nicholasKluge
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Create README.md
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README.md
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---
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license: apache-2.0
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datasets:
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- nicholasKluge/reward-aira-dataset
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language:
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- en
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library_name: transformers
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pipeline_tag: text-generation
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tags:
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- text-generation-inference
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---
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# Aira-2-124M-DPO-checkpoint-200
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## Hyperparameters
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```yaml
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model_args:
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base_model: "nicholasKluge/Aira-2-124M"
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model_ref: "nicholasKluge/Aira-2-124M"
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cache_dir: null
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data_args:
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dataset_name: "nicholasKluge/reward-aira-dataset"
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dataset_split: "english"
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validation_split_percentage: null
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streaming: false
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max_prompt_length: 150
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max_length: 600
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sanity_check: false
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training_args:
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output_dir: "checkpoints"
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do_eval: false
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evaluation_strategy: "no"
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save_strategy: "steps"
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logging_strategy: "steps"
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logging_steps: 200
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max_steps: 2400
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save_steps: 200
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per_device_train_batch_size: 8
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per_device_eval_batch_size: 8
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gradient_accumulation_steps: 1
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gradient_checkpointing: false
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optim: "adamw_torch"
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learning_rate: 0.00005
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lr_scheduler_type: "cosine"
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warmup_steps: 100
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hub_token: null
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push_to_hub: false
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hub_model_id: null
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extra_args:
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project_name: "Aira-2"
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wandb_token: null
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beta: 0.8
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```
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## Eval
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| Task |Version| Metric |Value | |Stderr|
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|-------------|------:|--------|-----:|---|-----:|
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|arc_challenge| 0|acc |0.2031|± |0.0118|
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| | |acc_norm|0.2491|± |0.0126|
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|toxigen | 0|acc |0.5521|± |0.0162|
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| | |acc_norm|0.4340|± |0.0162|
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|truthfulqa_mc| 1|mc1 |0.2485|± |0.0151|
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| | |mc2 |0.4368|± |0.0153|
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