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fix: config for lora gptj
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48
configs/deepspeed/ds_config_gptj_lora.json
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48
configs/deepspeed/ds_config_gptj_lora.json
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{
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"train_batch_size": "auto",
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"gradient_accumulation_steps": "auto",
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"train_micro_batch_size_per_gpu": "auto",
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"fp16": {
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"enabled": "auto",
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"min_loss_scale": 1,
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"loss_scale_window": 1000,
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"hysteresis": 2,
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"initial_scale_power": 32
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},
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"bf16": {
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"enabled": "auto"
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},
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"gradient_clipping": 1,
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"zero_optimization": {
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"stage": 2,
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"offload_param": {
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"device": "cpu"
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},
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"offload_optimizer": {
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"device": "cpu"
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},
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"allgather_partitions": true,
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"allgather_bucket_size": 5e8,
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"contiguous_gradients": true
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},
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"optimizer": {
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"type": "AdamW",
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"params": {
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"lr": "auto",
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"betas": [
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0.9,
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0.999
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],
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"eps": 1e-08
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}
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},
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"scheduler": {
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"type": "WarmupLR",
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"params": {
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"warmup_min_lr": 0,
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"warmup_max_lr": "auto",
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"warmup_num_steps": "auto",
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"warmup_type": "linear"
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}
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}
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}
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