End of training

README.md

@@ -3,6 +3,8 @@ license: mit
 base_model: roberta-base
 tags:
 - generated_from_trainer
+metrics:
+- accuracy
 model-index:
 - name: llamaHorAI2
   results: []
@@ -14,6 +16,9 @@ should probably proofread and complete it, then remove this comment. -->
 # llamaHorAI2
 
 This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.9503
+- Accuracy: 0.7318
 
 ## Model description
 

all_results.json

@@ -0,0 +1,14 @@
+{
+    "epoch": 5.0,
+    "eval_accuracy": 0.7318286151491966,
+    "eval_loss": 0.9503203630447388,
+    "eval_runtime": 3.1972,
+    "eval_samples": 2614,
+    "eval_samples_per_second": 817.584,
+    "eval_steps_per_second": 102.276,
+    "train_loss": 0.3296431981824589,
+    "train_runtime": 167.8728,
+    "train_samples": 10456,
+    "train_samples_per_second": 311.426,
+    "train_steps_per_second": 9.74
+}

eval_results.json

@@ -0,0 +1,9 @@
+{
+    "epoch": 5.0,
+    "eval_accuracy": 0.7318286151491966,
+    "eval_loss": 0.9503203630447388,
+    "eval_runtime": 3.1972,
+    "eval_samples": 2614,
+    "eval_samples_per_second": 817.584,
+    "eval_steps_per_second": 102.276
+}

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 5.0,
+    "train_loss": 0.3296431981824589,
+    "train_runtime": 167.8728,
+    "train_samples": 10456,
+    "train_samples_per_second": 311.426,
+    "train_steps_per_second": 9.74
+}

trainer_state.json

@@ -0,0 +1,46 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 5.0,
+  "eval_steps": 500,
+  "global_step": 1635,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.53,
+      "learning_rate": 1.3883792048929665e-05,
+      "loss": 0.4996,
+      "step": 500
+    },
+    {
+      "epoch": 3.06,
+      "learning_rate": 7.767584097859327e-06,
+      "loss": 0.3259,
+      "step": 1000
+    },
+    {
+      "epoch": 4.59,
+      "learning_rate": 1.6513761467889911e-06,
+      "loss": 0.2073,
+      "step": 1500
+    },
+    {
+      "epoch": 5.0,
+      "step": 1635,
+      "total_flos": 1719430746777600.0,
+      "train_loss": 0.3296431981824589,
+      "train_runtime": 167.8728,
+      "train_samples_per_second": 311.426,
+      "train_steps_per_second": 9.74
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 1635,
+  "num_train_epochs": 5,
+  "save_steps": 500,
+  "total_flos": 1719430746777600.0,
+  "trial_name": null,
+  "trial_params": null
+}