Model save

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: Qwen/Qwen2-Math-7B-Instruct
+tags:
+- trl
+- dpo
+- generated_from_trainer
+model-index:
+- name: qwen2-math-7b-step-dpo
+ 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. -->
+
+# qwen2-math-7b-step-dpo
+
+This model is a fine-tuned version of [Qwen/Qwen2-Math-7B-Instruct](https://huggingface.co/Qwen/Qwen2-Math-7B-Instruct) 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: 4
+- eval_batch_size: 4
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 4
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 64
+- total_eval_batch_size: 16
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 8.0
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.0+cu121
+- Datasets 2.21.0
+- Tokenizers 0.19.1

all_results.json

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+{
+ "epoch": 7.964444444444444,
+ "total_flos": 0.0,
+ "train_loss": 0.11349717956385402,
+ "train_runtime": 13006.5105,
+ "train_samples": 10795,
+ "train_samples_per_second": 6.64,
+ "train_steps_per_second": 0.103
+}

generation_config.json

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+{
+ "bos_token_id": 151643,
+ "do_sample": true,
+ "eos_token_id": [
+ 151645,
+ 151643
+ ],
+ "pad_token_id": 151643,
+ "temperature": 0.0,
+ "transformers_version": "4.44.2"
+}

train_results.json

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+{
+ "epoch": 7.964444444444444,
+ "total_flos": 0.0,
+ "train_loss": 0.11349717956385402,
+ "train_runtime": 13006.5105,
+ "train_samples": 10795,
+ "train_samples_per_second": 6.64,
+ "train_steps_per_second": 0.103
+}