essobi/comps

TRL Completion logs

This dataset contains the completions generated during training using trl.

The completions are stored in parquet files, and each file contains the completions for a single step of training (depending on the logging_steps argument).

Each file contains the following columns:

• step: the step of training
• prompt: the prompt used to generate the completion
• completion: the completion generated by the model
• <reward_function_name>: the reward(s) assigned to the completion by the reward function(s) used during training
• advantage: the computed advantage for the completion

Having this data stored as a simple parquet file makes it easy to load and analyze using the Datasets Viewer, Polars, Pandas, etc.

You can load the dataset using the datasets library:

import datasets

dataset = datasets.load_dataset("essobi/comps")

You can also load the dataset using Polars:

import polars as pl

# Login using e.g. `hf auth login` to access this dataset if it's private
df = pl.read_parquet(f"hf://datasets/essobi/comps/*.parquet")