Model save

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: alignment-handbook/zephyr-7b-sft-full
+tags:
+- trl
+- dpo
+- alignment-handbook
+- generated_from_trainer
+model-index:
+- name: zephyr-7b-align-scan-dpo0.1data-5e-07-0.01-1-cosine-8
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# zephyr-7b-align-scan-dpo0.1data-5e-07-0.01-1-cosine-8
+
+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.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-07
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 4
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 64
+- total_eval_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 1
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.0
+- Datasets 2.21.0
+- Tokenizers 0.19.1

all_results.json

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+    "eval_loss": 0.6700397729873657,
+    "eval_rewards/accuracies": 0.3154761791229248,
+    "eval_rewards/chosen": 0.0016639787936583161,
+    "eval_rewards/margins": 0.05223553627729416,
+    "eval_rewards/rejected": -0.05057155340909958,
+    "eval_runtime": 115.0044,
+    "eval_samples": 2000,
+    "eval_samples_per_second": 17.391,
+    "eval_steps_per_second": 0.548,
+    "total_flos": 0.0,
+    "train_loss": 0.0,
+    "train_runtime": 0.0373,
+    "train_samples": 6113,
+    "train_samples_per_second": 163831.415,
+    "train_steps_per_second": 2572.847
+}

config.json

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+{
+  "_name_or_path": "alignment-handbook/zephyr-7b-sft-full",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "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,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.44.2",
+  "use_cache": false,
+  "vocab_size": 32000
+}

eval_results.json

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+    "eval_logits/rejected": -2.4180893898010254,
+    "eval_logps/chosen": -74.32483673095703,
+    "eval_logps/rejected": -86.18550872802734,
+    "eval_loss": 0.6700397729873657,
+    "eval_rewards/accuracies": 0.3154761791229248,
+    "eval_rewards/chosen": 0.0016639787936583161,
+    "eval_rewards/margins": 0.05223553627729416,
+    "eval_rewards/rejected": -0.05057155340909958,
+    "eval_runtime": 115.0044,
+    "eval_samples": 2000,
+    "eval_samples_per_second": 17.391,
+    "eval_steps_per_second": 0.548
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.44.2"
+}

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