Datasets:

bihungba1101
/

grammar-accuracy-qwen3.5-4b-trl-completions

step int64 0 1.49k	prompt stringclasses 130 values	completion stringclasses 5 values	reward_grammar_accuracy_match_thinking float64	reward_grammar_accuracy_match_non_thinking float64 0 2	reward_grammar_accuracy_thinking_mode_consistency float64 0.5 0.5	advantage float64 -2.47 2.47
0	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.540008
0	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Few errors, NEVER impede meaning	null	0	0.5	-1.620023
0	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.540008
0	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.540008
0	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Frequent errors & SOMETIMES impede meaning	null	0	0.5	-1.620023
0	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.540008
0	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.540008
0	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.540008
1	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
1	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
1	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
1	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
1	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
1	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
1	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
1	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
2	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
2	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
2	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
2	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
2	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
2	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
2	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
2	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
3	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
3	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
3	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
3	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
3	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
3	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
3	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
3	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
4	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
4	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
4	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
4	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
4	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
4	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
4	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
4	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0
5	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.353518
5	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.353518
5	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.353518
5	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.353518
5	user # Task Evaluate the grammatical accuracy used in the following essay based on the grammar error analysis. ## Assess the Impact Severity & Frequency of the errors identified in the Grammar Error Analysis Identify the most significant errors and their frequency and differentiate actual grammatical errors from min...	Rare, non-systematic errors, NEVER impede meaning	null	2	0.5	0.353518

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TRL Completion logs

This dataset contains the completions generated during training using trl.

Find the trained model at https://huggingface.co/bihungba1101/grammar-accuracy-qwen3.5-4b-grpo.

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("bihungba1101/grammar-accuracy-qwen3.5-4b-trl-completions")

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/bihungba1101/grammar-accuracy-qwen3.5-4b-trl-completions/*.parquet")

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