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--- |
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library_name: transformers |
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license: apache-2.0 |
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base_model: alpindale/Mistral-7B-v0.2-hf |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: mannerstral-pretraining |
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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/axolotl-ai-cloud/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/axolotl-ai-cloud/axolotl) |
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<details><summary>See axolotl config</summary> |
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axolotl version: `0.4.1` |
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```yaml |
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base_model: alpindale/Mistral-7B-v0.2-hf |
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tokenizer_type: AutoTokenizer |
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is_mistral_derived_model: true |
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load_in_8bit: false |
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load_in_4bit: false |
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strict: false |
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datasets: |
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- path: json |
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data_files: hidden_pretraining_manners.jsonl |
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ds_type: json |
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type: completion |
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dataset_prepared_path: last_run_prepared |
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output_dir: ./army-pretraining |
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sequence_len: 4096 |
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sample_packing: false |
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pad_to_sequence_len: true |
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shuffle_merged_datasets: true |
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wandb_project: mistral-army |
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wandb_entity: |
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wandb_watch: |
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wandb_run_id: |
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wandb_log_model: |
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gradient_accumulation_steps: 6 |
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micro_batch_size: 2 |
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eval_batch_size: 1 |
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num_epochs: 11 |
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optimizer: paged_adamw_8bit |
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lr_scheduler: cosine |
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learning_rate: 0.000020 |
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weight_decay: 0 |
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# Gradient clipping max norm |
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max_grad_norm: 1.0 |
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noisy_embedding_alpha: 0 |
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train_on_inputs: false |
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group_by_length: false |
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bf16: true |
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fp16: false |
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tf32: false |
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gradient_checkpointing: unsloth |
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early_stopping_patience: |
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resume_from_checkpoint: |
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logging_steps: 1 |
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xformers_attention: |
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flash_attention: true |
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chat_template: chatml |
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warmup_ratio: 0.5 |
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auto_resume_from_checkpoints: false |
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#warmup_ratio: 0.5 |
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eval_steps: 10 |
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saves_per_epoch: 1 |
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eval_sample_packing: false |
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save_total_limit: 3 |
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debug: |
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deepspeed: deepspeed_configs/zero2.json |
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special_tokens: |
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pad_token: "<|end_of_text|>" |
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``` |
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</details><br> |
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pretrained base for Mannerstral 7b, only use if you are finetuning something on top of it. |
