Model save
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README.md
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---
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library_name: transformers
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license: llama3
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base_model: Dynosaur/llama3-8b-math-sft
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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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model-index:
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- name: llama3-8b-math-sft-mix-8-1
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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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# llama3-8b-math-sft-mix-8-1
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This model is a fine-tuned version of [Dynosaur/llama3-8b-math-sft](https://huggingface.co/Dynosaur/llama3-8b-math-sft) 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: 2e-05
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- train_batch_size: 2
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- eval_batch_size: 8
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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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- gradient_accumulation_steps: 8
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- total_train_batch_size: 64
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- total_eval_batch_size: 32
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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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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- Transformers 4.46.3
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- Pytorch 2.5.1+cu124
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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all_results.json
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{
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"epoch": 1.9994890883877088,
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"total_flos": 314559562137600.0,
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"train_loss": 0.37921321576147854,
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"train_runtime": 11931.8387,
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"train_samples": 109602,
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"train_samples_per_second": 18.371,
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"train_steps_per_second": 0.287
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}
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generation_config.json
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{
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"bos_token_id": 128000,
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"do_sample": true,
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"eos_token_id": 128001,
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"max_length": 4096,
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"temperature": 0.6,
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"top_p": 0.9,
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"transformers_version": "4.46.3"
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}
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runs/Nov25_09-18-59_nb-fe82f499-97ca-407e-866f-4c442a8383ec-5786c4f6b9-b5vn4/events.out.tfevents.1732526456.nb-fe82f499-97ca-407e-866f-4c442a8383ec-5786c4f6b9-b5vn4.108033.0
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size
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version https://git-lfs.github.com/spec/v1
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size 728080
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train_results.json
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{
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"epoch": 1.9994890883877088,
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"total_flos": 314559562137600.0,
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"train_loss": 0.37921321576147854,
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"train_runtime": 11931.8387,
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"train_samples": 109602,
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"train_samples_per_second": 18.371,
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"train_steps_per_second": 0.287
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}
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trainer_state.json
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