Training complete

README.md

@@ -3,6 +3,11 @@ license: mit
 base_model: ukr-models/xlm-roberta-base-uk
 tags:
 - generated_from_trainer
+metrics:
+- precision
+- recall
+- f1
+- accuracy
 model-index:
 - name: bert-finetuned-ner
   results: []
@@ -14,6 +19,12 @@ should probably proofread and complete it, then remove this comment. -->
 # bert-finetuned-ner
 
 This model is a fine-tuned version of [ukr-models/xlm-roberta-base-uk](https://huggingface.co/ukr-models/xlm-roberta-base-uk) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.6570
+- Precision: 0.0917
+- Recall: 0.5882
+- F1: 0.1587
+- Accuracy: 0.1101
 
 ## Model description
 
@@ -38,13 +49,14 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 1
+- num_epochs: 2
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1     | Accuracy |
 |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
-| No log        | 1.0   | 3    | 2.2127          | 0.0947    | 0.3333 | 0.1475 | 0.0840   |
+| No log        | 1.0   | 3    | 1.7579          | 0.0917    | 0.5882 | 0.1587 | 0.1101   |
+| No log        | 2.0   | 6    | 1.6570          | 0.0917    | 0.5882 | 0.1587 | 0.1101   |
 
 
 ### Framework versions

config.json

@@ -15,18 +15,14 @@
     "1": "B-ACT",
     "2": "I-ACT",
     "3": "B-ORG",
-    "4": "I-ORG",
-    "5": "B-HST",
-    "6": "I-HST"
+    "4": "I-ORG"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
   "label2id": {
     "B-ACT": 1,
-    "B-HST": 5,
     "B-ORG": 3,
     "I-ACT": 2,
-    "I-HST": 6,
     "I-ORG": 4,
     "O": 0
   },

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fafabc926eedba8e2bb9770ce3fbc999ea772c554f7835673cf8c7164bb8ad0d
-size 437925260
+oid sha256:0027996fa74605cc2474327947736cde06148b95d5459648a621a78fc2afbeb0
+size 437919108

runs/Jun10_11-24-10_1c45d5ff7702/events.out.tfevents.1718018654.1c45d5ff7702.278.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd094b26c258ca0a21f31ff3aef784222df2802fd36a0fac3bed5864eaa85927
+size 6366

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:28a1fbcfffe59293ca5308c3bd66610083835df1397bfcdae10bb9c31c561b5f
+oid sha256:450de237fb3f0702eabddd6da2e1955911f12d72b85a847dad701b9d1c538941
 size 5112