Metadata-Version: 2.4
Name: atgen
Version: 0.0.1.dev0
Summary: Toolkit for Active Learning in Generative Tasks
Author-email: "List of contributors: https://github.com/Aktsvigun/atgen/graphs/contributors" <artemshelmanov@gmail.com>
License: Copyright (c) 2023 MBZUAI
        
        Permission is hereby granted, free of charge, to any person obtaining
        a copy of this software and associated documentation files (the
        "Software"), to deal in the Software without restriction, including
        without limitation the rights to use, copy, modify, merge, publish,
        distribute, sublicense, and/or sell copies of the Software, and to
        permit persons to whom the Software is furnished to do so, subject to
        the following conditions:
        
        The above copyright notice and this permission notice shall be
        included in all copies or substantial portions of the Software.
        
        THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
        EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
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Project-URL: Homepage, https://github.com/Aktsvigun/al-nlg
Project-URL: Bug Tracker, https://github.com/Aktsvigun/al-nlg/issues
Project-URL: Repository, https://github.com/Aktsvigun/al-nlg
Keywords: NLP,deep learning,transformer,pytorch,peft,inference,active learning
Classifier: Development Status :: 3 - Alpha
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE.md
Requires-Dist: accelerate==1.5.2
Requires-Dist: anthropic==0.49.0
Requires-Dist: benepar==0.2.0
Requires-Dist: bert-score==0.3.13
Requires-Dist: bitsandbytes==0.45.3
Requires-Dist: ctc_score==0.1.3
Requires-Dist: datasets==3.4.0
Requires-Dist: deepeval==2.5.5
Requires-Dist: evaluate==0.4.3
Requires-Dist: hydra-core==1.3.2
Requires-Dist: nltk==3.9.1
Requires-Dist: kaleido==0.2.1
Requires-Dist: omegaconf==2.3.0
Requires-Dist: openai==1.66.3
Requires-Dist: openpyxl==3.1.5
Requires-Dist: peft==0.14.0
Requires-Dist: plotly==5.23.0
Requires-Dist: protobuf==3.20.3
Requires-Dist: pytest==8.3.2
Requires-Dist: pytorch_lightning==2.5.0.post0
Requires-Dist: rake_nltk==1.0.6
Requires-Dist: reportlab==4.3.1
Requires-Dist: rouge==1.0.1
Requires-Dist: rouge-score==0.1.2
Requires-Dist: sacrebleu==2.4.1
Requires-Dist: spacy==3.7.5
Requires-Dist: streamlit==1.37.0
Requires-Dist: streamlit-authenticator==0.4.2
Requires-Dist: tabulate==0.9.0
Requires-Dist: transformers==4.49.0
Requires-Dist: trl==0.15.2
Requires-Dist: torchmetrics==1.4.1
Requires-Dist: unsloth==2025.3.17
Requires-Dist: vllm==0.8.1
Requires-Dist: xlrd==1.2.0
Dynamic: license-file

# ATGen: Active Text Generation

## How to launch without config

```bash
HYDRA_CONFIG_NAME=base HYDRA_CONFIG_PATH=./../../../configs python3 src/atgen/run_scripts/run_active_learning.py al.query_size=10 al.num_iterations=5 a
l.query_size=10 data.dataset=Harvard/gigaword data.input_column_name=document data.output_column_name=summary labeler.type=golden al.strategy=random
```
