pub struct GptOssRotaryEmbedding { /* private fields */ }Expand description
GPT-OSS style rotary embedding with YARN scaling support. Uses chunked/GPT-NeoX style rotation and applies attention scaling.
Implementations§
Source§impl GptOssRotaryEmbedding
impl GptOssRotaryEmbedding
Sourcepub fn new(
base: f64,
head_dim: usize,
max_position_embeddings: usize,
factor: f64,
original_max_position_embeddings: usize,
beta_fast: f64,
beta_slow: f64,
truncate: bool,
device: &Device,
dtype: DType,
) -> Result<Self>
pub fn new( base: f64, head_dim: usize, max_position_embeddings: usize, factor: f64, original_max_position_embeddings: usize, beta_fast: f64, beta_slow: f64, truncate: bool, device: &Device, dtype: DType, ) -> Result<Self>
Create a new GPT-OSS rotary embedding with YARN scaling.
§Arguments
base- Base frequency for RoPEhead_dim- Dimension of each attention headmax_position_embeddings- Maximum sequence lengthfactor- YARN scaling factororiginal_max_position_embeddings- Original max positions before scalingbeta_fast- YARN beta_fast parameterbeta_slow- YARN beta_slow parametertruncate- Whether to truncate correction dimensionsdevice- Device to create tensors ondtype- Data type for the embeddings
pub fn forward( &self, q: &Tensor, k: &Tensor, seqlen_offsets: &[usize], ) -> Result<(Tensor, Tensor)>
Trait Implementations§
Source§impl Clone for GptOssRotaryEmbedding
impl Clone for GptOssRotaryEmbedding
Source§fn clone(&self) -> GptOssRotaryEmbedding
fn clone(&self) -> GptOssRotaryEmbedding
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for GptOssRotaryEmbedding
impl !RefUnwindSafe for GptOssRotaryEmbedding
impl Send for GptOssRotaryEmbedding
impl Sync for GptOssRotaryEmbedding
impl Unpin for GptOssRotaryEmbedding
impl !UnwindSafe for GptOssRotaryEmbedding
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