Model: philschmid/sagemaker-distilbert-emotion
Author: philschmid
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: 0.9185
name: Accuracy
verified: no, task: type: text-classification
name: Text Classification
dataset: name: emotion
type: emotion
config: default
split: test
metrics: type: accuracy
value: 0.9185
name: Accuracy
verified: yes
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value: 0.8869690559183302
name: Precision Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzMxZjA3MTRhZmQwNTIxYTY4NTcyOWJhZGUxNTA3OWM4NjEyNzEwZTI3NmU5OWM1N2E2NzkxNzI2N2YxYjI2YyIsInZlcnNpb24iOjF9.ugrxolv5gjUI5rib1S_9S_9y2kCfzA7v0eWOouXY23nYMFW5Ph7izzJyk9j8Q0CZ5aCM3KO8F1WQgT4xbdLMBQ, type: precision
value: 0.9185
name: Precision Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTNiZmYxNTU0ZmVhMTIxNDUxYTIwYmFmMWRiMTViZThhMDc2NmMwZmRjY2VlNDlkMTZlMGZhMTU3YzVkNTgyYSIsInZlcnNpb24iOjF9.cajiwdbiWBwuZ1IMh092E8UWG6cll4bHMf_XK18p3-OV3Lt0MVnxF1pEJBjL8NAWhjpSe8EtKyXXCUCm7taqCg, type: precision
value: 0.9177420617963024
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzgwYzgyY2Y2OTE3M2U1YTZjMGZkYjM4Y2ZiMjdkM2Q3YzM5MjRlYWFkM2ZjNzgzMGQ3OGM3ZTg4ZjJlYTgyOCIsInZlcnNpb24iOjF9.NhQvQwuGf7R5pzvmInhtdp5AUojf-svZYzo4lfOEF6Uv0w9d6Pl1qm0kOX_GWl5a6eqNYp0iSbj7sStHDNKyAQ, type: recall
value: 0.8696773617395324
name: Recall Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODgwMTBiMzlmNWRlOTVjYzM4ZDBkYjA1Njk5MzY2MTQzOGI3Yjc2NGNmOWYxZTdmOThkYTVjZGEwYWMxOGUyMCIsInZlcnNpb24iOjF9.SdDWnPxYoCa-xb_H4wiRekw0hjSJJnb8yh0GKIZSHEQgvzjf8gs_YFAC0hP1xUyOjvf7j-_fJWd6I6b2PYPgAA, type: recall
value: 0.9185
name: Recall Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTMyOTUxMjQ4NWNhNjgyYjA1MzhmMjVhYzk5MGYyYTAxODUyYmU0NDg5YzhjNTBhMGQ2Y2ZmMzQwNGU5YTQ3NyIsInZlcnNpb24iOjF9.33rHXO10ZvGVLQn7sWDzYawXKy-r-iLnp0Y7Pne4HGZHE118jW19VvEHiYfMPbRDB0ibyd9d7f43sIYlxxFXCw, type: recall
value: 0.9185
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjBhNWVjZDIwNzA5ZDE5MjRiNGM3MmJmNWM3NTA5Njk1ODcxOWFiZjNjZmRiNjYwNjQ1YmQyM2ViZDUxNmIyZiIsInZlcnNpb24iOjF9.EjnIdbANpRpQm5maOCvX5rRmqKGl3qZmBYnJeV-1mMER6a_TElSVWsK9QN13F3uW1iRqafkCWxUWC0brhqPVBw, type: f1
value: 0.8772854847626651
name: F1 Macro
verified: yes
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value: 0.9185
name: F1 Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjMxNThiNDI5NjI3OWZjNzAwNzhjZDUxZDZhYTEzYmE5MjFiNzc3YjU3NmYyMjkwMDFhYWJiMTExNDllMjc0NiIsInZlcnNpb24iOjF9.Rbx4S8uFK6p2x0ejRvzKIv9GCh6EXA0J4xNT8CMAJibQKwpLXO89S3RIXRdra0JDtZV_2QPuLWysLVZsqYv2Cw, type: f1
value: 0.9175578471721796
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmI3N2ZhOTgxYjI4ZGVhNjNkZDI1ODIzOWE2ZTk0YzJiOGQ0NWE3MjE1MTQ3YTAzZjdkMjc5MzE0MjQ2YzUwMiIsInZlcnNpb24iOjF9.Uaz_KVUaTYphb3FpaaCxz7FjZ6EtYs6-46boChr1bdtoCEUli1nLiSJemqutsIl-YzbeAiVv8VUOkfuFNjI6Cg, type: loss
value: 0.24682247638702393
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTkwYzIyZDMxNWY5YzE4ZmQ3NjUxYzk1ODA2Zjg0YjY0OTZiNzAwYzAyNGE0YmUzYWVjODUwNjU1OWI2NDhhMCIsInZlcnNpb24iOjF9.hJN2jySrFMxpT2OPVUJxbLDVl4jfGhSmUnxGOzZRPahKAgvBngcTi6d-BY0Jyndo-ojPUCsHE8zcagfnTYB5Ag
Likes: 0 | All-time downloads: 672
Created: 2022-05-04 13:46:51