ZacharyZhang-NY
81e73b79c1
145 component roots drop w_full, the early returns included. Three field rows keep it, Input, InputGroup and TagInput: stretched without a width, taffy 0.9 laid the field's flex_1 share at no width in the template picker at 280px, and the placeholder drew nothing. Container keeps it, since mx_auto needs a width to fill. Hosts that relied on a root's width now give it: MessageList boxes each row at the list's width, the splash gives its bar the column's, and test stages that mount a component as the window's root sit in a size_full box. Tests hold a narrow row across the list and the splash bar across its column; each goes red without its fix. The gallery gains --narrow <px>, which lays each page in a padded card at that width and shoots it without its script. The page header wraps: the title takes the room and the theme switcher drops below, where a long summary used to push it past the edge. A file panel step waits for the panel to become key instead of a fixed pause, which lost a race in a capture.
251 lines
8.7 KiB
Rust
251 lines
8.7 KiB
Rust
use std::rc::Rc;
|
|
|
|
use gpui::{
|
|
App, ElementId, FontWeight, IntoElement, ParentElement, RenderOnce, SharedString, Styled,
|
|
Window, div,
|
|
};
|
|
|
|
use crate::{
|
|
buttons::{Button, ButtonVariant},
|
|
charts::{LineChart, Series},
|
|
data_display::{Badge, Tone},
|
|
forms::Run,
|
|
motion::ProgressBar,
|
|
theme::{ActiveTheme, ControlSize, Radius, TextSize},
|
|
typography::{Ellipsis, format::percent, tabular},
|
|
};
|
|
|
|
/// Where a fine-tuning job stands.
|
|
#[derive(Clone, Debug, PartialEq)]
|
|
pub enum TunePhase {
|
|
/// Waiting, with this many ahead of it.
|
|
Queued(usize),
|
|
/// Training: the epoch under way from one, of how many, and the share of it done.
|
|
Running(usize, usize, f32),
|
|
Done,
|
|
Failed(SharedString),
|
|
Canceled,
|
|
}
|
|
|
|
impl TunePhase {
|
|
fn badge(&self) -> (&'static str, Tone) {
|
|
match self {
|
|
Self::Queued(_) => ("Queued", Tone::Neutral),
|
|
Self::Running(..) => ("Training", Tone::Info),
|
|
Self::Done => ("Done", Tone::Success),
|
|
Self::Failed(_) => ("Failed", Tone::Danger),
|
|
Self::Canceled => ("Canceled", Tone::Neutral),
|
|
}
|
|
}
|
|
}
|
|
|
|
/// A running job's bar, whole epochs and the share of the one under way, and the line under it.
|
|
pub(crate) fn progress(epoch: usize, epochs: usize, share: f32) -> (f32, String) {
|
|
let whole = ((epoch - 1) as f32 + share) / epochs as f32;
|
|
let line = format!(
|
|
"Epoch {epoch} of {epochs} · {}",
|
|
percent(f64::from(share), 0, false)
|
|
);
|
|
(whole, line)
|
|
}
|
|
|
|
/// A fine-tuning job: its name, the base model and data it learns from, where it stands, how far it has come by epoch, and its loss on training and held-out data. Cancel while it waits or trains; Open once done.
|
|
#[derive(IntoElement)]
|
|
pub struct FineTuneJobCard {
|
|
id: ElementId,
|
|
name: SharedString,
|
|
base: SharedString,
|
|
data: SharedString,
|
|
phase: TunePhase,
|
|
train: Vec<f64>,
|
|
held: Vec<f64>,
|
|
on_cancel: Option<Run>,
|
|
on_open: Option<Run>,
|
|
}
|
|
|
|
impl FineTuneJobCard {
|
|
pub fn new(
|
|
id: impl Into<ElementId>,
|
|
name: impl Into<SharedString>,
|
|
base: impl Into<SharedString>,
|
|
data: impl Into<SharedString>,
|
|
phase: TunePhase,
|
|
) -> Self {
|
|
if let TunePhase::Running(epoch, epochs, share) = phase {
|
|
assert!(
|
|
(1..=epochs).contains(&epoch) && (0.0..=1.0).contains(&share),
|
|
"epoch {epoch} of {epochs} at {share}"
|
|
);
|
|
}
|
|
Self {
|
|
id: id.into(),
|
|
name: name.into(),
|
|
base: base.into(),
|
|
data: data.into(),
|
|
phase,
|
|
train: Vec::new(),
|
|
held: Vec::new(),
|
|
on_cancel: None,
|
|
on_open: None,
|
|
}
|
|
}
|
|
|
|
/// Loss at each checkpoint, on training data and on held-out data, one value each.
|
|
pub fn loss(mut self, train: impl Into<Vec<f64>>, held: impl Into<Vec<f64>>) -> Self {
|
|
let (train, held) = (train.into(), held.into());
|
|
assert_eq!(
|
|
train.len(),
|
|
held.len(),
|
|
"a loss for each checkpoint on both sets"
|
|
);
|
|
self.train = train;
|
|
self.held = held;
|
|
self
|
|
}
|
|
|
|
pub fn on_cancel(mut self, handler: impl Fn(&mut Window, &mut App) + 'static) -> Self {
|
|
self.on_cancel = Some(Rc::new(handler));
|
|
self
|
|
}
|
|
|
|
pub fn on_open(mut self, handler: impl Fn(&mut Window, &mut App) + 'static) -> Self {
|
|
self.on_open = Some(Rc::new(handler));
|
|
self
|
|
}
|
|
}
|
|
|
|
impl RenderOnce for FineTuneJobCard {
|
|
fn render(self, _: &mut Window, cx: &mut App) -> impl IntoElement {
|
|
let theme = cx.theme();
|
|
let colors = theme.colors.clone();
|
|
let (word, tone) = self.phase.badge();
|
|
let live = matches!(self.phase, TunePhase::Queued(_) | TunePhase::Running(..));
|
|
let action = |key: &'static str, label: &'static str, run: Option<Run>| {
|
|
run.map(|run| {
|
|
Button::new((self.id.clone(), key), label)
|
|
.variant(ButtonVariant::Ghost)
|
|
.size(ControlSize::Sm)
|
|
.on_click(move |_, window, cx| {
|
|
log::info!("fine-tune job: {key}");
|
|
run(window, cx)
|
|
})
|
|
})
|
|
};
|
|
let actions = match self.phase {
|
|
TunePhase::Done => action("open", "Open", self.on_open),
|
|
_ if live => action("cancel", "Cancel", self.on_cancel),
|
|
_ => None,
|
|
};
|
|
let progress = match &self.phase {
|
|
TunePhase::Running(epoch, epochs, share) => {
|
|
let (whole, line) = progress(*epoch, *epochs, *share);
|
|
Some(
|
|
div()
|
|
.flex()
|
|
.flex_col()
|
|
.gap_1p5()
|
|
.child(match *epochs {
|
|
1 => ProgressBar::new((self.id.clone(), "epochs"), whole),
|
|
_ => ProgressBar::new((self.id.clone(), "epochs"), whole)
|
|
.segments(*epochs),
|
|
})
|
|
.child(
|
|
tabular(div())
|
|
.text_size(theme.text_size(TextSize::Xs))
|
|
.text_color(colors.fg_muted)
|
|
.child(line),
|
|
)
|
|
.into_any_element(),
|
|
)
|
|
}
|
|
TunePhase::Queued(ahead) => Some(
|
|
div()
|
|
.text_size(theme.text_size(TextSize::Xs))
|
|
.text_color(colors.fg_muted)
|
|
.child(format!("{ahead} ahead"))
|
|
.into_any_element(),
|
|
),
|
|
TunePhase::Failed(reason) => Some(
|
|
div()
|
|
.text_size(theme.text_size(TextSize::Xs))
|
|
.text_color(colors.danger)
|
|
.child(reason.clone())
|
|
.into_any_element(),
|
|
),
|
|
_ => None,
|
|
};
|
|
let chart = (self.train.len() > 1).then(|| {
|
|
let steps: Vec<SharedString> = (1..=self.train.len())
|
|
.map(|step| step.to_string().into())
|
|
.collect();
|
|
LineChart::new((self.id.clone(), "loss"), steps)
|
|
.series(Series::new("Training", self.train))
|
|
.series(Series::new("Held out", self.held))
|
|
.format(|value| format!("{value:.2}"))
|
|
.h(theme.generative().loss)
|
|
});
|
|
div()
|
|
.flex()
|
|
.flex_col()
|
|
.gap_3()
|
|
.p_4()
|
|
.rounded(theme.radius(Radius::Lg))
|
|
.border_1()
|
|
.border_color(colors.border)
|
|
.bg(colors.surface)
|
|
.child(
|
|
div()
|
|
.flex()
|
|
.flex_wrap()
|
|
.items_start()
|
|
.gap_x_3()
|
|
.gap_y_2()
|
|
.child(
|
|
div()
|
|
.flex_1()
|
|
.min_w(theme.label_width())
|
|
.flex()
|
|
.flex_col()
|
|
.child(
|
|
div()
|
|
.text_size(theme.text_size(TextSize::Sm))
|
|
.font_weight(FontWeight::MEDIUM)
|
|
.text_color(colors.fg)
|
|
.child(Ellipsis::new(self.name)),
|
|
)
|
|
.child(
|
|
div()
|
|
.text_size(theme.text_size(TextSize::Xs))
|
|
.text_color(colors.fg_muted)
|
|
.child(Ellipsis::new(format!("{} · {}", self.base, self.data))),
|
|
),
|
|
)
|
|
.child(
|
|
div()
|
|
.flex_none()
|
|
.flex()
|
|
.items_center()
|
|
.gap_2()
|
|
.child(Badge::new(word).tone(tone))
|
|
.children(actions),
|
|
),
|
|
)
|
|
.children(progress)
|
|
.children(chart)
|
|
}
|
|
}
|
|
|
|
#[cfg(test)]
|
|
mod tests {
|
|
use super::progress;
|
|
|
|
#[test]
|
|
fn the_bar_counts_whole_epochs_and_the_share_of_the_one_under_way() {
|
|
let (whole, line) = progress(2, 3, 0.64);
|
|
assert!((whole - 0.5467).abs() < 1e-4, "{whole}");
|
|
assert_eq!(line, "Epoch 2 of 3 · 64%");
|
|
assert_eq!(progress(1, 1, 0.5), (0.5, "Epoch 1 of 1 · 50%".to_string()));
|
|
assert_eq!(progress(3, 3, 1.0).0, 1.0);
|
|
}
|
|
}
|