End of training

README.md

@@ -1,7 +1,7 @@
 ---
 library_name: transformers
 license: apache-2.0
-base_model: allenai/longformer-base-4096
+base_model: jeongseokoh/longformer_best_seq_cls_model
 tags:
 - generated_from_trainer
 metrics:
@@ -10,22 +10,22 @@ metrics:
 - recall
 - f1
 model-index:
-- name: longformer_best_model
+- name: longformer_best_seq_cls_model
   results: []
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 should probably proofread and complete it, then remove this comment. -->
 
-# longformer_best_model
+# longformer_best_seq_cls_model
 
-This model is a fine-tuned version of [allenai/longformer-base-4096](https://huggingface.co/allenai/longformer-base-4096) on an unknown dataset.
+This model is a fine-tuned version of [jeongseokoh/longformer_best_seq_cls_model](https://huggingface.co/jeongseokoh/longformer_best_seq_cls_model) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6012
-- Accuracy: 0.8372
-- Precision: 0.8443
-- Recall: 0.8193
-- F1: 0.8316
+- Loss: 0.5130
+- Accuracy: 0.8837
+- Precision: 0.8544
+- Recall: 0.8224
+- F1: 0.8381
 
 ## Model description
 
@@ -56,16 +56,16 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step   | Validation Loss | Accuracy | Precision | Recall | F1     |
 |:-------------:|:-----:|:------:|:---------------:|:--------:|:---------:|:------:|:------:|
-| 0.4507        | 1.0   | 22233  | 0.4954          | 0.7706   | 0.7553    | 0.7875 | 0.7711 |
-| 0.4513        | 2.0   | 44466  | 0.4579          | 0.7932   | 0.7783    | 0.8090 | 0.7933 |
-| 0.4075        | 3.0   | 66699  | 0.4450          | 0.8066   | 0.7823    | 0.8392 | 0.8097 |
-| 0.4149        | 4.0   | 88932  | 0.4322          | 0.8176   | 0.8154    | 0.8120 | 0.8137 |
-| 0.2742        | 5.0   | 111165 | 0.4450          | 0.8210   | 0.8265    | 0.8039 | 0.8150 |
-| 0.3334        | 6.0   | 133398 | 0.4725          | 0.8262   | 0.8254    | 0.8190 | 0.8222 |
-| 0.2323        | 7.0   | 155631 | 0.5031          | 0.8293   | 0.8434    | 0.8008 | 0.8215 |
-| 0.2097        | 8.0   | 177864 | 0.5324          | 0.8314   | 0.8378    | 0.8138 | 0.8256 |
-| 0.1882        | 9.0   | 200097 | 0.5783          | 0.8357   | 0.8363    | 0.8269 | 0.8316 |
-| 0.1289        | 10.0  | 222330 | 0.6012          | 0.8372   | 0.8443    | 0.8193 | 0.8316 |
+| 0.3609        | 1.0   | 22233  | 0.4264          | 0.8112   | 0.7526    | 0.7216 | 0.7368 |
+| 0.379         | 2.0   | 44466  | 0.4479          | 0.8195   | 0.7832    | 0.7012 | 0.7399 |
+| 0.3192        | 3.0   | 66699  | 0.4212          | 0.8364   | 0.7524    | 0.8245 | 0.7868 |
+| 0.3119        | 4.0   | 88932  | 0.4435          | 0.8543   | 0.8077    | 0.7902 | 0.7989 |
+| 0.1877        | 5.0   | 111165 | 0.4269          | 0.8627   | 0.8126    | 0.8125 | 0.8125 |
+| 0.2629        | 6.0   | 133398 | 0.4114          | 0.8709   | 0.8410    | 0.7984 | 0.8192 |
+| 0.1674        | 7.0   | 155631 | 0.4552          | 0.8757   | 0.8254    | 0.8378 | 0.8315 |
+| 0.1753        | 8.0   | 177864 | 0.4683          | 0.8794   | 0.8444    | 0.8221 | 0.8331 |
+| 0.2499        | 9.0   | 200097 | 0.4943          | 0.8835   | 0.8497    | 0.8284 | 0.8390 |
+| 0.0389        | 10.0  | 222330 | 0.5130          | 0.8837   | 0.8544    | 0.8224 | 0.8381 |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:847453cb5748284e03c6daace769ca9c57367878d394aa12d4a200e464a3b27a
+oid sha256:875b3be0d291d744319bd2b68b613144b195e6b7c865ad278754a17287ed7186
 size 594681256