Qin Liu
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Model save
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README.md
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---
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license: llama3
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library_name: peft
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tags:
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- trl
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- sft
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- generated_from_trainer
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base_model: meta-llama/Meta-Llama-3-8B
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datasets:
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- generator
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model-index:
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- name: llama3-meta_material-3epochs
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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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# llama3-meta_material-3epochs
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This model is a fine-tuned version of [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) on the generator 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: 0.0002
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- total_train_batch_size: 4
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- total_eval_batch_size: 4
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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: 3
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### Training results
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### Framework versions
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- PEFT 0.7.1
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- Transformers 4.39.0.dev0
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- Pytorch 2.1.2
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- Datasets 2.14.6
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- Tokenizers 0.15.2
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adapter_model.safetensors
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size 31516744
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size 31516744
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all_results.json
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{
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"epoch": 3.0,
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"train_loss": 1.656136889695097,
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"train_runtime": 24205.6115,
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"train_samples": 2240,
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"train_samples_per_second": 0.654,
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"train_steps_per_second": 0.163
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}
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runs/May23_20-40-23_COE-CS-sv003/events.out.tfevents.1716496842.COE-CS-sv003.1762402.0
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size 172126
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train_results.json
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{
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"epoch": 3.0,
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"train_loss": 1.656136889695097,
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"train_runtime": 24205.6115,
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"train_samples": 2240,
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"train_samples_per_second": 0.654,
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"train_steps_per_second": 0.163
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}
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trainer_state.json
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