azure / torchtune-azureml
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 17 files with 3,118 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 0 files changed 21-50 times (0 lines of code)
    • 0 files changed 6-20 times (0 lines of code)
    • 17 files changed 1-5 times (3,118 lines of code)
0% | 0% | 0% | 0% | 100%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 17 files with 3,118 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 0 files changed by 11-25 contributors (0 lines of code)
    • 0 files changed by 6-10 contributors (0 lines of code)
    • 0 files changed by 2-5 contributors (0 lines of code)
    • 17 files changed by 1 contributor (3,118 lines of code)
0% | 0% | 0% | 0% | 100%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
yaml, py, txt, md, ipynb, gitignore, prettierignore
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ipynb0% | 0% | 0% | 0% | 100%
py0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ROOT0% | 0% | 0% | 0% | 100%
scripts0% | 0% | 0% | 0% | 100%
utils0% | 0% | 0% | 0% | 0%
Most Frequently Changed Files (Top 23)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
559 - 2024-11-02 2025-02-23 5 1 housekdk@naver.com housekdk@naver.com
555 - 2024-11-02 2025-02-21 4 1 housekdk@naver.com housekdk@naver.com
571 - 2024-11-02 2025-02-21 4 1 housekdk@naver.com housekdk@naver.com
quant_phi3.yaml
in scripts
 18 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
quant_phi4.yaml
in scripts
 22 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
26 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
32 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
204 11 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
211 11 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
261 12 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
261 12 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
util.py
in scripts
 14 1 2025-02-23 2025-02-23 1 1 housekdk@naver.com housekdk@naver.com
70 - 2025-01-24 2025-01-24 1 1 housekdk@naver.com housekdk@naver.com
76 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
76 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
81 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
81 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
logger.py
in scripts
 12 -
logger.py
in utils
 12 -
15 1
17 -
26 -
101 6
Files With Most Contributors (Top 23)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
559 - 2024-11-02 2025-02-23 5 1 housekdk@naver.com housekdk@naver.com
555 - 2024-11-02 2025-02-21 4 1 housekdk@naver.com housekdk@naver.com
571 - 2024-11-02 2025-02-21 4 1 housekdk@naver.com housekdk@naver.com
211 11 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
quant_phi3.yaml
in scripts
 18 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
26 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
261 12 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
quant_phi4.yaml
in scripts
 22 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
204 11 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
261 12 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
32 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
util.py
in scripts
 14 1 2025-02-23 2025-02-23 1 1 housekdk@naver.com housekdk@naver.com
81 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
81 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
76 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
76 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
70 - 2025-01-24 2025-01-24 1 1 housekdk@naver.com housekdk@naver.com
15 1
101 6
logger.py
in utils
 12 -
17 -
26 -
logger.py
in scripts
 12 -
Files With Least Contributors (Top 23)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
101 6
26 -
17 -
15 1
logger.py
in utils
 12 -
logger.py
in scripts
 12 -
571 - 2024-11-02 2025-02-21 4 1 housekdk@naver.com housekdk@naver.com
559 - 2024-11-02 2025-02-23 5 1 housekdk@naver.com housekdk@naver.com
555 - 2024-11-02 2025-02-21 4 1 housekdk@naver.com housekdk@naver.com
261 12 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
261 12 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
211 11 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
204 11 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
81 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
81 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
76 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
76 - 2025-02-21 2025-02-21 1 1 housekdk@naver.com housekdk@naver.com
70 - 2025-01-24 2025-01-24 1 1 housekdk@naver.com housekdk@naver.com
32 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
26 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
quant_phi4.yaml
in scripts
 22 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
quant_phi3.yaml
in scripts
 18 - 2025-02-21 2025-02-23 2 1 housekdk@naver.com housekdk@naver.com
util.py
in scripts
 14 1 2025-02-23 2025-02-23 1 1 housekdk@naver.com housekdk@naver.com
Correlations

File Size vs. Number of Changes: 17 points

scripts/evaluation_phi3.yaml x: 26 lines of code y: 2 # changes scripts/evaluation_phi4.yaml x: 32 lines of code y: 2 # changes scripts/launcher_distributed.py x: 261 lines of code y: 2 # changes scripts/launcher_single.py x: 204 lines of code y: 2 # changes scripts/launcher_single_kd.py x: 211 lines of code y: 2 # changes scripts/quant_phi3.yaml x: 18 lines of code y: 2 # changes scripts/quant_phi4.yaml x: 22 lines of code y: 2 # changes scripts/util.py x: 14 lines of code y: 1 # changes training_sft.ipynb x: 559 lines of code y: 5 # changes training_dpo.ipynb x: 555 lines of code y: 4 # changes training_kd.ipynb x: 571 lines of code y: 4 # changes scripts/lora_finetune_dpo_phi3.yaml x: 76 lines of code y: 1 # changes scripts/lora_finetune_dpo_phi4.yaml x: 81 lines of code y: 1 # changes scripts/knowledge_distillation_qwen2.yaml x: 70 lines of code y: 1 # changes
5.0
# changes
  min: 1.0
  average: 2.06
  25th percentile: 1.0
  median: 2.0
  75th percentile: 2.0
  max: 5.0
0 571.0
lines of code
min: 14.0 | average: 183.41 | 25th percentile: 29.0 | median: 81.0 | 75th percentile: 261.0 | max: 571.0

Number of Contributors vs. Number of Changes: 17 points

scripts/evaluation_phi3.yaml x: 1 # contributors y: 2 # changes scripts/util.py x: 1 # contributors y: 1 # changes training_sft.ipynb x: 1 # contributors y: 5 # changes training_dpo.ipynb x: 1 # contributors y: 4 # changes
5.0
# changes
  min: 1.0
  average: 2.06
  25th percentile: 1.0
  median: 2.0
  75th percentile: 2.0
  max: 5.0
0 1.0
# contributors
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0

Number of Contributors vs. File Size: 17 points

scripts/evaluation_phi3.yaml x: 1 # contributors y: 26 lines of code scripts/evaluation_phi4.yaml x: 1 # contributors y: 32 lines of code scripts/launcher_distributed.py x: 1 # contributors y: 261 lines of code scripts/launcher_single.py x: 1 # contributors y: 204 lines of code scripts/launcher_single_kd.py x: 1 # contributors y: 211 lines of code scripts/quant_phi3.yaml x: 1 # contributors y: 18 lines of code scripts/quant_phi4.yaml x: 1 # contributors y: 22 lines of code scripts/util.py x: 1 # contributors y: 14 lines of code training_sft.ipynb x: 1 # contributors y: 559 lines of code training_dpo.ipynb x: 1 # contributors y: 555 lines of code training_kd.ipynb x: 1 # contributors y: 571 lines of code scripts/lora_finetune_dpo_phi3.yaml x: 1 # contributors y: 76 lines of code scripts/lora_finetune_dpo_phi4.yaml x: 1 # contributors y: 81 lines of code scripts/knowledge_distillation_qwen2.yaml x: 1 # contributors y: 70 lines of code
571.0
lines of code
  min: 14.0
  average: 183.41
  25th percentile: 29.0
  median: 81.0
  75th percentile: 261.0
  max: 571.0
0 1.0
# contributors
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0