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fix dataset load error #1670

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Merged
younesbelkada merged 1 commit into from
May 27, 2024
Merged

fix dataset load error #1670

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8 changes: 6 additions & 2 deletions examples/research_projects/stack_llama/scripts/reward_modeling.py
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Expand Up @@ -99,10 +99,14 @@ class ScriptArguments:
script_args = parser.parse_args_into_dataclasses()[0]
set_seed(script_args.seed)
# Load the human stack-exchange-paired dataset for tuning the reward model.
train_dataset = load_dataset("lvwerra/stack-exchange-paired", data_dir="data/reward", split="train")
train_dataset = load_dataset(
"lvwerra/stack-exchange-paired", data_dir="data/reward", split="train", verification_mode="no_checks"
)
if script_args.train_subset > 0:
train_dataset = train_dataset.select(range(script_args.train_subset))
eval_dataset = load_dataset("lvwerra/stack-exchange-paired", data_dir="data/evaluation", split="train")
eval_dataset = load_dataset(
"lvwerra/stack-exchange-paired", data_dir="data/evaluation", split="train", verification_mode="no_checks"
)
if script_args.eval_subset > 0:
eval_dataset = eval_dataset.select(range(script_args.eval_subset))
# Define the training args. Needs to be done before the model is loaded if you are using deepspeed.
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4 changes: 3 additions & 1 deletion examples/research_projects/stack_llama/scripts/rl_training.py
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Expand Up @@ -90,7 +90,9 @@ class ScriptArguments:
adap_kl_ctrl=script_args.adap_kl_ctrl,
)

train_dataset = load_dataset("lvwerra/stack-exchange-paired", data_dir="data/rl", split="train")
train_dataset = load_dataset(
"lvwerra/stack-exchange-paired", data_dir="data/rl", split="train", verification_mode="no_checks"
)
train_dataset = train_dataset.select(range(100000))
original_columns = train_dataset.column_names

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1 change: 1 addition & 0 deletions examples/research_projects/stack_llama_2/scripts/dpo_llama2.py
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Expand Up @@ -110,6 +110,7 @@ def get_stack_exchange_paired(
split="train",
cache_dir=cache_dir,
data_dir=data_dir,
verification_mode="no_checks",
)
original_columns = dataset.column_names

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