Update README.md

README.md

@@ -139,102 +139,6 @@ The model was fine-tuned as a regular BERT-based model for NER task using Huggin
 )
 >>> classifier(text)
 
-model.safetensors:   0%|          | 0.00/496M [00:00<?, ?B/s]CommitInfo(commit_url='https://huggingface.co/guishe/nuner-v1_fewnerd_fine_super/commit/4313d72902c1e518c0f84c7884b8327c59b671d6', commit_message='Upload RobertaForTokenClassification', commit_description='', oid='4313d72902c1e518c0f84c7884b8327c59b671d6', pr_url=None, pr_revision=None, pr_num=None)
-Token is valid (permission: write).
-Cannot authenticate through git-credential as no helper is defined on your machine.
-You might have to re-authenticate when pushing to the Hugging Face Hub.
-Run the following command in your terminal in case you want to set the 'store' credential helper as default.
-git config --global credential.helper store
-Read https://git-scm.com/book/en/v2/Git-Tools-Credential-Storage for more details.
-Token has not been saved to git credential helper.
-Your token has been saved to /root/.cache/huggingface/token
-Login successful
-CommitInfo(commit_url='https://huggingface.co/guishe/nuner-v2_fewnerd_fine_super/commit/904729b29bb8cbaf4aa1e1a7e8ec00ada35a6e48', commit_message='Upload training_args.bin with huggingface_hub', commit_description='', oid='904729b29bb8cbaf4aa1e1a7e8ec00ada35a6e48', pr_url=None, pr_revision=None, pr_num=None)
-DatasetDict({
-    train: Dataset({
-        features: ['id', 'tokens', 'ner_tags', 'fine_ner_tags'],
-        num_rows: 131767
-    })
-    validation: Dataset({
-        features: ['id', 'tokens', 'ner_tags', 'fine_ner_tags'],
-        num_rows: 18824
-    })
-    test: Dataset({
-        features: ['id', 'tokens', 'ner_tags', 'fine_ner_tags'],
-        num_rows: 37648
-    })
-})
-{'id': '0',
- 'tokens': ['Paul', 'International', 'airport', '.'],
- 'ner_tags': [0, 0, 0, 0]}
-['O',
- 'art-broadcastprogram',
- 'art-film',
- 'art-music',
- 'art-other',
- 'art-painting',
- 'art-writtenart',
- 'building-airport',
- 'building-hospital',
- 'building-hotel',
- 'building-library',
- 'building-other',
- 'building-restaurant',
- 'building-sportsfacility',
- 'building-theater',
- 'event-attack/battle/war/militaryconflict',
- 'event-disaster',
- 'event-election',
- 'event-other',
- 'event-protest',
- 'event-sportsevent',
- 'location-GPE',
- 'location-bodiesofwater',
- 'location-island',
- 'location-mountain',
- 'location-other',
- 'location-park',
- 'location-road/railway/highway/transit',
- 'organization-company',
- 'organization-education',
- 'organization-government/governmentagency',
- 'organization-media/newspaper',
- 'organization-other',
- 'organization-politicalparty',
- 'organization-religion',
- 'organization-showorganization',
- 'organization-sportsleague',
- 'organization-sportsteam',
- 'other-astronomything',
- 'other-award',
- 'other-biologything',
- 'other-chemicalthing',
- 'other-currency',
- 'other-disease',
- 'other-educationaldegree',
- 'other-god',
- 'other-language',
- 'other-law',
- 'other-livingthing',
- 'other-medical',
- 'person-actor',
- 'person-artist/author',
- 'person-athlete',
- 'person-director',
- 'person-other',
-...
- 'product-other',
- 'product-ship',
- 'product-software',
- 'product-train',
- 'product-weapon']
-Output is truncated. View as a scrollable element or open in a text editor. Adjust cell output settings...
-Could not render content for 'application/vnd.jupyter.widget-view+json'
-{"model_id":"736c5e1a1648445290af4bfe84dd9a2d","version_major":2,"version_minor":0}
-['<s>', 'ĠPaul', 'ĠInternational', 'Ġairport', 'Ġ.', '</s>']
-['O', 'O', 'O', 'O']
-Some weights of RobertaForTokenClassification were not initialized from the model checkpoint at numind/NuNER-v1.0 and are newly initialized: ['classifier.bias', 'classifier.weight']
-You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
 [{'entity_group': 'location_GPE',
   'score': 0.96503985,
   'word': ' Washington',