Tesleum/shirdel-dental-opg-storage
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AI & ML interests
Tesleum DEX AI Trading: https://dex.tesleum.com
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Organization Card
⚡ Welcome to Tesleum | AI Services
We build highly optimized, specialized AI models and tools tailored for local inference, developer workflows, and seamless application integration. Our focus is on breaking down complex architectures into efficient, production-ready assets.
🌐 Website: www.tesleum.com
🚀 Featured Artifacts
| 🤖 Specialized Models | 📊 Fine-Tuning & Datasets | ⚡ Interactive Spaces |
|---|---|---|
| • shirdel-coder — Optimized for local inference & advanced code generation. | • Evol-Instruct-Code-80k — High-quality supervised instruction sets. | • Model Playground — Test our latest local-first checkpoints in real-time. |
| • GGUF / Q6_K Quantizations — High-fidelity, low-memory checkpoints. | • Synthetic Code Corpus — Curated datasets for syntax and logic alignment. | • Quantization Benchmarks — Compare perplexity across variable bit-rates. |
🛠️ Research Focus & Tech Stack
Our team bridges the gap between massive foundational models and resource-constrained edge environments.
- Core Focus: Local LLM optimization, code intelligence, and fine-tuning via style-supervised instruction (Claude-style alignment mapping).
- Quantization Formats: GGUF, AWQ, and ExLlamaV2 specializing in preserving logic performance at 4-bit and 6-bit boundaries.
- Frameworks & Infrastructure: PyTorch, MLX Engine, Transformers, and custom tokenization pipelines engineered for rapid inference.
👥 Collaboration & Open Source
We are deep believers in open-weights development. Here is how you can collaborate with the Tesleum ecosystem:
- 🐛 Issue Tracking: For quantization requests or architecture bugs, open a discussion in the respective model repository.
- 🤝 Pull Requests: Found an optimization patch for local runtime deployment? We welcome community contributions.
- 📌 Updates: Star our repositories or follow the organization to stay looped into our active release cycle.
🌐 Connect With Us
models 9
Tesleum/Claude-OSS
Updated • 281
Tesleum/0xCoder
Text Generation • 12B • Updated • 389 • 2
Tesleum/0xAgent
Text-to-Image • 12B • Updated • 21
Tesleum/0xDental
Visual Question Answering • 3B • Updated • 23
Tesleum/shirdel-agent-4b
Text Generation • 4B • Updated • 2.09k • 1
Tesleum/shirdel-coder-9b-claude-fable-5
Text Generation • 9B • Updated • 5.24k • 5
Tesleum/shirdel-dental-stage2-conditions-v4
Text-to-Image • 31.2M • Updated • 83
Tesleum/shirdel-dental-stage1-fdi-v5b
Text-to-Image • 19.6M • Updated • 95
Tesleum/Shirdel-Finance-E4B
Reinforcement Learning • 8B • Updated • 751 • 10