Add cleaned commit-message dataset (default + training_view configs)
Browse files- .gitattributes +2 -0
- README.md +154 -0
- data/test.jsonl +0 -0
- data/train.jsonl +3 -0
- data/val.jsonl +0 -0
- stats.json +70 -0
- training_view/test.jsonl +0 -0
- training_view/train.jsonl +3 -0
- training_view/val.jsonl +0 -0
.gitattributes
CHANGED
|
@@ -58,3 +58,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 58 |
# Video files - compressed
|
| 59 |
*.mp4 filter=lfs diff=lfs merge=lfs -text
|
| 60 |
*.webm filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
| 58 |
# Video files - compressed
|
| 59 |
*.mp4 filter=lfs diff=lfs merge=lfs -text
|
| 60 |
*.webm filter=lfs diff=lfs merge=lfs -text
|
| 61 |
+
data/train.jsonl filter=lfs diff=lfs merge=lfs -text
|
| 62 |
+
training_view/train.jsonl filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
|
@@ -0,0 +1,154 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: other
|
| 3 |
+
license_name: various-permissive-open-source-licenses
|
| 4 |
+
task_categories:
|
| 5 |
+
- text-generation
|
| 6 |
+
language:
|
| 7 |
+
- en
|
| 8 |
+
tags:
|
| 9 |
+
- commit-message
|
| 10 |
+
- conventional-commits
|
| 11 |
+
- git
|
| 12 |
+
- software-engineering
|
| 13 |
+
- code
|
| 14 |
+
size_category:
|
| 15 |
+
- 100K<n<1M
|
| 16 |
+
pretty_name: Commit Messages from High-Quality Repositories
|
| 17 |
+
configs:
|
| 18 |
+
- config_name: default
|
| 19 |
+
data_files:
|
| 20 |
+
- split: train
|
| 21 |
+
path: data/train.jsonl
|
| 22 |
+
- split: validation
|
| 23 |
+
path: data/val.jsonl
|
| 24 |
+
- split: test
|
| 25 |
+
path: data/test.jsonl
|
| 26 |
+
- config_name: training_view
|
| 27 |
+
data_files:
|
| 28 |
+
- split: train
|
| 29 |
+
path: training_view/train.jsonl
|
| 30 |
+
- split: validation
|
| 31 |
+
path: training_view/val.jsonl
|
| 32 |
+
- split: test
|
| 33 |
+
path: training_view/test.jsonl
|
| 34 |
+
---
|
| 35 |
+
|
| 36 |
+
# Commit Messages from High-Quality Repositories
|
| 37 |
+
|
| 38 |
+
292,269 cleaned git commit messages scraped from the full histories of 15 well-regarded open-source
|
| 39 |
+
projects, balanced across two styles: **normal** (196,372) and
|
| 40 |
+
**conventional commits** (95,897).
|
| 41 |
+
|
| 42 |
+
## Dataset Summary
|
| 43 |
+
|
| 44 |
+
- Each record contains the commit `subject`, `body`, plus metadata: `repo`, `sha`, `date`,
|
| 45 |
+
`author`, and labels: `style` (normal/conventional), `type` (fix, feat, docs, ...),
|
| 46 |
+
`scope`, `breaking`.
|
| 47 |
+
- Heavy cleaning: GitHub squash suffixes `(#123)` stripped, bot/automated commits removed,
|
| 48 |
+
canned boilerplate removed, exact duplicates removed, git trailers (Signed-off-by etc.)
|
| 49 |
+
stripped from bodies, junk subjects ("wip", "update", ...) removed.
|
| 50 |
+
- **Temporal split**: train is the oldest ~98% of commits, validation the next ~1%, test the
|
| 51 |
+
newest ~1%. No train/eval temporal leakage: every eval commit is newer than every train commit.
|
| 52 |
+
|
| 53 |
+
## Supported Tasks
|
| 54 |
+
|
| 55 |
+
- `text-generation`: commit message generation, style modeling, conventional-commit
|
| 56 |
+
classification, software-engineering NLP.
|
| 57 |
+
|
| 58 |
+
## Usage
|
| 59 |
+
|
| 60 |
+
```python
|
| 61 |
+
from datasets import load_dataset
|
| 62 |
+
|
| 63 |
+
ds = load_dataset("USERNAME/REPO", "default") # full metadata records
|
| 64 |
+
view = load_dataset("USERNAME/REPO", "training_view") # prompt/completion pairs (body -> subject)
|
| 65 |
+
```
|
| 66 |
+
|
| 67 |
+
`training_view` maps a change description (the commit body) to the commit subject line and is
|
| 68 |
+
formatted for fine-tuning tools such as Unsloth, with explicit `prompt` and `completion` columns.
|
| 69 |
+
|
| 70 |
+
## Source Repositories
|
| 71 |
+
|
| 72 |
+
| Repository | URL | Commits in dataset |
|
| 73 |
+
|---|---|---|
|
| 74 |
+
| postgres | https://github.com/postgres/postgres | 57,971 |
|
| 75 |
+
| openssl | https://github.com/openssl/openssl | 53,169 |
|
| 76 |
+
| angular | https://github.com/angular/angular | 39,465 |
|
| 77 |
+
| curl | https://github.com/curl/curl | 37,130 |
|
| 78 |
+
| ant-design | https://github.com/ant-design/ant-design | 22,853 |
|
| 79 |
+
| neovim | https://github.com/neovim/neovim | 22,096 |
|
| 80 |
+
| babel | https://github.com/babel/babel | 13,719 |
|
| 81 |
+
| vite | https://github.com/vitejs/vite | 8,209 |
|
| 82 |
+
| eslint | https://github.com/eslint/eslint | 7,837 |
|
| 83 |
+
| tmux | https://github.com/tmux/tmux | 7,618 |
|
| 84 |
+
| vue-core | https://github.com/vuejs/core | 7,540 |
|
| 85 |
+
| vitest | https://github.com/vitest-dev/vitest | 5,120 |
|
| 86 |
+
| nestjs | https://github.com/nestjs/nest | 4,147 |
|
| 87 |
+
| chart-js | https://github.com/chartjs/Chart.js | 3,718 |
|
| 88 |
+
| axios | https://github.com/axios/axios | 1,677 |
|
| 89 |
+
|
| 90 |
+
## Upstream Licenses
|
| 91 |
+
|
| 92 |
+
Commit messages are inherited from their source projects. Repositories under copyleft or
|
| 93 |
+
source-available licenses (git: GPL-2.0; redis: BSD-3 / RSALv2 / SSPLv1) were **excluded**
|
| 94 |
+
as a precaution: software licenses technically cover the licensed program rather than VCS
|
| 95 |
+
metadata, but commit messages are therefore not openly licensed either, and longer commit
|
| 96 |
+
bodies can constitute original expression of their authors. Only permissively-licensed
|
| 97 |
+
projects are included:
|
| 98 |
+
|
| 99 |
+
| Repository | License |
|
| 100 |
+
|---|---|
|
| 101 |
+
| angular/angular | MIT |
|
| 102 |
+
| vuejs/core | MIT |
|
| 103 |
+
| vitejs/vite | MIT |
|
| 104 |
+
| babel/babel | MIT |
|
| 105 |
+
| eslint/eslint | MIT |
|
| 106 |
+
| ant-design/ant-design | MIT |
|
| 107 |
+
| axios/axios | MIT |
|
| 108 |
+
| nestjs/nest | MIT |
|
| 109 |
+
| chartjs/Chart.js | MIT |
|
| 110 |
+
| vitest-dev/vitest | MIT |
|
| 111 |
+
| curl/curl | curl (MIT-style) |
|
| 112 |
+
| neovim/neovim | Apache-2.0 / VIM |
|
| 113 |
+
| tmux/tmux | ISC |
|
| 114 |
+
| openssl/openssl | Apache-2.0 |
|
| 115 |
+
| postgres/postgres | PostgreSQL License |
|
| 116 |
+
|
| 117 |
+
Users should still respect upstream license terms when redistributing or using this dataset commercially.
|
| 118 |
+
|
| 119 |
+
## Cleaning Statistics
|
| 120 |
+
|
| 121 |
+
| Filter | Records dropped |
|
| 122 |
+
|---|---|
|
| 123 |
+
| duplicate | 77,038 |
|
| 124 |
+
| bad_subject | 16,190 |
|
| 125 |
+
| bot_or_automated | 26,432 |
|
| 126 |
+
| license_excluded | 83,369 |
|
| 127 |
+
| canned_message | 9,943 |
|
| 128 |
+
|
| 129 |
+
## Splits
|
| 130 |
+
|
| 131 |
+
| Split | Records | Date range |
|
| 132 |
+
|---|---|---|
|
| 133 |
+
| train | 286,425 | 1996-07-09 → 2026-07-14 |
|
| 134 |
+
| validation | 2,922 | 2026-07-14 → 2026-08-20 |
|
| 135 |
+
| test | 2,922 | 2026-08-20 → 2026-09-23 |
|
| 136 |
+
|
| 137 |
+
## Privacy
|
| 138 |
+
|
| 139 |
+
- No author names or email addresses are included. Records are identified only by content
|
| 140 |
+
`sha` + repository, which preserves verifiable provenance without identifying individuals.
|
| 141 |
+
- Note: commit bodies may reference contributor names in prose (e.g. credit lines), as these
|
| 142 |
+
are part of the historical commit text itself.
|
| 143 |
+
|
| 144 |
+
## Limitations
|
| 145 |
+
|
| 146 |
+
- English-dominant; commit messages from a single ecosystem of C/C++ and JavaScript/TypeScript projects.
|
| 147 |
+
- No diffs attached: the dataset describes *what was written*, not the code change itself.
|
| 148 |
+
- Bodies are truncated at 2,000 characters.
|
| 149 |
+
- Human authors made the source commits; quality varies by repository and era.
|
| 150 |
+
|
| 151 |
+
## Reproduction
|
| 152 |
+
|
| 153 |
+
Built with a two-stage pipeline (blobless `git clone --filter=blob:none`, then
|
| 154 |
+
`git log` export and rule-based cleaning). See `stats.json` for exact counts.
|
data/test.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
data/train.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4bd484224454ff9000e013abc25f87df737846d36f95ec5634528faf5c4909bb
|
| 3 |
+
size 119883003
|
data/val.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
stats.json
ADDED
|
@@ -0,0 +1,70 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"raw_commits": 505241,
|
| 3 |
+
"clean_commits": 292269,
|
| 4 |
+
"dropped": {
|
| 5 |
+
"duplicate": 77038,
|
| 6 |
+
"bad_subject": 16190,
|
| 7 |
+
"bot_or_automated": 26432,
|
| 8 |
+
"license_excluded": 83369,
|
| 9 |
+
"canned_message": 9943
|
| 10 |
+
},
|
| 11 |
+
"transformed": {
|
| 12 |
+
"pr_ref_stripped": 103336
|
| 13 |
+
},
|
| 14 |
+
"split_method": "temporal (train oldest 98%, val next 1%, test newest 1%)",
|
| 15 |
+
"split_date_ranges": {
|
| 16 |
+
"test": {
|
| 17 |
+
"from": "2026-08-20T09:03:11-07:00",
|
| 18 |
+
"to": "2026-09-23T12:19:07+08:00"
|
| 19 |
+
},
|
| 20 |
+
"val": {
|
| 21 |
+
"from": "2026-07-14T13:00:59-04:00",
|
| 22 |
+
"to": "2026-08-20T18:00:57+05:30"
|
| 23 |
+
},
|
| 24 |
+
"train": {
|
| 25 |
+
"from": "1996-07-09T06:22:35Z",
|
| 26 |
+
"to": "2026-07-14T20:29:05+05:00"
|
| 27 |
+
}
|
| 28 |
+
},
|
| 29 |
+
"splits": {
|
| 30 |
+
"test": 2922,
|
| 31 |
+
"val": 2922,
|
| 32 |
+
"train": 286425
|
| 33 |
+
},
|
| 34 |
+
"by_style": {
|
| 35 |
+
"normal": 196372,
|
| 36 |
+
"conventional": 95897
|
| 37 |
+
},
|
| 38 |
+
"by_type": {
|
| 39 |
+
"fix": 29511,
|
| 40 |
+
"docs": 18158,
|
| 41 |
+
"refactor": 11909,
|
| 42 |
+
"feat": 10622,
|
| 43 |
+
"chore": 7880,
|
| 44 |
+
"build": 6728,
|
| 45 |
+
"test": 5862,
|
| 46 |
+
"ci": 3196,
|
| 47 |
+
"perf": 1246,
|
| 48 |
+
"style": 771,
|
| 49 |
+
"revert": 10,
|
| 50 |
+
"improvement": 4
|
| 51 |
+
},
|
| 52 |
+
"by_repo": {
|
| 53 |
+
"postgres": 57971,
|
| 54 |
+
"openssl": 53169,
|
| 55 |
+
"angular": 39465,
|
| 56 |
+
"curl": 37130,
|
| 57 |
+
"ant-design": 22853,
|
| 58 |
+
"neovim": 22096,
|
| 59 |
+
"babel": 13719,
|
| 60 |
+
"vite": 8209,
|
| 61 |
+
"eslint": 7837,
|
| 62 |
+
"tmux": 7618,
|
| 63 |
+
"vue-core": 7540,
|
| 64 |
+
"vitest": 5120,
|
| 65 |
+
"nestjs": 4147,
|
| 66 |
+
"chart-js": 3718,
|
| 67 |
+
"axios": 1677
|
| 68 |
+
},
|
| 69 |
+
"seed": 42
|
| 70 |
+
}
|
training_view/test.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
training_view/train.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cb83528d735f5336ae3dfc24661da0f44267a74abd9b3593626936e088fd5877
|
| 3 |
+
size 96794890
|
training_view/val.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|