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This issue is now to track the implementation of various evaluation methods and workflows for LLMs.
Evaluations:
- [x] G-Eval
- [ ] PingPong
- [ ] InfiniteBench
- [ ] Ruler
- [ ] MMLU
- [ ] M…
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### Deep Learning Simplified Repository (Proposing new issue)
:red_circle: **Project Title** : Automated Legal Document Summarizer
:red_circle: **Aim** : Create a model that can read and summarize…
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Extractive summarization with raw text input returns the same text until the first CLS separator.
Model: CNN/DM Extractive
Command to reproduce:
```
python3 train.py -task ext -mode test_tex…
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### Aim
This Python script takes a longer piece of text as input and generates a concise summary using the TextRank algorithm from the `sumy` library.
### Details
TextRank is an extractive text …
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https://github.com/tensorflow/models/tree/master/research/textsum
https://rare-technologies.com/text-summarization-in-python-extractive-vs-abstractive-techniques-revisited/
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[From rasbt post](https://x.com/rasbt/status/1754516687896887449?s=46&t=aOEVGBVv9ICQLUYL4fQHlQ) - Flan T5 is a great go to model for text classification.
Tiny titans - Can smaller LL…
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- Abstract (2-3 lines)
Text Summarization which seems pretty simple but here's the fun fact, No certain breakthroughs has been made in this field which is open-source and gives a significant ROUGE sc…
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請教一下,
有看到您提供的 text summarization sample code,想問問如果要加入自己的文章進行 fine tune 應該要如何進行?
如果是 abstractive summarization,應該可以參考這個吧?
https://huggingface.co/course/chapter7/5?fw=tf
若是 extractive summariz…
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Hello,
when passing the following command in google colab:
!`python /content/PreSumm/src/train.py -task ext -mode test_text -test_from /content/PreSumm/models/bertext_cnndm_transformer.pt -text_sr…
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Hi, thanks for this amazing content in this repo. I've tried implementing Gensim, but it seems that [they have removed the summarization module](https://stackoverflow.com/questions/76293624/modulenotf…