push intermediate model checkpoints to hub

This commit is contained in:
Wing Lian
2023-06-27 15:40:25 -04:00
parent af05883f75
commit 612aabd8c4
2 changed files with 14 additions and 1 deletions

View File

@@ -6,7 +6,7 @@ from axolotl.prompt_tokenizers import (
AlpacaPromptTokenizingStrategy, AlpacaPromptTokenizingStrategy,
InstructionPromptTokenizingStrategy, InstructionPromptTokenizingStrategy,
) )
from axolotl.prompters import AlpacaPrompter, PromptStyle from axolotl.prompters import AlpacaPrompter, PromptStyle, UnpromptedPrompter
def load(tokenizer, cfg): def load(tokenizer, cfg):
@@ -103,3 +103,12 @@ def load_camel_ai(tokenizer, cfg):
cfg.train_on_inputs, cfg.train_on_inputs,
cfg.sequence_len, cfg.sequence_len,
) )
def load_no_prompt(tokenizer, cfg):
return AlpacaPromptTokenizingStrategy(
UnpromptedPrompter(PromptStyle.CHAT.value),
tokenizer,
cfg.train_on_inputs,
cfg.sequence_len,
)

View File

@@ -124,6 +124,10 @@ def setup_trainer(cfg, train_dataset, eval_dataset, model, tokenizer):
if cfg.max_grad_norm: if cfg.max_grad_norm:
training_arguments_kwargs["max_grad_norm"] = cfg.max_grad_norm training_arguments_kwargs["max_grad_norm"] = cfg.max_grad_norm
if cfg.push_to_hub_model_id:
training_arguments_kwargs["push_to_hub_model_id"] = cfg.push_to_hub_model_id
training_arguments_kwargs["push_to_hub"] = True
training_args = transformers.TrainingArguments( training_args = transformers.TrainingArguments(
per_device_train_batch_size=cfg.micro_batch_size, per_device_train_batch_size=cfg.micro_batch_size,
per_device_eval_batch_size=cfg.eval_batch_size per_device_eval_batch_size=cfg.eval_batch_size