End of training

README.md

@@ -1,8 +1,11 @@
 ---
 base_model: alignment-handbook/zephyr-7b-sft-full
+datasets:
+- generation/UF
 library_name: peft
 license: apache-2.0
 tags:
+- alignment-handbook
 - trl
 - dpo
 - generated_from_trainer
@@ -16,20 +19,20 @@ should probably proofread and complete it, then remove this comment. -->
 
 # zephyr-dpo-qlora-uf-ours-5e-7
 
-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 None 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 generation/UF dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6584
-- Rewards/chosen: -0.1313
-- Rewards/rejected: -0.2662
-- Rewards/accuracies: 0.6380
-- Rewards/margins: 0.1349
-- Rewards/margins Max: 0.7122
-- Rewards/margins Min: -0.4482
-- Rewards/margins Std: 0.4013
-- Logps/rejected: -285.1998
-- Logps/chosen: -297.7245
-- Logits/rejected: -2.6391
-- Logits/chosen: -2.6714
+- Loss: 0.6585
+- Rewards/chosen: -0.1318
+- Rewards/rejected: -0.2668
+- Rewards/accuracies: 0.6360
+- Rewards/margins: 0.1350
+- Rewards/margins Max: 0.7123
+- Rewards/margins Min: -0.4480
+- Rewards/margins Std: 0.4011
+- Logps/rejected: -285.2624
+- Logps/chosen: -297.7779
+- Logits/rejected: -2.6359
+- Logits/chosen: -2.6686
 
 ## Model description
 

all_results.json

@@ -1,5 +1,21 @@
 {
     "epoch": 3.0,
+    "eval_logits/chosen": -2.668572187423706,
+    "eval_logits/rejected": -2.635917901992798,
+    "eval_logps/chosen": -297.7778625488281,
+    "eval_logps/rejected": -285.26239013671875,
+    "eval_loss": 0.65846848487854,
+    "eval_rewards/accuracies": 0.6359999775886536,
+    "eval_rewards/chosen": -0.13184425234794617,
+    "eval_rewards/margins": 0.13499023020267487,
+    "eval_rewards/margins_max": 0.7123479843139648,
+    "eval_rewards/margins_min": -0.4480258822441101,
+    "eval_rewards/margins_std": 0.4010625183582306,
+    "eval_rewards/rejected": -0.26683446764945984,
+    "eval_runtime": 427.8892,
+    "eval_samples": 2000,
+    "eval_samples_per_second": 4.674,
+    "eval_steps_per_second": 0.292,
     "train_loss": 0.5422740092299914,
     "train_runtime": 13580.5146,
     "train_samples": 5678,

config.json

@@ -0,0 +1,40 @@
+{
+  "_name_or_path": "alignment-handbook/zephyr-7b-sft-full",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "quantization_config": {
+    "_load_in_4bit": true,
+    "_load_in_8bit": false,
+    "bnb_4bit_compute_dtype": "bfloat16",
+    "bnb_4bit_quant_type": "nf4",
+    "bnb_4bit_use_double_quant": false,
+    "llm_int8_enable_fp32_cpu_offload": false,
+    "llm_int8_has_fp16_weight": false,
+    "llm_int8_skip_modules": null,
+    "llm_int8_threshold": 6.0,
+    "load_in_4bit": true,
+    "load_in_8bit": false,
+    "quant_method": "bitsandbytes"
+  },
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.39.0.dev0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

eval_results.json

@@ -0,0 +1,19 @@
+{
+    "epoch": 3.0,
+    "eval_logits/chosen": -2.668572187423706,
+    "eval_logits/rejected": -2.635917901992798,
+    "eval_logps/chosen": -297.7778625488281,
+    "eval_logps/rejected": -285.26239013671875,
+    "eval_loss": 0.65846848487854,
+    "eval_rewards/accuracies": 0.6359999775886536,
+    "eval_rewards/chosen": -0.13184425234794617,
+    "eval_rewards/margins": 0.13499023020267487,
+    "eval_rewards/margins_max": 0.7123479843139648,
+    "eval_rewards/margins_min": -0.4480258822441101,
+    "eval_rewards/margins_std": 0.4010625183582306,
+    "eval_rewards/rejected": -0.26683446764945984,
+    "eval_runtime": 427.8892,
+    "eval_samples": 2000,
+    "eval_samples_per_second": 4.674,
+    "eval_steps_per_second": 0.292
+}

runs/Jul15_16-57-37_notebook-deployment-48-7d9b6c99-p5kv4/events.out.tfevents.1721076759.notebook-deployment-48-7d9b6c99-p5kv4.53301.1

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+oid sha256:b8080e48848aca43d58041626133f8571fe1237466a2f8bff2433562b1f8d0ae
+size 1017