End of training

README.md

@@ -2,6 +2,7 @@
 license: mit
 library_name: peft
 tags:
+- alignment-handbook
 - trl
 - dpo
 - generated_from_trainer
@@ -18,6 +19,16 @@ should probably proofread and complete it, then remove this comment. -->
 # phi_3-offline-dpo-noise-0.0-42
 
 This model is a fine-tuned version of [microsoft/Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.6938
+- Rewards/chosen: -0.0001
+- Rewards/rejected: -0.0001
+- Rewards/accuracies: 0.5357
+- Rewards/margins: 0.0000
+- Logps/rejected: -395.4152
+- Logps/chosen: -396.9144
+- Logits/rejected: 12.8496
+- Logits/chosen: 13.9987
 
 ## Model description
 

all_results.json

@@ -1,5 +1,18 @@
 {
     "epoch": 0.9230769230769231,
+    "eval_logits/chosen": 13.998739242553711,
+    "eval_logits/rejected": 12.849632263183594,
+    "eval_logps/chosen": -396.9144287109375,
+    "eval_logps/rejected": -395.41522216796875,
+    "eval_loss": 0.6937551498413086,
+    "eval_rewards/accuracies": 0.5357142686843872,
+    "eval_rewards/chosen": -0.00012085953494533896,
+    "eval_rewards/margins": 9.88479132502107e-06,
+    "eval_rewards/rejected": -0.00013074450544081628,
+    "eval_runtime": 89.0222,
+    "eval_samples": 1000,
+    "eval_samples_per_second": 11.233,
+    "eval_steps_per_second": 0.708,
     "total_flos": 0.0,
     "train_loss": 0.6940749088923136,
     "train_runtime": 53.4359,

config.json

@@ -0,0 +1,35 @@
+{
+  "_name_or_path": "microsoft/Phi-3-mini-4k-instruct",
+  "architectures": [
+    "Phi3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "auto_map": {
+    "AutoConfig": "microsoft/Phi-3-mini-4k-instruct--configuration_phi3.Phi3Config",
+    "AutoModelForCausalLM": "microsoft/Phi-3-mini-4k-instruct--modeling_phi3.Phi3ForCausalLM"
+  },
+  "bos_token_id": 1,
+  "embd_pdrop": 0.0,
+  "eos_token_id": 32000,
+  "hidden_act": "silu",
+  "hidden_size": 3072,
+  "initializer_range": 0.02,
+  "intermediate_size": 8192,
+  "max_position_embeddings": 4096,
+  "model_type": "phi3",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "original_max_position_embeddings": 4096,
+  "pad_token_id": 32000,
+  "resid_pdrop": 0.0,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "sliding_window": 2047,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.42.3",
+  "use_cache": true,
+  "vocab_size": 32064
+}

eval_results.json

@@ -0,0 +1,16 @@
+{
+    "epoch": 0.9230769230769231,
+    "eval_logits/chosen": 13.998739242553711,
+    "eval_logits/rejected": 12.849632263183594,
+    "eval_logps/chosen": -396.9144287109375,
+    "eval_logps/rejected": -395.41522216796875,
+    "eval_loss": 0.6937551498413086,
+    "eval_rewards/accuracies": 0.5357142686843872,
+    "eval_rewards/chosen": -0.00012085953494533896,
+    "eval_rewards/margins": 9.88479132502107e-06,
+    "eval_rewards/rejected": -0.00013074450544081628,
+    "eval_runtime": 89.0222,
+    "eval_samples": 1000,
+    "eval_samples_per_second": 11.233,
+    "eval_steps_per_second": 0.708
+}