ModuleNotFoundError: No module named 'torch_xla'

[vyaslkv]

from transformers import AutoTokenizer, AutoModelWithLMHead

tokenizer = AutoTokenizer.from_pretrained("mrm8488/t5-base-finetuned-wikiSQL-sql-to-en")

model = AutoModelWithLMHead.from_pretrained("mrm8488/t5-base-finetuned-wikiSQL-sql-to-en")

[patil-suraj]

Hi @vyaslkv , what is your transformers version ? I tried this from master branch and it worked.

[vyaslkv]

'3.0.2' Thanks for the quick reply, which version worked for you

[vyaslkv]

I also tried with the master branch by uninstalling the transformers and then using the repo

[vyaslkv]

worked!! Thanks @patil-suraj :)

[vyaslkv]

can you give me an example how to use this a short one

[vyaslkv]

[vyaslkv]

ValueError: You have to specify either decoder_input_ids or decoder_inputs_embeds

[patil-suraj]

You should use .generate method for generation.

model.generate(input_ids=inputs['input_ids'], attention_mask=inputs['attention_mask'])

pinging @mrm8488 for exact generate arguments.

[vyaslkv]

[vyaslkv]

is this correct? generating the text out of it the tokenizer decode part?

[mrm8488]

I will write a in the model card the exact arguments to use it ASAP and post it here.

[patil-suraj]

Also @vyaslkv it would nice if you post code instead of screenshot so we can copy paste and try the code faster ;)

[mrm8488]

git clone https://github.com/huggingface/transformers.git
pip install ./transformers

from transformers import AutoModelWithLMHead, AutoTokenizer

tokenizer = AutoTokenizer.from_pretrained("mrm8488/t5-base-finetuned-wikiSQL-sql-to-en")
model = AutoModelWithLMHead.from_pretrained("mrm8488/t5-base-finetuned-wikiSQL-sql-to-en")

def get_explanation(query):
  input_text = "translante Sql to English: %s </s>" % query
  features = tokenizer([input_text], return_tensors='pt')

  output = model.generate(input_ids=features['input_ids'], 
               attention_mask=features['attention_mask'])
  
  return tokenizer.decode(output[0])

query = "SELECT COUNT Params form model where location=HF-Hub"

get_explanation(query)

[vyaslkv]

@mrm8488 can you also make something like nlp to sql

[vyaslkv]

@mrm8488 it doesn't work for longer queries or is there any particular format I should give

[mrm8488]

@mrm8488 can you also make something like nlp to sql

I already did it.

[mrm8488]

@mrm8488 it doesn't work for longer queries or is there any particular format I should give

The max number of f tokens is 128 but I am currently working on the 256 version

[vyaslkv]

@mrm8488 can you send me the link of nlp to sql

[mrm8488]

https://huggingface.co/mrm8488/t5-base-finetuned-wikiSQL-sql-to-en

[mrm8488]

Model card: 61e8be9

[vyaslkv]

@mrm8488 I think this is sql to English not English to SQL correct me If I am wrong

[mrm8488]

English to SQL is t5-base-finetuned-wikiSQL or English to SQL is t5-small-finetuned-wikiSQL

[mrm8488]

https://github.com/mrm8488/shared_colab_notebooks/blob/master/T5_finetuned_wikiSQL_demo.ipynb

[LysandreJik]

The main issue is solved, closing this for now. Feel free to re-open if the problem persists.