huggingface / alignment-handbook
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 38 files with 2,338 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)
    • 7 files changed 6-20 times (885 lines of code)
    • 31 files changed 1-5 times (1,453 lines of code)
0% | 0% | 0% | 37% | 62%
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 38 files with 2,338 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 1 file changed by 11-25 contributors (83 lines of code)
    • 5 files changed by 6-10 contributors (774 lines of code)
    • 21 files changed by 2-5 contributors (1,102 lines of code)
    • 11 files changed by 1 contributor (379 lines of code)
0% | 3% | 33% | 47% | 16%
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, md, mdx, cfg, gitignore, txt, sh
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 66% | 33%
yaml0% | 0% | 0% | 0% | 100%
cfg0% | 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
src0% | 0% | 0% | 77% | 22%
scripts0% | 0% | 0% | 51% | 48%
ROOT0% | 0% | 0% | 74% | 25%
recipes0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 38)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
model_utils.py
in src/alignment
 83 7 2023-11-08 2024-09-23 16 11 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
setup.py
in root
 108 1 2023-10-26 2025-04-30 16 6 lewis.c.tunstall@gmail.com 2779410+bramvanroy@users.no...
data.py
in src/alignment
 147 5 2023-11-08 2024-08-19 14 6 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
run_sft.py
in scripts
 150 1 2023-11-08 2024-07-31 14 7 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
run_dpo.py
in scripts
 181 1 2023-11-08 2024-07-31 14 6 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
configs.py
in src/alignment
 188 3 2023-11-08 2024-07-30 12 6 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
__init__.py
in src/alignment
 28 - 2023-10-26 2024-07-30 7 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_qlora.yaml
in recipes/zephyr-7b-beta/dpo
 49 - 2024-01-10 2024-07-30 4 3 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
run_cpt.py
in scripts
 132 1 2024-03-14 2024-07-31 4 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-beta/dpo
 35 - 2023-11-10 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-gemma/dpo
 36 - 2024-03-01 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-beta/sft
 41 - 2023-11-10 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-gemma/sft
 43 - 2024-03-01 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_qlora.yaml
in recipes/zephyr-7b-beta/sft
 53 - 2024-01-10 2024-07-30 3 3 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
release.py
in src/alignment
 80 5 2023-11-08 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
multi_gpu.yaml
in recipes/accelerate_configs
 16 - 2023-11-08 2023-11-10 2 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
deepspeed_zero3.yaml
in recipes/accelerate_configs
 22 - 2023-11-08 2023-11-10 2 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
config_zephyr.yaml
in recipes/pref_align_scan/dpo
 34 - 2024-01-18 2024-07-30 2 2 edbeeching@users.noreply.gi... kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-141b-A35b/orpo
 34 - 2024-04-11 2024-07-30 2 2 alvaro@argilla.io kashif.rasul@gmail.com
config_anthropic.yaml
in recipes/constitutional-ai/dpo
 35 - 2024-02-01 2024-07-30 2 2 costa.huang@outlook.com kashif.rasul@gmail.com
config_openhermes.yaml
in recipes/pref_align_scan/dpo
 35 - 2024-01-18 2024-07-30 2 2 edbeeching@users.noreply.gi... kashif.rasul@gmail.com
config_v0.1.yaml
in recipes/starchat2-15b/dpo
 37 - 2024-03-12 2024-07-30 2 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/gpt2-nl/dpo
 38 - 2024-03-14 2024-07-30 2 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
config_full.yaml
in recipes/gpt2-nl/cpt
 40 - 2024-03-14 2024-07-30 2 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
config_full.yaml
in recipes/gpt2-nl/sft
 40 - 2024-03-14 2024-07-30 2 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
config_anthropic.yaml
in recipes/constitutional-ai/sft
 43 - 2024-02-01 2024-07-30 2 2 costa.huang@outlook.com kashif.rasul@gmail.com
config_grok.yaml
in recipes/constitutional-ai/sft
 43 - 2024-02-01 2024-07-30 2 2 costa.huang@outlook.com kashif.rasul@gmail.com
config_v0.1.yaml
in recipes/starchat2-15b/sft
 44 - 2024-03-12 2024-07-30 2 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
run_orpo.py
in scripts
 182 1 2024-04-11 2024-07-30 2 2 alvaro@argilla.io kashif.rasul@gmail.com
fsdp_qlora.yaml
in recipes/accelerate_configs
 25 - 2024-05-08 2024-05-08 1 1 deep.diver.csp@gmail.com deep.diver.csp@gmail.com
fsdp.yaml
in recipes/accelerate_configs
 26 - 2024-04-11 2024-04-11 1 1 alvaro@argilla.io alvaro@argilla.io
cfg
setup.cfg
in root
 37 - 2023-10-26 2023-10-26 1 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
config_smol.yaml
in recipes/smollm2/dpo
 37 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config.yaml
in recipes/smollm2/dpo
 37 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config_smol.yaml
in recipes/smollm2/sft
 40 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config.yaml
in recipes/smollm2/sft
 42 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config.yaml
in recipes/smollm/sft
 47 - 2024-08-19 2024-08-19 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
decontaminate.py
in src/alignment
 50 5 2024-03-12 2024-03-12 1 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
Files With Most Contributors (Top 38)
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
model_utils.py
in src/alignment
 83 7 2023-11-08 2024-09-23 16 11 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
run_sft.py
in scripts
 150 1 2023-11-08 2024-07-31 14 7 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
setup.py
in root
 108 1 2023-10-26 2025-04-30 16 6 lewis.c.tunstall@gmail.com 2779410+bramvanroy@users.no...
data.py
in src/alignment
 147 5 2023-11-08 2024-08-19 14 6 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
run_dpo.py
in scripts
 181 1 2023-11-08 2024-07-31 14 6 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
configs.py
in src/alignment
 188 3 2023-11-08 2024-07-30 12 6 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_qlora.yaml
in recipes/zephyr-7b-beta/dpo
 49 - 2024-01-10 2024-07-30 4 3 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_qlora.yaml
in recipes/zephyr-7b-beta/sft
 53 - 2024-01-10 2024-07-30 3 3 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
__init__.py
in src/alignment
 28 - 2023-10-26 2024-07-30 7 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
run_cpt.py
in scripts
 132 1 2024-03-14 2024-07-31 4 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-gemma/sft
 43 - 2024-03-01 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-gemma/dpo
 36 - 2024-03-01 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-beta/sft
 41 - 2023-11-10 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-beta/dpo
 35 - 2023-11-10 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
release.py
in src/alignment
 80 5 2023-11-08 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-141b-A35b/orpo
 34 - 2024-04-11 2024-07-30 2 2 alvaro@argilla.io kashif.rasul@gmail.com
config_v0.1.yaml
in recipes/starchat2-15b/sft
 44 - 2024-03-12 2024-07-30 2 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_v0.1.yaml
in recipes/starchat2-15b/dpo
 37 - 2024-03-12 2024-07-30 2 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_openhermes.yaml
in recipes/pref_align_scan/dpo
 35 - 2024-01-18 2024-07-30 2 2 edbeeching@users.noreply.gi... kashif.rasul@gmail.com
config_zephyr.yaml
in recipes/pref_align_scan/dpo
 34 - 2024-01-18 2024-07-30 2 2 edbeeching@users.noreply.gi... kashif.rasul@gmail.com
config_grok.yaml
in recipes/constitutional-ai/sft
 43 - 2024-02-01 2024-07-30 2 2 costa.huang@outlook.com kashif.rasul@gmail.com
config_anthropic.yaml
in recipes/constitutional-ai/sft
 43 - 2024-02-01 2024-07-30 2 2 costa.huang@outlook.com kashif.rasul@gmail.com
config_anthropic.yaml
in recipes/constitutional-ai/dpo
 35 - 2024-02-01 2024-07-30 2 2 costa.huang@outlook.com kashif.rasul@gmail.com
config_full.yaml
in recipes/gpt2-nl/sft
 40 - 2024-03-14 2024-07-30 2 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
config_full.yaml
in recipes/gpt2-nl/dpo
 38 - 2024-03-14 2024-07-30 2 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
config_full.yaml
in recipes/gpt2-nl/cpt
 40 - 2024-03-14 2024-07-30 2 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
run_orpo.py
in scripts
 182 1 2024-04-11 2024-07-30 2 2 alvaro@argilla.io kashif.rasul@gmail.com
deepspeed_zero3.yaml
in recipes/accelerate_configs
 22 - 2023-11-08 2023-11-10 2 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
multi_gpu.yaml
in recipes/accelerate_configs
 16 - 2023-11-08 2023-11-10 2 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
config.yaml
in recipes/smollm2/sft
 42 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config_smol.yaml
in recipes/smollm2/sft
 40 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config.yaml
in recipes/smollm2/dpo
 37 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config_smol.yaml
in recipes/smollm2/dpo
 37 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
fsdp_qlora.yaml
in recipes/accelerate_configs
 25 - 2024-05-08 2024-05-08 1 1 deep.diver.csp@gmail.com deep.diver.csp@gmail.com
fsdp.yaml
in recipes/accelerate_configs
 26 - 2024-04-11 2024-04-11 1 1 alvaro@argilla.io alvaro@argilla.io
config.yaml
in recipes/smollm/sft
 47 - 2024-08-19 2024-08-19 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
decontaminate.py
in src/alignment
 50 5 2024-03-12 2024-03-12 1 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
cfg
setup.cfg
in root
 37 - 2023-10-26 2023-10-26 1 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
Files With Least Contributors (Top 38)
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
decontaminate.py
in src/alignment
 50 5 2024-03-12 2024-03-12 1 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
config.yaml
in recipes/smollm/sft
 47 - 2024-08-19 2024-08-19 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config.yaml
in recipes/smollm2/sft
 42 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config_smol.yaml
in recipes/smollm2/sft
 40 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config.yaml
in recipes/smollm2/dpo
 37 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
config_smol.yaml
in recipes/smollm2/dpo
 37 - 2024-11-21 2024-11-21 1 1 44069155+loubnabnl@users.no... 44069155+loubnabnl@users.no...
cfg
setup.cfg
in root
 37 - 2023-10-26 2023-10-26 1 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
fsdp.yaml
in recipes/accelerate_configs
 26 - 2024-04-11 2024-04-11 1 1 alvaro@argilla.io alvaro@argilla.io
fsdp_qlora.yaml
in recipes/accelerate_configs
 25 - 2024-05-08 2024-05-08 1 1 deep.diver.csp@gmail.com deep.diver.csp@gmail.com
deepspeed_zero3.yaml
in recipes/accelerate_configs
 22 - 2023-11-08 2023-11-10 2 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
multi_gpu.yaml
in recipes/accelerate_configs
 16 - 2023-11-08 2023-11-10 2 1 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
run_orpo.py
in scripts
 182 1 2024-04-11 2024-07-30 2 2 alvaro@argilla.io kashif.rasul@gmail.com
run_cpt.py
in scripts
 132 1 2024-03-14 2024-07-31 4 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
release.py
in src/alignment
 80 5 2023-11-08 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_v0.1.yaml
in recipes/starchat2-15b/sft
 44 - 2024-03-12 2024-07-30 2 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-gemma/sft
 43 - 2024-03-01 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_grok.yaml
in recipes/constitutional-ai/sft
 43 - 2024-02-01 2024-07-30 2 2 costa.huang@outlook.com kashif.rasul@gmail.com
config_anthropic.yaml
in recipes/constitutional-ai/sft
 43 - 2024-02-01 2024-07-30 2 2 costa.huang@outlook.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-beta/sft
 41 - 2023-11-10 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/gpt2-nl/sft
 40 - 2024-03-14 2024-07-30 2 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
config_full.yaml
in recipes/gpt2-nl/cpt
 40 - 2024-03-14 2024-07-30 2 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
config_full.yaml
in recipes/gpt2-nl/dpo
 38 - 2024-03-14 2024-07-30 2 2 2779410+bramvanroy@users.no... kashif.rasul@gmail.com
config_v0.1.yaml
in recipes/starchat2-15b/dpo
 37 - 2024-03-12 2024-07-30 2 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-gemma/dpo
 36 - 2024-03-01 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-7b-beta/dpo
 35 - 2023-11-10 2024-07-30 3 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_openhermes.yaml
in recipes/pref_align_scan/dpo
 35 - 2024-01-18 2024-07-30 2 2 edbeeching@users.noreply.gi... kashif.rasul@gmail.com
config_anthropic.yaml
in recipes/constitutional-ai/dpo
 35 - 2024-02-01 2024-07-30 2 2 costa.huang@outlook.com kashif.rasul@gmail.com
config_full.yaml
in recipes/zephyr-141b-A35b/orpo
 34 - 2024-04-11 2024-07-30 2 2 alvaro@argilla.io kashif.rasul@gmail.com
config_zephyr.yaml
in recipes/pref_align_scan/dpo
 34 - 2024-01-18 2024-07-30 2 2 edbeeching@users.noreply.gi... kashif.rasul@gmail.com
__init__.py
in src/alignment
 28 - 2023-10-26 2024-07-30 7 2 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_qlora.yaml
in recipes/zephyr-7b-beta/sft
 53 - 2024-01-10 2024-07-30 3 3 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
config_qlora.yaml
in recipes/zephyr-7b-beta/dpo
 49 - 2024-01-10 2024-07-30 4 3 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
configs.py
in src/alignment
 188 3 2023-11-08 2024-07-30 12 6 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
run_dpo.py
in scripts
 181 1 2023-11-08 2024-07-31 14 6 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
data.py
in src/alignment
 147 5 2023-11-08 2024-08-19 14 6 lewis.c.tunstall@gmail.com lewis.c.tunstall@gmail.com
setup.py
in root
 108 1 2023-10-26 2025-04-30 16 6 lewis.c.tunstall@gmail.com 2779410+bramvanroy@users.no...
run_sft.py
in scripts
 150 1 2023-11-08 2024-07-31 14 7 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com
model_utils.py
in src/alignment
 83 7 2023-11-08 2024-09-23 16 11 lewis.c.tunstall@gmail.com kashif.rasul@gmail.com