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Questions tagged [openai-gpt]

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Fine tune gpt2 via huggingface API for domain specific LM

i am using the script in the examples folder to fine-tune the LM for a bot meant to deal with insurance related queries. So if someone were to type "i am looking to modify my ..." , the autocomplete ...
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148 views

Paragraph Generator using BERT or GPT

I am trying to generate similar sentences, called paragraph generation. For example, what is the name of the eldest brother of ram? - For these paragraphs can be - who is the oldest brother of ram? , ...
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28 views

Generate text using user-supplied keywords

I've got a use case where I need to generate sentences based on a set of user supplied keywords. Here is an example of what I need: User input: End-User: Data Scientists Region: Middle East ...
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Does GPT-2 has pre trained for sentiment analysis?

I tried sentiment analysis with 345M model of GPT-2. But it took a long time to train. So is there any other GPT-2 model available for sentiment analysis?
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How should we cut the long text into different sections for GPT-2 ? Do we use [PAD] to ensure the complete sentence included?

For GPT-2 model (I believe same for BERT) we need to cut the long text into fixed length for pre-training. Just wondering the details of how this should be implemented. Do we need to cut the text ...
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Pretrained Models for Keyword-Based Text Generation

I'm looking for an implementation that allows me to generate text based on a pre-trained model (e.g. GPT-2). An example would be gpt-2-keyword-generation (click here for demo). As the author notes, ...
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50 views

What's the right input for gpt-2 in NLP

I'm fine-tuning pre-trained gpt-2 for text summarization. The dataset contains 'text' and 'reference summary'. So my question is how to add special tokens to get the right input format. Currently I'm ...