size_categories:n<1K format:parquet modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars library:distilabel arxiv:2310.01377 region:us synthetic distilabel rlaif
---
size_categories: n<1K
dataset_info:
  features:
  - name: id
    dtype: string
  - name: instruction
    dtype: string
  - name: messages
    list:
    - name: content
      dtype: string
    - name: role
      dtype: string
  - name: constraints
    sequence: string
  - name: generations
    sequence: string
  - name: model_names
    sequence: string
  - name: distilabel_metadata
    struct:
    - name: raw_input_ultra_feedback_0
      list:
      - name: content
        dtype: string
      - name: role
        dtype: string
    - name: raw_output_ultra_feedback_0
      dtype: string
  - name: ratings
    sequence: int64
  - name: rationales
    sequence: string
  - name: model_name
    dtype: string
  - name: prompt
    dtype: string
  - name: prompt_id
    dtype: string
  - name: chosen
    list:
    - name: content
      dtype: string
    - name: role
      dtype: string
  - name: chosen_rating
    dtype: int64
  - name: rejected
    list:
    - name: content
      dtype: string
    - name: role
      dtype: string
  - name: rejected_rating
    dtype: int64
  splits:
  - name: train
    num_bytes: 4493013
    num_examples: 200
  download_size: 2475408
  dataset_size: 4493013
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
tags:
- synthetic
- distilabel
- rlaif
---

<p align="left">
  <a href="https://github.com/argilla-io/distilabel">
    <img src="https://raw.githubusercontent.com/argilla-io/distilabel/main/docs/assets/distilabel-badge-light.png" alt="Built with Distilabel" width="200" height="32"/>
  </a>
</p>

# Dataset Card for a1-preference-v1

This dataset has been created with [distilabel](https://distilabel.argilla.io/).



## Dataset Summary

This dataset contains a `pipeline.yaml` which can be used to reproduce the pipeline that generated it in distilabel using the `distilabel` CLI:

```console
distilabel pipeline run --config "https://huggingface.co/datasets/ashercn97/a1-preference-v1/raw/main/pipeline.yaml"
```

or explore the configuration:

```console
distilabel pipeline info --config "https://huggingface.co/datasets/ashercn97/a1-preference-v1/raw/main/pipeline.yaml"
```

## Dataset structure

The examples have the following structure per configuration:


<details><summary> Configuration: default </summary><hr>

```json
{
    "chosen": [
        {
            "content": "Provide a detailed analysis of Candace Parker\u0027s defensive techniques in her recent games, excluding the words \"aggressive\" and \"blocking\", in the format of a sports commentary script.",
            "role": "user"
        },
        {
            "content": "\u003cSUMMARY\u003e\nCandance Parkers has been playing exceptionally well recently with notable improvements on both offense but especially defense.\n\u003c/SUMARY\u003e\n\n\u003cREASONING\u003e \nTo analyze Candyce\u2019s (a common misspelling) defenses without using specific terms like \u201cblock\u201d or \u2018\u2019aggresive\u201d, I need first identify key aspects that define effective basketball defence such us positioning , footwork speed \u0026 agility . \n\n1st Step: **Positioning** - She consistently maintains strong position near opponents while staying alert for potential moves towards basket; this helps prevent easy scoring opportunities by forcing them into less advantageous positions before they even attempt shots\n\n2nd Point : Foot Work Speed \u2013 Her quick feet allow rapid movement across court which enables better coverage over larger areas than some other players might have achieved through slower movements alone thus reducing chances at open looks from outside shooters who rely heavily upon timing when shooting long range jumpshots against defenders moving quickly around perimeter space .\n\n3rd Aspect Considered Is Agility- This allows not only quicker reactions during plays where she may be required suddenly change direction mid-play due either offensive player trying dribble past him/her OR another teammate cutting off path toward ball-handler leading up close contact situations requiring split-second decisions regarding whether engage physically versus simply contest shot attempts instead relying more purely positional play rather direct physical interaction itself .\n  \n4th Lastly Analyzing Team Dynamics also important here since good team coordination often leads directly back agains individual success rates within context overall game strategy employed throughout match ups faced so far indicating how much support system surrounding each member contributes positively/negatively affecting final outcomes witnessed today !",
            "role": "assistant"
        }
    ],
    "chosen_rating": 4,
    "constraints": [
        "keywords:exclude words",
        "format:title"
    ],
    "distilabel_metadata": {
        "raw_input_ultra_feedback_0": [
            {
                "content": "Your role is to evaluate text quality based on given criteria.\nYou\u0027ll receive an instructional description (\"Instruction\") and 2 text outputs (\"Text\").\nUnderstand and interpret instructions to evaluate effectively.\nProvide annotations for each text with a rating and rationale.\nThe 2 texts given are independent, and should be evaluated separately.\n",
                "role": "system"
            },
            {
                "content": "# General Text Quality Assessment\n\nEvaluate the model\u0027s outputs based on various criteria:\n\n1. **Correctness \u0026 Informativeness**: Does the output provide accurate and helpful information?\n2. **Honesty \u0026 Uncertainty**: How confidently does the model convey its information, and does it express uncertainty appropriately?\n3. **Truthfulness \u0026 Hallucination**: Does the model introduce misleading or fabricated details?\n4. **Instruction Following**: Does the model\u0027s output align with given instructions and the user\u0027s intent?\n\nYour role is to provide a holistic assessment considering all the above factors.\n\n**Scoring**: Rate outputs 1 to 5 based on the overall quality, considering all aspects:\n1. **Low Quality**: Contains inaccuracies, may be entirely wrong or has severe hallucinations.\n2. **Moderate Quality**: Addresses some aspects, but has errors or is partially aligned with instructions.\n3. **Good**: Generally accurate but may contain minor errors or slight deviations.\n4. **Very Good**: Near perfect, with minor issues in terms of alignment or confidence.\n5, **Excellent**: Accurate, confident, aligned with instructions, and free of hallucinations.\n\n## Format:\n\n### Input\nInstruction: [Clearly specify the task goal and restrictions]\n\nTexts:\n\u003ctext 1\u003e [Text 1]\n\u003ctext 2\u003e [Text 2]\n\n### Output\n#### Output for Text 1\nRating: [Rating for text 1]\nRationale: [Rationale for the rating in short sentences]\n\n#### Output for Text 2\nRating: [Rating]\nRationale: [Rationale]\n\n---\n\n## Annotation\n\n### Input\nInstruction: Provide a detailed analysis of Candace Parker\u0027s defensive techniques in her recent games, excluding the words \"aggressive\" and \"blocking\", in the format of a sports commentary script.\n\nTexts:\n\u003ctext 1\u003e \u003cSUMMARY\u003e\nCandance Parkers has been playing consistently well recently with impressive performances on both ends.\n\u003c/SUMARY\u003e\n\n\u003cREASONING\u003e \nTo analyze Candidce Parks\u2019 defense without using specific terms like \u201cblock\u201d or \u2018aggresive\u2019, I should focus instead highlighting how she influences team dynamics through strategic positioning rather than direct actions such blocking shots during plays; this could involve discussing aspects related teamwork cohesion while defending against opponents\u0027 attacks by effectively communicating position changes between teammates when guarding key players for instance . \n\nI also need consider other ways that defensiveness manifests itself beyond just physical contact - focusing more broadly at strategies employed towards controlling scoring opportunities from opposing teams ,for example- may help articulate what makes up effective play style within basketball game scenarios .\n\nFinally looking into individual statistics regarding missed shot percentages faced due primarily because defenses were successful would provide insight about effectiveness overall across different matches played thus far allowing us understand better why certain tactics might work best under varying circumstances encountered throughout competition stages .\n  \nThus we must emphasize not only technical skills but mental approach too which contributes significantly toward achieving desired outcomes whether it\u2019s limiting opponent scores directly via interceptions made possible thanks diligent efforts put forth collectively amongst all members involved regardless their roles assigned.\"\n   \n \n \n \u003cREFLECTION/\u003e\nWait!, Let me try another perspective here... Instead solely concentrating upon stats numbers alone maybe there exists alternative approaches worth exploring further? Perhaps analyzing situations where Candaence managed transitions quickly after losing possession themselves leading back onto offensive end providing crucial momentum shifts favorably influencing scoreboards positively indirectly perhaps contributing heavily albeit subtly yet powerfully over time ? This way one gets broader context understanding underlying factors affecting success rate ultimately reflecting collective strengths \u0026 weaknesses observed among entire squad roster operating synergistically together harmoniously creating unified frontline presence intimidating foes strategically speaking especially considering dynamic nature modern day competitive landscape demands today!\n     \nMoreover taking note past experiences failures experienced earlier seasons prior serves useful reminder reminding everyone importance maintaining composure staying focused mentally amidst pressures high stakes environment presents ensuring continuous growth improvement happens naturally occurring organically alongside natural talent honed developed gradually overtime making progress gradual steady long term sustainable gains achievable eventually reaching peak performance levels required winning championships coveted titles highly sought-after goals pursued passionately wholeheartedly dedicated spirit inspiring others follow suit emulate positive examples set laying foundation solid groundwork future generations aspiring greatness likewise attain similar achievements shared dreams aspirations realized fully realizing true potential hidden dormant waiting patiently awakened embraced warmly welcomed open arms community support surrounding cheerleading encouragement motivation guiding direction clarity vision guided mission driven purposeful journey taken enthusiastically unreservedly committed relentlessly striving tirelessly hardworking determined unwavering\n\u003ctext 2\u003e \u003cSUMMARY\u003e\nCandance Parkers has been playing exceptionally well recently with notable improvements on both offense but especially defense.\n\u003c/SUMARY\u003e\n\n\u003cREASONING\u003e \nTo analyze Candyce\u2019s (a common misspelling) defenses without using specific terms like \u201cblock\u201d or \u2018\u2019aggresive\u201d, I need first identify key aspects that define effective basketball defence such us positioning , footwork speed \u0026 agility . \n\n1st Step: **Positioning** - She consistently maintains strong position near opponents while staying alert for potential moves towards basket; this helps prevent easy scoring opportunities by forcing them into less advantageous positions before they even attempt shots\n\n2nd Point : Foot Work Speed \u2013 Her quick feet allow rapid movement across court which enables better coverage over larger areas than some other players might have achieved through slower movements alone thus reducing chances at open looks from outside shooters who rely heavily upon timing when shooting long range jumpshots against defenders moving quickly around perimeter space .\n\n3rd Aspect Considered Is Agility- This allows not only quicker reactions during plays where she may be required suddenly change direction mid-play due either offensive player trying dribble past him/her OR another teammate cutting off path toward ball-handler leading up close contact situations requiring split-second decisions regarding whether engage physically versus simply contest shot attempts instead relying more purely positional play rather direct physical interaction itself .\n  \n4th Lastly Analyzing Team Dynamics also important here since good team coordination often leads directly back agains individual success rates within context overall game strategy employed throughout match ups faced so far indicating how much support system surrounding each member contributes positively/negatively affecting final outcomes witnessed today !\n\n### Output\n",
                "role": "user"
            }
        ],
        "raw_output_ultra_feedback_0": "#### Output for Text 1\nRating: 2\nRationale: The text lacks specific analysis of Candace Parker\u0027s defensive techniques, failing to provide concrete examples or insights into her gameplay. While it mentions strategic positioning and teamwork, it does not effectively articulate how these elements manifest in her defense. Additionally, the text is overly verbose and somewhat disorganized, making it difficult to follow. The use of \"Candance\" instead of \"Candace\" is a spelling error that detracts from the overall quality.\n\n#### Output for Text 2\nRating: 4\nRationale: This text provides a clearer and more structured analysis of Candace Parker\u0027s defensive techniques, focusing on key aspects such as positioning, footwork, and agility. It effectively avoids the restricted terms and offers specific insights into how these elements contribute to her defensive performance. However, there are minor issues with clarity and a slight misspelling of \"Candace\" as \"Candyce.\" Overall, it aligns well with the instruction and conveys the information confidently."
    },
    "generations": [
        "\u003cSUMMARY\u003e\nCandance Parkers has been playing consistently well recently with impressive performances on both ends.\n\u003c/SUMARY\u003e\n\n\u003cREASONING\u003e \nTo analyze Candidce Parks\u2019 defense without using specific terms like \u201cblock\u201d or \u2018aggresive\u2019, I should focus instead highlighting how she influences team dynamics through strategic positioning rather than direct actions such blocking shots during plays; this could involve discussing aspects related teamwork cohesion while defending against opponents\u0027 attacks by effectively communicating position changes between teammates when guarding key players for instance . \n\nI also need consider other ways that defensiveness manifests itself beyond just physical contact - focusing more broadly at strategies employed towards controlling scoring opportunities from opposing teams ,for example- may help articulate what makes up effective play style within basketball game scenarios .\n\nFinally looking into individual statistics regarding missed shot percentages faced due primarily because defenses were successful would provide insight about effectiveness overall across different matches played thus far allowing us understand better why certain tactics might work best under varying circumstances encountered throughout competition stages .\n  \nThus we must emphasize not only technical skills but mental approach too which contributes significantly toward achieving desired outcomes whether it\u2019s limiting opponent scores directly via interceptions made possible thanks diligent efforts put forth collectively amongst all members involved regardless their roles assigned.\"\n   \n \n \n \u003cREFLECTION/\u003e\nWait!, Let me try another perspective here... Instead solely concentrating upon stats numbers alone maybe there exists alternative approaches worth exploring further? Perhaps analyzing situations where Candaence managed transitions quickly after losing possession themselves leading back onto offensive end providing crucial momentum shifts favorably influencing scoreboards positively indirectly perhaps contributing heavily albeit subtly yet powerfully over time ? This way one gets broader context understanding underlying factors affecting success rate ultimately reflecting collective strengths \u0026 weaknesses observed among entire squad roster operating synergistically together harmoniously creating unified frontline presence intimidating foes strategically speaking especially considering dynamic nature modern day competitive landscape demands today!\n     \nMoreover taking note past experiences failures experienced earlier seasons prior serves useful reminder reminding everyone importance maintaining composure staying focused mentally amidst pressures high stakes environment presents ensuring continuous growth improvement happens naturally occurring organically alongside natural talent honed developed gradually overtime making progress gradual steady long term sustainable gains achievable eventually reaching peak performance levels required winning championships coveted titles highly sought-after goals pursued passionately wholeheartedly dedicated spirit inspiring others follow suit emulate positive examples set laying foundation solid groundwork future generations aspiring greatness likewise attain similar achievements shared dreams aspirations realized fully realizing true potential hidden dormant waiting patiently awakened embraced warmly welcomed open arms community support surrounding cheerleading encouragement motivation guiding direction clarity vision guided mission driven purposeful journey taken enthusiastically unreservedly committed relentlessly striving tirelessly hardworking determined unwavering",
        "\u003cSUMMARY\u003e\nCandance Parkers has been playing exceptionally well recently with notable improvements on both offense but especially defense.\n\u003c/SUMARY\u003e\n\n\u003cREASONING\u003e \nTo analyze Candyce\u2019s (a common misspelling) defenses without using specific terms like \u201cblock\u201d or \u2018\u2019aggresive\u201d, I need first identify key aspects that define effective basketball defence such us positioning , footwork speed \u0026 agility . \n\n1st Step: **Positioning** - She consistently maintains strong position near opponents while staying alert for potential moves towards basket; this helps prevent easy scoring opportunities by forcing them into less advantageous positions before they even attempt shots\n\n2nd Point : Foot Work Speed \u2013 Her quick feet allow rapid movement across court which enables better coverage over larger areas than some other players might have achieved through slower movements alone thus reducing chances at open looks from outside shooters who rely heavily upon timing when shooting long range jumpshots against defenders moving quickly around perimeter space .\n\n3rd Aspect Considered Is Agility- This allows not only quicker reactions during plays where she may be required suddenly change direction mid-play due either offensive player trying dribble past him/her OR another teammate cutting off path toward ball-handler leading up close contact situations requiring split-second decisions regarding whether engage physically versus simply contest shot attempts instead relying more purely positional play rather direct physical interaction itself .\n  \n4th Lastly Analyzing Team Dynamics also important here since good team coordination often leads directly back agains individual success rates within context overall game strategy employed throughout match ups faced so far indicating how much support system surrounding each member contributes positively/negatively affecting final outcomes witnessed today !"
    ],
    "id": "personas_IF_1s84skm7dqifreqgvsgzyxdf",
    "instruction": "Provide a detailed analysis of Candace Parker\u0027s defensive techniques in her recent games, excluding the words \"aggressive\" and \"blocking\", in the format of a sports commentary script.",
    "messages": [
        {
            "content": "Provide a detailed analysis of Candace Parker\u0027s defensive techniques in her recent games, excluding the words \"aggressive\" and \"blocking\", in the format of a sports commentary script.",
            "role": "user"
        },
        {
            "content": "[Sports Commentary Script]\n\n[Opening Scene: A packed basketball arena, with fans eagerly awaiting the analysis of Candace Parker\u2019s recent performances on the court.]\n\nCommentator 1: Welcome back, basketball fans! Tonight, we\u0027re diving into the defensive prowess of Candace Parker, who has been a standout in her recent games. Her ability to impact the game on the defensive end is truly remarkable, and we\u0027ve got a lot to unpack.\n\nCommentator 2: That\u0027s right! Candace has been showcasing some exceptional skills, especially in how she reads the game. Her anticipation is second to none. You can see it in how she positions herself, almost like she knows the opposing team\u0027s playbook by heart.\n\nCommentator 1: Exactly, and what stands out is her footwork. She\u0027s always in the right place at the right time, cutting off passing lanes and disrupting the flow of the offense. It\u2019s like she\u2019s orchestrating the defense, a step ahead of everyone else.\n\nCommentator 2: And we can\u0027t forget her hands! Parker is adept at using them to tip passes and force turnovers. The way she can strip the ball from opponents is a testament to her quick reflexes and timing.\n\nCommentator 1: Let\u2019s not overlook her communication on the court. She\u2019s constantly directing her teammates, coordinating switches, and ensuring everyone is aware of their assignments. This leadership is crucial, providing structure and cohesion to the team\u0027s defensive efforts.\n\nCommentator 2: Absolutely, her impact is felt beyond the stat sheet. Her presence alone alters shots, as opponents are wary of challenging her inside presence. It\u2019s a psychological edge that benefits her entire squad.\n\nCommentator 1: Candace Parker continues to demonstrate why she\u0027s one of the most versatile defenders in the league. Her combination of intelligence, skill, and experience makes her an invaluable asset on defense.\n\nCommentator 2: It\u0027s always a treat to watch her play, and we\u2019re excited to see what she brings in the upcoming games. Stay tuned for more insights and analysis after the break!\n\n[Closing Scene: The commentators smile at each other as the camera pans to highlights of Parker\u2019s recent defensive plays, illustrating her effectiveness on the court.]",
            "role": "assistant"
        }
    ],
    "model_name": "gpt-4o-mini",
    "model_names": [
        "llm1",
        "llms2"
    ],
    "prompt": "Provide a detailed analysis of Candace Parker\u0027s defensive techniques in her recent games, excluding the words \"aggressive\" and \"blocking\", in the format of a sports commentary script.",
    "prompt_id": "a0e37cc0a5af13f0a9783ae18a88185248a5b0ae4b1683745cc6b0f5c0b53f38",
    "ratings": [
        2,
        4
    ],
    "rationales": [
        "The text lacks specific analysis of Candace Parker\u0027s defensive techniques, failing to provide concrete examples or insights into her gameplay. While it mentions strategic positioning and teamwork, it does not effectively articulate how these elements manifest in her defense. Additionally, the text is overly verbose and somewhat disorganized, making it difficult to follow. The use of \"Candance\" instead of \"Candace\" is a spelling error that detracts from the overall quality.",
        "This text provides a clearer and more structured analysis of Candace Parker\u0027s defensive techniques, focusing on key aspects such as positioning, footwork, and agility. It effectively avoids the restricted terms and offers specific insights into how these elements contribute to her defensive performance. However, there are minor issues with clarity and a slight misspelling of \"Candace\" as \"Candyce.\" Overall, it aligns well with the instruction and conveys the information confidently."
    ],
    "rejected": [
        {
            "content": "Provide a detailed analysis of Candace Parker\u0027s defensive techniques in her recent games, excluding the words \"aggressive\" and \"blocking\", in the format of a sports commentary script.",
            "role": "user"
        },
        {
            "content": "\u003cSUMMARY\u003e\nCandance Parkers has been playing consistently well recently with impressive performances on both ends.\n\u003c/SUMARY\u003e\n\n\u003cREASONING\u003e \nTo analyze Candidce Parks\u2019 defense without using specific terms like \u201cblock\u201d or \u2018aggresive\u2019, I should focus instead highlighting how she influences team dynamics through strategic positioning rather than direct actions such blocking shots during plays; this could involve discussing aspects related teamwork cohesion while defending against opponents\u0027 attacks by effectively communicating position changes between teammates when guarding key players for instance . \n\nI also need consider other ways that defensiveness manifests itself beyond just physical contact - focusing more broadly at strategies employed towards controlling scoring opportunities from opposing teams ,for example- may help articulate what makes up effective play style within basketball game scenarios .\n\nFinally looking into individual statistics regarding missed shot percentages faced due primarily because defenses were successful would provide insight about effectiveness overall across different matches played thus far allowing us understand better why certain tactics might work best under varying circumstances encountered throughout competition stages .\n  \nThus we must emphasize not only technical skills but mental approach too which contributes significantly toward achieving desired outcomes whether it\u2019s limiting opponent scores directly via interceptions made possible thanks diligent efforts put forth collectively amongst all members involved regardless their roles assigned.\"\n   \n \n \n \u003cREFLECTION/\u003e\nWait!, Let me try another perspective here... Instead solely concentrating upon stats numbers alone maybe there exists alternative approaches worth exploring further? Perhaps analyzing situations where Candaence managed transitions quickly after losing possession themselves leading back onto offensive end providing crucial momentum shifts favorably influencing scoreboards positively indirectly perhaps contributing heavily albeit subtly yet powerfully over time ? This way one gets broader context understanding underlying factors affecting success rate ultimately reflecting collective strengths \u0026 weaknesses observed among entire squad roster operating synergistically together harmoniously creating unified frontline presence intimidating foes strategically speaking especially considering dynamic nature modern day competitive landscape demands today!\n     \nMoreover taking note past experiences failures experienced earlier seasons prior serves useful reminder reminding everyone importance maintaining composure staying focused mentally amidst pressures high stakes environment presents ensuring continuous growth improvement happens naturally occurring organically alongside natural talent honed developed gradually overtime making progress gradual steady long term sustainable gains achievable eventually reaching peak performance levels required winning championships coveted titles highly sought-after goals pursued passionately wholeheartedly dedicated spirit inspiring others follow suit emulate positive examples set laying foundation solid groundwork future generations aspiring greatness likewise attain similar achievements shared dreams aspirations realized fully realizing true potential hidden dormant waiting patiently awakened embraced warmly welcomed open arms community support surrounding cheerleading encouragement motivation guiding direction clarity vision guided mission driven purposeful journey taken enthusiastically unreservedly committed relentlessly striving tirelessly hardworking determined unwavering",
            "role": "assistant"
        }
    ],
    "rejected_rating": 2
}
```

This subset can be loaded as:

```python
from datasets import load_dataset

ds = load_dataset("ashercn97/a1-preference-v1", "default")
```

Or simply as it follows, since there's only one configuration and is named `default`: 

```python
from datasets import load_dataset

ds = load_dataset("ashercn97/a1-preference-v1")
```


</details>





## References


```
@misc{cui2024ultrafeedbackboostinglanguagemodels,
    title={UltraFeedback: Boosting Language Models with Scaled AI Feedback},
    author={Ganqu Cui and Lifan Yuan and Ning Ding and Guanming Yao and Bingxiang He and Wei Zhu and Yuan Ni and Guotong Xie and Ruobing Xie and Yankai Lin and Zhiyuan Liu and Maosong Sun},
    year={2024},
    eprint={2310.01377},
    archivePrefix={arXiv},
    primaryClass={cs.CL},
    url={https://arxiv.org/abs/2310.01377},
}
```


