The library is built as a subclass of Huggingface’s Trainer, tailored for encoder-style fine-tuning of generative transformer models on sequence classification tasks. It enhances the standard training loop with features like a dedicated classification head, RAG (Retrieval-Augmented Generation) integrated predictions, and label-balanced batch sampling. The framework also includes advanced callbacks for improved experiment monitoring and real-time notifications.
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Project description
The author of this package has not provided a project description
Project details
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file genai4seqcls-1.0.3.tar.gz.
File metadata
- Download URL: genai4seqcls-1.0.3.tar.gz
- Upload date:
- Size: 17.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.12.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c5d5ef551213b404c0c572205da7797f7a6b83822188c9b46e2ed22370a3cdcb
|
|
| MD5 |
f767124bc155e292ddbdcc35ced35797
|
|
| BLAKE2b-256 |
b30ec5a25dd43771c2437b1c2d516024e17be6ce16960493e35d70938ec85303
|
Provenance
The following attestation bundles were made for genai4seqcls-1.0.3.tar.gz:
Publisher:
python-publish.yml on mbnczy/GenAI4SeqCls
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
genai4seqcls-1.0.3.tar.gz -
Subject digest:
c5d5ef551213b404c0c572205da7797f7a6b83822188c9b46e2ed22370a3cdcb - Sigstore transparency entry: 262806653
- Sigstore integration time:
-
Permalink:
mbnczy/GenAI4SeqCls@d097f7bcbafb5fbb9ea1c759daba6ff69603397c -
Branch / Tag:
refs/tags/v1.0.3 - Owner: https://github.com/mbnczy
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
python-publish.yml@d097f7bcbafb5fbb9ea1c759daba6ff69603397c -
Trigger Event:
release
-
Statement type:
File details
Details for the file genai4seqcls-1.0.3-py3-none-any.whl.
File metadata
- Download URL: genai4seqcls-1.0.3-py3-none-any.whl
- Upload date:
- Size: 16.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.12.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
924b4bfbd5d43221c06d316b865ab964d70736b0edf8929b6c3447ea52c5b5cf
|
|
| MD5 |
54eefd90e4c66175663084ecf17f4ae4
|
|
| BLAKE2b-256 |
4c3eea4857278c283bcea3e63492310adfee153a94c6c4fb3dd0a662d16ca198
|
Provenance
The following attestation bundles were made for genai4seqcls-1.0.3-py3-none-any.whl:
Publisher:
python-publish.yml on mbnczy/GenAI4SeqCls
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
genai4seqcls-1.0.3-py3-none-any.whl -
Subject digest:
924b4bfbd5d43221c06d316b865ab964d70736b0edf8929b6c3447ea52c5b5cf - Sigstore transparency entry: 262806665
- Sigstore integration time:
-
Permalink:
mbnczy/GenAI4SeqCls@d097f7bcbafb5fbb9ea1c759daba6ff69603397c -
Branch / Tag:
refs/tags/v1.0.3 - Owner: https://github.com/mbnczy
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
python-publish.yml@d097f7bcbafb5fbb9ea1c759daba6ff69603397c -
Trigger Event:
release
-
Statement type:
