huggingface / swift-transformers 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 34 files with 5,336 lines of code.

0 files changed more than 100 times (0 lines of code)
0 files changed 51-100 times (0 lines of code)
2 files changed 21-50 times (584 lines of code)
14 files changed 6-20 times (2,822 lines of code)
18 files changed 1-5 times (1,930 lines of code)

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 34 files with 5,336 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)
8 files changed by 6-10 contributors (2,335 lines of code)
23 files changed by 2-5 contributors (2,790 lines of code)
3 files changed by 1 contributor (211 lines of code)

Legend:

26+

11-25

6-10

2-5

explore: grouped by folders | grouped by contributors count | data

File Change Frequency per File Extension

swift, json, yaml, txt, gitignore, md

File Change Frequency per Extension

The number of recorded file updates

101+

51-100

21-50

6-20

1-5

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

Most Frequently Changed Files (Top 34)

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
Tokenizer.swift in Sources/Tokenizers	549	37	2023-05-06	2025-05-28	32	9	pedro@huggingface.co	p.kowalczuk.priv@gmail.com
Package.swift in root	35	-	2023-05-06	2025-06-05	25	8	pedro@huggingface.co	smdesai@gmail.com
HubApi.swift in Sources/Hub	608	22	2024-01-04	2025-05-28	20	10	pedro@huggingface.co	anthony@depasquale.org
Hub.swift in Sources/Hub	213	2	2023-05-18	2025-06-02	19	10	pedro@huggingface.co	anthony@depasquale.org
LanguageModel.swift in Sources/Models	174	1	2023-05-08	2025-05-28	18	5	pedro@huggingface.co	anthony@depasquale.org
BPETokenizer.swift in Sources/Tokenizers	165	9	2023-08-01	2025-05-28	13	4	pedro@huggingface.co	anthony@depasquale.org
BertTokenizer.swift in Sources/Tokenizers	224	11	2023-05-06	2025-05-28	13	6	pedro@huggingface.co	anthony@depasquale.org
Downloader.swift in Sources/Hub	231	6	2024-01-04	2025-05-28	12	7	pedro@huggingface.co	anthony@depasquale.org
Generation.swift in Sources/Generation	82	2	2023-05-08	2025-05-28	11	5	pedro@huggingface.co	anthony@depasquale.org
LanguageModelTypes.swift in Sources/Models	26	4	2023-05-08	2025-05-28	9	3	pedro@huggingface.co	anthony@depasquale.org
PreTokenizer.swift in Sources/Tokenizers	302	7	2023-08-01	2025-05-28	9	5	pedro@huggingface.co	anthony@depasquale.org
Decoder.swift in Sources/Tokenizers	207	14	2023-08-01	2025-05-28	8	6	pedro@huggingface.co	anthony@depasquale.org
Math.swift in Sources/TensorUtils	90	-	2023-05-10	2025-05-28	7	4	pedro@huggingface.co	anthony@depasquale.org
Normalizer.swift in Sources/Tokenizers	268	10	2023-08-01	2025-05-28	7	6	pedro@huggingface.co	p.kowalczuk.priv@gmail.com
UnigramTokenizer.swift in Sources/Tokenizers	84	3	2024-02-01	2025-05-28	6	5	pedro@huggingface.co	anthony@depasquale.org
PostProcessor.swift in Sources/Tokenizers	148	2	2023-08-01	2025-05-28	6	5	pedro@huggingface.co	anthony@depasquale.org
TemperatureLogitsWarper.swift in Sources/TensorUtils/LogitsWarper	10	-	2023-12-19	2025-05-28	5	3	jan.krukowski@geneva.com	anthony@depasquale.org
TopKLogitsWarper.swift in Sources/TensorUtils/LogitsWarper	51	-	2023-12-19	2025-05-28	5	3	jan.krukowski@geneva.com	anthony@depasquale.org
main.swift in Sources/TransformersCLI	93	3	2023-06-29	2025-05-28	5	4	pedro@huggingface.co	anthony@depasquale.org
LogitsWarper.swift in Sources/TensorUtils/LogitsWarper	10	3	2023-12-19	2025-03-25	4	2	jan.krukowski@geneva.com	45471420+fl33tw00d@users.no...
TopPLogitsWarper.swift in Sources/TensorUtils/LogitsWarper	28	-	2023-12-19	2025-03-25	4	2	jan.krukowski@geneva.com	45471420+fl33tw00d@users.no...
MLShapedArray+Utils.swift in Sources/TensorUtils	33	-	2023-05-14	2025-05-28	4	3	pedro@huggingface.co	anthony@depasquale.org
GenerationConfig.swift in Sources/Generation	43	-	2023-05-08	2025-05-28	4	3	pedro@huggingface.co	anthony@depasquale.org
Utils.swift in Sources/Tokenizers	54	-	2024-01-31	2025-05-28	4	4	shavit@users.noreply.github...	anthony@depasquale.org
MLMultiArray+Utils.swift in Sources/TensorUtils	133	4	2023-05-10	2025-05-28	4	3	pedro@huggingface.co	anthony@depasquale.org
LogitsProcessor.swift in Sources/TensorUtils/LogitsWarper	15	-	2023-12-19	2024-03-04	3	1	jan.krukowski@geneva.com	jan.krukowski@geneva.com
Trie.swift in Sources/Tokenizers	76	5	2024-02-01	2025-05-28	3	3	pedro@huggingface.co	anthony@depasquale.org
Weights.swift in Sources/TensorUtils	77	1	2024-12-14	2025-03-25	3	3	shavit@users.noreply.github...	45471420+fl33tw00d@users.no...
HubCLI.swift in Sources/HubCLI	80	3	2024-01-04	2025-05-28	3	5	pedro@huggingface.co	anthony@depasquale.org
TokenLattice.swift in Sources/Tokenizers	101	6	2024-02-01	2025-05-28	3	3	pedro@huggingface.co	anthony@depasquale.org
ByteEncoder.swift in Sources/Tokenizers	260	-	2023-08-01	2025-03-25	2	2	pedro@huggingface.co	45471420+fl33tw00d@users.no...
Config.swift in Sources/Hub	670	3	2025-05-28	2025-06-02	2	2	p.kowalczuk.priv@gmail.com	pedro@huggingface.co
RepetitionPenaltyWarper.swift in Sources/TensorUtils/LogitsWarper	18	-	2024-04-26	2024-04-26	1	1	shavit@users.noreply.github...	shavit@users.noreply.github...
BinaryDistinct.swift in Sources/Hub	178	2	2025-05-28	2025-05-28	1	1	p.kowalczuk.priv@gmail.com	p.kowalczuk.priv@gmail.com

Files With Most Contributors (Top 34)

Based on the number of unique email addresses found in commits.

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
HubApi.swift in Sources/Hub	608	22	2024-01-04	2025-05-28	20	10	pedro@huggingface.co	anthony@depasquale.org
Hub.swift in Sources/Hub	213	2	2023-05-18	2025-06-02	19	10	pedro@huggingface.co	anthony@depasquale.org
Tokenizer.swift in Sources/Tokenizers	549	37	2023-05-06	2025-05-28	32	9	pedro@huggingface.co	p.kowalczuk.priv@gmail.com
Package.swift in root	35	-	2023-05-06	2025-06-05	25	8	pedro@huggingface.co	smdesai@gmail.com
Downloader.swift in Sources/Hub	231	6	2024-01-04	2025-05-28	12	7	pedro@huggingface.co	anthony@depasquale.org
BertTokenizer.swift in Sources/Tokenizers	224	11	2023-05-06	2025-05-28	13	6	pedro@huggingface.co	anthony@depasquale.org
Decoder.swift in Sources/Tokenizers	207	14	2023-08-01	2025-05-28	8	6	pedro@huggingface.co	anthony@depasquale.org
Normalizer.swift in Sources/Tokenizers	268	10	2023-08-01	2025-05-28	7	6	pedro@huggingface.co	p.kowalczuk.priv@gmail.com
LanguageModel.swift in Sources/Models	174	1	2023-05-08	2025-05-28	18	5	pedro@huggingface.co	anthony@depasquale.org
Generation.swift in Sources/Generation	82	2	2023-05-08	2025-05-28	11	5	pedro@huggingface.co	anthony@depasquale.org
PreTokenizer.swift in Sources/Tokenizers	302	7	2023-08-01	2025-05-28	9	5	pedro@huggingface.co	anthony@depasquale.org
UnigramTokenizer.swift in Sources/Tokenizers	84	3	2024-02-01	2025-05-28	6	5	pedro@huggingface.co	anthony@depasquale.org
PostProcessor.swift in Sources/Tokenizers	148	2	2023-08-01	2025-05-28	6	5	pedro@huggingface.co	anthony@depasquale.org
HubCLI.swift in Sources/HubCLI	80	3	2024-01-04	2025-05-28	3	5	pedro@huggingface.co	anthony@depasquale.org
BPETokenizer.swift in Sources/Tokenizers	165	9	2023-08-01	2025-05-28	13	4	pedro@huggingface.co	anthony@depasquale.org
Math.swift in Sources/TensorUtils	90	-	2023-05-10	2025-05-28	7	4	pedro@huggingface.co	anthony@depasquale.org
main.swift in Sources/TransformersCLI	93	3	2023-06-29	2025-05-28	5	4	pedro@huggingface.co	anthony@depasquale.org
Utils.swift in Sources/Tokenizers	54	-	2024-01-31	2025-05-28	4	4	shavit@users.noreply.github...	anthony@depasquale.org
LanguageModelTypes.swift in Sources/Models	26	4	2023-05-08	2025-05-28	9	3	pedro@huggingface.co	anthony@depasquale.org
TopKLogitsWarper.swift in Sources/TensorUtils/LogitsWarper	51	-	2023-12-19	2025-05-28	5	3	jan.krukowski@geneva.com	anthony@depasquale.org
TemperatureLogitsWarper.swift in Sources/TensorUtils/LogitsWarper	10	-	2023-12-19	2025-05-28	5	3	jan.krukowski@geneva.com	anthony@depasquale.org
MLMultiArray+Utils.swift in Sources/TensorUtils	133	4	2023-05-10	2025-05-28	4	3	pedro@huggingface.co	anthony@depasquale.org
MLShapedArray+Utils.swift in Sources/TensorUtils	33	-	2023-05-14	2025-05-28	4	3	pedro@huggingface.co	anthony@depasquale.org
GenerationConfig.swift in Sources/Generation	43	-	2023-05-08	2025-05-28	4	3	pedro@huggingface.co	anthony@depasquale.org
Weights.swift in Sources/TensorUtils	77	1	2024-12-14	2025-03-25	3	3	shavit@users.noreply.github...	45471420+fl33tw00d@users.no...
Trie.swift in Sources/Tokenizers	76	5	2024-02-01	2025-05-28	3	3	pedro@huggingface.co	anthony@depasquale.org
TokenLattice.swift in Sources/Tokenizers	101	6	2024-02-01	2025-05-28	3	3	pedro@huggingface.co	anthony@depasquale.org
TopPLogitsWarper.swift in Sources/TensorUtils/LogitsWarper	28	-	2023-12-19	2025-03-25	4	2	jan.krukowski@geneva.com	45471420+fl33tw00d@users.no...
LogitsWarper.swift in Sources/TensorUtils/LogitsWarper	10	3	2023-12-19	2025-03-25	4	2	jan.krukowski@geneva.com	45471420+fl33tw00d@users.no...
ByteEncoder.swift in Sources/Tokenizers	260	-	2023-08-01	2025-03-25	2	2	pedro@huggingface.co	45471420+fl33tw00d@users.no...
Config.swift in Sources/Hub	670	3	2025-05-28	2025-06-02	2	2	p.kowalczuk.priv@gmail.com	pedro@huggingface.co
LogitsProcessor.swift in Sources/TensorUtils/LogitsWarper	15	-	2023-12-19	2024-03-04	3	1	jan.krukowski@geneva.com	jan.krukowski@geneva.com
RepetitionPenaltyWarper.swift in Sources/TensorUtils/LogitsWarper	18	-	2024-04-26	2024-04-26	1	1	shavit@users.noreply.github...	shavit@users.noreply.github...
BinaryDistinct.swift in Sources/Hub	178	2	2025-05-28	2025-05-28	1	1	p.kowalczuk.priv@gmail.com	p.kowalczuk.priv@gmail.com

Files With Least Contributors (Top 34)

Based on the number of unique email addresses found in commits.

See data for all files...

File	# lines	# units	created	last modified	# changes (days)	# contributors	first contributor	latest contributor
BinaryDistinct.swift in Sources/Hub	178	2	2025-05-28	2025-05-28	1	1	p.kowalczuk.priv@gmail.com	p.kowalczuk.priv@gmail.com
RepetitionPenaltyWarper.swift in Sources/TensorUtils/LogitsWarper	18	-	2024-04-26	2024-04-26	1	1	shavit@users.noreply.github...	shavit@users.noreply.github...
LogitsProcessor.swift in Sources/TensorUtils/LogitsWarper	15	-	2023-12-19	2024-03-04	3	1	jan.krukowski@geneva.com	jan.krukowski@geneva.com
Config.swift in Sources/Hub	670	3	2025-05-28	2025-06-02	2	2	p.kowalczuk.priv@gmail.com	pedro@huggingface.co
ByteEncoder.swift in Sources/Tokenizers	260	-	2023-08-01	2025-03-25	2	2	pedro@huggingface.co	45471420+fl33tw00d@users.no...
TopPLogitsWarper.swift in Sources/TensorUtils/LogitsWarper	28	-	2023-12-19	2025-03-25	4	2	jan.krukowski@geneva.com	45471420+fl33tw00d@users.no...
LogitsWarper.swift in Sources/TensorUtils/LogitsWarper	10	3	2023-12-19	2025-03-25	4	2	jan.krukowski@geneva.com	45471420+fl33tw00d@users.no...
MLMultiArray+Utils.swift in Sources/TensorUtils	133	4	2023-05-10	2025-05-28	4	3	pedro@huggingface.co	anthony@depasquale.org
TokenLattice.swift in Sources/Tokenizers	101	6	2024-02-01	2025-05-28	3	3	pedro@huggingface.co	anthony@depasquale.org
Weights.swift in Sources/TensorUtils	77	1	2024-12-14	2025-03-25	3	3	shavit@users.noreply.github...	45471420+fl33tw00d@users.no...
Trie.swift in Sources/Tokenizers	76	5	2024-02-01	2025-05-28	3	3	pedro@huggingface.co	anthony@depasquale.org
TopKLogitsWarper.swift in Sources/TensorUtils/LogitsWarper	51	-	2023-12-19	2025-05-28	5	3	jan.krukowski@geneva.com	anthony@depasquale.org
GenerationConfig.swift in Sources/Generation	43	-	2023-05-08	2025-05-28	4	3	pedro@huggingface.co	anthony@depasquale.org
MLShapedArray+Utils.swift in Sources/TensorUtils	33	-	2023-05-14	2025-05-28	4	3	pedro@huggingface.co	anthony@depasquale.org
LanguageModelTypes.swift in Sources/Models	26	4	2023-05-08	2025-05-28	9	3	pedro@huggingface.co	anthony@depasquale.org
TemperatureLogitsWarper.swift in Sources/TensorUtils/LogitsWarper	10	-	2023-12-19	2025-05-28	5	3	jan.krukowski@geneva.com	anthony@depasquale.org
BPETokenizer.swift in Sources/Tokenizers	165	9	2023-08-01	2025-05-28	13	4	pedro@huggingface.co	anthony@depasquale.org
main.swift in Sources/TransformersCLI	93	3	2023-06-29	2025-05-28	5	4	pedro@huggingface.co	anthony@depasquale.org
Math.swift in Sources/TensorUtils	90	-	2023-05-10	2025-05-28	7	4	pedro@huggingface.co	anthony@depasquale.org
Utils.swift in Sources/Tokenizers	54	-	2024-01-31	2025-05-28	4	4	shavit@users.noreply.github...	anthony@depasquale.org
PreTokenizer.swift in Sources/Tokenizers	302	7	2023-08-01	2025-05-28	9	5	pedro@huggingface.co	anthony@depasquale.org
LanguageModel.swift in Sources/Models	174	1	2023-05-08	2025-05-28	18	5	pedro@huggingface.co	anthony@depasquale.org
PostProcessor.swift in Sources/Tokenizers	148	2	2023-08-01	2025-05-28	6	5	pedro@huggingface.co	anthony@depasquale.org
UnigramTokenizer.swift in Sources/Tokenizers	84	3	2024-02-01	2025-05-28	6	5	pedro@huggingface.co	anthony@depasquale.org
Generation.swift in Sources/Generation	82	2	2023-05-08	2025-05-28	11	5	pedro@huggingface.co	anthony@depasquale.org
HubCLI.swift in Sources/HubCLI	80	3	2024-01-04	2025-05-28	3	5	pedro@huggingface.co	anthony@depasquale.org
Normalizer.swift in Sources/Tokenizers	268	10	2023-08-01	2025-05-28	7	6	pedro@huggingface.co	p.kowalczuk.priv@gmail.com
BertTokenizer.swift in Sources/Tokenizers	224	11	2023-05-06	2025-05-28	13	6	pedro@huggingface.co	anthony@depasquale.org
Decoder.swift in Sources/Tokenizers	207	14	2023-08-01	2025-05-28	8	6	pedro@huggingface.co	anthony@depasquale.org
Downloader.swift in Sources/Hub	231	6	2024-01-04	2025-05-28	12	7	pedro@huggingface.co	anthony@depasquale.org
Package.swift in root	35	-	2023-05-06	2025-06-05	25	8	pedro@huggingface.co	smdesai@gmail.com
Tokenizer.swift in Sources/Tokenizers	549	37	2023-05-06	2025-05-28	32	9	pedro@huggingface.co	p.kowalczuk.priv@gmail.com
HubApi.swift in Sources/Hub	608	22	2024-01-04	2025-05-28	20	10	pedro@huggingface.co	anthony@depasquale.org
Hub.swift in Sources/Hub	213	2	2023-05-18	2025-06-02	19	10	pedro@huggingface.co	anthony@depasquale.org