fix: retry transient parquet read failures in training#263
Open
Abhishek21g wants to merge 1 commit into
Open
Conversation
ParquetDataset read errors (e.g. transient HTTP/IO while reading hub-cached parquet) crash long training runs. Retry with exponential backoff; configurable via data.dataset_read_retries (default 3). Fixes PrimeIntellect-ai#100
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Fixes #100
Problem
README notes HF hub / parquet reads can fail with transient HTTP errors (e.g. 443) and crash training.
ParquetDatasethad no retry on read.Fix
_read_text_column()with exponential backoff (1s, 2s, … capped at 30s)data.dataset_read_retriesconfig knob (default3)Verification