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Deploy Steve Jobs Sovereign Guild edition of Experimentlab profile

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  # ⚛️ Experimentlab (Experimentlab.in)
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  ### Sovereign Artificial Intelligence for Science, Technology, Engineering & Mathematics (STEM)
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- [![Website](https://img.shields.io/badge/Official_Website-experimentlab.in-2563eb?style=for-the-badge&logo=googlechrome&logoColor=white)](https://experimentlab.in)
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- [![GitHub](https://img.shields.io/badge/GitHub-Vigyan_AI_Ecosystem-181717?style=for-the-badge&logo=github&logoColor=white)](https://github.com/shreyansh001boy-tech/vigyan_ai)
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- [![Vigyan Pro Desktop](https://img.shields.io/badge/Vigyan_Pro-Offline_Desktop_v1.0.0-7c3aed?style=for-the-badge&logo=linux&logoColor=white)](https://experimentlab.in/desktop)
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- ---
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  </div>
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- ## 🌌 Mission Statement
 
 
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- **Experimentlab** is dedicated to building sovereign, open-weights foundation models, efficient Small Language Models (SLMs), and offline workstations designed specifically for **STEM researchers, engineers, mathematicians, and students**.
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- Our core philosophy bridges deep academic theory with extreme computational efficiency:
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  * **Zero Cloud Dependence**: 100% offline, privacy-first execution on consumer laptops and edge devices.
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  * **Mathematical Exactitude**: Deterministic CAS (Computer Algebra System) verification for symbolic calculus, linear algebra, and discrete math.
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- * **Sovereign Efficiency**: Pioneer Sparse Mixture-of-Experts (MoE) and 1.58-bit ternary {-1, 0, +1} BitNet quantization running natively on CPUs and NPUs.
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  ---
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  ## 🏛️ Flagship Model Architectures
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- ```mermaid
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- graph LR
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- A["Raw STEM Corpora (Ai2 Dolma, SymPy CAS, arXiv)"] --> B["Vigyan Sovereign Pretraining"]
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- B --> C["Vigyan MoE (1.5B - 3B 4x Experts)"]
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- B --> D["BitNet 1.58-Bit Ternary QAT"]
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- B --> E["Doctoral STEM Series (7B - 32B)"]
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- C --> F["Edge CPU & NPU (GGUF / bitnet.cpp)"]
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- D --> F
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- E --> G["Vigyan Pro Workstation"]
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- ```
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-
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- ### 1. Sparse Mixture of Experts (MoE)
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- * **[`Vigyan-1.5B-4x-MoE`](https://huggingface.co/Experimentlab/Vigyan-1.5B-4x-MoE)**: Ultra-fast 4-expert routed SLM delivering 7B-class STEM reasoning at a fraction of inference memory.
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- * **[`Vigyan-3B-4x-MoE`](https://huggingface.co/Experimentlab/Vigyan-3B-4x-MoE)**: Advanced multi-expert router tuned on symbolic logic and scientific problem-solving.
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-
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- ### 2. 1.58-Bit Ternary BitNet Architectures
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- * **[`vigyan-3b-1.58bit-qat`](https://huggingface.co/Experimentlab/vigyan-3b-1.58bit-qat)**: Pure 1.58-bit weights {-1, 0, +1} trained via Quantization-Aware Training (QAT). Eliminates power-hungry matrix multiplication in favor of integer addition, enabling offline execution on low-power ARM and x86 chips.
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-
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- ### 3. Doctoral & Silicon Hardware Series
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- * **[`olmo2-7b-phd-pure-math`](https://huggingface.co/Experimentlab/olmo2-7b-phd-pure-math)**: Specialization in pure mathematics, formal proofs, topology, and abstract algebra.
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- * **[`olmo2-7b-silicon-rtl-eda`](https://huggingface.co/Experimentlab/olmo2-7b-silicon-rtl-eda)**: Hardware silicon EDA specialist for Verilog RTL synthesis, timing constraints, and digital logic verification.
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- * **[`olmo2-7b-biomed-chem`](https://huggingface.co/Experimentlab/olmo2-7b-biomed-chem)**: Deep biochemistry, computational medicine, and molecular modeling.
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  ---
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- ## 💻 Vigyan Pro Desktop: Offline AI Workstation
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- We build **Vigyan Pro Desktop**, a sovereign offline AI workstation featuring:
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  * **Interactive WaveDrom Digital Timing Studio** for electrical engineering and hardware timing diagrams.
 
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  * **Native SymPy CAS Mathematical Engine** for symbolic calculus, derivatives, integrals, and LaTeX rendering.
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- * **Hybrid RAG & Research Library** for instant citation-backed analysis across local academic PDFs.
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-
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- Download and install the Community Edition directly from [experimentlab.in/desktop](https://experimentlab.in/desktop).
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  ---
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- ## 📂 Curated Collections
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- Explore our verified models grouped by domain:
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- 1. **[🌟 Sovereign STEM SLMs & MoE Architectures](https://huggingface.co/collections/Experimentlab)**
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- 2. **[🔬 Doctoral Mathematics & Silicon EDA](https://huggingface.co/collections/Experimentlab)**
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- 3. **[📚 Open Datasets & Verified Research Whitepapers](https://huggingface.co/collections/Experimentlab)**
 
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  ---
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  <div align="center">
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- <sub>Built with passion for sovereign open-source STEM research by Experimentlab.in • All models strictly open-weights.</sub>
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  </div>
 
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  # ⚛️ Experimentlab (Experimentlab.in)
13
  ### Sovereign Artificial Intelligence for Science, Technology, Engineering & Mathematics (STEM)
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+ [![Official Website](https://img.shields.io/badge/Official_Website-experimentlab.in-2563eb?style=for-the-badge&logo=googlechrome&logoColor=white)](https://experimentlab.in)
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+ [![GitHub Org](https://img.shields.io/badge/GitHub_Org-Vigyan--workstation-10b981?style=for-the-badge&logo=github&logoColor=white)](https://github.com/Vigyan-workstation)
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+ [![Workstation Release](https://img.shields.io/badge/Vigyan_Workstation-v1.0.0_Live-7c3aed?style=for-the-badge&logo=linux&logoColor=white)](https://experimentlab.in/desktop)
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+ > *"Here’s to the rebels who build real things in the physical world. The ones who refuse to rent their intelligence by the token. Who pull the plug and keep calculating."*
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  </div>
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+ ---
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+
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+ ## 🌌 The Mission: Open Foundation STEM Intelligence
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+ **Experimentlab** is dedicated to building sovereign, open-weights foundation models, efficient Small Language Models (SLMs), and offline workstations designed specifically for **physical engineers, mathematicians, roboticists, and researchers**.
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+ We bridge deep academic theory with extreme computational efficiency:
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  * **Zero Cloud Dependence**: 100% offline, privacy-first execution on consumer laptops and edge devices.
31
  * **Mathematical Exactitude**: Deterministic CAS (Computer Algebra System) verification for symbolic calculus, linear algebra, and discrete math.
32
+ * **Sovereign Efficiency**: Pioneering Sparse Mixture-of-Experts (MoE) and 1.58-bit ternary {-1, 0, +1} BitNet quantization running natively on CPUs and NPUs.
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  ---
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  ## 🏛️ Flagship Model Architectures
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+
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+
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+ ### 1. 🌟 Sparse Mixture of Experts (MoE)
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+ * **[](https://huggingface.co/Experimentlab/Vigyan-1.5B-4x-MoE)**: Ultra-fast 4-expert routed SLM delivering 7B-class STEM reasoning at a fraction of inference memory.
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+ * **[](https://huggingface.co/Experimentlab/Vigyan-3B-4x-MoE)**: Advanced multi-expert router tuned on symbolic logic and scientific problem-solving.
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+
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+ ### 2. ⚡ 1.58-Bit Ternary BitNet Architectures
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+ * **[](https://huggingface.co/Experimentlab/vigyan-3b-1.58bit-qat)**: Pure 1.58-bit weights {-1, 0, +1} trained via Quantization-Aware Training (QAT). Eliminates power-hungry matrix multiplication in favor of integer addition, enabling offline execution on low-power ARM and x86 chips.
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+
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+ ### 3. 🔬 Doctoral & Silicon Hardware Series
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+ * **[](https://huggingface.co/Experimentlab/olmo2-7b-silicon-rtl-eda)**: Hardware silicon EDA specialist for Verilog RTL synthesis, timing constraints, and digital logic verification.
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+ * **[](https://huggingface.co/Experimentlab/olmo2-7b-phd-pure-math)**: Specialization in pure mathematics, formal proofs, topology, and abstract algebra.
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+ * **[](https://huggingface.co/Experimentlab/olmo2-7b-biomed-chem)**: Deep biochemistry, computational medicine, and molecular modeling.
 
 
 
 
 
 
 
 
 
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  ---
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+ ## 💻 Vigyan Workstation: 100% Offline AI Workstation
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+ All models pair seamlessly with **[Vigyan Workstation](https://github.com/Vigyan-workstation/vigyan-workstation)**, featuring:
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  * **Interactive WaveDrom Digital Timing Studio** for electrical engineering and hardware timing diagrams.
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+ * **6-DoF Robotics Kinematics Studio** for forward and inverse DH-parameter manipulator simulation.
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  * **Native SymPy CAS Mathematical Engine** for symbolic calculus, derivatives, integrals, and LaTeX rendering.
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+ * **KiCad PCB Netlist Studio** for local electronic circuit verification.
 
 
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  ---
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+ ## 📂 Official Curated Collections
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+
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+ Explore our complete fleet grouped by domain:
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+ 1. **[🌟 Sovereign STEM SLMs & MoE Architectures](https://huggingface.co/collections/Experimentlab/sovereign-stem-slms-and-moe-architectures-6adf68b772867f9a60c2a37e)** — Flagship MoE, BitNet, and edge SLMs.
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+ 2. **[🔬 Doctoral Mathematics & Silicon EDA](https://huggingface.co/collections/Experimentlab/doctoral-mathematics-and-silicon-eda-6adf69cd8305fcbaadf83635)** — Hardware silicon EDA, pure mathematics, astrophysics, and biomedicine.
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+ 3. **[📚 Open Datasets & Verified Research Whitepapers](https://huggingface.co/collections/Experimentlab/open-datasets-and-verified-research-whitepapers-6adf69d1196cdf66ddcffa0d)** — Curated STEM pretraining corpora and research whitepapers.
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  ---
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  <div align="center">
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+ <sub>Crafted with passion for sovereign open-source STEM research by <a href="https://experimentlab.in">Experimentlab.in</a> • Built for the Crazy Ones.</sub>
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  </div>