mod infer; /// Text Generation Inference Webserver mod queue; pub mod server; mod validation; use infer::Infer; use queue::{Entry, Queue}; use serde::{Deserialize, Serialize}; use validation::Validation; #[derive(Clone, Debug, Deserialize)] pub(crate) struct GenerateParameters { #[serde(default = "default_temperature")] pub temperature: f32, #[serde(default = "default_repetition_penalty")] pub repetition_penalty: f32, #[serde(default = "default_top_k")] pub top_k: i32, #[serde(default = "default_top_p")] pub top_p: f32, #[serde(default = "default_do_sample")] pub do_sample: bool, #[serde(default = "default_max_new_tokens")] pub max_new_tokens: u32, #[serde(default)] pub stop: Vec, #[serde(default)] pub details: bool, #[serde(default)] pub seed: Option, } fn default_temperature() -> f32 { 1.0 } fn default_repetition_penalty() -> f32 { 1.0 } fn default_top_k() -> i32 { 0 } fn default_top_p() -> f32 { 1.0 } fn default_do_sample() -> bool { false } fn default_max_new_tokens() -> u32 { 20 } fn default_parameters() -> GenerateParameters { GenerateParameters { temperature: default_temperature(), repetition_penalty: default_repetition_penalty(), top_k: default_top_k(), top_p: default_top_p(), do_sample: default_do_sample(), max_new_tokens: default_max_new_tokens(), stop: vec![], details: false, seed: None, } } #[derive(Clone, Debug, Deserialize)] pub(crate) struct GenerateRequest { pub inputs: String, #[serde(default = "default_parameters")] pub parameters: GenerateParameters, } #[derive(Debug, Serialize)] pub struct Token(u32, String, f32); #[derive(Serialize)] pub(crate) struct Details { pub finish_reason: String, pub generated_tokens: u32, pub seed: Option, #[serde(skip_serializing_if = "Option::is_none")] pub prefill: Option>, #[serde(skip_serializing_if = "Option::is_none")] pub tokens: Option>, } #[derive(Serialize)] pub(crate) struct GenerateResponse { pub generated_text: String, #[serde(skip_serializing_if = "Option::is_none")] pub details: Option
, } #[derive(Serialize)] pub(crate) struct StreamResponse { pub token: Token, pub generated_text: Option, pub details: Option
, } #[derive(Serialize)] pub(crate) struct ErrorResponse { pub error: String, }