clasificador_xml_5ep_v2

README.md

@@ -4,6 +4,11 @@ license: mit
 base_model: xlm-roberta-base
 tags:
 - generated_from_trainer
+metrics:
+- accuracy
+- precision
+- recall
+- f1
 model-index:
 - name: intent_analysis
   results: []
@@ -15,6 +20,12 @@ should probably proofread and complete it, then remove this comment. -->
 # intent_analysis
 
 This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0750
+- Accuracy: 0.9781
+- Precision: 0.9782
+- Recall: 0.9781
+- F1: 0.9781
 
 ## Model description
 
@@ -33,19 +44,22 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 5e-05
-- train_batch_size: 16
-- eval_batch_size: 16
+- learning_rate: 2e-05
+- train_batch_size: 32
+- eval_batch_size: 32
 - seed: 42
 - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
-- lr_scheduler_type: linear
-- num_epochs: 1
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 3
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1     |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
-| No log        | 1.0   | 229  | 0.0529          | 0.9892   | 0.9892    | 0.9892 | 0.9892 |
+| No log        | 1.0   | 114  | 0.1457          | 0.9459   | 0.9498    | 0.9459 | 0.9456 |
+| No log        | 2.0   | 228  | 0.0754          | 0.9774   | 0.9777    | 0.9774 | 0.9775 |
+| No log        | 3.0   | 342  | 0.0750          | 0.9781   | 0.9782    | 0.9781 | 0.9781 |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:77a760cdc5af4417d8efd6e7eba5587d6e9a5ec53381619fc314975241050641
+oid sha256:6bfcaa8e2952dec99a2c3919adc8b9c6b7b136c205827776cd463bdf7100f076
 size 1112208084

runs/Nov14_08-09-03_e5cd4c595d2c/events.out.tfevents.1731571746.e5cd4c595d2c.287.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:694ff2af76ef7431f0436b8f71315669ac1f242aa65f442f9c6ca784883adec3
+size 5961

runs/Nov14_08-17-27_e5cd4c595d2c/events.out.tfevents.1731572257.e5cd4c595d2c.287.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e95c98c2cd2f2f58bc349662a4c908c8a79cf09142521cc4bd5d637849f32fab
+size 6897

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4c10a89c3e3daa603cc23c62a56f9cb2bcf435cb835ce9e5c178b79ba968df71
+oid sha256:d58f5bdb06854704fb9e7171bb244c6cc6f6b90459626090d68e5b7374d0cc7e
 size 5304