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Dataset · Hugging Face

Tribunus-dev/tessera-quantization-research-evidence

Tessera Quantization Research Evidence This dataset is the primary-source measurement evidence from an ongoing research program studying calibrated low-bit quantization (ternary, int4, vector-quantized codebooks) for LLM inference on heterogeneous AMD hardware (RDNA3 iGPU, XDNA1/2 NPU, Zen 4/5 CPU). The work is done in a fork of llama.cpp (project name "Tessera") that adds calibrated per-tensor ternary/payload4/VQ quantization, NPU offload, and RDNA3-native GPU kernels. This is… See the full description on the dataset page: https://huggingface.co/datasets/Tribunus-dev/tessera-quantization-rese

Author / organizationTribunus-dev
License (as declared)apache-2.0
Downloads1.1K (as reported by Hugging Face)
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Created21 August 2026
Last updated at source23 August 2026
quantizationternaryint4vector-quantizationllmggufbenchmarkresearch-evidence
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