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add assets identified by bot
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www-data committed Jan 8, 2025
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use case, particularly for high risk scenarios.
monitoring: Unknown
feedback: Unknown
- type: model
name: Phi-4
organization: Microsoft Research
description: "phi-4 is a state-of-the-art open model built upon a blend of synthetic datasets, data from filtered public domain websites, and acquired academic books and Q&A datasets."
created_date: 2024-12-12
url: https://huggingface.co/microsoft/phi-4
model_card: https://huggingface.co/microsoft/phi-4
modality:
explanation: "Inputs: Text,... Outputs: Generated text in response to input"
value: text; text
analysis: "We evaluated phi-4 using OpenAI’s SimpleEval and our own internal benchmarks to understand the model’s capabilities."
size:
explanation: "14B parameters, dense decoder-only Transformer model"
value: 14B parameters
dependencies: [Phi-3]
training_emissions: unknown
training_time:
explanation: "Training time 21 days"
value: 21 days
training_hardware:
explanation: "GPUs 1920 H100-80G"
value: 1920 H100-80G
quality_control: "adopted a robust safety post-training approach," and "collaborated with the independent AI Red Team (AIRT) at Microsoft to assess safety risks"
access:
explanation: "an open model"
value: open
license:
explanation: "License MIT"
value: MIT
intended_uses: "designed to accelerate research on language models, for use as a building block for generative AI powered features."
prohibited_uses: "not specifically designed or evaluated for all downstream purposes," and "should consider common limitations of language models"
monitoring: "Developers should...build feedback mechanisms and pipelines to ground responses in use-case specific, contextual information"
feedback: Developers should "build feedback mechanisms and pipelines"

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