Update README.md

README.md

@@ -1,19 +1,15 @@
 ---
-license: apache-2.0
-language:
-  - en
-  - he
 tags:
   - liskCell
   - AI
+  - research
+  - nlp
   - deep-learning
-  - transformer
-pipeline_tag: text-generation
-library_name: transformers
+  - multilingual
 ---
 
 <p align="center">
-  <img src="https://readme-typing-svg.demolab.com?font=Orbitron&weight=700&size=42&duration=1&pause=99999&color=FF0000&center=true&vCenter=true&width=700&height=90&lines=liskCell+AI+Lab" alt="liskCell"/>
+  <img src="https://readme-typing-svg.demolab.com?font=Orbitron&weight=700&size=48&duration=1&pause=99999&color=FFFFFF&center=true&vCenter=true&width=700&height=100&lines=liskCell" alt="liskCell"/>
 </p>
 
 <p align="center">
@@ -21,140 +17,86 @@ library_name: transformers
 </p>
 
 <p align="center">
-  <img src="https://readme-typing-svg.demolab.com?font=Fira+Code&size=20&duration=2500&pause=600&color=FF0000&center=true&vCenter=true&width=700&height=45&multiline=false&lines=🔴+Advanced+AI+Research;🟠+Next-Gen+Language+Models;🟡+Multilingual+Intelligence;🟢+Open+Source+Innovation;🔵+liskasYR+%40+liskCell;🟣+Pushing+AI+Boundaries" alt="RGB typing animation"/>
+  <img src="https://readme-typing-svg.demolab.com?font=Fira+Code&size=18&duration=2800&pause=700&color=FF0000&center=true&vCenter=true&width=700&height=45&lines=Advanced+AI+Research+Lab;Next-Gen+Language+%26+Multimodal+AI;Open+Source+%7C+Multilingual+%7C+Cutting-Edge;Built+by+liskasYR+%28Yonatan+Yusupov%29" alt="Typing animation"/>
 </p>
 
-# 🧠 liskCell Model Card
-
-> **Developed by:** [liskasYR (Yonatan Yusupov)](https://github.com/liskasYR) · **liskCell AI Lab**  
-> **Organization:** [liskCell](https://huggingface.co/liskCell) — An advanced AI research laboratory pushing the boundaries of intelligent systems.
-
 <p align="center">
-  <img src="https://img.shields.io/badge/liskCell-AI%20Lab-FF0000?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCI+PHBhdGggZmlsbD0id2hpdGUiIGQ9Ik0xMiAyTDIgN2wxMCA1IDEwLTV6TTIgMTdsOSA1IDktNXYtN2wtOSA1LTktNXoiLz48L3N2Zz4=" alt="liskCell"/>
-  <img src="https://img.shields.io/badge/Developer-liskasYR-FF8800?style=for-the-badge&logo=github" alt="liskasYR"/>
-  <img src="https://img.shields.io/badge/HuggingFace-Model%20Card-FFFF00?style=for-the-badge&logo=huggingface&logoColor=black" alt="HuggingFace"/>
-  <img src="https://img.shields.io/badge/License-Apache%202.0-00CC44?style=for-the-badge" alt="License"/>
+  <img src="https://img.shields.io/badge/liskCell-Organization-FF0000?style=for-the-badge" alt="liskCell"/>
+  <img src="https://img.shields.io/badge/Founded%20by-liskasYR-FF8800?style=for-the-badge&logo=github" alt="Founder"/>
+  <img src="https://img.shields.io/badge/Type-AI%20Lab-FFDD00?style=for-the-badge&logoColor=black" alt="Type"/>
+  <img src="https://img.shields.io/badge/Focus-LLM%20%7C%20NLP%20%7C%20Multimodal-00CC44?style=for-the-badge" alt="Focus"/>
   <img src="https://img.shields.io/badge/Lang-EN%20%7C%20HE-0088FF?style=for-the-badge" alt="Language"/>
   <img src="https://img.shields.io/badge/Status-Active-AA00FF?style=for-the-badge" alt="Status"/>
 </p>
 
 ---
 
-## 📌 Model Description
+## 🏢 About liskCell
 
-This model was developed at **liskCell**, an AI lab company pioneering next-generation language and multimodal intelligence — on par with the world's leading AI research organizations.
+**liskCell** is an independent AI research laboratory founded by **liskasYR (Yonatan Yusupov)**, dedicated to advancing the frontiers of artificial intelligence — on par with the world's leading AI organizations like Google DeepMind, Anthropic, and OpenAI.
 
-This model card provides metadata, usage instructions, training details, evaluation results, and ethical considerations for the model.
+We build, train, and open-source state-of-the-art language models, multimodal systems, and AI tools, with a strong focus on:
 
-| Field | Details |
-|-------|---------|
-| **Model Type** | Large Language Model (LLM) |
-| **Developer** | liskasYR @ liskCell |
-| **License** | Apache 2.0 |
-| **Languages** | English, Hebrew |
-| **Architecture** | Transformer-based |
-| **Framework** | 🤗 Transformers |
+- 🔬 **Fundamental AI Research** — pushing the theoretical limits of intelligence
+- 🌍 **Multilingual AI** — with native support for English, Hebrew, and more
+- 🤝 **Open Source** — sharing knowledge and models with the global community
+- 🚀 **Applied Innovation** — turning research into real-world products
 
 ---
 
-## 🚀 Getting Started
-
-### Installation
-
-```bash
-pip install transformers torch
-```
-
-### Quick Usage
-
-```python
-from transformers import AutoTokenizer, AutoModelForCausalLM
+## 👤 Team
 
-model_id = "liskCell/model-name"
-
-tokenizer = AutoTokenizer.from_pretrained(model_id)
-model = AutoModelForCausalLM.from_pretrained(model_id)
-
-inputs = tokenizer("Hello, I am liskCell AI:", return_tensors="pt")
-outputs = model.generate(**inputs, max_new_tokens=100)
-
-print(tokenizer.decode(outputs[0], skip_special_tokens=True))
-```
+| Name | Role | Profile |
+|------|------|---------|
+| **Yonatan Yusupov** | Founder & Lead Researcher | [@liskasYR](https://github.com/liskasYR) |
 
 ---
 
-## 🏋️ Training Details
-
-### Training Data
-
-The model was trained on a curated, high-quality dataset compiled by the **liskCell** research team. The dataset covers diverse domains including science, reasoning, coding, and multilingual content.
+## 🔭 Research Areas
 
-### Training Procedure
-
-| Parameter | Value |
-|-----------|-------|
-| **Optimizer** | AdamW |
-| **Learning Rate** | 2e-5 |
-| **Batch Size** | 32 |
-| **Epochs** | 3 |
-| **Hardware** | NVIDIA A100 GPUs |
-| **Framework** | PyTorch + 🤗 Transformers |
+```
+🧠 Large Language Models (LLM)       🖼️  Multimodal AI
+📝 Natural Language Processing        🌐 Multilingual Systems
+🔢 Mathematical Reasoning             💻 Code Generation
+🔐 AI Safety & Alignment             ⚡ Efficient Inference
+```
 
 ---
 
-## 📊 Evaluation Results
-
-| Benchmark | Score |
-|-----------|-------|
-| MMLU | — |
-| HellaSwag | — |
-| HumanEval | — |
-| TruthfulQA | — |
-
-> *Full evaluation results will be published by liskCell upon official release.*
-
----
+## 📦 Featured Models & Datasets
 
-## ⚠️ Limitations & Biases
+> *Models and datasets will be listed here upon official release by liskCell.*
 
-- The model may produce incorrect or hallucinated information.
-- Performance may vary across languages and domains.
-- Not suitable for high-stakes decisions without human review.
-- Potential for biases inherited from training data.
+| Name | Type | Description | Status |
+|------|------|-------------|--------|
+| `liskCell/core` | LLM | Flagship language model | 🔜 Coming Soon |
+| `liskCell/multilingual` | LLM | EN + HE multilingual model | 🔜 Coming Soon |
+| `liskCell/dataset-heb` | Dataset | Hebrew NLP benchmark dataset | 🔜 Coming Soon |
 
 ---
 
-## 🔐 Ethical Considerations
-
-**liskCell** is committed to responsible AI development. This model:
+## 📊 Organization Stats
 
-- Was evaluated for harmful content generation
-- Follows safety guidelines aligned with international AI ethics standards
-- Should **not** be used for misinformation, harm, or illegal activities
+<p align="center">
+  <img src="https://img.shields.io/badge/Models-Coming%20Soon-FF0000?style=flat-square" alt="Models"/>
+  <img src="https://img.shields.io/badge/Datasets-Coming%20Soon-FF8800?style=flat-square" alt="Datasets"/>
+  <img src="https://img.shields.io/badge/Spaces-Coming%20Soon-FFDD00?style=flat-square&logoColor=black" alt="Spaces"/>
+</p>
 
 ---
 
-## 📄 Citation
-
-If you use this model in your research, please cite:
+## 🔗 Links & Resources
 
-```bibtex
-@misc{liskcell2026,
-  author       = {Yusupov, Yonatan and liskCell AI Lab},
-  title        = {liskCell Language Model},
-  year         = {2026},
-  publisher    = {Hugging Face},
-  howpublished = {\url{https://huggingface.co/liskCell}},
-}
-```
+| Platform | Link |
+|----------|------|
+| 🤗 HuggingFace | [huggingface.co/liskCell](https://huggingface.co/liskCell) |
+| 🐙 GitHub | [github.com/liskasYR](https://github.com/liskasYR) |
 
 ---
 
-## 📬 Contact
+## 📜 License & Usage
 
-- **Developer:** liskasYR (Yonatan Yusupov)
-- **Organization:** liskCell AI Lab
-- **HuggingFace:** [@liskCell](https://huggingface.co/liskCell)
+All liskCell models and datasets released on this page are published under their respective licenses (see each repository). Research use is always encouraged. For commercial use, please refer to individual repository terms.
 
 ---
 
@@ -163,5 +105,5 @@ If you use this model in your research, please cite:
 </p>
 
 <p align="center">
-  <img src="https://readme-typing-svg.demolab.com?font=Fira+Code&size=14&duration=2000&pause=800&color=FF6600&center=true&vCenter=true&width=600&height=30&lines=Made+with+%E2%9D%A4%EF%B8%8F+by+liskCell+AI+Lab;Powered+by+liskasYR+%28Yonatan+Yusupov%29;Research+%26+Innovation+%F0%9F%9A%80" alt="Footer animation"/>
+  <img src="https://readme-typing-svg.demolab.com?font=Fira+Code&size=14&duration=2200&pause=800&color=FF6600&center=true&vCenter=true&width=650&height=30&lines=liskCell+AI+Lab+%E2%80%94+Research+%26+Innovation+%F0%9F%9A%80;Founded+by+liskasYR+%28Yonatan+Yusupov%29+%E2%9D%A4%EF%B8%8F;Pushing+the+Boundaries+of+AI" alt="Footer animation"/>
 </p>