Questions tagged [huggingface]
The huggingface tag has no usage guidance.
11
questions
4
votes
1answer
93 views
Bert for QuestionAnswering input exceeds 512
I'm training Bert on question answering (in Spanish) and i have a large context, only the context exceeds 512, the total question + context is 10k, i found that longformer is bert like for long ...
0
votes
0answers
17 views
Bert question answering start_positions is larger than end_positions [closed]
I want to fine-tune Bert on question answering for a closed domain, so I started by discovering how it works first, i executed the code bellow but the result is no write, the start position is larger ...
0
votes
0answers
23 views
PyTorch Hugging Face - Language generation with torchscript model
Have a fine-tuned a summarization model following the Hugging Face seq2seq guide (starting from sshleifer/distilbart-xsum-12-6).
We are interested in using AWS elastic inference for deployment for ...
0
votes
0answers
29 views
huggingface bert - need help on working of code
Looking for some explanation of understanding of the BERT implementation by huggingface. I would explain my understanding below and then ask question:
Below is code for question answering ...
0
votes
1answer
105 views
Overfitting in Huggingface's TFBertForSequenceClassification
I'm using Huggingface's TFBertForSequenceClassification for multilabel tweets classification. During training the model archives good accuracy, but the validation accuracy is poor. I've tried to solve ...
0
votes
0answers
12 views
Transformers trainer sequence classification problem
I wanted to use XLMRobertaForSequenceClassification to classify a sequence into 1 or 0.
<...
0
votes
0answers
101 views
BERT Implementaion for Sequence Classification
I am trying to implement BERT using HuggingFace - transformers implementation.
I am following two links: by analytics-vidhya and by HuggingFace
Below is the code:
...
0
votes
0answers
52 views
HuggingFace/Transformers Implementation for Classification
I am trying to implement BERT using HuggingFace - transformers implementation.
I am following two links:
by analytics-vidhya and by HuggingFace
If we consider inputs for both the implementations:
1) ...
0
votes
0answers
33 views
How can I make a whitespace tokenizer and use it to build a language model from scratch using transformers
I have raised a ticket in github, whose link is here
Which has a problem statement as mentioned below. If you have any solution to this, do answer.
I am trying to make a language model using a ...
1
vote
1answer
24 views
Should weight distribution change more when fine-tuning transformers-based classifier?
I'm using pre-trained DistilBERT model from Huggingface with custom classification head, which is almost the same as in the reference implementation:
...
0
votes
1answer
300 views
BERT - How Question answering is different than classification
Basically I am trying to understand how question answering works in case of BERT. Code for both classes QuestionAnswering and Classification is pasted below for reference. My understanding is:
<...
