//! Candle implementations for various deep learning models //! //! This crate provides implementations of popular machine learning models and architectures for different modalities. //! //! - Large language models: [`llama`], [`phi3`], [`mamba`], [`mixtral`], [`bert`], ... //! - Text to text models: [`t5`], ... //! - Image to text models: [`blip`], ... //! - Text to image models: [`stable_diffusion`] and [`wuerstchen`], ... //! - Audio models: [`whisper`], [`encodec`], [`metavoice`], [`parler_tts`], ... //! - Computer vision models: [`dinov2`], [`convmixer`], [`efficientnet`], ... //! //! Some of the models also have quantized variants, e.g. [`quantized_blip`], [`quantized_llama`] and [`quantized_qwen2`]. //! //! The implementations aim to be readable while maintaining good performance. For more information //! on each model see the model's module docs in the links below. pub mod based; pub mod beit; pub mod bert; pub mod bigcode; pub mod blip; pub mod blip_text; pub mod chatglm; pub mod chinese_clip; pub mod clip; pub mod codegeex4_9b; pub mod colpali; pub mod convmixer; pub mod convnext; pub mod dac; pub mod debertav2; pub mod depth_anything_v2; pub mod dinov2; pub mod dinov2reg4; pub mod distilbert; pub mod efficientnet; pub mod efficientvit; pub mod encodec; pub mod eva2; pub mod falcon; pub mod fastvit; pub mod flux; pub mod gemma; pub mod gemma2; pub mod glm4; pub mod granite; pub mod helium; pub mod hiera; pub mod jina_bert; pub mod llama; pub mod llama2_c; pub mod llama2_c_weights; pub mod llava; pub mod mamba; pub mod marian; pub mod metavoice; pub mod mimi; pub mod mistral; pub mod mixformer; pub mod mixtral; pub mod mmdit; pub mod mobileclip; pub mod mobilenetv4; pub mod mobileone; pub mod modernbert; pub mod moondream; pub mod mpt; pub mod nvembed_v2; pub mod olmo; pub mod openclip; pub mod paligemma; pub mod parler_tts; pub mod persimmon; pub mod phi; pub mod phi3; pub mod pixtral; pub mod quantized_blip; pub mod quantized_blip_text; pub mod quantized_llama; pub mod quantized_llama2_c; pub mod quantized_metavoice; pub mod quantized_mistral; pub mod quantized_mixformer; pub mod quantized_moondream; pub mod quantized_mpt; pub mod quantized_phi; pub mod quantized_phi3; pub mod quantized_qwen2; pub mod quantized_recurrent_gemma; pub mod quantized_rwkv_v5; pub mod quantized_rwkv_v6; pub mod quantized_stable_lm; pub mod quantized_t5; pub mod qwen2; pub mod qwen2_moe; pub mod recurrent_gemma; pub mod repvgg; pub mod resnet; pub mod rwkv_v5; pub mod rwkv_v6; pub mod segformer; pub mod segment_anything; pub mod siglip; pub mod stable_diffusion; pub mod stable_lm; pub mod starcoder2; pub mod stella_en_v5; pub mod t5; pub mod trocr; pub mod vgg; pub mod vit; pub mod whisper; pub mod with_tracing; pub mod wuerstchen; pub mod xlm_roberta; pub mod yi;