Upload demo NER model for de

README.md

@@ -1,9 +1,13 @@
 ---
 library_name: transformers
+language:
+- multilingual
 license: other
 base_model: DedalusHealthCare/tinybert-mlm-de
 tags:
 - generated_from_trainer
+datasets:
+- ner_demo_de
 model-index:
 - name: tinybert-demo-de
   results: []
@@ -14,7 +18,17 @@ should probably proofread and complete it, then remove this comment. -->
 
 # tinybert-demo-de
 
-This model is a fine-tuned version of [DedalusHealthCare/tinybert-mlm-de](https://huggingface.co/DedalusHealthCare/tinybert-mlm-de) on the None dataset.
+This model is a fine-tuned version of [DedalusHealthCare/tinybert-mlm-de](https://huggingface.co/DedalusHealthCare/tinybert-mlm-de) on the ner_demo_de dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4069
+- Disorder Finding Precision: 0.25
+- Disorder Finding Recall: 0.1818
+- Disorder Finding F1: 0.2105
+- Disorder Finding Number: 11
+- Overall Precision: 0.25
+- Overall Recall: 0.1818
+- Overall F1: 0.2105
+- Overall Accuracy: 0.9286
 
 ## Model description
 

all_results.json

@@ -4,19 +4,19 @@
     "eval_DISORDER_FINDING_number": 11,
     "eval_DISORDER_FINDING_precision": 0.25,
     "eval_DISORDER_FINDING_recall": 0.18181818181818182,
-    "eval_loss": 0.4071013033390045,
+    "eval_loss": 0.4068782925605774,
     "eval_overall_accuracy": 0.9285714285714286,
     "eval_overall_f1": 0.2105263157894737,
     "eval_overall_precision": 0.25,
     "eval_overall_recall": 0.18181818181818182,
-    "eval_runtime": 0.1698,
+    "eval_runtime": 0.1999,
     "eval_samples": 8,
-    "eval_samples_per_second": 47.11,
-    "eval_steps_per_second": 5.889,
+    "eval_samples_per_second": 40.011,
+    "eval_steps_per_second": 5.001,
     "total_flos": 169988587296.0,
-    "train_loss": 0.5826312402884165,
-    "train_runtime": 2.1014,
+    "train_loss": 0.5817014575004578,
+    "train_runtime": 3.2772,
     "train_samples": 364,
-    "train_samples_per_second": 173.216,
-    "train_steps_per_second": 2.855
+    "train_samples_per_second": 111.071,
+    "train_steps_per_second": 1.831
 }

eval_results.json

@@ -4,13 +4,13 @@
     "eval_DISORDER_FINDING_number": 11,
     "eval_DISORDER_FINDING_precision": 0.25,
     "eval_DISORDER_FINDING_recall": 0.18181818181818182,
-    "eval_loss": 0.4071013033390045,
+    "eval_loss": 0.4068782925605774,
     "eval_overall_accuracy": 0.9285714285714286,
     "eval_overall_f1": 0.2105263157894737,
     "eval_overall_precision": 0.25,
     "eval_overall_recall": 0.18181818181818182,
-    "eval_runtime": 0.1698,
+    "eval_runtime": 0.1999,
     "eval_samples": 8,
-    "eval_samples_per_second": 47.11,
-    "eval_steps_per_second": 5.889
+    "eval_samples_per_second": 40.011,
+    "eval_steps_per_second": 5.001
 }

runs/Oct08_12-11-51_ip-172-31-12-22/events.out.tfevents.1759925537.ip-172-31-12-22.64937.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c30656c600bec34f35f41bc36959810cabccd02f18151294bd3881815d2a36f8
+size 846

train_results.json

@@ -1,9 +1,9 @@
 {
     "epoch": 1.0,
     "total_flos": 169988587296.0,
-    "train_loss": 0.5826312402884165,
-    "train_runtime": 2.1014,
+    "train_loss": 0.5817014575004578,
+    "train_runtime": 3.2772,
     "train_samples": 364,
-    "train_samples_per_second": 173.216,
-    "train_steps_per_second": 2.855
+    "train_samples_per_second": 111.071,
+    "train_steps_per_second": 1.831
 }

trainer_state.json

@@ -10,19 +10,19 @@
   "log_history": [
     {
       "epoch": 0.16666666666666666,
-      "grad_norm": 6.2256364822387695,
+      "grad_norm": 6.177765846252441,
       "learning_rate": 5e-05,
-      "loss": 0.6898,
+      "loss": 0.6855,
       "step": 1
     },
     {
       "epoch": 1.0,
       "step": 6,
       "total_flos": 169988587296.0,
-      "train_loss": 0.5826312402884165,
-      "train_runtime": 2.1014,
-      "train_samples_per_second": 173.216,
-      "train_steps_per_second": 2.855
+      "train_loss": 0.5817014575004578,
+      "train_runtime": 3.2772,
+      "train_samples_per_second": 111.071,
+      "train_steps_per_second": 1.831
     }
   ],
   "logging_steps": 100,