Showing 3 open source projects for "phase"

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  • 1
    Summarize from Feedback

    Summarize from Feedback

    Code for "Learning to summarize from human feedback"

    ...The code includes different stages: a supervised baseline (i.e. standard summarization training), the reward modeling component, and the reinforcement learning (or preference-based fine-tuning) phase. The repo also includes utilities for dataset handling, modeling architectures, inference, and evaluation. Because the codebase is experimental, parts of it may not run out-of-box depending on dependencies or environment, but it remains a canonical reference for how to implement summarization via human feedback.
    Downloads: 0 This Week
    Last Update:
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  • 2
    Python/FEniCS Examples

    Python/FEniCS Examples

    phase-field simulation and other examples with Python/FEniCS

    The main goal of this project was developing phase-field simulations of lithium dendrite growth with FEniCS programmed in Python. The problem was based in the grand potential-based model of Zijian Hong and Venkatasubramanian Viswanathan (https://doi.org/10.1021/acsenergylett.8b01009) . Some simpler examples were developed before for a first approach with FEniCS: heat equation and combustion model.
    Downloads: 1 This Week
    Last Update:
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  • 3
    The Portable Highly Available Sensors (PHASE) project aims at creating an example application that demonstrates the usage of Application Interface Specification service interfaces of the Service Availability Forum.
    Downloads: 0 This Week
    Last Update:
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