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pranamanam authored a paper about 1 month ago

Minimal-Action Discrete Schrödinger Bridge Matching for Peptide Sequence Design

pranamanam authored a paper 2 months ago

Branched Schrödinger Bridge Matching

pranamanam authored a paper 2 months ago

Token-Level Guided Discrete Diffusion for Membrane Protein Design

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Tonic

posted an update 19 days ago

Post

3179

🤔 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

Tonic

posted an update 23 days ago

Post

3232

🙋🏻‍♂️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

2 replies

pranamanam

authored a paper about 1 month ago

Minimal-Action Discrete Schrödinger Bridge Matching for Peptide Sequence Design

Paper • 2601.22408 • Published Jan 29

pranamanam

authored 5 papers 2 months ago

AReUReDi: Annealed Rectified Updates for Refining Discrete Flows with Multi-Objective Guidance

Paper • 2510.00352 • Published Sep 30, 2025 • 1

Entangled Schrödinger Bridge Matching

Paper • 2511.07406 • Published Nov 10, 2025

ericzhang1122

authored a paper 4 months ago

Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs

Paper • 2510.23127 • Published Oct 27, 2025 • 5

Tonic

posted an update 6 months ago

Post

1344

the french ministry of culture releases their first conversation datasets on huggingface 👇🏻
ministere-culture/comparia-conversations

Tonic

posted an update 6 months ago

Post

840

COMPUTER CONTROL IS ON-DEVICE !

🏡🤖 78 % of EU smart-home owners DON’T trust cloud voice assistants.

So we killed the cloud.

Meet Exté: a palm-sized Android device that sees, hears & speaks your language - 100 % offline, 0 % data sent anywhere.

🔓 We submitted our technologies for consideration to the Liquid AI hackathon.

📊 Dataset: 79 k UI-action pairs on Hugging Face (largest Android-control corpus ever) Tonic/android-operator-episodes

⚡ Model: 98 % task accuracy, 678MB compressed , fits on existing android devices ! Tonic/l-android-control

🛤️ Experiment Tracker : check out the training on our TrackioApp Tonic/l-android-control

🎮 Live Model Demo: Upload an Android Screenshot and instructions to see the model in action ! Tonic/l-operator-demo

Built in a garage, funded by pre-orders, no VC. Now we’re scaling to 1 k installer units.

We’re giving 50 limited-edition prototypes to investors , installers & researchers who want to co-design the sovereign smart home.

👇 Drop “EUSKERA” in the comments if you want an invite, tag a friend who still thinks Alexa is “convenient,” and smash ♥️ if AI should belong to people - not servers.

4 replies

Tonic

posted an update 6 months ago

Post

765

🙋🏻‍♂️ Hey there folks ,

Just wanted to annouce 🏭SmolFactory : it's the quickest and best way to finetune SmolLM3 and GPT-OSS-20B on huggingface !

Basicaly it's an app you can run on huggingface by duplicating the space and running your training directly on huggingface GPUs .

It will help you basically select datasets and models, fine tune your model , make an experiment tracker you can use on your mobile phone , push all your model card and even automatically make a demo for you on huggingface so you can directly test it out when it's done !

check out the blog to learn more : https://huggingface.co/blog/Tonic/smolfactory

or just try the app directly :
Tonic/SmolFactory

you can vibe check the cool models I made :
French SmolLM3 : Tonic/Petite-LLM-3
Medical GPT-OSS : Tonic/med-gpt-oss-20b-demo

check out the model cards :
multilingual reasoner (gpt-oss) - Tonic/gpt-oss-20b-multilingual-reasoner
med-gpt-oss : Tonic/med-gpt-oss-20b
petite-elle-l-aime : Tonic/petite-elle-L-aime-3-sft

github repo if you like command line more than gradio : https://github.com/josephrp/smolfactory

drop some likes on these links it's really much appreciated !

feedback and PRs are welcome !

LTEnjoy

updated a Space 6 months ago

SaprotHub Search (click to use)

🔍

Search for datasets and models stored in SaprotHub

LTEnjoy

published a Space 6 months ago

SaprotHub Search (click to use)

🔍

Search for datasets and models stored in SaprotHub

LCollection

authored a paper 7 months ago

aiXiv: A Next-Generation Open Access Ecosystem for Scientific Discovery Generated by AI Scientists

Paper • 2508.15126 • Published Aug 20, 2025 • 20

Tonic

posted an update 7 months ago

Post

3660

🫡 I am the first and only one to like the French Tax Code Dataset

that's it , that's the post

find the dataset here : louisbrulenaudet/code-impots
follow : @louisbrulenaudet

3 replies

Tonic

posted an update 8 months ago

Post

840

👋 Hey there folks,

just submitted my plugin idea to the G-Assist Plugin Hackathon by @nvidia . Check it out, it's a great way to use a local SLA model on a windows machine to easily and locally get things done ! https://github.com/NVIDIA/G-Assist

Tonic

posted an update 8 months ago

Post

656

🙋🏻‍♂️ Hey there folks ,

Yesterday , Nvidia released a reasoning model that beats o3 on science, math and coding !

Today you can try it out here : Tonic/Nvidia-OpenReasoning

hope you like it !