End of training

README.md

@@ -3,10 +3,16 @@ library_name: transformers
 license: apache-2.0
 base_model: alignment-handbook/zephyr-7b-sft-full
 tags:
+- alignment-handbook
+- trl
+- dpo
+- generated_from_trainer
 - trl
 - dpo
 - alignment-handbook
 - generated_from_trainer
+datasets:
+- HuggingFaceH4/ultrafeedback_binarized
 model-index:
 - name: zephyr-7b-align-scan-0.0-0.0-cosine-2
   results: []
@@ -17,17 +23,17 @@ should probably proofread and complete it, then remove this comment. -->
 
 # zephyr-7b-align-scan-0.0-0.0-cosine-2
 
-This model is a fine-tuned version of [alignment-handbook/zephyr-7b-sft-full](https://huggingface.co/alignment-handbook/zephyr-7b-sft-full) on an unknown dataset.
+This model is a fine-tuned version of [alignment-handbook/zephyr-7b-sft-full](https://huggingface.co/alignment-handbook/zephyr-7b-sft-full) on the HuggingFaceH4/ultrafeedback_binarized dataset.
 It achieves the following results on the evaluation set:
-- Logits/chosen: 2.2227
-- Logits/rejected: 2.3998
-- Logps/chosen: -231.4086
-- Logps/rejected: -327.2254
-- Loss: 0.6710
-- Rewards/accuracies: 0.3155
-- Rewards/chosen: -0.1518
-- Rewards/margins: 0.0862
-- Rewards/rejected: -0.2380
+- Loss: 4.5795
+- Rewards/chosen: -16.1471
+- Rewards/rejected: -25.8390
+- Rewards/accuracies: 0.3075
+- Rewards/margins: 9.6918
+- Logps/rejected: -601.5961
+- Logps/chosen: -399.7386
+- Logits/rejected: 4.1594
+- Logits/chosen: 3.9982
 
 ## Model description
 

all_results.json

@@ -4,15 +4,15 @@
     "eval_logits/rejected": 4.15942907333374,
     "eval_logps/chosen": -399.73858642578125,
     "eval_logps/rejected": -601.5961303710938,
-    "eval_loss": 0.669053852558136,
+    "eval_loss": 4.579452037811279,
     "eval_rewards/accuracies": 0.3075396716594696,
-    "eval_rewards/chosen": -0.3145403265953064,
-    "eval_rewards/margins": 0.18879380822181702,
-    "eval_rewards/rejected": -0.503334105014801,
-    "eval_runtime": 113.5521,
+    "eval_rewards/chosen": -16.14712142944336,
+    "eval_rewards/margins": 9.691844940185547,
+    "eval_rewards/rejected": -25.838966369628906,
+    "eval_runtime": 114.6496,
     "eval_samples": 2000,
-    "eval_samples_per_second": 17.613,
-    "eval_steps_per_second": 0.555,
+    "eval_samples_per_second": 17.444,
+    "eval_steps_per_second": 0.55,
     "total_flos": 0.0,
     "train_loss": 0.0,
     "train_runtime": 0.0151,

config.json

@@ -22,6 +22,6 @@
   "tie_word_embeddings": false,
   "torch_dtype": "bfloat16",
   "transformers_version": "4.44.2",
-  "use_cache": false,
+  "use_cache": true,
   "vocab_size": 32000
 }

eval_results.json

@@ -4,13 +4,13 @@
     "eval_logits/rejected": 4.15942907333374,
     "eval_logps/chosen": -399.73858642578125,
     "eval_logps/rejected": -601.5961303710938,
-    "eval_loss": 0.669053852558136,
+    "eval_loss": 4.579452037811279,
     "eval_rewards/accuracies": 0.3075396716594696,
-    "eval_rewards/chosen": -0.3145403265953064,
-    "eval_rewards/margins": 0.18879380822181702,
-    "eval_rewards/rejected": -0.503334105014801,
-    "eval_runtime": 113.5521,
+    "eval_rewards/chosen": -16.14712142944336,
+    "eval_rewards/margins": 9.691844940185547,
+    "eval_rewards/rejected": -25.838966369628906,
+    "eval_runtime": 114.6496,
     "eval_samples": 2000,
-    "eval_samples_per_second": 17.613,
-    "eval_steps_per_second": 0.555
+    "eval_samples_per_second": 17.444,
+    "eval_steps_per_second": 0.55
 }

runs/Sep28_05-41-43_qa-a100-005.crc.nd.edu/events.out.tfevents.1727517047.qa-a100-005.crc.nd.edu.103038.1

@@ -0,0 +1,3 @@
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+oid sha256:9ca1e0067a45ad5b0a94766973b00881f314f19fe30d9d8ea917f278a8c66cdb
+size 828