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LexyJawa
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Code-Reasoning

Tasks:
Text Generation
Modalities:
Text
Formats:
parquet
Size:
100M - 1B
Tags:
k2-horizon
training-data
parquet
code
reasoning
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
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LexyJawa zhou94539 commited on
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Duplicate from IFM/Code-Reasoning

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Co-authored-by: Kevin Zhou <zhou94539@users.noreply.huggingface.co>

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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.avro filter=lfs diff=lfs merge=lfs -text
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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ckpt filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.lz4 filter=lfs diff=lfs merge=lfs -text
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+ *.mds filter=lfs diff=lfs merge=lfs -text
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+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.npy filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.ot filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pb filter=lfs diff=lfs merge=lfs -text
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+ *.pickle filter=lfs diff=lfs merge=lfs -text
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.tgz filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ *.pcm filter=lfs diff=lfs merge=lfs -text
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+ *.sam filter=lfs diff=lfs merge=lfs -text
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+ *.raw filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - compressed
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+ *.ogg filter=lfs diff=lfs merge=lfs -text
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+ *.wav filter=lfs diff=lfs merge=lfs -text
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+ # Image files - uncompressed
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+ *.bmp filter=lfs diff=lfs merge=lfs -text
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+ *.gif filter=lfs diff=lfs merge=lfs -text
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+ *.png filter=lfs diff=lfs merge=lfs -text
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+ *.tiff filter=lfs diff=lfs merge=lfs -text
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+ # Image files - compressed
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+ *.jpg filter=lfs diff=lfs merge=lfs -text
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+ *.jpeg filter=lfs diff=lfs merge=lfs -text
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+ *.webp filter=lfs diff=lfs merge=lfs -text
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+ # Video files - compressed
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+ *.mp4 filter=lfs diff=lfs merge=lfs -text
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+ *.webm filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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1
+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - text-generation
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+ tags:
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+ - k2-horizon
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+ - training-data
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+ - parquet
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+ - code
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+ - reasoning
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+ configs:
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+ - config_name: code-no-thinking
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+ data_files:
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+ - split: train
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+ path: code-no-thinking/*.parquet
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+ - config_name: code-no-thinking-hard
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+ data_files:
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+ - split: train
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+ path: code-no-thinking-hard/*.parquet
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+ - config_name: code-thinking-v1
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+ data_files:
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+ - split: train
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+ path: code-thinking-v1/*.parquet
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+ - config_name: code-thinking-hard
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+ data_files:
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+ - split: train
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+ path: code-thinking-hard/*.parquet
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+ - config_name: code-thinking-v0
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+ data_files:
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+ - split: train
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+ path: code-thinking-v0/*.parquet
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+ - config_name: codeio
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+ data_files:
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+ - split: train
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+ path: codeio/*.parquet
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+ - config_name: code-task-synthesis
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+ data_files:
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+ - split: train
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+ path: code-task-synthesis/*.parquet
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+ ---
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+
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+ # Code-Reasoning
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+
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+ ## Dataset Description
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+
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+ Code problem-solving data with reasoning, direct-answer, and task-synthesis subsets. This repository is part of the [K2 Horizon collection](https://huggingface.co/collections/IFM/k2-horizon).
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+
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+ The repository is organized into multiple subsets. Every subset has a `train` split backed by Parquet shards, which supports Dataset Viewer inspection and streaming access.
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+
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+ ## K2 Horizon Dataset Series
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+
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+ | Dataset repository | Focus | Subsets |
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+ | -------------------------------------------------------------------------------- | ---------------------------------------- | ------: |
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+ | [IFM/TxT360-v2](https://huggingface.co/datasets/IFM/TxT360-v2) | Web and question-answering text | 3 |
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+ | [IFM/Code-Reasoning](https://huggingface.co/datasets/IFM/Code-Reasoning) | Code reasoning and task synthesis | 7 |
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+ | [IFM/Math-Reasoning](https://huggingface.co/datasets/IFM/Math-Reasoning) | Mathematical reasoning and dialogue | 5 |
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+ | [IFM/SFT-Reasoning](https://huggingface.co/datasets/IFM/SFT-Reasoning) | Instruction following and SFT-style data | 2 |
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+ | [IFM/Pretrain-Behaviors](https://huggingface.co/datasets/IFM/Pretrain-Behaviors) | Behavior-focused pretraining data | 7 |
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+
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+ ## Dataset Subsets
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+
62
+ | Subset | Data files |
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+ | ----------------------- | --------------------------------- |
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+ | `code-no-thinking` | `code-no-thinking/*.parquet` |
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+ | `code-no-thinking-hard` | `code-no-thinking-hard/*.parquet` |
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+ | `code-thinking-v1` | `code-thinking-v1/*.parquet` |
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+ | `code-thinking-hard` | `code-thinking-hard/*.parquet` |
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+ | `code-thinking-v0` | `code-thinking-v0/*.parquet` |
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+ | `codeio` | `codeio/*.parquet` |
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+ | `code-task-synthesis` | `code-task-synthesis/*.parquet` |
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+
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+ ## Repository Structure
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+
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+ ```text
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+ README.md
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+ code-no-thinking/
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+ <source-file>-<stable-id>-00000.parquet
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+ <source-file>-<stable-id>-00001.parquet
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+ code-no-thinking-hard/
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+ <source-file>-<stable-id>-00000.parquet
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+ <source-file>-<stable-id>-00001.parquet
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+ code-thinking-v1/
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+ <source-file>-<stable-id>-00000.parquet
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+ <source-file>-<stable-id>-00001.parquet
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+ code-thinking-hard/
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+ <source-file>-<stable-id>-00000.parquet
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+ <source-file>-<stable-id>-00001.parquet
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+ code-thinking-v0/
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+ <source-file>-<stable-id>-00000.parquet
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+ <source-file>-<stable-id>-00001.parquet
91
+ codeio/
92
+ <source-file>-<stable-id>-00000.parquet
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+ <source-file>-<stable-id>-00001.parquet
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+ code-task-synthesis/
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+ <source-file>-<stable-id>-00000.parquet
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+ <source-file>-<stable-id>-00001.parquet
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+ ```
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+
99
+ The shard prefix is derived from the source JSONL filename and a stable identifier. Updating one source JSONL file replaces only that file's Parquet shards.
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+
101
+ ## Data Fields
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+
103
+ Records originate as JSON objects and are converted to Parquet for release. Field names and nested structures can differ by subset. Inspect `features` before building a processing pipeline:
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+
105
+ ```python
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+ from datasets import load_dataset
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+
108
+ dataset = load_dataset(
109
+ "IFM/Code-Reasoning",
110
+ "code-no-thinking",
111
+ split="train",
112
+ streaming=True,
113
+ )
114
+ print(dataset.features)
115
+ print(next(iter(dataset)))
116
+ ```
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+
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+ ## Data Provenance and Processing
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+
120
+ Individual subsets may have undergone source-specific filtering, cleaning, deduplication, quality scoring, or synthetic-data generation. Users should evaluate each subset for their target use case and inspect the available provenance metadata.
121
+
122
+ ## Intended Use
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+
124
+ This dataset is intended for language-model training and research. The subsets can be streamed independently, combined with user-defined sampling weights, or inspected through the Hugging Face Dataset Viewer.
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+
126
+ ## Limitations and Responsible Use
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+
128
+ Large-scale training data can contain factual errors, duplicated material, sensitive topics, stereotypes, unsafe content, and other artifacts. Dataset users are responsible for performing evaluations, risk assessment, and filtering appropriate to their application.
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+
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+ ## License and Terms of Use
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+
132
+ This dataset is licensed under the Apache License 2.0 available at https://www.apache.org/licenses/LICENSE-2.0.
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