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feat: fundamental codebase refactor #156

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feat: fundamental codebase refactor #156

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@b4rtaz b4rtaz commented Feb 6, 2025

This PR introduces fundamental changes in Distributed Llama. Work in progress.

List of changes:

  • ✅ Introduced an abstract neural network model with opcodes to describe neural network behavior
  • ✅ Completely restructure the project
  • ✅ Batch processing to support evaluation and prediction #138
  • ✅ Speed up matmul operation for the evaluation

In progress:

  • ⌛ ARM and AVX2 optimalisation for all op codes
  • ⌛ Restore chat, api

This was referenced Feb 6, 2025
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