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--- |
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license: apache-2.0 |
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--- |
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Preliminary info during eval. Model card will be updated. |
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wandb: wandb: https://wandb.ai/open-assistant/supervised-finetuning/runs/3lr77x4h |
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export: 560 steps |
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Model: |
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``` |
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falcon-40b: |
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dtype: bf16 |
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log_dir: "falcon_log_40b" |
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learning_rate: 5e-6 |
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model_name: "tiiuae/falcon-40b" |
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deepspeed_config: configs/zero3_config_falcon.json |
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output_dir: falcon |
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weight_decay: 0.0 |
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max_length: 2048 |
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warmup_steps: 20 |
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gradient_checkpointing: true |
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gradient_accumulation_steps: 1 |
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per_device_train_batch_size: 18 |
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per_device_eval_batch_size: 10 |
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eval_steps: 80 |
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save_steps: 80 |
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num_train_epochs: 8 |
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save_total_limit: 4 |
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use_flash_attention: false |
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residual_dropout: 0.3 |
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residual_dropout_lima: true |
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sort_by_length: false |
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save_strategy: steps |
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``` |
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Dataset: |
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``` |
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oasst_only: |
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save_strategy: epoch |
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datasets: |
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- oasst_export: |
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lang: "bg,ca,cs,da,de,en,es,fr,hr,hu,it,nl,pl,pt,ro,ru,sl,sr,sv,uk" |
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input_file_path: 2023-04-04_oasst_ready.jsonl.gz |
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val_split: 0.05 |
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sort_by_length: false |
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use_custom_sampler: false |
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``` |