checkpoint model on first step callback (#2906)
* checkpoint model on first step callback * remove debug * add test cases; update existing tests not to save on first step * move test out of solo * delete * default to False * typo
This commit is contained in:
@@ -26,3 +26,5 @@ timeout: 86400
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# Preprocess specific configurations
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memory_preprocess: 32
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timeout_preprocess: 14400
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -35,7 +35,6 @@ wandb_watch:
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wandb_name:
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wandb_log_model:
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gradient_accumulation_steps: 4
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micro_batch_size: 1
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num_epochs: 4
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@@ -56,3 +55,5 @@ evals_per_epoch:
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -56,3 +56,5 @@ evals_per_epoch: 1
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -56,3 +56,5 @@ evals_per_epoch: 1
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -55,3 +55,5 @@ fsdp_config:
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fsdp_transformer_layer_cls_to_wrap: DeepseekV2DecoderLayer
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fsdp_state_dict_type: FULL_STATE_DICT
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fsdp_sharding_strategy: FULL_SHARD
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -79,3 +79,5 @@ fsdp_config:
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fsdp_transformer_layer_cls_to_wrap: DeepseekV2DecoderLayer
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fsdp_state_dict_type: FULL_STATE_DICT
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fsdp_sharding_strategy: FULL_SHARD
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -62,3 +62,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -69,3 +69,5 @@ evals_per_epoch:
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -46,7 +46,6 @@ wandb_watch:
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wandb_name:
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wandb_log_model:
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gradient_accumulation_steps: 4
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micro_batch_size: 1
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num_epochs: 4
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@@ -69,3 +68,5 @@ evals_per_epoch:
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -69,3 +69,5 @@ evals_per_epoch:
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -69,3 +69,5 @@ evals_per_epoch: 1
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -69,3 +69,5 @@ evals_per_epoch:
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -69,3 +69,5 @@ evals_per_epoch: 1
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -60,3 +60,5 @@ evals_per_epoch:
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -50,3 +50,5 @@ evals_per_epoch:
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -66,3 +66,5 @@ evals_per_epoch:
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -60,3 +60,5 @@ warmup_ratio: 0.1
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evals_per_epoch: 1
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saves_per_epoch: 1
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weight_decay: 0.0
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -62,3 +62,5 @@ warmup_ratio: 0.1
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evals_per_epoch: 1
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saves_per_epoch: 1
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weight_decay: 0.0
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -60,3 +60,5 @@ evals_per_epoch: 1
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -54,3 +54,5 @@ evals_per_epoch:
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -55,3 +55,5 @@ saves_per_epoch: 1
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deepspeed: deepspeed_configs/zero2.json
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -64,3 +64,5 @@ fsdp_config:
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fsdp_transformer_layer_cls_to_wrap: JambaAttentionDecoderLayer,JambaMambaDecoderLayer
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fsdp_state_dict_type: FULL_STATE_DICT
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fsdp_sharding_strategy: FULL_SHARD
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -46,3 +46,5 @@ evals_per_epoch: 2
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saves_per_epoch: 1
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weight_decay: 0.0
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -55,3 +55,5 @@ saves_per_epoch: 1
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deepspeed: #deepspeed_configs/zero2.json # multi-gpu only
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weight_decay: 0.1
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -64,3 +64,5 @@ special_tokens:
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bos_token: "<s>"
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eos_token: "</s>"
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unk_token: "<unk>"
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -60,3 +60,5 @@ special_tokens:
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bos_token: "<s>"
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eos_token: "</s>"
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unk_token: "<unk>"
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -52,3 +52,5 @@ evals_per_epoch: 4
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -52,3 +52,5 @@ evals_per_epoch: 4
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -67,3 +67,5 @@ fsdp_config:
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fsdp_transformer_layer_cls_to_wrap: LlamaDecoderLayer
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fsdp_state_dict_type: FULL_STATE_DICT
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -53,3 +53,5 @@ evals_per_epoch: 4
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -58,3 +58,5 @@ special_tokens:
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bos_token: "<s>"
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eos_token: "</s>"
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unk_token: "<unk>"
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -57,3 +57,5 @@ warmup_ratio: 0.1
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evals_per_epoch: 1
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saves_per_epoch: 1
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weight_decay: 0.0
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -77,3 +77,5 @@ fsdp_config:
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special_tokens:
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pad_token: <|end_of_text|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -72,3 +72,5 @@ fsdp_config:
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special_tokens:
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pad_token: <|finetune_right_pad_id|>
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eos_token: <|eot_id|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -42,3 +42,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: <|end_of_text|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -71,3 +71,5 @@ warmup_steps: 10
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evals_per_epoch: 4
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saves_per_epoch: 1
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weight_decay: 0.0
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -64,3 +64,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: <|end_of_text|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -83,3 +83,5 @@ warmup_steps: 10
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evals_per_epoch: 4
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saves_per_epoch: 1
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weight_decay: 0.0
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -61,3 +61,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: <|end_of_text|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -65,3 +65,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: "<|end_of_text|>"
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -64,3 +64,5 @@ special_tokens:
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use_ray: true
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ray_num_workers: 4
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -63,3 +63,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: <|end_of_text|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -60,3 +60,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: "<|end_of_text|>"
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -57,3 +57,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: <|end_of_text|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -61,3 +61,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: "<|end_of_text|>"
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -62,3 +62,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: "<|end_of_text|>"
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -60,3 +60,5 @@ fsdp_config:
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fsdp_sharding_strategy: FULL_SHARD
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special_tokens:
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pad_token: <|finetune_right_pad_id|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -69,3 +69,5 @@ fsdp_config:
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fsdp_sharding_strategy: FULL_SHARD
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special_tokens:
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pad_token: <|end_of_text|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -54,3 +54,5 @@ saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: "<|end_of_text|>"
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -75,3 +75,5 @@ llmcompressor:
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]
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start: 0
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save_compressed: true
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -86,3 +86,5 @@ fsdp_config:
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special_tokens:
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pad_token: <|finetune_right_pad_id|>
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eos_token: <|eot|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -90,3 +90,5 @@ fsdp_config:
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special_tokens:
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pad_token: <|finetune_right_pad_id|>
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eos_token: <|eot|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -83,3 +83,5 @@ weight_decay: 0.0
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special_tokens:
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pad_token: <|finetune_right_pad_id|>
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eos_token: <|eot|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -86,3 +86,5 @@ fsdp_config:
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special_tokens:
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pad_token: <|finetune_right_pad_id|>
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eos_token: <|eot|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -84,3 +84,5 @@ fsdp_config:
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special_tokens:
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pad_token: <|finetune_right_pad_id|>
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eos_token: <|eot|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -82,3 +82,5 @@ weight_decay: 0.0
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special_tokens:
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pad_token: <|finetune_right_pad_id|>
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eos_token: <|eot|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -87,3 +87,5 @@ fsdp_config:
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special_tokens:
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pad_token: <|finetune_right_pad_id|>
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eos_token: <|eot|>
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -53,3 +53,5 @@ warmup_ratio: 0.1
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evals_per_epoch: 1
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saves_per_epoch: 1
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weight_decay: 0.0
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -70,3 +70,5 @@ fsdp_config:
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fsdp_state_dict_type: FULL_STATE_DICT
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fsdp_transformer_layer_cls_to_wrap: MistralDecoderLayer
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fsdp_activation_checkpointing: true
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -61,3 +61,5 @@ flash_attention: true
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warmup_ratio: 0.1
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evals_per_epoch: 1
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saves_per_epoch: 1
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -48,3 +48,5 @@ weight_decay: 0.0
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special_tokens:
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tokens:
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save_safetensors: False
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -53,3 +53,5 @@ special_tokens:
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eos_token: "<|im_end|>"
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tokens:
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- "<|im_start|>"
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -43,3 +43,5 @@ evals_per_epoch: 4
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -64,3 +64,5 @@ evals_per_epoch: 4
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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@@ -64,3 +64,5 @@ evals_per_epoch: 4
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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# save_first_step: true # uncomment this to validate checkpoint saving works with your config
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||||
|
||||
@@ -80,3 +80,5 @@ weight_decay: 0.0
|
||||
special_tokens:
|
||||
bos_token: "<|im_start|>"
|
||||
eos_token: "<|im_end|>"
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -74,3 +74,5 @@ fsdp_config:
|
||||
fsdp_state_dict_type: FULL_STATE_DICT
|
||||
fsdp_auto_wrap_policy: TRANSFORMER_BASED_WRAP
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -69,3 +69,5 @@ evals_per_epoch: 4
|
||||
saves_per_epoch: 1
|
||||
weight_decay: 0.0
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -56,3 +56,5 @@ evals_per_epoch: 1
|
||||
saves_per_epoch: 1
|
||||
weight_decay: 0.0
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -72,3 +72,5 @@ fsdp_config:
|
||||
fsdp_state_dict_type: FULL_STATE_DICT
|
||||
fsdp_auto_wrap_policy: TRANSFORMER_BASED_WRAP
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -77,3 +77,5 @@ fsdp_config:
|
||||
fsdp_forward_prefetch: false
|
||||
fsdp_backward_prefetch: BACKWARD_PRE
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -81,3 +81,5 @@ saves_per_epoch: 1
|
||||
deepspeed: deepspeed_configs/zero2.json
|
||||
weight_decay: 0.0
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -51,3 +51,5 @@ special_tokens:
|
||||
eos_token: "<|im_end|>"
|
||||
tokens:
|
||||
- "<|im_start|>"
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -64,3 +64,5 @@ evals_per_epoch: 4
|
||||
saves_per_epoch: 1
|
||||
weight_decay: 0.0
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -50,3 +50,5 @@ weight_decay: 0.05
|
||||
|
||||
special_tokens:
|
||||
pad_token: <custom_token_7>
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -63,3 +63,5 @@ warmup_steps: 10
|
||||
evals_per_epoch: 4
|
||||
saves_per_epoch: 4
|
||||
weight_decay: 0.0
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -57,3 +57,5 @@ weight_decay: 0.1
|
||||
resize_token_embeddings_to_32x: true
|
||||
special_tokens:
|
||||
pad_token: "<|endoftext|>"
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -60,3 +60,5 @@ weight_decay: 0.1
|
||||
resize_token_embeddings_to_32x: true
|
||||
special_tokens:
|
||||
pad_token: "<|endoftext|>"
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -57,3 +57,5 @@ weight_decay: 0.1
|
||||
resize_token_embeddings_to_32x: true
|
||||
special_tokens:
|
||||
pad_token: "<|endoftext|>"
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -71,3 +71,5 @@ fsdp_config:
|
||||
resize_token_embeddings_to_32x: true
|
||||
special_tokens:
|
||||
pad_token: "<|endoftext|>"
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -59,3 +59,5 @@ warmup_ratio: 0.2
|
||||
debug: true
|
||||
weight_decay: 0.1
|
||||
resize_token_embeddings_to_32x: true
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -55,3 +55,5 @@ saves_per_epoch: 1
|
||||
weight_decay: 0.0
|
||||
special_tokens:
|
||||
pad_token: <pad>
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -53,3 +53,5 @@ warmup_ratio: 0.1
|
||||
evals_per_epoch: 1
|
||||
saves_per_epoch: 1
|
||||
weight_decay: 0.0
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -54,3 +54,5 @@ warmup_steps: 10
|
||||
evals_per_epoch: 4
|
||||
saves_per_epoch: 1
|
||||
weight_decay: 0.0
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -55,3 +55,5 @@ eval_steps: 100
|
||||
saves_per_epoch: 1
|
||||
weight_decay: 0.0
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -67,3 +67,5 @@ fsdp_config:
|
||||
fsdp_state_dict_type: FULL_STATE_DICT
|
||||
fsdp_sharding_strategy: FULL_SHARD
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -26,7 +26,6 @@ wandb_watch:
|
||||
wandb_name:
|
||||
wandb_log_model:
|
||||
|
||||
|
||||
gradient_accumulation_steps: 4
|
||||
micro_batch_size: 2
|
||||
num_epochs: 4
|
||||
@@ -50,3 +49,5 @@ evals_per_epoch:
|
||||
saves_per_epoch: 1
|
||||
weight_decay: 0.0
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -53,3 +53,5 @@ warmup_ratio: 0.1
|
||||
evals_per_epoch: 1
|
||||
saves_per_epoch: 1
|
||||
weight_decay: 0.0
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -67,3 +67,5 @@ evals_per_epoch: 4
|
||||
saves_per_epoch: 1
|
||||
weight_decay: 0.0
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -76,3 +76,5 @@ fsdp_config:
|
||||
fsdp_activation_checkpointing: true
|
||||
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
@@ -66,3 +66,5 @@ fsdp_config:
|
||||
fsdp_state_dict_type: FULL_STATE_DICT
|
||||
fsdp_sharding_strategy: FULL_SHARD
|
||||
special_tokens:
|
||||
|
||||
# save_first_step: true # uncomment this to validate checkpoint saving works with your config
|
||||
|
||||
Reference in New Issue
Block a user