Add Company Readme

README.md

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+# SciTools
+
+SciTools builds software for **deep code comprehension, analysis, and onboarding**.
+
+For over two decades, SciTools has helped developers, security teams, and organizations understand large, complex codebases — especially those that are unfamiliar, legacy, or safety-critical.
+
+Our flagship products focus on answering hard questions about code:
+- How does this system really work?
+- Where are the risks, dependencies, and design boundaries?
+- How can new developers become productive faster?
+
+---
+
+
+## Available Models
+
+| Model Family | Parameters | Model | Quantization | Direct Download |
+|-------------|-------|-------|--------------|-----------------|
+| Llama 3.2 | 1 Billion | Llama-3.2-1B-Instruct | Q8_0 | [Download](https://huggingface.co/SciTools/Llama3.2/resolve/main/Llama-3.2-1B-Instruct-Q8_0.gguf?download=true) |
+| Llama 3.2 | 3 Billion | Llama-3.2-3B-Instruct | Q8_0 | [Download](https://huggingface.co/SciTools/Llama3.2/resolve/main/Llama-3.2-3B-Instruct-Q8_0.gguf?download=true) |
+| Llama 3.2 | 8 Billion | Llama-3.2-8B-Instruct | Q5_K_M | [Download](https://huggingface.co/SciTools/Llama3.2/resolve/main/Llama-3.2-8B-Instruct-Q5_K_M.gguf?download=true) |
+| Qwen3 | .6 Billion | Qwen3-0.6B | Q4_K_M | [Download](https://huggingface.co/SciTools/Qwen3/resolve/main/Qwen3-0.6B-Q4_K_M.gguf?download=true) |
+| Qwen3 | 1.7 Billion | Qwen3-1.7B | Q4_K_M | [Download](https://huggingface.co/SciTools/Qwen3/resolve/main/Qwen3-1.7B-Q4_K_M.gguf?download=true) |
+| Qwen3 | 4 Billion | Qwen3-4B | Q4_K_M | [Download](https://huggingface.co/SciTools/Qwen3/resolve/main/Qwen3-4B-Q4_K_M.gguf?download=true) |
+| Qwen3 | 8 Billion | Qwen3-8B | Q4_K_M | [Download](https://huggingface.co/SciTools/Qwen3/resolve/main/Qwen3-8B-Q4_K_M.gguf?download=true) |
+| Qwen3 | 14 Billion | Qwen3-14B | Q4_K_M | [Download](https://huggingface.co/SciTools/Qwen3/resolve/main/Qwen3-14B-Q4_K_M.gguf?download=true) |
+
+---
+
+## What We Build
+
+**Understand**  
+A static code analysis and comprehension platform that provides rich insight into code structure, dependencies, metrics, and architecture across many programming languages.
+
+**Onboard**  
+An AI-assisted web tool designed to help developers explore and understand codebases more effectively by combining static analysis with local language models.
+
+---
+
+## Our Approach to AI
+
+We focus on **local, transparent, and developer-controlled AI**.
+
+- Models run locally whenever possible
+- Clear model provenance and reproducibility
+- No hidden fine-tuning or prompt manipulation
+- Designed to integrate with real engineering workflows
+
+The models hosted here are provided to support SciTools products as well as other GGUF-compatible tools.
+
 ---
-title: README
-emoji: 📊
-colorFrom: blue
-colorTo: yellow
-sdk: static
-pinned: false
+## Who Uses SciTools
+
+SciTools products are used by:
+- Software engineers and architects
+- Security and assurance teams
+- Organizations working with large or long-lived codebases
+- Teams operating in regulated or high-assurance environments
+
+---
+
+## Learn More
+
+- Website: https://scitools.com
+- Documentation & Support: https://support.scitools.com
+
 ---
 
-Edit this `README.md` markdown file to author your organization card.
+SciTools is a small, engineering-focused company.  
+We value clarity, correctness, and tools that earn trust over time.