Update README.md
Browse files
README.md
CHANGED
|
@@ -20,32 +20,38 @@ model-index:
|
|
| 20 |
value: 0.9105504587155964
|
| 21 |
name: Accuracy
|
| 22 |
verified: true
|
| 23 |
-
verifyToken:
|
|
|
|
| 24 |
- type: precision
|
| 25 |
value: 0.8978260869565218
|
| 26 |
name: Precision
|
| 27 |
verified: true
|
| 28 |
-
verifyToken:
|
|
|
|
| 29 |
- type: recall
|
| 30 |
value: 0.9301801801801802
|
| 31 |
name: Recall
|
| 32 |
verified: true
|
| 33 |
-
verifyToken:
|
|
|
|
| 34 |
- type: auc
|
| 35 |
value: 0.9716626673402374
|
| 36 |
name: AUC
|
| 37 |
verified: true
|
| 38 |
-
verifyToken:
|
|
|
|
| 39 |
- type: f1
|
| 40 |
value: 0.9137168141592922
|
| 41 |
name: F1
|
| 42 |
verified: true
|
| 43 |
-
verifyToken:
|
|
|
|
| 44 |
- type: loss
|
| 45 |
value: 0.39013850688934326
|
| 46 |
name: loss
|
| 47 |
verified: true
|
| 48 |
-
verifyToken:
|
|
|
|
| 49 |
- task:
|
| 50 |
type: text-classification
|
| 51 |
name: Text Classification
|
|
@@ -59,57 +65,69 @@ model-index:
|
|
| 59 |
value: 0.9885521685548412
|
| 60 |
name: Accuracy
|
| 61 |
verified: true
|
| 62 |
-
verifyToken:
|
|
|
|
| 63 |
- type: precision
|
| 64 |
value: 0.9881965062029833
|
| 65 |
name: Precision Macro
|
| 66 |
verified: true
|
| 67 |
-
verifyToken:
|
|
|
|
| 68 |
- type: precision
|
| 69 |
value: 0.9885521685548412
|
| 70 |
name: Precision Micro
|
| 71 |
verified: true
|
| 72 |
-
verifyToken:
|
|
|
|
| 73 |
- type: precision
|
| 74 |
value: 0.9885639626373408
|
| 75 |
name: Precision Weighted
|
| 76 |
verified: true
|
| 77 |
-
verifyToken:
|
|
|
|
| 78 |
- type: recall
|
| 79 |
value: 0.9886145346602994
|
| 80 |
name: Recall Macro
|
| 81 |
verified: true
|
| 82 |
-
verifyToken:
|
|
|
|
| 83 |
- type: recall
|
| 84 |
value: 0.9885521685548412
|
| 85 |
name: Recall Micro
|
| 86 |
verified: true
|
| 87 |
-
verifyToken:
|
|
|
|
| 88 |
- type: recall
|
| 89 |
value: 0.9885521685548412
|
| 90 |
name: Recall Weighted
|
| 91 |
verified: true
|
| 92 |
-
verifyToken:
|
|
|
|
| 93 |
- type: f1
|
| 94 |
value: 0.9884019815052447
|
| 95 |
name: F1 Macro
|
| 96 |
verified: true
|
| 97 |
-
verifyToken:
|
|
|
|
| 98 |
- type: f1
|
| 99 |
value: 0.9885521685548412
|
| 100 |
name: F1 Micro
|
| 101 |
verified: true
|
| 102 |
-
verifyToken:
|
|
|
|
| 103 |
- type: f1
|
| 104 |
value: 0.9885546181087554
|
| 105 |
name: F1 Weighted
|
| 106 |
verified: true
|
| 107 |
-
verifyToken:
|
|
|
|
| 108 |
- type: loss
|
| 109 |
value: 0.040652573108673096
|
| 110 |
name: loss
|
| 111 |
verified: true
|
| 112 |
-
verifyToken:
|
|
|
|
|
|
|
| 113 |
---
|
| 114 |
|
| 115 |
# DistilBERT base uncased finetuned SST-2
|
|
@@ -192,6 +210,4 @@ The authors use the following Stanford Sentiment Treebank([sst2](https://hugging
|
|
| 192 |
- batch_size = 32
|
| 193 |
- warmup = 600
|
| 194 |
- max_seq_length = 128
|
| 195 |
-
- num_train_epochs = 3.0
|
| 196 |
-
|
| 197 |
-
|
|
|
|
| 20 |
value: 0.9105504587155964
|
| 21 |
name: Accuracy
|
| 22 |
verified: true
|
| 23 |
+
verifyToken: >-
|
| 24 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2YyOGMxYjY2Y2JhMjkxNjIzN2FmMjNiNmM2ZWViNGY3MTNmNWI2YzhiYjYxZTY0ZGUyN2M1NGIxZjRiMjQwZiIsInZlcnNpb24iOjF9.uui0srxV5ZHRhxbYN6082EZdwpnBgubPJ5R2-Wk8HTWqmxYE3QHidevR9LLAhidqGw6Ih93fK0goAXncld_gBg
|
| 25 |
- type: precision
|
| 26 |
value: 0.8978260869565218
|
| 27 |
name: Precision
|
| 28 |
verified: true
|
| 29 |
+
verifyToken: >-
|
| 30 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzgwYTYwYjA2MmM0ZTYwNDk0M2NmNTBkZmM2NGNhYzQ1OGEyN2NkNDQ3Mzc2NTQyMmZiNDJiNzBhNGVhZGUyOSIsInZlcnNpb24iOjF9.eHjLmw3K02OU69R2Au8eyuSqT3aBDHgZCn8jSzE3_urD6EUSSsLxUpiAYR4BGLD_U6-ZKcdxVo_A2rdXqvUJDA
|
| 31 |
- type: recall
|
| 32 |
value: 0.9301801801801802
|
| 33 |
name: Recall
|
| 34 |
verified: true
|
| 35 |
+
verifyToken: >-
|
| 36 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGIzM2E3MTI2Mzc2MDYwNmU3ZTVjYmZmZDBkNjY4ZTc5MGY0Y2FkNDU3NjY1MmVkNmE3Y2QzMzAwZDZhOWY1NiIsInZlcnNpb24iOjF9.PUZlqmct13-rJWBXdHm5tdkXgETL9F82GNbbSR4hI8MB-v39KrK59cqzFC2Ac7kJe_DtOeUyosj34O_mFt_1DQ
|
| 37 |
- type: auc
|
| 38 |
value: 0.9716626673402374
|
| 39 |
name: AUC
|
| 40 |
verified: true
|
| 41 |
+
verifyToken: >-
|
| 42 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDM0YWIwZmQ4YjUwOGZmMWU2MjI1YjIxZGQ2MzNjMzRmZmYxMzZkNGFjODhlMDcyZDM1Y2RkMWZlOWQ0MWYwNSIsInZlcnNpb24iOjF9.E7GRlAXmmpEkTHlXheVkuL1W4WNjv4JO3qY_WCVsTVKiO7bUu0UVjPIyQ6g-J1OxsfqZmW3Leli1wY8vPBNNCQ
|
| 43 |
- type: f1
|
| 44 |
value: 0.9137168141592922
|
| 45 |
name: F1
|
| 46 |
verified: true
|
| 47 |
+
verifyToken: >-
|
| 48 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGU4MjNmOGYwZjZjMDQ1ZTkyZTA4YTc1MWYwOTM0NDM4ZWY1ZGVkNDY5MzNhYTQyZGFlNzIyZmUwMDg3NDU0NyIsInZlcnNpb24iOjF9.mW5ftkq50Se58M-jm6a2Pu93QeKa3MfV7xcBwvG3PSB_KNJxZWTCpfMQp-Cmx_EMlmI2siKOyd8akYjJUrzJCA
|
| 49 |
- type: loss
|
| 50 |
value: 0.39013850688934326
|
| 51 |
name: loss
|
| 52 |
verified: true
|
| 53 |
+
verifyToken: >-
|
| 54 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTZiNzAyZDc0MzUzMmE1MGJiN2JlYzFiODE5ZTNlNGE4MmI4YzRiMTc2ODEzMTUwZmEzOTgxNzc4YjJjZTRmNiIsInZlcnNpb24iOjF9.VqIC7uYC-ZZ8ss9zQOlRV39YVOOLc5R36sIzCcVz8lolh61ux_5djm2XjpP6ARc6KqEnXC4ZtfNXsX2HZfrtCQ
|
| 55 |
- task:
|
| 56 |
type: text-classification
|
| 57 |
name: Text Classification
|
|
|
|
| 65 |
value: 0.9885521685548412
|
| 66 |
name: Accuracy
|
| 67 |
verified: true
|
| 68 |
+
verifyToken: >-
|
| 69 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2I3NzU3YzhmMDkxZTViY2M3OTY1NmI0ZTdmMDQxNjNjYzJiZmQxNzczM2E4YmExYTY5ODY0NDBkY2I4ZjNkOCIsInZlcnNpb24iOjF9.4Gtk3FeVc9sPWSqZIaeUXJ9oVlPzm-NmujnWpK2y5s1Vhp1l6Y1pK5_78wW0-NxSvQqV6qd5KQf_OAEpVAkQDA
|
| 70 |
- type: precision
|
| 71 |
value: 0.9881965062029833
|
| 72 |
name: Precision Macro
|
| 73 |
verified: true
|
| 74 |
+
verifyToken: >-
|
| 75 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDdlZDMzY2I3MTAwYTljNmM4MGMyMzU2YjAzZDg1NDYwN2ZmM2Y5OWZhMjUyMGJiNjY1YmZiMzFhMDI2ODFhNyIsInZlcnNpb24iOjF9.cqmv6yBxu4St2mykRWrZ07tDsiSLdtLTz2hbqQ7Gm1rMzq9tdlkZ8MyJRxtME_Y8UaOG9rs68pV-gKVUs8wABw
|
| 76 |
- type: precision
|
| 77 |
value: 0.9885521685548412
|
| 78 |
name: Precision Micro
|
| 79 |
verified: true
|
| 80 |
+
verifyToken: >-
|
| 81 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjFlYzAzNmE1YjljNjUwNzBjZjEzZDY0ZDQyMmY5ZWM2OTBhNzNjYjYzYTk1YWE1NjU3YTMxZDQwOTE1Y2FkNyIsInZlcnNpb24iOjF9.jnCHOkUHuAOZZ_ZMVOnetx__OVJCS6LOno4caWECAmfrUaIPnPNV9iJ6izRO3sqkHRmxYpWBb-27GJ4N3LU-BQ
|
| 82 |
- type: precision
|
| 83 |
value: 0.9885639626373408
|
| 84 |
name: Precision Weighted
|
| 85 |
verified: true
|
| 86 |
+
verifyToken: >-
|
| 87 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGUyODFjNjBlNTE2MTY3ZDAxOGU1N2U0YjUyY2NiZjhkOGVmYThjYjBkNGU3NTRkYzkzNDQ2MmMwMjkwMWNiMyIsInZlcnNpb24iOjF9.zTNabMwApiZyXdr76QUn7WgGB7D7lP-iqS3bn35piqVTNsv3wnKjZOaKFVLIUvtBXq4gKw7N2oWxvWc4OcSNDg
|
| 88 |
- type: recall
|
| 89 |
value: 0.9886145346602994
|
| 90 |
name: Recall Macro
|
| 91 |
verified: true
|
| 92 |
+
verifyToken: >-
|
| 93 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTU1YjlhODU3YTkyNTdiZDcwZGFlZDBiYjY0N2NjMGM2NTRiNjQ3MDNjNGMxOWY2ZGQ4NWU1YmMzY2UwZTI3YSIsInZlcnNpb24iOjF9.xaLPY7U-wHsJ3DDui1yyyM-xWjL0Jz5puRThy7fczal9x05eKEQ9s0a_WD-iLmapvJs0caXpV70hDe2NLcs-DA
|
| 94 |
- type: recall
|
| 95 |
value: 0.9885521685548412
|
| 96 |
name: Recall Micro
|
| 97 |
verified: true
|
| 98 |
+
verifyToken: >-
|
| 99 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODE0YTU0MDBlOGY4YzU0MjY5MzA3OTk2OGNhOGVkMmU5OGRjZmFiZWI2ZjY5ODEzZTQzMTI0N2NiOTVkNDliYiIsInZlcnNpb24iOjF9.SOt1baTBbuZRrsvGcak2sUwoTrQzmNCbyV2m1_yjGsU48SBH0NcKXicidNBSnJ6ihM5jf_Lv_B5_eOBkLfNWDQ
|
| 100 |
- type: recall
|
| 101 |
value: 0.9885521685548412
|
| 102 |
name: Recall Weighted
|
| 103 |
verified: true
|
| 104 |
+
verifyToken: >-
|
| 105 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWNkNmM0ZGRlNmYxYzIwNDk4OTI5MzIwZWU1NzZjZDVhMDcyNDFlMjBhNDQxODU5OWMwMWNhNGEzNjY3ZGUyOSIsInZlcnNpb24iOjF9.b15Fh70GwtlG3cSqPW-8VEZT2oy0CtgvgEOtWiYonOovjkIQ4RSLFVzVG-YfslaIyfg9RzMWzjhLnMY7Bpn2Aw
|
| 106 |
- type: f1
|
| 107 |
value: 0.9884019815052447
|
| 108 |
name: F1 Macro
|
| 109 |
verified: true
|
| 110 |
+
verifyToken: >-
|
| 111 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYmM4NjQ5Yjk5ODRhYTU1MTY3MmRhZDBmODM1NTg3OTFiNWM4NDRmYjI0MzZkNmQ1MzE3MzcxODZlYzBkYTMyYSIsInZlcnNpb24iOjF9.74RaDK8nBVuGRl2Se_-hwQvP6c4lvVxGHpcCWB4uZUCf2_HoC9NT9u7P3pMJfH_tK2cpV7U3VWGgSDhQDi-UBQ
|
| 112 |
- type: f1
|
| 113 |
value: 0.9885521685548412
|
| 114 |
name: F1 Micro
|
| 115 |
verified: true
|
| 116 |
+
verifyToken: >-
|
| 117 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDRmYWRmMmQ0YjViZmQxMzhhYTUyOTE1MTc0ZDU1ZjQyZjFhMDYzYzMzZDE0NzZlYzQyOTBhMTBhNmM5NTlkMiIsInZlcnNpb24iOjF9.VMn_psdAHIZTlW6GbjERZDe8MHhwzJ0rbjV_VJyuMrsdOh5QDmko-wEvaBWNEdT0cEKsbggm-6jd3Gh81PfHAQ
|
| 118 |
- type: f1
|
| 119 |
value: 0.9885546181087554
|
| 120 |
name: F1 Weighted
|
| 121 |
verified: true
|
| 122 |
+
verifyToken: >-
|
| 123 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjUyZWFhZDZhMGQ3MzBmYmRiNDVmN2FkZDBjMjk3ODk0OTAxNGZkMWE0NzU5ZjI0NzE0NGZiNzM0N2Y2NDYyOSIsInZlcnNpb24iOjF9.YsXBhnzEEFEW6jw3mQlFUuIrW7Gabad2Ils-iunYJr-myg0heF8NEnEWABKFE1SnvCWt-69jkLza6SupeyLVCA
|
| 124 |
- type: loss
|
| 125 |
value: 0.040652573108673096
|
| 126 |
name: loss
|
| 127 |
verified: true
|
| 128 |
+
verifyToken: >-
|
| 129 |
+
eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTc3YjU3MjdjMzkxODA5MjU5NGUyY2NkMGVhZDg3ZWEzMmU1YWVjMmI0NmU2OWEyZTkzMTVjNDZiYTc0YjIyNCIsInZlcnNpb24iOjF9.lA90qXZVYiILHMFlr6t6H81Oe8a-4KmeX-vyCC1BDia2ofudegv6Vb46-4RzmbtuKeV6yy6YNNXxXxqVak1pAg
|
| 130 |
+
pipeline_tag: text-classification
|
| 131 |
---
|
| 132 |
|
| 133 |
# DistilBERT base uncased finetuned SST-2
|
|
|
|
| 210 |
- batch_size = 32
|
| 211 |
- warmup = 600
|
| 212 |
- max_seq_length = 128
|
| 213 |
+
- num_train_epochs = 3.0
|
|
|
|
|
|