Remove artifact: RELEASE_NOTES.md

RELEASE_NOTES.md

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-# BitTransformerLM v2.0 - Production Release 🚀
-
-## Major Optimizations Implemented
-
-✅ **Performance Enhancements**
-- Optimized run-length encoding with batch processing and parallel compression
-- Memory-efficient chunked attention for long sequences with gradient checkpointing
-- Advanced pipeline parallelism with load balancing and memory management
-
-✅ **Code Quality Improvements**  
-- Unified CLI flag naming conventions across all scripts
-- Standardized function signatures with comprehensive type hints
-- Comprehensive error recovery system with fallback mechanisms
-
-✅ **Production Readiness**
-- Enhanced distributed training with FSDP and advanced communication optimization
-- Robust error handling with graceful degradation
-- Memory monitoring and automatic optimization
-
-## Key Features
-- **Bit-native Architecture**: Efficient processing of binary sequences
-- **Safety Telemetry**: K/C/S metrics for model behavior monitoring  
-- **Reversible Layers**: Memory-efficient transformer architecture
-- **Multi-format Support**: Run-length encoding, bit packing, diffusion mode
-- **Distributed Training**: Advanced parallelism with automatic load balancing
-
-Ready for production deployment and large-scale training workloads.