Add the buffered safetensor wrapper. (#948)

This commit is contained in:
Laurent Mazare
2023-09-23 22:57:42 +01:00
committed by GitHub
parent bb3471ea31
commit e32c89d90c
2 changed files with 62 additions and 0 deletions

View File

@ -349,6 +349,36 @@ impl MmapedSafetensors {
}
}
pub struct BufferedSafetensors {
safetensors: yoke::Yoke<SafeTensors_<'static>, Vec<u8>>,
}
impl BufferedSafetensors {
/// Creates a wrapper around a binary buffer and deserialize the safetensors header.
pub fn new(buffer: Vec<u8>) -> Result<Self> {
let safetensors = yoke::Yoke::<SafeTensors_<'static>, Vec<u8>>::try_attach_to_cart(
buffer,
|data: &[u8]| {
let st = safetensors::SafeTensors::deserialize(data)?;
Ok::<_, Error>(SafeTensors_(st))
},
)?;
Ok(Self { safetensors })
}
pub fn load(&self, name: &str, dev: &Device) -> Result<Tensor> {
self.get(name)?.load(dev)
}
pub fn tensors(&self) -> Vec<(String, st::TensorView<'_>)> {
self.safetensors.get().0.tensors()
}
pub fn get(&self, name: &str) -> Result<st::TensorView<'_>> {
Ok(self.safetensors.get().0.tensor(name)?)
}
}
pub struct MmapedFile {
path: std::path::PathBuf,
inner: memmap2::Mmap,