datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
GSM-Symbolic
GSM-Symbolic
This project accompanies the research paper, GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.
Getting Started
In our first release, we provide data for GSM-Symbolic, GSM-Symbolic-P1, and GSM-Symbolic-P2 variants. For each variant, we have released both templates (available on Github), and a sample of generated data that can be used for evaluation.
To load the data, you can use the following code. Note that in… See the full description on the dataset page: https://huggingface.co/datasets/apple/GSM-Symbolic.declref-01-declref_01_symbols-2B
declref-01-declref_01_symbols-2B
Procedurally generated decl-ref-01 documents — the scoped declare/reference language of declref, with noisy references, sparse part-transition chains, interleaved openings, and periodic topic shifts tuned so that a model trained on it matches natural-language / code entropy dynamics (positional entropy profile, its fluctuation texture, and the entropy-quantile distribution), and holds that match as training doubles. Each document is a random… See the full description on the dataset page: https://huggingface.co/datasets/alexkstern/declref-01-declref_01_symbols-2B.stateful-gsm-symbolicGSM-Symbolic-TTT
GSM-Symbolic
Dataset Description
This dataset contains symbolic variations of grade-school math word problems.The dataset is constructed by merging multiple generated datasets where each instance corresponds to a symbolic template used to produce variations of a math reasoning problem.
Each instance contains a math word problem along with its corresponding solution and final numeric answer.
Dataset Structure
Data Instances
Each row in the dataset is… See the full description on the dataset page: https://huggingface.co/datasets/nafisehNik/GSM-Symbolic-TTT.nl2sql-1229-10knl2sql_new