End of training

README.md

@@ -1,6 +1,5 @@
 ---
 library_name: transformers
-base_model: allenai/biomed_roberta_base
 tags:
 - generated_from_trainer
 model-index:
@@ -13,9 +12,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 # roberta-base-biomed-myers-briggs-description-classifier
 
-This model is a fine-tuned version of [allenai/biomed_roberta_base](https://huggingface.co/allenai/biomed_roberta_base) on an unknown dataset.
+This model was trained from scratch on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.2540
+- Loss: 0.3081
 
 ## Model description
 
@@ -35,7 +34,7 @@ More information needed
 
 The following hyperparameters were used during training:
 - learning_rate: 5e-05
-- train_batch_size: 16
+- train_batch_size: 8
 - eval_batch_size: 4
 - seed: 42
 - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
@@ -45,14 +44,14 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-| Training Loss | Epoch | Step | Validation Loss |
-|:-------------:|:-----:|:----:|:---------------:|
-| 0.3286        | 1.0   | 1000 | 0.4405          |
-| 0.4562        | 2.0   | 2000 | 0.2795          |
-| 0.1113        | 3.0   | 3000 | 0.2540          |
-| 0.0441        | 4.0   | 4000 | 0.2629          |
-| 0.1155        | 5.0   | 5000 | 0.2732          |
-| 0.0594        | 6.0   | 6000 | 0.3155          |
+| Training Loss | Epoch | Step  | Validation Loss |
+|:-------------:|:-----:|:-----:|:---------------:|
+| 0.3037        | 1.0   | 2500  | 0.3081          |
+| 0.1854        | 2.0   | 5000  | 0.3156          |
+| 0.2427        | 3.0   | 7500  | 0.3379          |
+| 0.277         | 4.0   | 10000 | 0.3720          |
+| 0.0938        | 5.0   | 12500 | 0.3165          |
+| 0.0029        | 6.0   | 15000 | 0.3622          |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:36224cd0cd9b5875b225c2225cad95595dc455de8007ed01255b066504493e48
+oid sha256:ecd03c8e6e1ac39ca7037f8b225f6a9ef85385a8499f8bdbbe1ecef1bd6e4d8d
 size 498655888

tokenizer.json

@@ -2,7 +2,7 @@
   "version": "1.0",
   "truncation": {
     "direction": "Right",
-    "max_length": 256,
+    "max_length": 512,
     "strategy": "LongestFirst",
     "stride": 0
   },

tokenizer_config.json

@@ -49,10 +49,17 @@
   "errors": "replace",
   "mask_token": "<mask>",
   "max_len": 512,
+  "max_length": 256,
   "model_max_length": 512,
+  "pad_to_multiple_of": null,
   "pad_token": "<pad>",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
   "sep_token": "</s>",
+  "stride": 0,
   "tokenizer_class": "RobertaTokenizer",
   "trim_offsets": true,
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
   "unk_token": "<unk>"
 }