fix default flush threshold

README.md

@@ -53,6 +53,8 @@ still integrate LogIX into their existing training code similarly to any traditi
 
 ### 🤗 HuggingFace Integration
 
+A full example can be found [here](https://github.com/logix-project/logix/tree/main/examples/huggingface).
+
 ```python
 from transformers import Trainer, Seq2SeqTrainer
 from logix.huggingface import patch_trainer, LogIXArguments
@@ -82,6 +84,8 @@ trainer.self_influence()
 
 ### ⚡ PyTorch Lightning Integration
 
+A full example can be found [here](https://github.com/logix-project/logix/tree/main/examples/lightning).
+
 ```python
 from lightning import LightningModule, Trainer
 from logix.lightning import patch, LogIXArguments

logix/config.py

@@ -57,7 +57,7 @@ class LoggingConfig:
 
     log_dir: str = field(init=False)
     flush_threshold: int = field(
-        default=-1, metadata={"help": "Flush threshold for the log buffer."}
+        default=1000000000, metadata={"help": "Flush threshold for the log buffer."}
     )
     num_workers: int = field(
         default=1, metadata={"help": "Number of workers used for logging."}