Model save

README.md

@@ -1,4 +1,5 @@
 ---
+base_model: yiyanghkust/finbert-fls
 tags:
 - generated_from_trainer
 model-index:
@@ -11,9 +12,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 # my_fancy_model
 
-This model was trained from scratch on an unknown dataset.
+This model is a fine-tuned version of [yiyanghkust/finbert-fls](https://huggingface.co/yiyanghkust/finbert-fls) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.5050
+- Loss: 0.8892
 
 ## Model description
 
@@ -44,8 +45,8 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss |
 |:-------------:|:-----:|:----:|:---------------:|
-| No log        | 1.0   | 32   | 0.5050          |
-| No log        | 2.0   | 64   | 0.5081          |
+| No log        | 1.0   | 7    | 0.9168          |
+| No log        | 2.0   | 14   | 0.8892          |
 
 
 ### Framework versions

config.json

@@ -1,25 +1,37 @@
 {
-  "_name_or_path": "../models/my_fancy_model",
-  "activation": "gelu",
+  "_name_or_path": "yiyanghkust/finbert-fls",
   "architectures": [
-    "DistilBertForSequenceClassification"
+    "BertForSequenceClassification"
   ],
-  "attention_dropout": 0.1,
-  "dim": 768,
-  "dropout": 0.1,
-  "hidden_dim": 3072,
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Not FLS",
+    "1": "Non-specific FLS",
+    "2": "Specific FLS"
+  },
   "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Non-specific FLS": 1,
+    "Not FLS": 0,
+    "Specific FLS": 2
+  },
+  "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,
-  "model_type": "distilbert",
-  "n_heads": 12,
-  "n_layers": 6,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
   "pad_token_id": 0,
+  "position_embedding_type": "absolute",
   "problem_type": "single_label_classification",
-  "qa_dropout": 0.1,
-  "seq_classif_dropout": 0.2,
-  "sinusoidal_pos_embds": false,
-  "tie_weights_": true,
   "torch_dtype": "float32",
   "transformers_version": "4.38.2",
-  "vocab_size": 30522
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30873
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:977524e86ad18dc72739f9fe4539cd2908f9d1cb83d6e1a17752da955c329e2e
-size 267832560
+oid sha256:ce410972ea7b8b4331d14ae05f474f38ae47dda3452c467b3707e4bd4b49e30f
+size 439039996

special_tokens_map.json

@@ -1,37 +1,7 @@
 {
-  "cls_token": {
-    "content": "[CLS]",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "mask_token": {
-    "content": "[MASK]",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "pad_token": {
-    "content": "[PAD]",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "sep_token": {
-    "content": "[SEP]",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "unk_token": {
-    "content": "[UNK]",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  }
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
 }

tokenizer_config.json

@@ -8,7 +8,7 @@
       "single_word": false,
       "special": true
     },
-    "100": {
+    "2": {
       "content": "[UNK]",
       "lstrip": false,
       "normalized": false,
@@ -16,7 +16,7 @@
       "single_word": false,
       "special": true
     },
-    "101": {
+    "3": {
       "content": "[CLS]",
       "lstrip": false,
       "normalized": false,
@@ -24,7 +24,7 @@
       "single_word": false,
       "special": true
     },
-    "102": {
+    "4": {
       "content": "[SEP]",
       "lstrip": false,
       "normalized": false,
@@ -32,7 +32,7 @@
       "single_word": false,
       "special": true
     },
-    "103": {
+    "5": {
       "content": "[MASK]",
       "lstrip": false,
       "normalized": false,
@@ -43,17 +43,15 @@
   },
   "clean_up_tokenization_spaces": true,
   "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
   "do_lower_case": true,
   "mask_token": "[MASK]",
-  "max_length": 32,
   "model_max_length": 1000000000000000019884624838656,
+  "never_split": null,
   "pad_token": "[PAD]",
   "sep_token": "[SEP]",
-  "stride": 0,
   "strip_accents": null,
   "tokenize_chinese_chars": true,
-  "tokenizer_class": "DistilBertTokenizer",
-  "truncation_side": "right",
-  "truncation_strategy": "longest_first",
+  "tokenizer_class": "BertTokenizer",
   "unk_token": "[UNK]"
 }

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d1bcaf821a6e72fbb3bb372aaaaa5e0151c821067ef39828f1923410f9cbf9ba
+oid sha256:9e16bdafd3627cef8d379918048882bd0dca5ece55f00090dc9ac9f56b518d54
 size 4984