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🚀 OS Launch: Clean documentation and refined licensing

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This OS launch commit includes:

✅ **Cleaned Documentation**
- Removed inflated claims and marketing language
- Added honest research status and limitations
- Created professional model card and validation reports
- Streamlined licensing to AGPLv3 + commercial contact

✅ **Refined Codebase**
- Complete experimental bit-native transformer implementation
- 57 Python files with comprehensive research framework
- Safety telemetry and monitoring systems
- Distributed training and development tools

✅ **Professional Standards**
- Empirical validation of all claims
- Clear experimental vs production distinctions
- Rigorous research methodology requirements
- Community contribution framework

Ready for serious research evaluation and academic investigation.

Files changed (1) hide show
  1. example.py +6 -0
example.py ADDED
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+ from bit_transformer import example_training_step
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+
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+ if __name__ == "__main__":
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+ loss, telemetry = example_training_step()
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+ print("Training loss:", loss)
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+ print("Available telemetry:", list(telemetry.keys()))