model update

README.md

@@ -19,7 +19,7 @@ widget:
 - text: "question: who created the post as we know it today?, context: 'So much of The Post is Ben,' Mrs. Graham said in 1994, three years after Bradlee retired as editor. 'He created it as we know it today.'— Ed O'Keefe (@edatpost) October 21, 2014"
   example_title: "Question Answering Example 2" 
 model-index:
-- name: lmqg/t5-small-tweetqa-question-answering
+- name: lmqg/t5-small-tweetqa-qa
   results:
   - task:
       name: Text2text Generation
@@ -52,7 +52,7 @@ model-index:
       value: 38.49
 ---
 
-# Model Card of `lmqg/t5-small-tweetqa-question-answering`
+# Model Card of `lmqg/t5-small-tweetqa-qa`
 This model is fine-tuned version of [t5-small](https://huggingface.co/t5-small) for question answering task on the [lmqg/qg_tweetqa](https://huggingface.co/datasets/lmqg/qg_tweetqa) (dataset_name: default) via [`lmqg`](https://github.com/asahi417/lm-question-generation).
 
 
@@ -70,7 +70,7 @@ This model is fine-tuned version of [t5-small](https://huggingface.co/t5-small)
 from lmqg import TransformersQG
 
 # initialize model
-model = TransformersQG(language="en", model="lmqg/t5-small-tweetqa-question-answering")
+model = TransformersQG(language="en", model="lmqg/t5-small-tweetqa-qa")
 
 # model prediction
 answers = model.answer_q(list_question="What is a person called is practicing heresy?", list_context=" Heresy is any provocative belief or theory that is strongly at variance with established beliefs or customs. A heretic is a proponent of such claims or beliefs. Heresy is distinct from both apostasy, which is the explicit renunciation of one's religion, principles or cause, and blasphemy, which is an impious utterance or action concerning God or sacred things.")
@@ -81,7 +81,7 @@ answers = model.answer_q(list_question="What is a person called is practicing he
 ```python
 from transformers import pipeline
 
-pipe = pipeline("text2text-generation", "lmqg/t5-small-tweetqa-question-answering")
+pipe = pipeline("text2text-generation", "lmqg/t5-small-tweetqa-qa")
 output = pipe("question: What is a person called is practicing heresy?, context: Heresy is any provocative belief or theory that is strongly at variance with established beliefs or customs. A heretic is a proponent of such claims or beliefs. Heresy is distinct from both apostasy, which is the explicit renunciation of one's religion, principles or cause, and blasphemy, which is an impious utterance or action concerning God or sacred things.")
 
 ```
@@ -89,7 +89,7 @@ output = pipe("question: What is a person called is practicing heresy?, context:
 ## Evaluation
 
 
-- ***Metric (Question Answering)***: [raw metric file](https://huggingface.co/lmqg/t5-small-tweetqa-question-answering/raw/main/eval/metric.first.answer.paragraph_question.answer.lmqg_qg_tweetqa.default.json) 
+- ***Metric (Question Answering)***: [raw metric file](https://huggingface.co/lmqg/t5-small-tweetqa-qa/raw/main/eval/metric.first.answer.paragraph_question.answer.lmqg_qg_tweetqa.default.json) 
 
 |                  |   Score | Type    | Dataset                                                            |
 |:-----------------|--------:|:--------|:-------------------------------------------------------------------|
@@ -125,7 +125,7 @@ The following hyperparameters were used during fine-tuning:
  - gradient_accumulation_steps: 1
  - label_smoothing: 0.0
 
-The full configuration can be found at [fine-tuning config file](https://huggingface.co/lmqg/t5-small-tweetqa-question-answering/raw/main/trainer_config.json).
+The full configuration can be found at [fine-tuning config file](https://huggingface.co/lmqg/t5-small-tweetqa-qa/raw/main/trainer_config.json).
 
 ## Citation
 ```