Model save

README.md

@@ -3,15 +3,10 @@ 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-polynomial-2
   results: []
@@ -22,17 +17,17 @@ should probably proofread and complete it, then remove this comment. -->
 
 # zephyr-7b-align-scan-0.0-0.0-polynomial-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 the HuggingFaceH4/ultrafeedback_binarized 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 an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6399
-- Rewards/chosen: -0.2376
-- Rewards/rejected: -0.5744
-- Rewards/accuracies: 0.3333
-- Rewards/margins: 0.3368
-- Logps/rejected: -96.4576
-- Logps/chosen: -80.8310
-- Logits/rejected: -2.3598
-- Logits/chosen: -2.3790
+- Logits/chosen: -2.4166
+- Logits/rejected: -2.3982
+- Logps/chosen: -79.0868
+- Logps/rejected: -91.3032
+- Loss: 0.6444
+- Rewards/accuracies: 0.3234
+- Rewards/chosen: -0.1722
+- Rewards/margins: 0.2091
+- Rewards/rejected: -0.3813
 
 ## Model description
 
@@ -51,7 +46,7 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 4.045909641846537e-07
+- learning_rate: 2.9843836387024965e-07
 - train_batch_size: 8
 - eval_batch_size: 8
 - seed: 42
@@ -67,9 +62,9 @@ The following hyperparameters were used during training:
 
 ### Training results
 
-| Training Loss | Epoch  | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
-|:-------------:|:------:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
-| 0.5735        | 1.0417 | 100  | 0.6444          | -0.1722        | -0.3813          | 0.3234             | 0.2091          | -91.3032       | -79.0868     | -2.3982         | -2.4166       |
+| Training Loss | Epoch  | Step | Logits/chosen | Logits/rejected | Logps/chosen | Logps/rejected | Validation Loss | Rewards/accuracies | Rewards/chosen | Rewards/margins | Rewards/rejected |
+|:-------------:|:------:|:----:|:-------------:|:---------------:|:------------:|:--------------:|:---------------:|:------------------:|:--------------:|:---------------:|:----------------:|
+| 0.5735        | 1.0417 | 100  | -2.4166       | -2.3982         | -79.0868     | -91.3032       | 0.6444          | 0.3234             | -0.1722        | 0.2091          | -0.3813          |
 
 
 ### Framework versions

all_results.json

@@ -14,9 +14,9 @@
     "eval_samples_per_second": 17.552,
     "eval_steps_per_second": 0.553,
     "total_flos": 0.0,
-    "train_loss": 0.5773687552039822,
-    "train_runtime": 2519.8607,
+    "train_loss": 0.0,
+    "train_runtime": 0.0564,
     "train_samples": 6113,
-    "train_samples_per_second": 4.852,
-    "train_steps_per_second": 0.076
+    "train_samples_per_second": 216706.859,
+    "train_steps_per_second": 3403.216
 }

config.json

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

runs/Sep28_08-14-44_qa-a100-005.crc.nd.edu/events.out.tfevents.1727525861.qa-a100-005.crc.nd.edu.126407.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d943a0029438161d8b6dc79e4943b012c704dedaf6090bbcfa15bfe529ee597
+size 6830

train_results.json

@@ -1,9 +1,9 @@
 {
     "epoch": 2.0,
     "total_flos": 0.0,
-    "train_loss": 0.5773687552039822,
-    "train_runtime": 2519.8607,
+    "train_loss": 0.0,
+    "train_runtime": 0.0564,
     "train_samples": 6113,
-    "train_samples_per_second": 4.852,
-    "train_steps_per_second": 0.076
+    "train_samples_per_second": 216706.859,
+    "train_steps_per_second": 3403.216
 }

trainer_state.json

@@ -328,10 +328,10 @@
       "epoch": 2.0,
       "step": 192,
       "total_flos": 0.0,
-      "train_loss": 0.5773687552039822,
-      "train_runtime": 2519.8607,
-      "train_samples_per_second": 4.852,
-      "train_steps_per_second": 0.076
+      "train_loss": 0.0,
+      "train_runtime": 0.0564,
+      "train_samples_per_second": 216706.859,
+      "train_steps_per_second": 3403.216
     }
   ],
   "logging_steps": 10,

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a4e6ce166103c338d86ca62c9ef02d3fd90ce914c3b836061718004042566e26
+oid sha256:d5dcc061a547457069be2da12a6c2b25d94d62a04817781e5dfe3e62720317e8
 size 7672