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Model Description

  • Developed by: Writer
  • Language(s) (NLP): English
  • License: Writer open model
  • Finetuned from model: Mistral
  • Context window: 32768

Model Description: InstructAdapt-X is designed to excel in instruction tuning and zero-shot task adaptation. Leveraging the latest advancements in natural language processing, it transforms unannotated text into high-quality, task-specific training datasets. This model is particularly adept at generating diverse and complex tasks across various specialized domains, enabling it to adapt large language models without the need for extensive manual annotations.

Uses

Direct Use:

  • Generating synthetic instruction tuning datasets from unannotated text.
  • Adapting pretrained and instruction-tuned models to new tasks with minimal manual effort.
  • Facilitating zero-shot task adaptation for various NLP tasks, including summarization, sentiment analysis, question answering, and more.

Out-of-Scope Use: Applications needing real-time, factually accurate responses for critical decision-making without thorough validation of the generated datasets.

Supported Task Types

Here we include the supported task types:

  • Extractive question answering
('Input: Given the following context:\n'
 '\n'
 'Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing by HPE’ '
 'to Accelerate Generative AI Industrial Revolution New Lineup Features '
 'First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including Sustainable '
 'Accelerated Computing with Full Lifecycle Services to Streamline Time to '
 'Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA Announce '
 '‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases.\n'
 '\n'
 'answer the following question:\n'
 '\n'
 'What are the names of the two companies that have developed AI solutions?')
'Output: Hewlett Packard Enterprise'
  • Multiple-choice question answering
('Input: Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing '
 'by HPE’ to Accelerate Generative AI Industrial Revolution New Lineup '
 'Features First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including '
 'Sustainable Accelerated Computing with Full Lifecycle Services to Streamline '
 'Time to Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA '
 'Announce ‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases.\n'
 'According to the above context, choose the correct option to answer the '
 'following question.\n'
 'Question: What is the purpose of the partnership between HPE and NVIDIA?\n'
 'Options:\n'
 '\n'
 'A. To accelerate the adoption of AI\n'
 '\n'
 'B. To accelerate the use of computers\n'
 '\n'
 'C. To accelerate the use of cloud computing\n'
 '\n'
 'D. not enough information')
'Output: A'
  • Question generation
('Input: Write a multi-choice question that tests the understanding of the '
 'following article:\n'
 '\n'
 'Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing by HPE’ '
 'to Accelerate Generative AI Industrial Revolution New Lineup Features '
 'First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including Sustainable '
 'Accelerated Computing with Full Lifecycle Services to Streamline Time to '
 'Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA Announce '
 '‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases.')
('Output: What does NVIDIA AI Computing by HPE accelerate?\n'
 'A. Computing\n'
 'B. not enough information\n'
 'C. AI\n'
 'D. AI Industrial Revolution')
  • Question answering without choices
('Input: Read the following context and answer the question.\n'
 'Context: Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing '
 'by HPE’ to Accelerate Generative AI Industrial Revolution New Lineup '
 'Features First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including '
 'Sustainable Accelerated Computing with Full Lifecycle Services to Streamline '
 'Time to Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA '
 'Announce ‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases.\n'
 'Question: What is probably true about NVIDIA?\n'
 'Answer:')
'Output: It is a tech company.'
  • Yes-no question answering
('Input: Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing '
 'by HPE’ to Accelerate Generative AI Industrial Revolution New Lineup '
 'Features First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including '
 'Sustainable Accelerated Computing with Full Lifecycle Services to Streamline '
 'Time to Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA '
 'Announce ‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases. \n'
 '\n'
 'Having read that, I wonder can i use hewlett packard enterprise with nvidia?')
'Output: Yes'
  • Coreference resolution
('Input: Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing '
 'by HPE’ to Accelerate Generative AI Industrial Revolution New Lineup '
 'Features First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including '
 'Sustainable Accelerated Computing with Full Lifecycle Services to Streamline '
 'Time to Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA '
 'Announce ‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases. Here, does "it" stand for HPE Private Cloud AI? Yes '
 'or no?')
'Output: No'
  • Paraphrase generation
('Output: Hewlett Packard Enterprise and NVIDIA today announced NVIDIA AI '
 'Computing by HPE, a portfolio of co-developed AI solutions and joint '
 'go-to-market integrations that enable enterprises to accelerate adoption of '
 'generative AI.')
  • Paraphrase identification
('Input: Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing '
 'by HPE’ to Accelerate Generative AI Industrial Revolution New Lineup '
 'Features First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including '
 'Sustainable Accelerated Computing with Full Lifecycle Services to Streamline '
 'Time to Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA '
 'Announce ‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases. Question: Hewlett Packard Enterprise and NVIDIA '
 'announce ‘NVIDIA AI Computing by HPE’ to accelerate the generative AI '
 'industrial revolution. The new lineup features the first-of-its-kind '
 'turnkey, private cloud AI solution with sustainable accelerated computing '
 'and full lifecycle services to streamline the time to value with AI. June '
 '18, 2024 HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and NVIDIA '
 'today announced NVIDIA AI Computing by HPE, a portfolio of co-developed AI '
 'solutions and joint go-to-market integrations that enable enterprises to '
 'accelerate the adoption of generative AI. Among the portfolio’s key '
 'offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications.\n'
 'Paraphrase or not?')
'Output: No'
  • Sentence completion
('Input: Complete the sentence: Hewlett Packard Enterprise and NVIDIA Announce '
 '‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution New Lineup Features First-of-Its-Kind Turnkey, Private-Cloud AI '
 'Solution Including Sustainable Accelerated Computing with Full Lifecycle '
 'Services to Streamline Time to Value with AI June 18, 2024 Hewlett Packard '
 'Enterprise and NVIDIA Announce ‘NVIDIA AI Computing by HPE’ to Accelerate '
 'Generative AI Industrial Revolution HPE Discover 2024—Hewlett Packard '
 'Enterprise (NYSE: HPE) and NVIDIA today announced NVIDIA AI Computing by '
 'HPE, a portfolio of co-developed AI solutions and joint go-to-market '
 'integrations that enable enterprises to accelerate adoption of generative '
 'AI. Among the portfolio’s key offerings is HPE Private Cloud AI, a '
 'first-of-its-kind solution that provides the deepest integration to date of '
 'NVIDIA AI computing, networking and software with HPE’s AI storage, compute '
 'and the HPE GreenLake cloud. The offering enables enterprises of every size '
 'to gain an energy-efficient, fast and flexible path for sustainably '
 'developing and deploying generative AI applications. Powered by the new '
 'OpsRamp AI copilot that helps IT operations improve workload and IT '
 'efficiency, HPE Private Cloud AI includes a self-service cloud experience '
 'with full lifecycle management and is available in four right-sized '
 'configurations to support a broad range of AI workloads and use cases.')
('Output: HPE Private Cloud AI is available immediately in the United States '
 'and will be available in other regions in the coming months.')
  • Sentiment
('Input: Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing '
 'by HPE’ to Accelerate Generative AI Industrial Revolution New Lineup '
 'Features First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including '
 'Sustainable Accelerated Computing with Full Lifecycle Services to Streamline '
 'Time to Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA '
 'Announce ‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases. The sentiment expressed for the movie is')
'Output: positive'
  • Summarization
('Input: Summarise the article:\n'
 '\n'
 'Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing by HPE’ '
 'to Accelerate Generative AI Industrial Revolution New Lineup Features '
 'First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including Sustainable '
 'Accelerated Computing with Full Lifecycle Services to Streamline Time to '
 'Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA Announce '
 '‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases.')
('Output: HPE Private Cloud AI is a first-of-its-kind solution that provides '
 'the deepest integration to date of NVIDIA AI computing, networking and '
 'software with HPE’s AI storage, compute and the HPE GreenLake cloud .')
  • Text generation
('Input: Generate a story from key plot points:\n'
 '\n'
 'HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and NVIDIA today '
 'announced NVIDIA AI Computing by HPE, a portfolio of co-developed AI '
 'solutions and joint go-to-market integrations that enable enterprises to '
 'accelerate adoption of generative AI .')
'Output: {{context}}'
  • Topic classification
('Input: Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing '
 'by HPE’ to Accelerate Generative AI Industrial Revolution New Lineup '
 'Features First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including '
 'Sustainable Accelerated Computing with Full Lifecycle Services to Streamline '
 'Time to Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA '
 'Announce ‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases. \n'
 '\n'
 'Which section of a newspaper would this article likely appear in?')
'Output: Science and Technology'
  • Word sense disambiguation
('Input: Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing '
 'by HPE’ to Accelerate Generative AI Industrial Revolution New Lineup '
 'Features First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including '
 'Sustainable Accelerated Computing with Full Lifecycle Services to Streamline '
 'Time to Value with AI June 18, 2024 Hewlett Packard Enterprise and NVIDIA '
 'Announce ‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI Industrial '
 'Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: HPE) and '
 'NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases.\n'
 'Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI Computing by HPE’ '
 'to Accelerate Generative AI Industrial Revolution New Lineup Features '
 'First-of-Its-Kind Turnkey, Private-Cloud AI Solution Including Sustainable '
 'Accelerated Computing with Full Lifecycle Services to Streamline Time to '
 'Value with AI\n'
 "Question: Is the word 'value' used in the same sense in the two sentences?")
'Output: Yes'
  • Textual entailment
('Input: Given that Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI '
 'Computing by HPE’ to Accelerate Generative AI Industrial Revolution New '
 'Lineup Features First-of-Its-Kind Turnkey, Private-Cloud AI Solution '
 'Including Sustainable Accelerated Computing with Full Lifecycle Services to '
 'Streamline Time to Value with AI June 18, 2024 Hewlett Packard Enterprise '
 'and NVIDIA Announce ‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI '
 'Industrial Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: '
 'HPE) and NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases. Therefore, it must be true that "Hewlett Packard '
 'Enterprise is an IT company."? Yes or no?')
'Output: Yes'
  • Natural language inference
('Input: Given Hewlett Packard Enterprise and NVIDIA Announce ‘NVIDIA AI '
 'Computing by HPE’ to Accelerate Generative AI Industrial Revolution New '
 'Lineup Features First-of-Its-Kind Turnkey, Private-Cloud AI Solution '
 'Including Sustainable Accelerated Computing with Full Lifecycle Services to '
 'Streamline Time to Value with AI June 18, 2024 Hewlett Packard Enterprise '
 'and NVIDIA Announce ‘NVIDIA AI Computing by HPE’ to Accelerate Generative AI '
 'Industrial Revolution HPE Discover 2024—Hewlett Packard Enterprise (NYSE: '
 'HPE) and NVIDIA today announced NVIDIA AI Computing by HPE, a portfolio of '
 'co-developed AI solutions and joint go-to-market integrations that enable '
 'enterprises to accelerate adoption of generative AI. Among the portfolio’s '
 'key offerings is HPE Private Cloud AI, a first-of-its-kind solution that '
 'provides the deepest integration to date of NVIDIA AI computing, networking '
 'and software with HPE’s AI storage, compute and the HPE GreenLake cloud. The '
 'offering enables enterprises of every size to gain an energy-efficient, fast '
 'and flexible path for sustainably developing and deploying generative AI '
 'applications. Powered by the new OpsRamp AI copilot that helps IT operations '
 'improve workload and IT efficiency, HPE Private Cloud AI includes a '
 'self-service cloud experience with full lifecycle management and is '
 'available in four right-sized configurations to support a broad range of AI '
 'workloads and use cases. Should we assume that "Hewlett Packard Enterprise '
 'and NVIDIA are friends" is true? Yes, no, or maybe?')
'Output: Maybe'

Bias, Risks, and Limitations

Limitations:

  • InstructAdapt-X's performance may degrade when working with small quantities of unannotated text.
  • The model's efficacy is primarily demonstrated in three task types: yes-no question answering, extractive question answering, and natural language inference.

Risks:

  • Potential generation of factually incorrect datasets in specialized domains.
  • Inherited biases from the base model, which may persist despite extensive fine-tuning.
  • Lack of safety training could result in the generation of harmful content.

Recommendations:

  • Users should meticulously inspect the generated tasks and benchmark performance on critical datasets before deploying models trained with these tasks.
  • Continuous monitoring and validation are recommended to ensure the reliability and accuracy of the adapted models.

Citation and Related Information

To cite this model:

@misc{InstructAdapt-X,
  author = {Writer Engineering team},
  title = {{InstructAdapt-X: A powerful LLM designed for instruction tuning and zero-shot task adaptation}},
  howpublished = {\url{https://dev.writer.com}},
  year = 2024,
  month = June 
}

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