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Introducing SIMD.ai: Your Expert LLM for Streamlined SIMD Porting

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Introducing SIMD.ai: A Game-Changer for SIMD Development

Navigating the world of SIMD can be frustrating, especially when standard LLMs fail to accurately translate code across architectures. That’s why we created SIMD.ai—a specialized model designed specifically for SIMD coding. Here’s what makes it stand out:

  • Custom-Built Model: Trained on a curated dataset from our own platform, simd.info, ensuring accurate function and intrinsic translations.
  • Advanced Training Techniques: Utilizing fast fine-tuning methods, we achieved exceptional performance in just a few months.
  • Benchmarking Suite: Our open-source tool, LLaMeSIMD, allows developers to evaluate SIMD translation metrics transparently.

Key Features:

  • Multi-architecture support (SSE4.2, NEON, VSX)
  • Real metrics for accurate performance evaluation
  • Easy integration options

We’re currently in BETA and invite developers to join us! Interested in early access? Reach out at simd.ai@vectorcamp.gr. Let’s transform SIMD development together! 🚀

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