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Model Library
/Snorkel/Snorkel Mistral PairRM DPO
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Snorkel Mistral PairRM DPO

Ready
fireworks/snorkel-mistral-7b-pairrm-dpo

    A fine-tuned version of the Mistral-7B model developed by Snorkel using PairRM for response ranking and Direct Preference Optimization (DPO) for model adaptation and refinement.

    Snorkel Mistral PairRM DPO API Features

    Fine-tuning

    Docs

    Snorkel Mistral PairRM DPO can be customized with your data to improve responses. Fireworks uses LoRA to efficiently train and deploy your personalized model

    On-demand Deployment

    Docs

    On-demand deployments give you dedicated GPUs for Snorkel Mistral PairRM DPO using Fireworks' reliable, high-performance system with no rate limits.

    Metadata

    State
    Ready
    Created on
    3/2/2024
    Kind
    Base model
    Provider
    Snorkel
    Hugging Face
    Snorkel-Mistral-PairRM-DPO

    Specification

    Calibrated
    No
    Mixture-of-Experts
    No
    Parameters
    7.2B

    Supported Functionality

    Fine-tuning
    Supported
    Serverless
    Not supported
    Serverless LoRA
    Supported
    Context Length
    32.8k tokens
    Function Calling
    Not supported
    Embeddings
    Not supported
    Rerankers
    Not supported
    Support image input
    Not supported