x.com/introsp3ctor/status/2018078520321179935

reacted to h4's post with 🚀 1 day ago

reacted to h4's post with 😎 1 day ago

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reacted to h4's post with 🔥🚀😎➕👀 1 day ago

Post

210

finding https://github.com/meta-introspector/monster/blob/9a368b1dd58e72ed4a466f81f74ab2ea95c26927/experiments/bott_periodicity/monster_walk.tex#L82 I sent this to my old math prof
You can remove these primes in groups from the monster in the 10fold way
1 & 0 & 8080 & 4 & 8 \\
2 & 4 & 1742 & 4 & 4 \\
3 & 8 & 479 & 3 & 4 \\
4 & 11 & 451 & 3 & 4 \\
5 & 14 & 2875 & 4 & 4 \\
https://x.com/introsp3ctor/status/2018078520321179935

reacted to OzTianlu's post with 😎 9 days ago

Post

1954

We deleted the Embedding Layer -- INTRO Our Collins-Embedding-3M
NoesisLab/Collins-Embedding-3M
Most "small" models are just giant vocab tables in a trench coat. Collins-3M changes that. By using 2-Universal Hashing and Chernoff-bound noise suppression, we’ve collapsed the embedding space into a fixed O(1) hash-map.
* STSB: 0.7114 (Beating many 100M+ models)
* Size: 3M (Edge-ready, IoT-ready)
* Tech: Randomized Sign-Hashing + RoPE positional injection.
Built by NoesisLab

reacted to their post with 🔥 15 days ago

Post

3241

🤔 Who would win ?

- a fully subsidized ai lab
OR
- 3 random students named

kurakurai ?

demo : Tonic/fr-on-device

if you like it give the demo a little star and send a shoutout to : @MaxLSB @jddqd and @GAD-cell for absolutely obliterating the pareto frontier of the french language understanding .

4 replies

replied to ZennyKenny's post 20 days ago

nothing is perfect but at least they care about their community experience at huggingface :-)

replied to ZennyKenny's post 21 days ago

this was actually fantastic news to hear though :-) secretly glad about it

reacted to ZennyKenny's post with 👀 21 days ago

Post

1973

🫠 Brutal! Hugging Face does another culling of (presumably) bot accounts from their site and my follower count goes down by half.

💀 TFW my content and models only appeal to bots. Who’s got the current best AI girlfriend app guys?

11 replies

replied to their post 21 days ago

In short, the students won. They did so by fine-tuning LFM2. LFM2 is a foundation built by Liquid AI. Liquid AI is a $2 billion startup from MIT.

the total budget of the students was zero . the total budget required (currently) for someone with no access to a computer is zero : https://huggingface.co/unsloth-jobs

i think that's cool 👍🏻

replied to their post 22 days ago

it's actually not a mystery why a well-ressourced language like french would actually get history made by highschoolers' side project : a pareto frontier they've currently held for almost six months now ...

their supreme reign will continue until ressource allocation improves.

posted an update 22 days ago

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3241

🤔 Who would win ?

- a fully subsidized ai lab
OR
- 3 random students named

4 replies

reacted to prithivMLmods's post with 🚀👍🤗❤️ 23 days ago

Post

3216

Try the demo for Qwen3-VL-abliterated-MAX-Fast: prithivMLmods/Qwen3-VL-abliterated-MAX-Fast (Unredacted: Ask Anything with Near-Zero Refusal Rates). The full model series collection is available here: https://huggingface.co/collections/prithivMLmods/unredacted-max-vl

replied to their post 26 days ago

it's for openclaw

posted an update 26 days ago

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3253

🙋🏻‍♂️hello my lovelies ,

it is with great pleasure i present to you my working one-click deploy 16GB ram completely free huggingface spaces deployment.

repo : Tonic/hugging-claw (use git clone to inspect)
literally the one-click link : Tonic/hugging-claw

you can also run it locally and see for yourself :

docker run -it -p 7860:7860 --platform=linux/amd64 \
-e HF_TOKEN="YOUR_VALUE_HERE" \
-e OPENCLAW_GATEWAY_TRUSTED_PROXIES="YOUR_VALUE_HERE" \
-e OPENCLAW_GATEWAY_PASSWORD="YOUR_VALUE_HERE" \
-e OPENCLAW_CONTROL_UI_ALLOWED_ORIGINS="YOUR_VALUE_HERE" \
registry.hf.space/tonic-hugging-claw:latest

just a few quite minor details i'll take care of but i wanted to share here first

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reacted to AdinaY's post with ❤️ about 2 months ago

Post

1331

Big day in open source AI!!

✨ DeepSeek released OCR2 💥
deepseek-ai/DeepSeek-OCR-2

✨ Kimi K2.5 just landed 🔥
moonshotai/Kimi-K2.5

With the Chinese Spring Festival 3 weeks away,

what’s coming next?👀

Joseph [open/acc] Pollack PRO

AI & ML interests

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