Enum ModelCommand 

pub(crate) enum ModelCommand {
    Toto {
        command: Command,
    },
    Tabfm {
        command: Command,
    },
    Mitra {
        command: Command,
    },
    Tabdpt {
        command: Command,
    },
    Tabicl {
        command: Command,
    },
    Tabpfn {
        command: Command,
    },
    Chronos {
        command: Command,
    },
    Timesfm {
        command: Command,
    },
    Sundial {
        command: Command,
    },
    Ttm {
        command: Command,
    },
    LagLlama {
        command: Command,
    },
    Moment {
        command: Command,
    },
    Moirai {
        command: Command,
    },
    Moirai2 {
        command: Command,
    },
    Flowstate {
        command: Command,
    },
    Tirex {
        command: Command,
    },
    Convert(ConvertArgs),
    Inspect(InspectArgs),
    Pull(PullArgs),
}

Variants

Toto

Toto-2 (Datadog) zero-shot time-series forecaster.

Fields

command: Command

Tabfm

TabFM (google/tabfm-1.0.0-pytorch) zero-shot tabular classifier/regressor.

Fields

command: Command

Mitra

Mitra (autogluon/mitra-classifier, autogluon/mitra-regressor) zero-shot tabular foundation model.

Fields

command: Command

Tabdpt

TabDPT (Layer6/TabDPT) zero-shot tabular foundation model.

Fields

command: Command

Tabicl

TabICL (jingang/TabICL, v2) zero-shot tabular foundation model (classification only).

Fields

command: Command

Tabpfn

TabPFN-3 (Prior-Labs/tabpfn_3) zero-shot tabular foundation model (classification only). NON-COMMERCIAL WEIGHTS LICENSE — see zsfm tabpfn infer --help.

Fields

command: Command

Chronos

Chronos-2 (Amazon) zero-shot time-series forecaster.

Fields

command: Command

Timesfm

TimesFM 2.5 200M (Google) zero-shot time-series forecaster.

Fields

command: Command

Sundial

Sundial / Timer v3 (thuml) zero-shot time-series forecaster.

Fields

command: Command

Ttm

TinyTimeMixer / TTM-R2 (IBM Granite) zero-shot time-series forecaster.

Fields

command: Command

LagLlama

Lag-Llama (ServiceNow) zero-shot time-series forecaster.

Fields

command: Command

Moment

MOMENT-1-large (CMU) zero-shot time-series forecaster.

Fields

command: Command

Moirai

Moirai-1.0-R-large (Salesforce) zero-shot time-series forecaster.

Fields

command: Command

Moirai2

Moirai-2.0-R-small (Salesforce) zero-shot time-series forecaster.

Fields

command: Command

Flowstate

FlowState-R1 (IBM Granite) zero-shot time-series forecaster.

Fields

command: Command

Tirex

TiRex (NX-AI) zero-shot time-series forecaster.

Fields

command: Command

Convert(ConvertArgs)

Convert ANY checkpoint (safetensors / PyTorch pickle / npy / npz / ONNX / HDF5 / Keras / GGUF) to GGUF, tensor names passed through. GGUF input re-quantizes.

Inspect(InspectArgs)

List tensors (and optionally values) of any supported checkpoint format.

Pull(PullArgs)

Download a HuggingFace repo’s checkpoint in whatever format it’s published in (safetensors / pickle / npy / npz / ONNX / HDF5 / Keras / GGUF), without converting.

Trait Implementations

impl FromArgMatches for ModelCommand

fn from_arg_matches(__clap_arg_matches: &ArgMatches) -> Result<Self, Error>

Instantiate Self from [ArgMatches], parsing the arguments as needed.

fn from_arg_matches_mut( __clap_arg_matches: &mut ArgMatches, ) -> Result<Self, Error>

Instantiate Self from [ArgMatches], parsing the arguments as needed.

fn update_from_arg_matches( &mut self, __clap_arg_matches: &ArgMatches, ) -> Result<(), Error>

Assign values from ArgMatches to self.

fn update_from_arg_matches_mut<'b>( &mut self, __clap_arg_matches: &mut ArgMatches, ) -> Result<(), Error>

Assign values from ArgMatches to self.

impl Subcommand for ModelCommand

fn augment_subcommands<'b>(__clap_app: Command) -> Command

Append to [Command] so it can instantiate Self via [FromArgMatches::from_arg_matches_mut]

fn augment_subcommands_for_update<'b>(__clap_app: Command) -> Command

Append to [Command] so it can instantiate self via [FromArgMatches::update_from_arg_matches_mut]

fn has_subcommand(__clap_name: &str) -> bool

Test whether Self can parse a specific subcommand