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Commit d74a64c4 authored by chenzk's avatar chenzk
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v1.0

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train_args/dpo/full/qwen1.5-7b-dpo-full.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-qwen1.5-7b-dpo-full",
"model_name_or_path": "Qwen/Qwen1.5-7B-Chat",
"train_file": "./data/dummy_dpo.jsonl",
"template_name": "qwen",
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"learning_rate": 5e-7,
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"disable_tqdm": false,
"optim": "paged_adamw_32bit",
"seed": 42,
"fp16": true,
"report_to": "tensorboard",
"dataloader_num_workers": 0,
"save_strategy": "steps",
"weight_decay": 0,
"max_grad_norm": 0.3,
"remove_unused_columns": false
}
\ No newline at end of file
train_args/dpo/lora/minicpm-2b-dpo-lora.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-minicpm-2b-dpo-lora",
"model_name_or_path": "openbmb/MiniCPM-2B-dpo-fp16",
"train_file": "./data/dummy_dpo.jsonl",
"template_name": "minicpm",
"train_mode": "lora",
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"beta": 0.1,
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"lora_alpha": 16,
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"remove_unused_columns": false
}
\ No newline at end of file
train_args/dpo/lora/qwen1.5-7b-dpo-lora.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-qwen1.5-7b-dpo-lora",
"model_name_or_path": "Qwen/Qwen1.5-7B-Chat",
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"remove_unused_columns": false
}
\ No newline at end of file
train_args/dpo/qlora/minicpm-2b-dpo-qlora.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-minicpm-2b-dpo-qlora",
"model_name_or_path": "openbmb/MiniCPM-2B-dpo-fp16",
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"remove_unused_columns": false
}
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train_args/dpo/qlora/qwen1.5-7b-dpo-qlora.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-qwen1.5-7b-dpo-qlora",
"model_name_or_path": "Qwen/Qwen1.5-7B-Chat",
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"remove_unused_columns": false
}
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train_args/ds_z3_config.json 0 → 100644
View file @ d74a64c4
{
"gradient_accumulation_steps": "auto",
"gradient_clipping": "auto",
"steps_per_print": 200,
"train_batch_size": "auto",
"train_micro_batch_size_per_gpu": "auto",
"wall_clock_breakdown": false,
"optimizer": {
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"params": {
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}
},
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},
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},
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"sub_group_size": 1e9,
"reduce_bucket_size": "auto",
"stage3_prefetch_bucket_size": "auto",
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"stage3_max_live_parameters": 1e9,
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"stage3_gather_16bit_weights_on_model_save": true
},
"scheduler": {
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"params": {
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"warmup_num_steps": "auto"
}
}
}
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train_args/pretrain/full/bloom-1b1-pretrain-full.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-bloom-1b1-pretrain-full",
"model_name_or_path": "bigscience/bloom-1b1",
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"dataloader_num_workers": 0,
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"max_grad_norm": 1.0,
"remove_unused_columns": false
}
\ No newline at end of file
train_args/pretrain/full/bloom-3b-pretrain-full.json 0 → 100644
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{
"output_dir": "output/firefly-bloom-3b-pretrain-full",
"model_name_or_path": "bigscience/bloom-3b",
"deepspeed": "./train_args/ds_z3_config.json",
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"dataloader_num_workers": 0,
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"weight_decay": 0,
"max_grad_norm": 1.0,
"remove_unused_columns": false
}
\ No newline at end of file
train_args/pretrain/full/qwen-7b-pretrain-full.json 0 → 100644
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{
"output_dir": "output/firefly-qwen-7b-pretrain-full",
"model_name_or_path": "Qwen/Qwen-7B",
"deepspeed": "./train_args/ds_z3_config.json",
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"max_seq_length": 2048,
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"warmup_ratio": 0.01,
"gradient_checkpointing": true,
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"optim": "adamw_hf",
"seed": 42,
"fp16": true,
"report_to": "tensorboard",
"dataloader_num_workers": 0,
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"weight_decay": 0,
"max_grad_norm": 1.0,
"remove_unused_columns": false
}
\ No newline at end of file
train_args/pretrain/qlora/bloom-3b-pretrain-qlora.json 0 → 100644
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{
"output_dir": "output/firefly-bloom-3b-pretrain-qlora",
"model_name_or_path": "bigscience/bloom-3b",
"train_file": "./data/pretrain",
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"max_grad_norm": 1.0,
"remove_unused_columns": false
}
\ No newline at end of file
train_args/pretrain/qlora/qwen-7b-pretrain-qlora.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-qwen-7b-pretrain-qlora",
"model_name_or_path": "Qwen/Qwen-7B",
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}
\ No newline at end of file
train_args/pretrain/qlora/yi-6b-pretrain-qlora.json 0 → 100644
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{
"output_dir": "output/firefly-yi-6b-pretrain-qlora",
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"remove_unused_columns": false
}
\ No newline at end of file
train_args/sft/full/bloom-1b1-sft-full.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-bloom-1b1-sft-full",
"model_name_or_path": "bigscience/bloom-1b1",
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"max_grad_norm": 1.0,
"remove_unused_columns": false
}
\ No newline at end of file
train_args/sft/full/bloom-3b-sft-full.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-bloom-3b-sft-full",
"model_name_or_path": "bigscience/bloom-3b",
"deepspeed": "./train_args/ds_z3_config.json",
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"remove_unused_columns": false
}
train_args/sft/full/minicpm-2b-sft-full.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-minicpm-2b-sft-full",
"model_name_or_path": "openbmb/MiniCPM-2B-dpo-fp16",
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"max_grad_norm": 1.0,
"remove_unused_columns": false
}
\ No newline at end of file
train_args/sft/full/qwen-7b-sft-full.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-qwen-7b-sft-full",
"model_name_or_path": "Qwen/Qwen-7B-Chat",
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}
train_args/sft/full/yi-6b-sft-full.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-yi-6b-sft-full",
"model_name_or_path": "01-ai/Yi-6B-Chat",
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}
train_args/sft/lora/bloom-7b1-sft-lora.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-bloom-7b1-sft-lora",
"model_name_or_path": "bigscience/bloom-7b1",
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"lora_rank": 64,
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"optim": "paged_adamw_32bit",
"seed": 42,
"fp16": true,
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"remove_unused_columns": false
}
\ No newline at end of file
train_args/sft/lora/qwen1.5-7b-sft-lora.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-qwen1.5-7b-sft-lora",
"model_name_or_path": "Qwen/Qwen1.5-7B-Chat",
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}
\ No newline at end of file
train_args/sft/qlora/baichuan-13b-sft-qlora.json 0 → 100644
View file @ d74a64c4
{
"output_dir": "output/firefly-baichuan-13b-sft-qlora",
"model_name_or_path": "baichuan-inc/Baichuan-13B-Chat",
"train_file": "./data/dummy_data.jsonl",
"template_name": "baichuan",
"num_train_epochs": 1,
"per_device_train_batch_size": 1,
"gradient_accumulation_steps": 16,
"learning_rate": 1e-4,
"max_seq_length": 1024,
"logging_steps": 100,
"save_steps": 100,
"save_total_limit": 1,
"lr_scheduler_type": "constant_with_warmup",
"warmup_steps": 100,
"lora_rank": 64,
"lora_alpha": 16,
"lora_dropout": 0.05,
"gradient_checkpointing": true,
"disable_tqdm": false,
"optim": "paged_adamw_32bit",
"seed": 42,
"fp16": true,
"report_to": "tensorboard",
"dataloader_num_workers": 5,
"save_strategy": "steps",
"weight_decay": 0,
"max_grad_norm": 0.3,
"remove_unused_columns": false
}
\ No newline at end of file
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