size_categories:1K<n<10K 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: 23332194
    num_examples: 1000
  download_size: 12798819
  dataset_size: 23332194
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-v1.02

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-v1.02/raw/main/pipeline.yaml"
```

or explore the configuration:

```console
distilabel pipeline info --config "https://huggingface.co/datasets/ashercn97/a1-preference-v1.02/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\nCandice Parkers has been consistently impressive on both offense but also solidifying herself further defensively during this season\u2019s matches.\n\u003c/SUMARY\u003e\n\n\u003cREASONING\u003e \nTo analyze Candidce Parks\u2019 defense without using specific terms like \u201cblock\u201d or aggressive,\u201d I must focus instead upon strategies she employs that contribute significantly towards preventing scoring opportunities for opposing teams while maintaining strong positional integrity throughout plays\u2014particularly highlighting how these tactics enhance overall team dynamics by reducing turnovers caused due lackadaisical play from other players when they\u2019re under pressure near key areas such basketball hoops; additionally focusing attention toward interception rates against guards who often attempt risky passes over long distances leading into open space where offensive threats may arise suddenly \u2013 thus making them more vulnerable than usual.\u003c/p\u003e\u003c/reasoning\u003e\n\n\nREFLECTION: Wait!. Let me look at it differently now... Instead just analyzing statistics alone might not provide enough context regarding actual gameplay situations faced regularly within competitive environments involving complex interactions between individual skills versus collective efforts among teammates across various scenarios encountered frequently including fast breaks vs slow drives etcetera which could lead us back full circle thinking about fundamental principles behind effective teamwork itself rather merely looking solely through lens provided only via numbers/statistics presented initially hence giving broader perspective necessary before concluding anything final hereabouts...\u003c/reflections\u003e\n\n\n\nCONCLUSION:\u003cbr/\u003eOverall assessment reveals consistent improvements made recently concerning strategic positioning coupled with enhanced awareness allowing better anticipation thereby limiting chances available opponents possess exploiting weak links found elsewhere along perimeter lineups otherwise susceptible vulnerabilities potentially exploited later down road should things go awry unexpectedly resulting ultimately positive outcomes favorably impacting success rate observed amongst entire squad especially considering growing competition experienced today compared previous years past suggesting gradual progress achieved steadily overtime indicating promising future ahead worth noting positively despite occasional setbacks still lingering around corners waiting patiently awaiting resolution accordingly moving forward confidently knowing strengths exist capable overcoming challenges posed anytime soon coming days months maybe even seasons beyond present moment reflective thought process conducted thoroughly examining multiple angles involved hopefully illuminating path clear way best possible solution reached sooner latterly ensuring desired goals attained swiftly effectively efficiently successfully fulfilling objectives set forth earlier prior commencement journey begun undertaking new adventures filled hope dreams aspirations shared collectively united together striving strive hard reach heights never imagined reaching previously achieving greatness far surpass expectations held originally envisioned possibilities realized finally fulfilled joyously celebrated triumphantly enjoyed wholeheartedly cherished forevermore treasured memories created lastingly remembered fondness enduring love felt deeply rooted firmly grounded truthfully honestly authentically genuinely truly profoundly meaningul significant impactful influential transformative inspirational empowering motivating encouraging uplifting inspiring confidence boosting morale raising spirits elevatin energy levels fostering camaraderie unity\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 clarity and coherence, making it difficult to follow. While it attempts to analyze Candace Parker\u0027s defensive techniques, it does not effectively convey specific strategies or insights. The use of overly complex language and long sentences detracts from the overall quality, and the analysis feels unfocused. Additionally, there are several spelling and grammatical errors, which further undermine the text\u0027s professionalism and informativeness.\n\n#### Output for Text 2\nRating: 4\nRationale: This text provides a clearer and more structured analysis of Candace Parker\u0027s defensive techniques. It effectively outlines key aspects such as positioning, footwork, and agility, which contribute to her defensive performance. The language is mostly clear, and the points are well-organized. However, there are minor issues with spelling (e.g., \"Candance\" instead of \"Candace\") and some repetition in phrasing that could be improved for better flow. Overall, it aligns well with the instruction and conveys useful information, but it could benefit from slight refinement."
    },
    "generations": [
        "\u003cSUMMARY\u003e\nCandice Parkers has been consistently impressive on both offense but also solidifying herself further defensively during this season\u2019s matches.\n\u003c/SUMARY\u003e\n\n\u003cREASONING\u003e \nTo analyze Candidce Parks\u2019 defense without using specific terms like \u201cblock\u201d or aggressive,\u201d I must focus instead upon strategies she employs that contribute significantly towards preventing scoring opportunities for opposing teams while maintaining strong positional integrity throughout plays\u2014particularly highlighting how these tactics enhance overall team dynamics by reducing turnovers caused due lackadaisical play from other players when they\u2019re under pressure near key areas such basketball hoops; additionally focusing attention toward interception rates against guards who often attempt risky passes over long distances leading into open space where offensive threats may arise suddenly \u2013 thus making them more vulnerable than usual.\u003c/p\u003e\u003c/reasoning\u003e\n\n\nREFLECTION: Wait!. Let me look at it differently now... Instead just analyzing statistics alone might not provide enough context regarding actual gameplay situations faced regularly within competitive environments involving complex interactions between individual skills versus collective efforts among teammates across various scenarios encountered frequently including fast breaks vs slow drives etcetera which could lead us back full circle thinking about fundamental principles behind effective teamwork itself rather merely looking solely through lens provided only via numbers/statistics presented initially hence giving broader perspective necessary before concluding anything final hereabouts...\u003c/reflections\u003e\n\n\n\nCONCLUSION:\u003cbr/\u003eOverall assessment reveals consistent improvements made recently concerning strategic positioning coupled with enhanced awareness allowing better anticipation thereby limiting chances available opponents possess exploiting weak links found elsewhere along perimeter lineups otherwise susceptible vulnerabilities potentially exploited later down road should things go awry unexpectedly resulting ultimately positive outcomes favorably impacting success rate observed amongst entire squad especially considering growing competition experienced today compared previous years past suggesting gradual progress achieved steadily overtime indicating promising future ahead worth noting positively despite occasional setbacks still lingering around corners waiting patiently awaiting resolution accordingly moving forward confidently knowing strengths exist capable overcoming challenges posed anytime soon coming days months maybe even seasons beyond present moment reflective thought process conducted thoroughly examining multiple angles involved hopefully illuminating path clear way best possible solution reached sooner latterly ensuring desired goals attained swiftly effectively efficiently successfully fulfilling objectives set forth earlier prior commencement journey begun undertaking new adventures filled hope dreams aspirations shared collectively united together striving strive hard reach heights never imagined reaching previously achieving greatness far surpass expectations held originally envisioned possibilities realized finally fulfilled joyously celebrated triumphantly enjoyed wholeheartedly cherished forevermore treasured memories created lastingly remembered fondness enduring love felt deeply rooted firmly grounded truthfully honestly authentically genuinely truly profoundly meaningul significant impactful influential transformative inspirational empowering motivating encouraging uplifting inspiring confidence boosting morale raising spirits elevatin energy levels fostering camaraderie unity",
        "\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 clarity and coherence, making it difficult to follow. While it attempts to analyze Candace Parker\u0027s defensive techniques, it does not effectively convey specific strategies or insights. The use of overly complex language and long sentences detracts from the overall quality, and the analysis feels unfocused. Additionally, there are several spelling and grammatical errors, which further undermine the text\u0027s professionalism and informativeness.",
        "This text provides a clearer and more structured analysis of Candace Parker\u0027s defensive techniques. It effectively outlines key aspects such as positioning, footwork, and agility, which contribute to her defensive performance. The language is mostly clear, and the points are well-organized. However, there are minor issues with spelling (e.g., \"Candance\" instead of \"Candace\") and some repetition in phrasing that could be improved for better flow. Overall, it aligns well with the instruction and conveys useful information, but it could benefit from slight refinement."
    ],
    "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\nCandice Parkers has been consistently impressive on both offense but also solidifying herself further defensively during this season\u2019s matches.\n\u003c/SUMARY\u003e\n\n\u003cREASONING\u003e \nTo analyze Candidce Parks\u2019 defense without using specific terms like \u201cblock\u201d or aggressive,\u201d I must focus instead upon strategies she employs that contribute significantly towards preventing scoring opportunities for opposing teams while maintaining strong positional integrity throughout plays\u2014particularly highlighting how these tactics enhance overall team dynamics by reducing turnovers caused due lackadaisical play from other players when they\u2019re under pressure near key areas such basketball hoops; additionally focusing attention toward interception rates against guards who often attempt risky passes over long distances leading into open space where offensive threats may arise suddenly \u2013 thus making them more vulnerable than usual.\u003c/p\u003e\u003c/reasoning\u003e\n\n\nREFLECTION: Wait!. Let me look at it differently now... Instead just analyzing statistics alone might not provide enough context regarding actual gameplay situations faced regularly within competitive environments involving complex interactions between individual skills versus collective efforts among teammates across various scenarios encountered frequently including fast breaks vs slow drives etcetera which could lead us back full circle thinking about fundamental principles behind effective teamwork itself rather merely looking solely through lens provided only via numbers/statistics presented initially hence giving broader perspective necessary before concluding anything final hereabouts...\u003c/reflections\u003e\n\n\n\nCONCLUSION:\u003cbr/\u003eOverall assessment reveals consistent improvements made recently concerning strategic positioning coupled with enhanced awareness allowing better anticipation thereby limiting chances available opponents possess exploiting weak links found elsewhere along perimeter lineups otherwise susceptible vulnerabilities potentially exploited later down road should things go awry unexpectedly resulting ultimately positive outcomes favorably impacting success rate observed amongst entire squad especially considering growing competition experienced today compared previous years past suggesting gradual progress achieved steadily overtime indicating promising future ahead worth noting positively despite occasional setbacks still lingering around corners waiting patiently awaiting resolution accordingly moving forward confidently knowing strengths exist capable overcoming challenges posed anytime soon coming days months maybe even seasons beyond present moment reflective thought process conducted thoroughly examining multiple angles involved hopefully illuminating path clear way best possible solution reached sooner latterly ensuring desired goals attained swiftly effectively efficiently successfully fulfilling objectives set forth earlier prior commencement journey begun undertaking new adventures filled hope dreams aspirations shared collectively united together striving strive hard reach heights never imagined reaching previously achieving greatness far surpass expectations held originally envisioned possibilities realized finally fulfilled joyously celebrated triumphantly enjoyed wholeheartedly cherished forevermore treasured memories created lastingly remembered fondness enduring love felt deeply rooted firmly grounded truthfully honestly authentically genuinely truly profoundly meaningul significant impactful influential transformative inspirational empowering motivating encouraging uplifting inspiring confidence boosting morale raising spirits elevatin energy levels fostering camaraderie unity",
            "role": "assistant"
        }
    ],
    "rejected_rating": 2
}
```

This subset can be loaded as:

```python
from datasets import load_dataset

ds = load_dataset("ashercn97/a1-preference-v1.02", "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-v1.02")
```


</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},
}
```


