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Featured Research
Unweight: Lossless MLP Weight Compression for LLM Inference
Unweight is a lossless compression system for LLM weight tensors achieving 1.44x compression on BF16 MLP weights with GPU-native decompression for inference on NVIDIA Hopper GPUs (H100, H200).
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What's New
New research, publications, and insights from our ongoing work.
2026
RFC 9935: Internet X.509 Public Key Infrastructure - Algorithm Identifiers for the Module-Lattice-Based Key-Encapsulation Mechanism (ML-KEM)
cryptographyprotocols
2026
Unweight: Lossless MLP Weight Compression for LLM Inference
machine learningcompressiongpu systems
2025
Kneeliverse: A universal knee-detection library for performance curves
Workload Analysisstorage