Model: ilos-vigil/bigbird-small-indonesian-nli
Author: ilos-vigil
Pipeline: zero-shot-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, safetensors, big_bird, text-classification, zero-shot-classification, id, dataset:indonli, dataset:MoritzLaurer/multilingual-NLI-26lang-2mil7, license:mit, model-index, endpoints_compatible, region:us
Card metadata: language: id
license: mit
datasets: indonli, MoritzLaurer/multilingual-NLI-26lang-2mil7
pipeline_tag: zero-shot-classification
widget: text: Saya suka makan kentang goreng.
candidate_labels: positif, netral, negatif
hypothesis_template: Kalimat ini mengandung tema {}.
multi_class: no
example_title: Sentiment, text: Apple umumkan harga iPhone 14.
candidate_labels: teknologi, olahraga, kuliner, bisnis
hypothesis_template: Kalimat ini mengandung tema {}.
multi_class: yes
example_title: News
model-index: name: ilos-vigil/bigbird-small-indonesian-nli
results: task: type: natural-language-inference
name: Natural Language Inference
dataset: name: indonli
type: indonli
config: indonli
split: test_expert
metrics: type: accuracy
value: 0.5385388739946381
name: Accuracy
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWRhZDkxNmI2NzE3MzRlYmNlMWFjZDVmNWUwYmMwN2IxYzNjMWE4YzY4NWI3NDZkYTMzY2NjN2MyZGQ5YzEwZSIsInZlcnNpb24iOjF9.AgizskHeXOzs0v93DNojNoqR_-1bQsYBokL8jcfelFm-zt-r5YXt89WXBDLLg4oKv-Roj8sLhUwe7ei0Mf1-Ag, type: f1
value: 0.530444188199697
name: F1 Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjk2YTFhY2E3NGIzNzgxY2M5YzUzNGUzYTAwOWZkNGU3Y2I5MDA1MTc0YzM4Yjg0MmIzY2Y5M2EzOGYxNjY4NiIsInZlcnNpb24iOjF9.YZ_fTuVftTCM6SFfkFCLPbJWYmYNMYL9PNHUwNFHQXZeknf6OCBgQtr1gF6VM9mX6WuU4OKEl12tsAytlkm7Ag, type: f1
value: 0.5385388739946381
name: F1 Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2MxMGUyZmJhZTYzN2M4NDlkMTZmMzllOGVhMjRiODhkMGVkMGMxMjY2NDBkZWM3ZWY2ZjhmZTNmYWU5ZjEzMyIsInZlcnNpb24iOjF9.f0HQlPRx4VFnOOHsrvMKFni8g1B1OJfheOyADsf47GnrvCcW_dakDgBy5c_yy4TehQYRa6ToYGHnuQnemvhnBg, type: f1
value: 0.5299257731385174
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTgzZjJkZWU0NDgyMGU5MDFmNzk2OWY1OWY4MzA2NTE3MDAxN2Y2MWExODJkYjdlN2I1YzgzYjljNjdkMTc1YiIsInZlcnNpb24iOjF9.lWB7MZlAiDjskKM-lx-XtLxTQYuWLz3QjyseDuZe_AxtyOKt2GZkP2NDOZxEWketHjRiTCQfBUvSfzFId-FCAg, type: precision
value: 0.5592571894118881
name: Precision Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDQxYTFlNTNjNDAwMWIxYmJlMzRkN2U5OWY1NWNjN2YyYTE2NzRjNjM3ZWNhMzM4NjFhYWM4MzJkYjY3MzU0YSIsInZlcnNpb24iOjF9.6OI4_M1wLX1Z1BztKUfZ-382F3coCeJjarsWc-J04TKpsFCddLjuF5ZDuBFmokpz4goRgx-FlH-5jCAsFkzkBg, type: precision
value: 0.5385388739946381
name: Precision Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzRmY2I4YTAzMTRkMjFjNTE1NTEwZDlmZGQ4NDUyYTAxY2JhOTliMDRhNWY3OGY4OWRlNTlkNzcxODc0MDMwYyIsInZlcnNpb24iOjF9.X7ekS-JYOXH5eNmSfKQ_no1rNAbuQ3C0pNYvorPVfcna6RU8n6O6FNQor0AWvatAWdefJG6H3J7_GoC6M5zECw, type: precision
value: 0.5586108016541553
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjUwNjMxYjEwMTEzNzAwNzQwZDQwMTRmZDM2ZDk0ZDc3YTUxOTQzNDE5ZWI2NWI4MmJmODAxYTlmN2E0Nzk2MCIsInZlcnNpb24iOjF9.nAO1wRFHMtm5kem9VhuuRg54fpvA2uzwEutjzsnZoyemUHbI2U_1TK_dDmR4bmpPjVnCZt5sF-jEq4oZIaIbDQ, type: recall
value: 0.5385813032215204
name: Recall Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzVkNjliYTM0Njc3MTUzMDBmYTE5NDRkNzFjNzg2NzA0NzEyMTg4YTlkNGFlZWMxZWUwOGQzYzY1ZGU0ZmIwNyIsInZlcnNpb24iOjF9.cnEbDBJR8m3UqiuzCq_g4RUFLE8BVzXDebKguVrwPgY-Biu4sBFXVQvFyZScsLGEnaHYsE-R8ctTEGDdQONVBw, type: recall
value: 0.5385388739946381
name: Recall Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODZkMmNjZWY4ZDYyYjU3NjQ2ZGNhZjkyNTQyOTg2ZjNmNDgwNDYxYmU2ZDA5M2EwOWRlMjMyYmI4MGU3MGMxNCIsInZlcnNpb24iOjF9.BfMB4_MZ-SYj1YbTES8pqgKNQkNnevSOjAwUqdoL6wsNpsKKWxPHmq0Kt9XufxHoQoyTkGvPfxh-0jEe3B1nBg, type: recall
value: 0.5385388739946381
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYmE3Yjg3OTVhMjdlMDk1YWFjMWIwNjMyZTA2Yzc3MjBlNjI1YWY5MzE0MjNkMDNiMmU5ZmIxYWExNmViYWE1NSIsInZlcnNpb24iOjF9.S9Bo-wq3wikFS-FqMQerxahu87PJyYx141G5PCWDtOs2wH1nf4texnJYWfHeVCJKZcKmS2RWn5XOjjJ9RoNJAA, type: loss
value: 1.062397837638855
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTFmNDI0ZmQ2YmNlZjJlZTdmZTYwOGVkMjdjMjJkMDIzNzhlOWFiNWQzNjFiMmU5NTdiM2Y1YjYxMjU4ZjQ2ZSIsInZlcnNpb24iOjF9.15RsFRkFpbarlU1L8UyV0o0_5WCveO_mT9CdO0UYwvQsOVjScheJ8fOqHBAC-C-CMTlfFNsmMhNrU_np8c_ZCQ
Likes: 4 | All-time downloads: 23987
Created: 2023-01-15 17:48:44