Healthcare_AI / config.json
roku02's picture
Create config.json
c1af232 verified
{
"alibi": false,
"apply_residual_connection_post_layernorm": false,
"architectures": [
"FalconForCausalLM"
],
"attention_dropout": 0.0,
"auto_map": {
"AutoConfig": "configuration_falcon.FalconConfig",
"AutoModel": "modeling_falcon.FalconModel",
"AutoModelForSequenceClassification": "modeling_falcon.FalconForSequenceClassification",
"AutoModelForTokenClassification": "modeling_falcon.FalconForTokenClassification",
"AutoModelForQuestionAnswering": "modeling_falcon.FalconForQuestionAnswering",
"AutoModelForCausalLM": "modeling_falcon.FalconForCausalLM"
},
"bias": false,
"bos_token_id": 11,
"eos_token_id": 11,
"hidden_dropout": 0.0,
"hidden_size": 4544,
"initializer_range": 0.02,
"layer_norm_epsilon": 1e-05,
"model_type": "falcon",
"multi_query": true,
"new_decoder_architecture": false,
"num_attention_heads": 71,
"num_hidden_layers": 32,
"parallel_attn": true,
"torch_dtype": "float16",
"transformers_version": "4.27.4",
"use_cache": false,
"vocab_size": 65024,
"fine_tuned": true,
"fine_tuning_details": {
"gradient_accumulation_steps": 2,
"num_train_epochs": 0.5,
"max_steps": 100,
"learning_rate": 2e-4,
"optimizer": "paged_adamw_8bit",
"lr_scheduler_type": "cosine",
"warmup_ratio": 0.05,
"gradient_checkpointing": true,
"fine_tuned_on": "custom dataset"
}
}