Commit ·
acbaab3
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Parent(s):
Duplicate from allenai/tulu-3-sft-olmo-2-mixture
Browse filesCo-authored-by: Nathan Lambert <natolambert@users.noreply.huggingface.co>
- .gitattributes +59 -0
- README.md +179 -0
- data/train-00000-of-00006.parquet +3 -0
- data/train-00001-of-00006.parquet +3 -0
- data/train-00002-of-00006.parquet +3 -0
- data/train-00003-of-00006.parquet +3 -0
- data/train-00004-of-00006.parquet +3 -0
- data/train-00005-of-00006.parquet +3 -0
.gitattributes
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# Audio files - uncompressed
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README.md
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| 1 |
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---
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| 2 |
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annotations_creators:
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- crowdsourced
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| 4 |
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- expert-generated
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| 5 |
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- machine-generated
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language:
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- amh
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- arb
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- ary
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- ars
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- acq
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- arz
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- apc
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- ben
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- ceb
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- dan
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- deu
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- ell
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- eng
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- eus
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- fil
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- fin
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- fra
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- gle
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- guj
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- hat
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- hau
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- hin
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- hun
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- ibo
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| 31 |
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- ind
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| 32 |
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- ita
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- jav
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- jpn
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- kan
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- kir
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- kor
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+
- kur
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- lit
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- mal
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- mar
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- mlg
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| 43 |
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- msa
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| 44 |
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- mya
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- nep
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- nld
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- nso
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- nya
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- pan
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- pes
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- pol
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- por
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- pus
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- rus
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- sin
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- sna
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- snd
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- som
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- spa
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- sqi
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- srp
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- sun
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- swa
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- swe
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- tam
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- tel
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- tha
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- tur
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| 69 |
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- ukr
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| 70 |
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- urd
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| 71 |
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- vie
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| 72 |
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- wol
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| 73 |
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- xho
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- yor
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- zho
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- zul
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| 77 |
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license: odc-by
|
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multilinguality:
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- multilingual
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| 80 |
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size_categories:
|
| 81 |
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- 100K<n<1M
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| 82 |
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source_datasets:
|
| 83 |
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- allenai/coconot
|
| 84 |
+
- ai2-adapt-dev/flan_v2_converted
|
| 85 |
+
- HuggingFaceH4/no_robots
|
| 86 |
+
- OpenAssistant/oasst1
|
| 87 |
+
- allenai/tulu-3-personas-math
|
| 88 |
+
- allenai/tulu-3-sft-personas-math-grade
|
| 89 |
+
- allenai/tulu-3-sft-personas-code
|
| 90 |
+
- allenai/tulu-3-personas-algebra
|
| 91 |
+
- allenai/tulu-3-sft-personas-instruction-following
|
| 92 |
+
- AI-MO/NuminaMath-TIR
|
| 93 |
+
- allenai/wildguardmix
|
| 94 |
+
- allenai/wildjailbreak
|
| 95 |
+
- allenai/tulu-3-hard-coded
|
| 96 |
+
- CohereForAI/aya_dataset
|
| 97 |
+
- allenai/WildChat-1M
|
| 98 |
+
- LipengCS/Table-GPT
|
| 99 |
+
- allenai/SciRIFF
|
| 100 |
+
task_categories:
|
| 101 |
+
- other
|
| 102 |
+
dataset_info:
|
| 103 |
+
features:
|
| 104 |
+
- name: id
|
| 105 |
+
dtype: string
|
| 106 |
+
- name: messages
|
| 107 |
+
list:
|
| 108 |
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- name: content
|
| 109 |
+
dtype: string
|
| 110 |
+
- name: role
|
| 111 |
+
dtype: string
|
| 112 |
+
- name: source
|
| 113 |
+
dtype: string
|
| 114 |
+
- name: dataset
|
| 115 |
+
dtype: string
|
| 116 |
+
splits:
|
| 117 |
+
- name: train
|
| 118 |
+
num_bytes: 2918112425
|
| 119 |
+
num_examples: 939344
|
| 120 |
+
download_size: 1411989498
|
| 121 |
+
dataset_size: 2918112425
|
| 122 |
+
configs:
|
| 123 |
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- config_name: default
|
| 124 |
+
data_files:
|
| 125 |
+
- split: train
|
| 126 |
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path: data/train-*
|
| 127 |
+
---
|
| 128 |
+
|
| 129 |
+
|
| 130 |
+
|
| 131 |
+
*Note that this collection is licensed under ODC-BY-1.0 license; different licenses apply to subsets of the data. Some portions of the dataset are non-commercial. We present the mixture as a research artifact.*
|
| 132 |
+
|
| 133 |
+
The OLMo v2 SFT mixture was used to train the [OLMo models](https://huggingface.co/collections/allenai/olmo-v2-models-6744f0938a9e7c6340140de8).
|
| 134 |
+
It contains 939,344 samples from the following sets:
|
| 135 |
+
|
| 136 |
+
- [CoCoNot](https://huggingface.co/datasets/allenai/coconot) (ODC-BY-1.0), 10,983 prompts (Brahman et al., 2024)
|
| 137 |
+
- [FLAN v2](https://github.com/google-research/FLAN/tree/main) via [`ai2-adapt-dev/flan_v2_converted`](https://huggingface.co/datasets/ai2-adapt-dev/flan_v2_converted), 89,982 prompts (Longpre et al., 2023)
|
| 138 |
+
- [No Robots](https://huggingface.co/datasets/HuggingFaceH4/no_robots) (CC-BY-NC-4.0), 9,500 prompts (Rajani et al. 2023)
|
| 139 |
+
- [OpenAssistant Guanaco](https://huggingface.co/datasets/OpenAssistant/oasst1) (Apache 2.0), 7,132 prompts (Kopf et al., 2024)
|
| 140 |
+
- [Tulu 3 Persona MATH](https://huggingface.co/datasets/allenai/tulu-3-personas-math) (ODC-BY-1.0), 149,960 prompts
|
| 141 |
+
- [Tulu 3 Persona GSM](https://huggingface.co/datasets/allenai/tulu-3-sft-personas-math-grade) (ODC-BY-1.0), 49,980 prompts
|
| 142 |
+
- [Tulu 3 Persona Python](https://huggingface.co/datasets/allenai/tulu-3-sft-personas-code) (ODC-BY-1.0), 34,999 prompts
|
| 143 |
+
- [Tulu 3 Persona Algebra](https://huggingface.co/datasets/allenai/tulu-3-personas-algebra) (ODC-BY-1.0), 20,000 prompts
|
| 144 |
+
- [Tulu 3 Persona IF](https://huggingface.co/datasets/allenai/tulu-3-sft-personas-instruction-following) (ODC-BY-1.0), 29,980 prompts
|
| 145 |
+
- [NuminaMath-TIR](https://huggingface.co/datasets/AI-MO/NuminaMath-TIR) (Apache 2.0), 64,312 prompts (Beeching et al. 2024)
|
| 146 |
+
- [Tulu 3 WildGuardMix](https://huggingface.co/datasets/allenai/wildguardmix) (Apache 2.0), 50,000 prompts (Han et al., 2024)
|
| 147 |
+
- [Tulu 3 WildJailbreak](https://huggingface.co/datasets/allenai/wildjailbreak) (ODC-BY-1.0), 50,000 prompts (Wildteaming, 2024)
|
| 148 |
+
- [OLMo 2 Hardcoded](https://huggingface.co/datasets/allenai/olmo-2-hard-coded) (CC-BY-4.0), 240 prompts
|
| 149 |
+
- [Aya](https://huggingface.co/datasets/CohereForAI/aya_dataset) (Apache 2.0), 100,000 prompts (Singh et al., 2024)
|
| 150 |
+
- [WildChat GPT-4](https://huggingface.co/datasets/allenai/WildChat-1M) (ODC-BY-1.0), 100,000 prompts (Zhao et al., 2024)
|
| 151 |
+
- [TableGPT](https://huggingface.co/datasets/LipengCS/Table-GPT) (MIT), 5,000 prompts (Zha et al., 2023)
|
| 152 |
+
- [SciRIFF](https://huggingface.co/datasets/allenai/SciRIFF) (ODC-BY-1.0), 10,000 prompts (Wadden et al., 2024)
|
| 153 |
+
- [Evol CodeAlpaca](https://huggingface.co/datasets/theblackcat102/evol-codealpaca-v1) (Apache 2.0), 107,276 prompts (Luo et al., 2023)
|
| 154 |
+
|
| 155 |
+
|
| 156 |
+
|
| 157 |
+
## Dataset Structure
|
| 158 |
+
Each example in the dataset contains the standard instruction-tuning data points as follow:
|
| 159 |
+
|
| 160 |
+
- `id` (str): a unique identifier
|
| 161 |
+
- `messages` (list): message format used for supervised fine-tuning (this contains user prompt and assistant responses)
|
| 162 |
+
- `source` (str): the source dataset for the given sample
|
| 163 |
+
|
| 164 |
+
### Model Family
|
| 165 |
+
|
| 166 |
+
| **Stage** | **OLMo-2-1124-7B** | **OLMo-2-1124-13B** |
|
| 167 |
+
|----------------------|----------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------|
|
| 168 |
+
| **Base Model** | [OLMo-2-1124-7B](https://huggingface.co/allenai/OLMo2-7B-1124) | [OLMo-2-1124-13B](https://huggingface.co/allenai/OLMo2-13B-1124) |
|
| 169 |
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| **SFT** | [OLMo-2-1124-7B-SFT](https://huggingface.co/allenai/OLMo-2-1124-7B-SFT) | [allenai/OLMo-2-1124-13B-SFT](https://huggingface.co/allenai/OLMo-2-1124-13B-SFT) |
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| **DPO** | [OLMo-2-1124-7B-DPO](https://huggingface.co/allenai/OLMo-2-1124-7B-DPO) | [allenai/OLMo-2-1124-13B-DPO](https://huggingface.co/allenai/OLMo-2-1124-13B-DPO) |
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## License
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This dataset is licensed under ODC-BY-1.0. It is intended for research and educational use in accordance with Ai2's [Responsible Use Guidelines](https://allenai.org/responsible-use). This dataset includes output data generated from third party models that are subject to separate terms governing their use. For more information on license and terms, consult each subset linked above.
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## Citation
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If OLMo or any of the related materials were helpful to your work, please cite:
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