Model save
Browse files- README.md +63 -0
- all_results.json +9 -0
- train_results.json +9 -0
- trainer_state.json +600 -0
README.md
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+
---
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base_model: deepseek-ai/deepseek-math-7b-base
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library_name: peft
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license: other
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tags:
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- trl
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- orpo
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- generated_from_trainer
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model-index:
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- name: deepseek-8b-orpo-lora
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/thuzfz1/huggingface/runs/zs68qfsi)
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# deepseek-8b-orpo-lora
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This model is a fine-tuned version of [deepseek-ai/deepseek-math-7b-base](https://huggingface.co/deepseek-ai/deepseek-math-7b-base) on an unknown dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 3e-06
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 43
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- distributed_type: multi-GPU
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- num_devices: 4
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 128
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- total_eval_batch_size: 64
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 2
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### Training results
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### Framework versions
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- PEFT 0.11.1
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- Transformers 4.42.3
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- Pytorch 2.1.2
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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all_results.json
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{
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"epoch": 1.9936102236421727,
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"total_flos": 0.0,
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"train_loss": 1.3676127867820935,
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"train_runtime": 5524.9246,
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"train_samples": 20000,
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"train_samples_per_second": 7.24,
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"train_steps_per_second": 0.056
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}
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train_results.json
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{
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"epoch": 1.9936102236421727,
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"total_flos": 0.0,
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"train_loss": 1.3676127867820935,
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"train_runtime": 5524.9246,
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"train_samples": 20000,
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"train_samples_per_second": 7.24,
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"train_steps_per_second": 0.056
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}
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trainer_state.json
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|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 1.9936102236421727,
|
| 5 |
+
"eval_steps": 10000,
|
| 6 |
+
"global_step": 312,
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| 7 |
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"is_hyper_param_search": false,
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| 8 |
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"is_local_process_zero": true,
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| 9 |
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