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refactor: rename Z-measure labels to quality-measure in prints and docs

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Elmadani 2026-02-24 22:12:37 +00:00
parent e78bf052a8
commit 4a87a0ceb9
5 changed files with 10 additions and 10 deletions
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6
kimi_z_stream.py
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@ -127,7 +127,7 @@ def fast_z_measure(data, dtype, n_elements):
if len(vals) < 10: if len(vals) < 10:
return None, "too_few_finite" return None, "too_few_finite"
# Z-measure: theta = arccos(|correlation with linear reference|) # theta = arccos(|correlation with linear reference|)
# Pure signal -> decorrelated -> theta near 90 # Pure signal -> decorrelated -> theta near 90
# Noise/bias -> correlated with something simple -> theta near 0 # Noise/bias -> correlated with something simple -> theta near 0
n = len(vals) n = len(vals)
@ -255,7 +255,7 @@ def process_shard(shard_path, shard_idx):
}) })
continue continue
# Z-measure # compute measure
theta, status = fast_z_measure(data, dtype, n_elem) theta, status = fast_z_measure(data, dtype, n_elem)
results.append({ results.append({
@ -320,7 +320,7 @@ def main():
log(f"DOWNLOAD ERROR: {e}") log(f"DOWNLOAD ERROR: {e}")
continue continue
# Z-measure # compute measure
log(f"Z-measuring tensors...") log(f"Z-measuring tensors...")
measure_start = time.time() measure_start = time.time()
shard_results = process_shard(path, shard_idx) shard_results = process_shard(path, shard_idx)

2
mass_z_measure.py
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@ -20,7 +20,7 @@ for model_name in models:
if not os.path.isdir(model_path) or not os.path.exists(manifest_path): if not os.path.isdir(model_path) or not os.path.exists(manifest_path):
continue continue
print(f"\n[Z-MEASURE] {model_name}") print(f"\n[QUALITY-MEASURE] {model_name}")
print(f" Measuring organs...") print(f" Measuring organs...")
results = measure_directory(model_path) results = measure_directory(model_path)

6
organ_measure.py
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@ -1,7 +1,7 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
""" """
Organ Architecture — organ_measure.py Organ Architecture — organ_measure.py
Z-measure organ quality: signal vs noise. Quality measure — organ signal vs noise.
CSCI — cross-scale coherence index CSCI — cross-scale coherence index
θ → 0° : noise (organ adds confusion) θ → 0° : noise (organ adds confusion)
@ -260,7 +260,7 @@ def print_summary(results, title=""):
groups[dirname].append(r) groups[dirname].append(r)
print(f"\n{'='*70}") print(f"\n{'='*70}")
print(f" Z-MEASURE REPORT {title}") print(f" QUALITY REPORT {title}")
print(f"{'='*70}") print(f"{'='*70}")
for group_name in ['skeleton', 'organs', 'embed', 'norm', 'adapters', 'unknown']: for group_name in ['skeleton', 'organs', 'embed', 'norm', 'adapters', 'unknown']:
@ -305,7 +305,7 @@ def print_summary(results, title=""):
def main(): def main():
parser = argparse.ArgumentParser( parser = argparse.ArgumentParser(
description='Organ Architecture — Z-measure organ quality', description='Organ Architecture — quality measure organ',
epilog='CSCI v1.0 — Cross-Scale Coherence Index' epilog='CSCI v1.0 — Cross-Scale Coherence Index'
) )
parser.add_argument('--organ', '-o', help='Path to single organ .bin file') parser.add_argument('--organ', '-o', help='Path to single organ .bin file')

2
organ_purify.py
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@ -18,7 +18,7 @@ Method:
6. Verify: new theta should be closer to 90 6. Verify: new theta should be closer to 90
CSCI(s) = cross_scale_coherence(s, theta=90) CSCI(s) = cross_scale_coherence(s, theta=90)
When theta = 90, Z = i (pure imaginary = pure potential) When theta = 90, signal is maximally coherent (pure signal, minimal noise)
The purified organ IS the signal, nothing else. The purified organ IS the signal, nothing else.
Build v935 Build v935

4
pipeline_935.py
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@ -59,9 +59,9 @@ for gguf_name, organ_name in models.items():
print(f" [ERROR] {r.stderr[-200:]}") print(f" [ERROR] {r.stderr[-200:]}")
results.append({"model": organ_name, "status": "error"}) results.append({"model": organ_name, "status": "error"})
# Z-measure all # Quality measure all
print(f"\n{'='*60}") print(f"\n{'='*60}")
print(f"PHASE 2: Z-MEASURE ALL ORGANS") print(f"PHASE 2: QUALITY MEASURE ALL ORGANS")
print(f"{'='*60}") print(f"{'='*60}")
sys.path.insert(0, "/mnt/data/organ-architecture") sys.path.insert(0, "/mnt/data/organ-architecture")