Model: issifuamajeed/distilbert-base-uncased-finetuned-ner
Author: issifuamajeed
Pipeline: token-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, safetensors, distilbert, token-classification, generated_from_trainer, dataset:conll2003, base_model:distilbert/distilbert-base-uncased, base_model:finetune:distilbert/distilbert-base-uncased, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: distilbert/distilbert-base-uncased
Card metadata: license: apache-2.0
tags: generated_from_trainer
datasets: conll2003
metrics: precision, recall, f1, accuracy
base_model: distilbert-base-uncased
model-index: name: distilbert-base-uncased-finetuned-ner
results: task: type: token-classification
name: Token Classification
dataset: name: conll2003
type: conll2003
args: conll2003
metrics: type: precision
value: 0.9227969559942649
name: Precision
verified: no, type: recall
value: 0.9360107394563151
name: Recall
verified: no, type: f1
value: 0.9293568810396535
name: F1
verified: no, type: accuracy
value: 0.9833034139831922
name: Accuracy
verified: no, task: type: token-classification
name: Token Classification
dataset: name: conll2003
type: conll2003
config: conll2003
split: test
metrics: type: accuracy
value: 0.973914094330502
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmJmZTE4OGY4MmNlZGJmMzJmZGYxMjQ5Nzc4MzEzODU2YjQwZWQ1ZDU1N2NmN2M2YjliZTQ3MmZhZjA2OGYwNCIsInZlcnNpb24iOjF9.w_Y03WPSKDkQnyC3FFw4qtffWqg4ZbjJ6zyIEl6dKTCf6rgrjbhJKIb3MsOIw34Ydb-M3TTpV2Ak43bsaXQ-DA, type: precision
value: 0.9791360147483736
name: Precision
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODY2YjUwYTk5NGE1YWJlYjMyM2MyZGU4ZjE2MTM1ZGZiZDg4MTFjMGRkNzI5ODQ0ZTBlMmVkYzkyODIwYjgxMCIsInZlcnNpb24iOjF9.nChULEs9H0UFNtlM4m_kuBm9Ch981r7V4Axo1yvPIoPAPd6GyCopO615pyjd7bwXxYy4_nQpc1cBI5iY0OkHDA, type: recall
value: 0.9793269742207723
name: Recall
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmI0MzRkZjY4M2Y5YWE1OTdjNDNlN2NmNDVhMmEwODI2MmM1ZTViNDc1NzllZDdkOWZiZWVkMjQxNGM0YTQyZCIsInZlcnNpb24iOjF9.jS1iBDeJK7_QB7kanNxyfAnZm0HdS_EqBPjBCVhYCPEMRLnuXeuztdz_G4MczcZV6F2RoDjLJzxJdbuzKN1eCw, type: f1
value: 0.9792314851748437
name: F1
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYmQ1MjM1ZDU2YzlmY2JkYTU0MjU5MTIzNDc3MDZmNzJjZmNkNzI1ZDY0MWFmYjBhZjI5NTg3ZjY0NGFlYWZmOSIsInZlcnNpb24iOjF9.BtgL5tCizs8iH7LHOfl1aRfaW0Nxfx6kWldUmWbjDk_McZrK6BRxFnHDscVZ1wUa11rX1IjgC1_DOcMNBXq6BQ, type: loss
value: 0.10710480064153671
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWU0MDY3OTAxZTUyNmNlMjA1MDdiNTg4ZmI4MTJmMDYyMTY4MjZjYzNkODFlMDY1M2RjMjMyNDkzNzBkMmQzNiIsInZlcnNpb24iOjF9.dU5jfYPYWXkiebzZ_c4HTxui6RoYYfAdShcSzXBY0v-pB9FEwm_-8vHOtT-rK_s_EwifpPobRfdpXL2Y7C33CA
Likes: 0 | All-time downloads: 14872
Created: 2022-04-11 13:40:25