Model: lewtun/sagemaker-distilbert-emotion
Author: lewtun
Pipeline: text-classification
Library: transformers
Tags: transformers, pytorch, distilbert, text-classification, generated_from_trainer, dataset:emotion, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: license: apache-2.0
tags: generated_from_trainer
datasets: emotion
metrics: accuracy
model-index: name: sagemaker-distilbert-emotion
results: task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
args: default
metrics: type: accuracy
value: 0.921
name: Accuracy
verified: no, task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
config: default
split: test
metrics: type: accuracy
value: 0.921
name: Accuracy
verified: yes
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value: 0.8870419502496194
name: Precision Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTZhNTg0ODU0YmYxZGMxNDZhOTg4M2Y2OTUzZGZmZmQ3ZDdmMmQyMWQ1MTc3ZDIzM2ZlYjg3NGVhOTBhNzJiMiIsInZlcnNpb24iOjF9._ZojNfDN63jqrciNdn8xWhJ38IkaeIy_y8gOU0r9Wf3Ki06ZcrX4qAz8KVF9LIQffmK4EupUAlNFycxf3SZYBA, type: precision
value: 0.921
name: Precision Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2Y0ZGRhYWMxYTIwOGQzYzQ1MGIxOGZkMzM5YWYxN2RhZTgyZjJiNzc2MDY3YTk4YWYyOGI0MDE0M2JiYTk0NCIsInZlcnNpb24iOjF9.tPd-tWnKPt13vGMXk_OGpCgllvinP0Pry5YAvvcjnIKo33eJ5RCKay8u5Q2TTLCU71Lndf_x-A2qWInLXEk-AA, type: precision
value: 0.9208079974712109
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNGUxYjkzM2MzOWNhYjIyZGE4ODYyY2E1MTRiMGNiMGM3NDk1Y2Q3ZjEyZDAzY2ZhZTFjYmE3YzY1MjM0YWMzZiIsInZlcnNpb24iOjF9.XNf83HOOYCJmb_BKpNM-ullwiqLoRBQLbA4FAa6v3bfH_BLwK3vve_Ym3xa7uNRkuJGM-clvkeXEaEqAz99JBA, type: recall
value: 0.8688429370077566
name: Recall Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2U0MmYzNTkyY2U0MDNiMDBjY2I3YWI0OGViZDBlZjJhNDBmZWE3NGYxMWFjMDFmMmVhM2RhZmY4ZWVlNzNkMiIsInZlcnNpb24iOjF9.J3qsAJm9T7kqmuOFs67Fq7RLEN2-cQ2RgUhqvvyO_OWXu3JVucTgCqQhpoKa1GHWVX0illbbozmAQ5OK5wBXCg, type: recall
value: 0.921
name: Recall Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGQ2NGNkYWQwMWY3ZmIyNzBiMTEwM2M4MWVlNzJiMGExMjk5MmY4ODgxYjM1YjUwNGIwMjNkZDk3NTBlNjI5NCIsInZlcnNpb24iOjF9.iZgzAfNdWlyEKAWwE32o3D6Ely76ZJ2ySVxl0jBetL4YGWgOHSybrYvcZ2kB8sx3QfOc5L_vWyWNSbY5HAVeAA, type: recall
value: 0.921
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODcwOWIxMzFjM2VmM2E1MmZlOGM1N2JiNjQwMGM0MzEzNzQ5NzJlM2I3MDdkYTMzN2NlYzU5ZDQwODBjYWFmZiIsInZlcnNpb24iOjF9.PlvoxtJ9Bj5G2w_E6Cx5VG5maRPP5dn4YzOX0xYPu_J7iiXRRLvwp12Q6vIUwsZMoBM4jACrh-rQKZ_g_yyHCw, type: f1
value: 0.87642650638535
name: F1 Macro
verified: yes
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value: 0.9209999999999999
name: F1 Micro
verified: yes
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value: 0.9203938811554648
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDQ1MTYxMTFiNWYwZDExYThjMDVmODdiMmRjMmQzMzJmMWY5MWE0M2VhZmExZTEwMzFlMDQ2MWIyOTFjZDc4MyIsInZlcnNpb24iOjF9.T-HlP7Fl6NuPmqps7wHkTuGi_8wF6u6BuulCxX0sp8ocEP3j8GNH9goydsKTEHyLMmch9QuCrzqFmmGAW-wVAA, type: loss
value: 0.23216550052165985
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzVhNzYwZWIyN2QzMjU2OThiZjRmMjFlYTQ2MDA3ZTVmNmFkYzE1NDA1OWQzOTM4ZmRiMmQ0OGE2MzY4ZTY1ZCIsInZlcnNpb24iOjF9.Zj38hE02ePkNK7m1dhPq_N25CC9p0ZekFyCSBAS534GfhFuNhtUFhcgr6DDjyPTbn906RJDmVNxu7g01eCarAw
Likes: 0 | All-time downloads: 751
Created: 2022-04-12 19:01:43