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Duplicate from allenai/tulu-3-sft-olmo-2-mixture

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Co-authored-by: Nathan Lambert <natolambert@users.noreply.huggingface.co>

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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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+ # Image files - uncompressed
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+ ---
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+ annotations_creators:
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+ - crowdsourced
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+ - expert-generated
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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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+ - ind
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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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+ - msa
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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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+ - ukr
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+ - urd
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+ - vie
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+ - wol
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+ - xho
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+ - yor
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+ - zho
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+ - zul
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+ license: odc-by
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+ multilinguality:
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+ - multilingual
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+ size_categories:
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+ - 100K<n<1M
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+ source_datasets:
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+ - allenai/coconot
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+ - ai2-adapt-dev/flan_v2_converted
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+ - HuggingFaceH4/no_robots
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+ - OpenAssistant/oasst1
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+ - allenai/tulu-3-personas-math
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+ - allenai/tulu-3-sft-personas-math-grade
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+ - allenai/tulu-3-sft-personas-code
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+ - allenai/tulu-3-personas-algebra
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+ - allenai/tulu-3-sft-personas-instruction-following
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+ - AI-MO/NuminaMath-TIR
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+ - allenai/wildguardmix
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+ - allenai/wildjailbreak
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+ - allenai/tulu-3-hard-coded
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+ - CohereForAI/aya_dataset
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+ - allenai/WildChat-1M
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+ - LipengCS/Table-GPT
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+ - allenai/SciRIFF
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+ task_categories:
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+ - other
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+ dataset_info:
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+ features:
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+ - name: id
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+ dtype: string
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+ - name: messages
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+ list:
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+ - name: content
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+ dtype: string
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+ - name: role
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+ dtype: string
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+ - name: source
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+ dtype: string
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+ - name: dataset
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+ dtype: string
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+ splits:
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+ - name: train
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+ num_bytes: 2918112425
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+ num_examples: 939344
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+ download_size: 1411989498
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+ dataset_size: 2918112425
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/train-*
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+ ---
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+
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+
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+
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+ *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.*
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+
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+ The OLMo v2 SFT mixture was used to train the [OLMo models](https://huggingface.co/collections/allenai/olmo-v2-models-6744f0938a9e7c6340140de8).
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+ It contains 939,344 samples from the following sets:
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+
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+ - [CoCoNot](https://huggingface.co/datasets/allenai/coconot) (ODC-BY-1.0), 10,983 prompts (Brahman et al., 2024)
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+ - [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)
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+ - [No Robots](https://huggingface.co/datasets/HuggingFaceH4/no_robots) (CC-BY-NC-4.0), 9,500 prompts (Rajani et al. 2023)
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+ - [OpenAssistant Guanaco](https://huggingface.co/datasets/OpenAssistant/oasst1) (Apache 2.0), 7,132 prompts (Kopf et al., 2024)
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+ - [Tulu 3 Persona MATH](https://huggingface.co/datasets/allenai/tulu-3-personas-math) (ODC-BY-1.0), 149,960 prompts
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+ - [Tulu 3 Persona GSM](https://huggingface.co/datasets/allenai/tulu-3-sft-personas-math-grade) (ODC-BY-1.0), 49,980 prompts
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+ - [Tulu 3 Persona Python](https://huggingface.co/datasets/allenai/tulu-3-sft-personas-code) (ODC-BY-1.0), 34,999 prompts
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+ - [Tulu 3 Persona Algebra](https://huggingface.co/datasets/allenai/tulu-3-personas-algebra) (ODC-BY-1.0), 20,000 prompts
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+ - [Tulu 3 Persona IF](https://huggingface.co/datasets/allenai/tulu-3-sft-personas-instruction-following) (ODC-BY-1.0), 29,980 prompts
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+ - [NuminaMath-TIR](https://huggingface.co/datasets/AI-MO/NuminaMath-TIR) (Apache 2.0), 64,312 prompts (Beeching et al. 2024)
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+ - [Tulu 3 WildGuardMix](https://huggingface.co/datasets/allenai/wildguardmix) (Apache 2.0), 50,000 prompts (Han et al., 2024)
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+ - [Tulu 3 WildJailbreak](https://huggingface.co/datasets/allenai/wildjailbreak) (ODC-BY-1.0), 50,000 prompts (Wildteaming, 2024)
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+ - [OLMo 2 Hardcoded](https://huggingface.co/datasets/allenai/olmo-2-hard-coded) (CC-BY-4.0), 240 prompts
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+ - [Aya](https://huggingface.co/datasets/CohereForAI/aya_dataset) (Apache 2.0), 100,000 prompts (Singh et al., 2024)
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+ - [WildChat GPT-4](https://huggingface.co/datasets/allenai/WildChat-1M) (ODC-BY-1.0), 100,000 prompts (Zhao et al., 2024)
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+ - [TableGPT](https://huggingface.co/datasets/LipengCS/Table-GPT) (MIT), 5,000 prompts (Zha et al., 2023)
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+ - [SciRIFF](https://huggingface.co/datasets/allenai/SciRIFF) (ODC-BY-1.0), 10,000 prompts (Wadden et al., 2024)
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+ - [Evol CodeAlpaca](https://huggingface.co/datasets/theblackcat102/evol-codealpaca-v1) (Apache 2.0), 107,276 prompts (Luo et al., 2023)
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+
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+
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+
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+ ## Dataset Structure
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+ Each example in the dataset contains the standard instruction-tuning data points as follow:
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+
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+ - `id` (str): a unique identifier
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+ - `messages` (list): message format used for supervised fine-tuning (this contains user prompt and assistant responses)
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+ - `source` (str): the source dataset for the given sample
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+
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+ ### Model Family
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+
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+ | **Stage** | **OLMo-2-1124-7B** | **OLMo-2-1124-13B** |
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+ |----------------------|----------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------|
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+ | **Base Model** | [OLMo-2-1124-7B](https://huggingface.co/allenai/OLMo2-7B-1124) | [OLMo-2-1124-13B](https://huggingface.co/allenai/OLMo2-13B-1124) |
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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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+
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+
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+ ## License
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+
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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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+
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+ ## Citation
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+
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+ If OLMo or any of the related materials were helpful to your work, please cite:
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