End of training

README.md

@@ -3,9 +3,15 @@ library_name: transformers
 license: gemma
 base_model: google/gemma-2-9b-it
 tags:
+- alignment-handbook
 - trl
 - simpo
 - generated_from_trainer
+- trl
+- simpo
+- generated_from_trainer
+datasets:
+- jz666/gemma2-ultrafeedback-ppl-split
 model-index:
 - name: simpo-train-largest-30-abs-diff
   results: []
@@ -16,7 +22,17 @@ should probably proofread and complete it, then remove this comment. -->
 
 # simpo-train-largest-30-abs-diff
 
-This model is a fine-tuned version of [google/gemma-2-9b-it](https://huggingface.co/google/gemma-2-9b-it) on an unknown dataset.
+This model is a fine-tuned version of [google/gemma-2-9b-it](https://huggingface.co/google/gemma-2-9b-it) on the jz666/gemma2-ultrafeedback-ppl-split dataset.
+It achieves the following results on the evaluation set:
+- Loss: 4.3134
+- Rewards/chosen: -6.1690
+- Rewards/rejected: -7.1390
+- Rewards/accuracies: 0.6025
+- Rewards/margins: 0.9700
+- Logps/rejected: -0.7139
+- Logps/chosen: -0.6169
+- Logits/rejected: -6.7061
+- Logits/chosen: -6.9204
 
 ## Model description
 

all_results.json

@@ -1,5 +1,18 @@
 {
     "epoch": 0.995910949568378,
+    "eval_logits/chosen": -6.920379161834717,
+    "eval_logits/rejected": -6.706053733825684,
+    "eval_logps/chosen": -0.6168988347053528,
+    "eval_logps/rejected": -0.7138991951942444,
+    "eval_loss": 4.313390731811523,
+    "eval_rewards/accuracies": 0.6024590134620667,
+    "eval_rewards/chosen": -6.168987274169922,
+    "eval_rewards/margins": 0.9700047373771667,
+    "eval_rewards/rejected": -7.138991832733154,
+    "eval_runtime": 65.9401,
+    "eval_samples": 1941,
+    "eval_samples_per_second": 29.436,
+    "eval_steps_per_second": 1.85,
     "total_flos": 0.0,
     "train_loss": 4.287031420826041,
     "train_runtime": 1653.4486,

config.json

@@ -29,6 +29,6 @@
   "sliding_window_size": 4096,
   "torch_dtype": "bfloat16",
   "transformers_version": "4.44.2",
-  "use_cache": false,
+  "use_cache": true,
   "vocab_size": 256000
 }

eval_results.json

@@ -0,0 +1,16 @@
+{
+    "epoch": 0.995910949568378,
+    "eval_logits/chosen": -6.920379161834717,
+    "eval_logits/rejected": -6.706053733825684,
+    "eval_logps/chosen": -0.6168988347053528,
+    "eval_logps/rejected": -0.7138991951942444,
+    "eval_loss": 4.313390731811523,
+    "eval_rewards/accuracies": 0.6024590134620667,
+    "eval_rewards/chosen": -6.168987274169922,
+    "eval_rewards/margins": 0.9700047373771667,
+    "eval_rewards/rejected": -7.138991832733154,
+    "eval_runtime": 65.9401,
+    "eval_samples": 1941,
+    "eval_samples_per_second": 29.436,
+    "eval_steps_per_second": 1.85
+}