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--- |
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base_model: ybelkada/falcon-7b-sharded-bf16 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: falcon-7b-sharded-bf16-finetuned-mentalhealth-companion |
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results: [] |
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license: mit |
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pipeline_tag: text-generation |
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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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# falcon-7b-sharded-bf16-finetuned-mentalhealth-companion |
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This model is a fine-tuned version of [ybelkada/falcon-7b-sharded-bf16](https://huggingface.co/ybelkada/falcon-7b-sharded-bf16) on the [heliosbrahma/mental_health_chatbot_dataset](https://huggingface.co/datasets/heliosbrahma/mental_health_chatbot_dataset) 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: 8 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- gradient_accumulation_steps: 8 |
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- total_train_batch_size: 64 |
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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: 0.03 |
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- training_steps: 20 |
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### Training results |
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### Framework versions |
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- Transformers 4.32.0 |
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- Pytorch 2.2.1+cu121 |
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- Datasets 2.13.1 |
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- Tokenizers 0.13.3 |
