Struct rust_bert::gpt_neo::GptNeoConfig

source · [−]

pub struct GptNeoConfig {Show 20 fields
    pub activation_function: Activation,
    pub attention_dropout: f64,
    pub attention_layers: Vec<AttentionLayerType>,
    pub attention_types: Vec<(Vec<AttentionLayerType>, i64)>,
    pub intermediate_size: Option<i64>,
    pub bos_token_id: i64,
    pub eos_token_id: i64,
    pub vocab_size: i64,
    pub num_layers: i64,
    pub num_heads: i64,
    pub hidden_size: i64,
    pub window_size: i64,
    pub embed_dropout: f64,
    pub initializer_range: f64,
    pub layer_norm_epsilon: f64,
    pub max_position_embeddings: i64,
    pub output_past: Option<bool>,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
    pub resid_dropout: f64,
}

Expand description

GPT-Neo model configuration

Defines the GPT-Neo model architecture (e.g. number of layers, hidden layer size, vocab size…).

Fields

activation_function: Activationattention_dropout: f64attention_layers: Vec<AttentionLayerType>attention_types: Vec<(Vec<AttentionLayerType>, i64)>intermediate_size: Option<i64>bos_token_id: i64eos_token_id: i64vocab_size: i64num_layers: i64num_heads: i64hidden_size: i64window_size: i64embed_dropout: f64initializer_range: f64layer_norm_epsilon: f64max_position_embeddings: i64output_past: Option<bool>output_attentions: Option<bool>output_hidden_states: Option<bool>resid_dropout: f64

Struct rust_bert::gpt_neo::GptNeoConfig

GPT-Neo model configuration

Fields

Trait Implementations

impl Clone for GptNeoConfig

fn clone(&self) -> GptNeoConfig

fn clone_from(&mut self, source: &Self)

impl Config for GptNeoConfig

fn from_file<P: AsRef<Path>>(path: P) -> Self

impl Debug for GptNeoConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

impl Default for GptNeoConfig

fn default() -> Self

impl<'de> Deserialize<'de> for GptNeoConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where __D: Deserializer<'de>,

impl Serialize for GptNeoConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where __S: Serializer,

Auto Trait Implementations

impl RefUnwindSafe for GptNeoConfig

impl Send for GptNeoConfig

impl Sync for GptNeoConfig

impl Unpin for GptNeoConfig

impl UnwindSafe for GptNeoConfig

Blanket Implementations

impl<T> Any for T where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for T where T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for T where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

fn from(t: T) -> T

impl<T> Instrument for T

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fn in_current_span(self) -> Instrumented<Self>

impl<T, U> Into<U> for T where U: From<T>,

fn into(self) -> U

impl<T> Pointable for T

const ALIGN: usize = mem::align_of::<T>()

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

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unsafe fn drop(ptr: usize)

impl<T> Same<T> for T

type Output = T

impl<T> ToOwned for T where T: Clone,

type Owned = T

fn to_owned(&self) -> T

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impl<T, U> TryFrom<U> for T where U: Into<T>,

type Error = Infallible

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impl<T, U> TryInto<U> for T where U: TryFrom<T>,

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__D: Deserializer<'de>,

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error> where
S: Serializer,

impl<T> Any for T where
T: 'static + ?Sized,

impl<T> Borrow<T> for T where
T: ?Sized,

impl<T> BorrowMut<T> for T where
T: ?Sized,

impl<T, U> Into<U> for T where
U: From<T>,

impl<T> ToOwned for T where
T: Clone,

impl<T, U> TryFrom<U> for T where
U: Into<T>,

impl<T, U> TryInto<U> for T where
U: TryFrom<T>,

impl<V, T> VZip<V> for T where
V: MultiLane<T>,

impl<T> DeserializeOwned for T where
T: for<'de> Deserialize<'de>,