RikkiXu/zephyr-7b-dpo-full
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Model: RikkiXu/zephyr-7b-dpo-full
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---
tags:
- trl
- dpo
- generated_from_trainer
model-index:
- name: zephyr-7b-dpo-full
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-dpo-full
This model was trained from scratch on the None 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: 1e-09
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- 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 4.41.1
- Pytorch 2.1.2+cu118
- Datasets 2.16.1
- Tokenizers 0.19.1

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"train_runtime": 8815.3772,
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"train_samples_per_second": 7.496,
"train_steps_per_second": 0.059
}

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{
"_name_or_path": "alignment-handbook/zephyr-7b-sft-full",
"architectures": [
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"tie_word_embeddings": false,
"torch_dtype": "bfloat16",
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"use_cache": false,
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}

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zephyr-7b-beta:
prompt_template: "/mnt/bn/xuruijie-llm/eval/dpo/prompt.txt"
fn_completions: "huggingface_local_completions"
completions_kwargs:
model_name: "/mnt/bn/xuruijie-llm/checkpoints/dpo/zephyr-7b-dpo-full-different-0.05-0.04-dpop/"
model_kwargs:
torch_dtype: 'bfloat16'
max_new_tokens: 2048
temperature: 0.7
top_p: 1.0
do_sample: True
pretty_name: "Zephyr 7B Beta"
link: "https://huggingface.co/HuggingFaceH4/zephyr-7b-beta"

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"eval_rewards/margins": 0.24129416048526764,
"eval_rewards/rejected": -2.259748935699463,
"eval_runtime": 97.5883,
"eval_samples": 2000,
"eval_samples_per_second": 20.494,
"eval_steps_per_second": 0.328
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"transformers_version": "4.41.1"
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