AI & ML interests

Tesleum DEX AI Trading: https://dex.tesleum.com

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stevelionheartĀ  updated a model about 8 hours ago
Tesleum/shirdel-dental-stage2-conditions-v4
stevelionheartĀ  updated a model about 8 hours ago
Tesleum/shirdel-dental-stage1-fdi-v5b
stevelionheartĀ  updated a model about 23 hours ago
Tesleum/Shirdel-Finance-E4B
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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 Website

šŸš€ Featured Artifacts

šŸ¤– Specialized Models šŸ“Š 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.

šŸ› ļø 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.

šŸ‘„ Collaboration & Open Source

We are deep believers in open-weights development. Here is how you can collaborate with the Tesleum ecosystem:

  • šŸ› Issue Tracking: For quantization requests or architecture bugs, open a discussion in the respective model repository.
  • šŸ¤ Pull Requests: Found an optimization patch for local runtime deployment? We welcome community contributions.
  • šŸ“Œ Updates: Star our repositories or follow the organization to stay looped into our active release cycle.

🌐 Connect With Us

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