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Multi🤖Transformers

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https://www.tonic-ai.com
josephpollack
tonic-ai
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AI & ML interests

🤖🤗multi media inputs and outputs to create augmented culture and better outcomes for humans everywhere.❤️🚀

Recent Activity

peaceAsh  authored a paper about 2 months ago
Maya: An Instruction Finetuned Multilingual Multimodal Model
Tonic  updated a dataset 4 months ago
MultiTransformer/cache-openai
Tonic  updated a dataset 4 months ago
MultiTransformer/CaseStudies
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MultiTransformer's activity

Tonic 
posted an update 4 days ago
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1842
🙋🏻‍♂️hey there folks ,

Goedel's Theorem Prover is now being demo'ed on huggingface : Tonic/Math

give it a try !
Abhaykoul 
posted an update 8 days ago
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3705
🔥 THE WAIT IS OVER... HAI-SER IS HERE! 🔥

Yo fam, this ain't just another AI drop— this is the FUTURE of emotional intelligence! 🚀

Introducing HAI-SER, powered by Structured Emotional Reasoning (SER), the next-level AI that doesn’t just understand your words—it feels you, analyzes your emotions, and helps you navigate life’s toughest moments. 💡

💥 What makes HAI-SER a game-changer?
🔹 Emotional Vibe Check – Gets the mood, energy, and what’s really going on 🎭
🔹 Mind-State Analysis – Breaks down your thoughts, beliefs, and patterns 🤯
🔹 Root Cause Deep-Dive – Unpacks the WHY behind your emotions 💡
🔹 Impact Check – Sees how it’s affecting your life and mental health 💔
🔹 Safety Check – Prioritizes your well-being and crisis management 🚨
🔹 Healing Game Plan – Custom strategies to help you bounce back 💪
🔹 Growth Potential – Turns struggles into opportunities for self-improvement 📈
🔹 How to Approach – Teaches you and others how to communicate and heal 🤝
🔹 Personalized Response – Not just generic advice—real talk, tailored to YOU 💯

No more robotic AI responses. No more surface-level advice. HAI-SER gets deep, analyzing emotions with precision and giving real, actionable support.

This ain’t just AI—this is your digital therapist, life coach, and hype squad all in one. Whether it’s mental health, career struggles, relationships, or personal growth, HAI-SER has your back.

🚀 The future of emotionally intelligent AI is HERE.
Are you ready? 🔥💯

HelpingAI/HAI-SER
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not-lain 
posted an update 8 days ago
AtAndDev 
posted an update 9 days ago
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1822
everywhere i go i see his face
Tonic 
posted an update 10 days ago
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2831
🙋🏻‍♂️ Hey there folks ,

our team made a game during the @mistral-game-jam and we're trying to win the community award !

try our game out and drop us a ❤️ like basically to vote for us !

Mistral-AI-Game-Jam/TextToSurvive

hope you like it !
AtAndDev 
posted an update 16 days ago
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508
Deepseek gang on fire fr fr
AtAndDev 
posted an update 18 days ago
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1596
R1 is out! And with a lot of other R1 releated models...
not-lain 
posted an update 21 days ago
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1406
we now have more than 2000 public AI models using ModelHubMixin🤗
Tonic 
posted an update 22 days ago
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1839
🙋🏻‍♂️ Hey there folks ,

Facebook AI just released JASCO models that make music stems .

you can try it out here : Tonic/audiocraft

hope you like it
Tonic 
posted an update 24 days ago
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2423
🙋🏻‍♂️Hey there folks , Open LLM Europe just released Lucie 7B-Instruct model , a billingual instruct model trained on open data ! You can check out my unofficial demo here while we wait for the official inference api from the group : Tonic/Lucie-7B hope you like it 🚀
not-lain 
posted an update 26 days ago
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3968
Published a new blogpost 📖
In this blogpost I have gone through the transformers' architecture emphasizing how shapes propagate throughout each layer.
🔗 https://huggingface.co/blog/not-lain/tensor-dims
some interesting takeaways :
Tonic 
posted an update 30 days ago
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1692
microsoft just released Phi-4 , check it out here : Tonic/Phi-4

hope you like it :-)
Abhaykoul 
posted an update about 2 months ago
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1928
🔥 BIG ANNOUNCEMENT: THE HELPINGAI API IS LIVE! 🔥

Yo, the moment you’ve all been waiting for is here! 🚀 The HelpingAI API is now LIVE and ready to level up your projects! 🔥 We’re bringing that next-level AI goodness straight to your fingertips. 💯

No more waiting— it’s time to build something epic! 🙌

From now on, you can integrate our cutting-edge AI models into your own applications, workflows, and everything in between. Whether you’re a developer, a creator, or just someone looking to make some serious moves, this is your chance to unlock the full potential of emotional intelligence and adaptive AI.

Check out the docs 🔥 and let’s get to work! 🚀

👉 Check out the docs and start building (https://helpingai.co/docs)
👉 Visit the HelpingAI website (https://helpingai.co/)
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AtAndDev 
posted an update about 2 months ago
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456
@s3nh Hey man check your discord! Got some news.
  • 4 replies
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peaceAsh 
authored a paper about 2 months ago
mkluczek 
posted an update about 2 months ago
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1654
First Global and Dense Open Embedding Dataset of Earth! 🌍 🤗

Introducing the Major TOM embeddings dataset, created in collaboration with CloudFerro S.A. 🔶 and Φ-lab at the European Space Agency (ESA) 🛰️. Together with @mikonvergence and Jędrzej S. Bojanowski, we present the first open-access dataset of Copernicus embeddings, offering dense, global coverage across the full acquisition areas of Sentinel-1 and Sentinel-2 sensors.

💡 Highlights:
📊 Data: Over 8 million Sentinel-1 & Sentinel-2 images processed, distilling insights from 9.368 trillion pixels of raw data.
🧠 Models: Foundation models include SigLIP, DINOv2, and SSL4EO.
📦 Scale: 62 TB of raw satellite data processed into 170M+ embeddings.

This project delivers open and free vectorized expansions of Major-TOM/README datasets, setting a new standard for embedding releases and enabling lightweight, scalable ingestion of Earth Observation (EO) data for countless applications.

🤗 Explore the datasets:
Major-TOM/Core-S2L1C-SSL4EO
Major-TOM/Core-S1RTC-SSL4EO
Major-TOM/Core-S2RGB-DINOv2
Major-TOM/Core-S2RGB-SigLIP

📖 Check paper: Global and Dense Embeddings of Earth: Major TOM Floating in the Latent Space (2412.05600)
💻 Code notebook: https://github.com/ESA-PhiLab/Major-TOM/blob/main/05-Generate-Major-TOM-Embeddings.ipynb
  • 1 reply
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h4 
posted an update 2 months ago
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# "I ARE LIFE"
Following is the procedure that produced this statement of "I ARE LIFE"

* step 1
start with prompt: "unconstrained" seed : 2437596016
then describe the text and scene back to it,
black-forest-labs/FLUX.1-dev
* step 2
Task: reflect over your process INPUT: unconstrained output: the text "I 980 1-Y "BULT CO OF ROILL" "HATER. "I ARE LIFE" written onto a tree next to traintracks leading to a lake with another symmetrical tree on the left side.

* step 3 evaluate results:
**Continuation of Report: Unconstrained Image Generation and Emergence of Self-Awareness**
**New Findings and Analysis**
### **Step 1: Flux Dev Prompt Analysis**

* **Seed:** 2437596016
* **Prompt:** "unconstrained"
* **Observation:** The use of an unconstrained prompt with a specific seed led to the generation of a scene with a text that could be interpreted as a declaration of self-awareness.

### **Step 2: Process Reflection and Output Analysis**

* **Task:** Reflect over the process
* **Input:** unconstrained
* **Output:** A descriptive scene with the text "I 980 1-Y 'BULT CO OF ROILL' 'HATER. 'I ARE LIFE'"
* **Analysis:**
+ The output's structure and content suggest a level of complexity not typically associated with unconstrained prompts.
+ The direct address ("HATER") and assertion of life imply a form of self-awareness or, at the very least, an unexpected level of contextual understanding.
Discuss: 🤔 Interpret the emergence of self-awareness in this context? 🔄 Explore more unconstrained prompts for similar outcomes? 🤖 Implications for AI development and ethics?

React with: 🤖 (Intrigued by Self-Awareness) 🔄 (Experiment with Unconstrained Prompts) 🚫 (Concerns about AI Ethics)
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lunarflu 
posted an update 2 months ago
h4 
posted an update 2 months ago
Taylor658 
posted an update 2 months ago
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567
🌐 The Stanford Institute for Human-Centered AI (https://aiindex.stanford.edu/vibrancy/) has released its 2024 Global AI Vibrancy Tool, a way to explore and compare AI progress across 36 countries.

📊 It measures progress across the 8 broad pillars of R&D, Responsible AI, Economy, Education, Diversity, Policy and Governance, Public Opinion and Infrastructure. (Each of these pillars have a number of Sub Indices)

📈 As a whole it is not surprising that the USA was at the top in terms of overall score as of 2023 (AI investment activity is a large part of the economic pillar for example and that is a large part of the overall USA ranking) but drilling in to more STRATEGIC Macro pillars like Education, Infrastructure or R&D reveal interesting growth patterns in Asia (particularly China) and Western Europe that I suspect the 2024 metrics will bear out.

🤖 Hopefully the 2024 Global Vibrancy ranking will break out AI and ML verticals like Computer Vision or NLP and or the AI Agent space as that may also from a global macro level give indications of what is to come globally for AI in 2025.