Evidence before
optimization claims.

Benchmark infrastructure is ready for verified measurements. Until experiment artifacts are attached, ATLAS keeps the comparison surface intentionally unfilled.

135M / EXPERIMENT TRACK

Small-scale validation track

Values are not reported until verified.

Model Size—not reported

PPL—not reported

Memory Usage—not reported

Inference Speed—not reported

Quantization Overhead—not reported

Accuracy Degradation—not reported

0time / sample

DATA PENDINGModel size comparisonVerified measurements will render here.

0time / sample

DATA PENDINGPPL comparisonVerified measurements will render here.

0time / sample

DATA PENDINGMemory reductionVerified measurements will render here.

0time / sample

DATA PENDINGPerformance comparisonVerified measurements will render here.

COMPARISON SET

Methods reserved for the same evaluation protocol.

FP32INT8INT4GPTQATLAS Quantization

Experimental environment

No public experiment configuration has been attached. Add model version, dataset split, hardware, runtime version, batch size, and evaluation script before publishing a measurement.

Planned

MINIMUM DISCLOSURE

Context makes
a number useful.

Model model version, parameter count, tokenizer, dataset split

Hardware GPU / CPU model, memory, driver, runtime

Method precision, calibration, batch size, sequence length

Result mean, variance, evaluation script, reproduction path

Evidence beforeoptimization claims.

Small-scale validation track

Context makesa number useful.

Evidence before
optimization claims.

Context makes
a number useful.