entrenar 0.7.11

Training & Optimization library with autograd, LoRA, quantization, and model merging
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56

//! Research command types for academic workflows

mod bundle;
mod cite;
mod deposit;
mod export;
mod init;
mod preregister;
mod verify;

#[cfg(test)]
mod tests;

use clap::{Parser, Subcommand};

// Re-export all public types
pub use bundle::BundleArgs;
pub use cite::CiteArgs;
pub use deposit::DepositArgs;
pub use export::ExportArgs;
pub use init::ResearchInitArgs;
pub use preregister::PreregisterArgs;
pub use verify::VerifyArgs;

/// Arguments for the research command
#[derive(Parser, Debug, Clone, PartialEq)]
pub struct ResearchArgs {
    /// Research subcommand to execute
    #[command(subcommand)]
    pub command: ResearchCommand,
}

/// Research subcommands
#[derive(Subcommand, Debug, Clone, PartialEq)]
pub enum ResearchCommand {
    /// Initialize a new research artifact
    Init(ResearchInitArgs),

    /// Create a pre-registration with cryptographic commitment
    Preregister(PreregisterArgs),

    /// Generate citations in various formats
    Cite(CiteArgs),

    /// Export artifacts to various formats
    Export(ExportArgs),

    /// Deposit to academic archives
    Deposit(DepositArgs),

    /// Bundle artifacts into RO-Crate package
    Bundle(BundleArgs),

    /// Verify pre-registration commitments or signatures
    Verify(VerifyArgs),
}