List of all items

Structs

• Tensor
• chat_template::ChatTemplate
• exec::all_minilm_l6_v2::AllMiniLML6V2Exec
• exec::deepseek_ocr::DeepSeekORExec
• exec::fun_asr_nano::FunASRNanoExec
• exec::glm_asr_nano::GlmASRNanoExec
• exec::glm_ocr::GlmOcrExec
• exec::hunyuan_ocr::HunyuanORExec
• exec::lfm2::Lfm2Exec
• exec::lfm2vl::Lfm2VLExec
• exec::minicpm4::MiniCPM4Exec
• exec::minicpm5::MiniCPM5Exec
• exec::paddleocr_vl::PaddleOVLExec
• exec::qwen2_5vl::Qwen2_5VLExec
• exec::qwen3::Qwen3Exec
• exec::qwen3_5::Qwen3_5Exec
• exec::qwen3_asr::Qwen3ASRExec
• exec::qwen3_embedding::Qwen3EmbeddingExec
• exec::qwen3_reranker::Qwen3RerankerExec
• exec::qwen3vl::Qwen3VLExec
• exec::rmbg2_0::RMBG2_0Exec
• exec::voxcpm::VoxCPMExec
• models::all_minilm_l6_v2::AllMiniLML6V2Embedding
• models::bigvgan::AMPBlock1
• models::bigvgan::BigVGAN
• models::bigvgan::DownSample1d
• models::bigvgan::SnakeBeta
• models::bigvgan::TorchActivation1d
• models::bigvgan::UpSample1d
• models::bigvgan::config::BigVGANConfig
• models::campplus::BasicResBlock
• models::campplus::CAMDenseTDNNBlock
• models::campplus::CAMDenseTDNNLayer
• models::campplus::CAMLayer
• models::campplus::CAMPPlus
• models::campplus::DenseLayer
• models::campplus::FCM
• models::campplus::Shortcut
• models::campplus::TDNNLayer
• models::campplus::TransitLayer
• models::campplus::XVector
• models::common::MultiModalData
• models::common::generate::GenerationContext
• models::common::generate::PrepareData
• models::common::gguf::GateUpDownMLPGguf
• models::common::gguf::Gguf
• models::common::gguf::QuantizedLinear
• models::common::gguf::TwoLinearMLPGguf
• models::common::modules::AsrResult
• models::common::modules::Conv2dWithBN
• models::common::modules::GEGLU
• models::common::modules::GLU
• models::common::modules::GateUpDownMLP
• models::common::modules::NaiveAttention
• models::common::modules::NaiveAttnGateUpDownMLPBlock
• models::common::modules::NaiveAttnTwoLinearMLPBlock
• models::common::modules::QKNormAttention
• models::common::modules::QKVCatAttention
• models::common::modules::TwoLinearMLP
• models::common::modules::VadFrameResult
• models::common::modules::WNConv1d
• models::common::modules::WNConvTranspose1d
• models::common::modules::WNLinear
• models::deepseek_ocr::config::ClipL14_224
• models::deepseek_ocr::config::DeepseekOCRConfig
• models::deepseek_ocr::config::DeepseekOCRVisionConfig
• models::deepseek_ocr::config::DeepseekV2Config
• models::deepseek_ocr::config::ProjectorConfig
• models::deepseek_ocr::config::Qwen2_0_5B
• models::deepseek_ocr::config::SamVitB
• models::deepseek_ocr::config::Width
• models::deepseek_ocr::generate::DeepseekOCRGenerateModel
• models::deepseek_ocr::model::Attention
• models::deepseek_ocr::model::Block
• models::deepseek_ocr::model::CLIPVisionEmbeddings
• models::deepseek_ocr::model::DeepseekOCRModel
• models::deepseek_ocr::model::DeepseekV2DecoderLayer
• models::deepseek_ocr::model::DeepseekV2MoE
• models::deepseek_ocr::model::DeepseekV2Model
• models::deepseek_ocr::model::ImageEncoderViT
• models::deepseek_ocr::model::MoEGate
• models::deepseek_ocr::model::Neck
• models::deepseek_ocr::model::NoTPFeedForward
• models::deepseek_ocr::model::NoTPTransformer
• models::deepseek_ocr::model::NoTPTransformerBlock
• models::deepseek_ocr::model::PatchEmbed
• models::deepseek_ocr::model::Qwen2Decoder2Encoder
• models::deepseek_ocr::model::VitModel
• models::deepseek_ocr::processor::DeepseekOCRProcessor
• models::feature_extractor::config::FeatureExtractor
• models::feature_extractor::feature_extraction_whisper::WhisperFeatureExtractor
• models::feature_extractor::seamless_m4t_feature_extractor::SeamlessM4TFeatureExtractor
• models::fire_red_vad::config::CMVNData
• models::fire_red_vad::config::DetectModelConfig
• models::fire_red_vad::config::FireRedVadConfig
• models::fire_red_vad::model::DetectModel
• models::fire_red_vad::model::FSMN
• models::fire_red_vad::processor::AudioFeat
• models::fire_red_vad::processor::CMVN
• models::fire_red_vad::processor::KaldifeatFbank
• models::fire_red_vad::processor::VadPostprocessor
• models::fire_red_vad::vad::FireRedVad
• models::fire_red_vad::vad::VadResult
• models::fun_asr_nano::config::AudioAdaptorConf
• models::fun_asr_nano::config::AudioEncoderConf
• models::fun_asr_nano::config::CtcConf
• models::fun_asr_nano::config::CtcDecoderConf
• models::fun_asr_nano::config::FrontendConf
• models::fun_asr_nano::config::FunASRNanoConfig
• models::fun_asr_nano::config::LlmConf
• models::fun_asr_nano::generate::FunAsrNanoGenerateModel
• models::fun_asr_nano::model::AdaptorEncoderLayer
• models::fun_asr_nano::model::AudioAdaptor
• models::fun_asr_nano::model::EncoderLayerSANM
• models::fun_asr_nano::model::FunAsrNanoModel
• models::fun_asr_nano::model::MultiHeadedAttentionSANM
• models::fun_asr_nano::model::SenseVoiceEncoderSmall
• models::fun_asr_nano::processor::FunAsrNanoProcessor
• models::glm_asr_nano::config::GlmAsrAudioConfig
• models::glm_asr_nano::config::GlmAsrNanoConfig
• models::glm_asr_nano::config::GlmAsrNanoProcessorConfig
• models::glm_asr_nano::config::GlmAsrRopeParameters
• models::glm_asr_nano::config::GlmAsrTextConfig
• models::glm_asr_nano::config::GlmAsrTextRopeParameters
• models::glm_asr_nano::generate::GlmAsrNanoGenerateModel
• models::glm_asr_nano::model::GlmAsrAttention
• models::glm_asr_nano::model::GlmAsrEncoder
• models::glm_asr_nano::model::GlmAsrEncoderLayer
• models::glm_asr_nano::model::GlmAsrNanoModel
• models::glm_asr_nano::processor::GlmAsrNanoProcessor
• models::glm_ocr::config::GlmOcrConfig
• models::glm_ocr::config::GlmOcrGenerationConfig
• models::glm_ocr::config::GlmOcrPreprocessorConfig
• models::glm_ocr::config::GlmOcrRopeParameters
• models::glm_ocr::config::GlmOcrTextConfig
• models::glm_ocr::config::GlmOcrVisionConfig
• models::glm_ocr::generate::GlmOcrGenerateModel
• models::glm_ocr::model::GlmOcrModel
• models::glm_ocr::model::GlmOcrRMSNorm
• models::glm_ocr::model::GlmOcrTextAttention
• models::glm_ocr::model::GlmOcrTextDecoderLayer
• models::glm_ocr::model::GlmOcrTextMLP
• models::glm_ocr::model::GlmOcrTextModel
• models::glm_ocr::model::GlmOcrTextRotaryEmbedding
• models::glm_ocr::model::GlmOcrVisionAttention
• models::glm_ocr::model::GlmOcrVisionBlock
• models::glm_ocr::model::GlmOcrVisionMlp
• models::glm_ocr::model::GlmOcrVisionModel
• models::glm_ocr::model::GlmOcrVisionPatchEmbed
• models::glm_ocr::model::GlmOcrVisionPatchMerger
• models::glm_ocr::model::GlmOcrVisionRotaryEmbedding
• models::glm_ocr::processor::GlmOcrProcessor
• models::glm_ocr::processor::ProcessedImage
• models::glm_ocr::processor::ProcessedInput
• models::gpt2::GPT2Attention
• models::gpt2::GPT2Block
• models::gpt2::GPT2MLP
• models::gpt2::GPT2Model
• models::gpt2::config::GPT2Config
• models::hunyuan_ocr::config::HunYuanVLConfig
• models::hunyuan_ocr::config::HunYuanVLRopeScaling
• models::hunyuan_ocr::config::HunYuanVLVisionConfig
• models::hunyuan_ocr::config::HunyuanOCRGenerationConfig
• models::hunyuan_ocr::config::HunyuanOCRPreprocessorConfig
• models::hunyuan_ocr::generate::HunyuanOCRGenerateModel
• models::hunyuan_ocr::model::HunYuanVLAttention
• models::hunyuan_ocr::model::HunYuanVLDecoderLayer
• models::hunyuan_ocr::model::HunYuanVLTextModel
• models::hunyuan_ocr::model::HunYuanVisionPatchEmbed
• models::hunyuan_ocr::model::HunYuanVisionPatchMerger
• models::hunyuan_ocr::model::HunYuanVisionTransformer
• models::hunyuan_ocr::model::HunyuanVLModel
• models::hunyuan_ocr::processor::HunyuanData
• models::hunyuan_ocr::processor::HunyuanVLProcessor
• models::lfm2::config::Lfm2Config
• models::lfm2::config::Lfm2GenerateConfig
• models::lfm2::config::RopeParameters
• models::lfm2::generate::Lfm2GenerateModel
• models::lfm2::model::Lfm2Decoder
• models::lfm2::model::Lfm2DecoderLayer
• models::lfm2::model::Lfm2Model
• models::lfm2::model::Lfm2ShortConv
• models::lfm2vl::config::Lfm2ImageConfig
• models::lfm2vl::config::Lfm2ProcessorConfig
• models::lfm2vl::config::Lfm2VLConfig
• models::lfm2vl::config::Lfm2VLVisionConfig
• models::lfm2vl::config::Size
• models::lfm2vl::generate::Lfm2VLGenerateModel
• models::lfm2vl::model::Lfm2VLModel
• models::lfm2vl::model::Lfm2VlMultiModalProjector
• models::lfm2vl::model::Siglip2Encoder
• models::lfm2vl::model::Siglip2VisionEmbeddings
• models::lfm2vl::model::Siglip2VisionModel
• models::lfm2vl::processor::Lfm2VLProcessor
• models::llama::LlamaForCausalLM
• models::llama::LlamaModel
• models::mask_gct::config::SemanticCodec
• models::mask_gct::model::ConvNeXtBlock
• models::mask_gct::model::FactorizedVectorQuantize
• models::mask_gct::model::RepCodec
• models::mask_gct::model::ResidualVQ
• models::mask_gct::model::VocosBackbone
• models::minicpm4::config::MiniCPM4Config
• models::minicpm4::config::RopeScalingConfig
• models::minicpm4::generate::MiniCPM4GenerateModel
• models::minicpm4::model::MiniCPMDecoderLayer
• models::minicpm4::model::MiniCPMLongRoPE
• models::minicpm4::model::MiniCPMModel
• models::minicpm5::config::MiniCPM5Config
• models::minicpm5::generate::MiniCPM5GenerateModel
• models::moss_audio_tokenizer_nano::MossAudioTokenizer
• models::moss_audio_tokenizer_nano::MossAudioTokenizerLFQ
• models::moss_audio_tokenizer_nano::MossAudioTokenizerMultiheadAttention
• models::moss_audio_tokenizer_nano::MossAudioTokenizerPatchedPretransform
• models::moss_audio_tokenizer_nano::MossAudioTokenizerProjectedTransformer
• models::moss_audio_tokenizer_nano::MossAudioTokenizerResidualLFQ
• models::moss_audio_tokenizer_nano::MossAudioTokenizerTransformer
• models::moss_audio_tokenizer_nano::MossAudioTokenizerTransformerLayer
• models::moss_audio_tokenizer_nano::config::MossAudioTokenizerConfig
• models::moss_audio_tokenizer_nano::config::MossAudioTokenizerModuleConfig
• models::moss_audio_tokenizer_nano::config::MossAudioTokenizerQuantizerKwargs
• models::moss_tts_nano::config::MossTTSConfig
• models::moss_tts_nano::generate::MossTTSGenerate
• models::moss_tts_nano::model::MossTTSModel
• models::moss_tts_nano::processor::MossTTSProcessor
• models::paddleocr_vl::config::PaddleOCRVLConfig
• models::paddleocr_vl::config::PaddleOCRVLPreprocessorConfig
• models::paddleocr_vl::config::PaddleOCRVLRopeScalingConfig
• models::paddleocr_vl::config::PaddleOCRVLVisionConfig
• models::paddleocr_vl::config::SizeConfig
• models::paddleocr_vl::generate::PaddleOCRVLGenerateModel
• models::paddleocr_vl::model::Ernie4_5Model
• models::paddleocr_vl::model::PaddleOCRVLModel
• models::paddleocr_vl::model::Projector
• models::paddleocr_vl::model::SiglipEncoder
• models::paddleocr_vl::model::SiglipVisionEmbeddings
• models::paddleocr_vl::model::SiglipVisionModel
• models::paddleocr_vl::processor::PaddleOCRVLProcessor
• models::qwen2::Qwen2Attention
• models::qwen2::Qwen2Config
• models::qwen2::Qwen2Decoder
• models::qwen2::Qwen2DecoderLayer
• models::qwen2_5vl::config::Qwen2_5VLConfig
• models::qwen2_5vl::config::RopeScaling
• models::qwen2_5vl::config::VisionConfig
• models::qwen2_5vl::config::VisionSetting
• models::qwen2_5vl::generate::Qwen2_5VLGenerateModel
• models::qwen2_5vl::model::Qwen2_5VLModel
• models::qwen2_5vl::model::Qwen2_5VLPatchMerger
• models::qwen2_5vl::model::Qwen2_5VLTextModel
• models::qwen2_5vl::model::Qwen2_5VLVisionModel
• models::qwen2_5vl::model::Qwen2_5VisionPatchEmbed
• models::qwen2_5vl::processor::GeneralInput
• models::qwen2_5vl::processor::Qwen2_5VLProcessor
• models::qwen2_5vl::processor::VisionInput
• models::qwen3::config::Qwen3Config
• models::qwen3::config::Qwen3GenerationConfig
• models::qwen3::generate::Qwen3GenerateModel
• models::qwen3::model::Qwen3DecoderLayer
• models::qwen3::model::Qwen3Model
• models::qwen3_5::config::Qwen3_5Config
• models::qwen3_5::config::Qwen3_5TextConfig
• models::qwen3_5::config::RopeParameters
• models::qwen3_5::generate::Qwen3_5GenerateModel
• models::qwen3_5::model::Qwen3_5Attention
• models::qwen3_5::model::Qwen3_5DecoderLayer
• models::qwen3_5::model::Qwen3_5GatedDeltaNet
• models::qwen3_5::model::Qwen3_5Model
• models::qwen3_5::model::Qwen3_5RMSNorm
• models::qwen3_5::model::Qwen3_5RMSNormGated
• models::qwen3_5::model::Qwen3_5TextModel
• models::qwen3_asr::config::Qwen3ASRAudioConfig
• models::qwen3_asr::config::Qwen3ASRConfig
• models::qwen3_asr::config::Qwen3ASRGenerationConfig
• models::qwen3_asr::config::Qwen3ASRRopeScaling
• models::qwen3_asr::config::Qwen3ASRTextConfig
• models::qwen3_asr::config::ThinkerConfig
• models::qwen3_asr::generate::Qwen3AsrGenerateModel
• models::qwen3_asr::model::Qwen3ASRAudioEncoder
• models::qwen3_asr::model::Qwen3ASRAudioEncoderLayer
• models::qwen3_asr::model::Qwen3ASRModel
• models::qwen3_asr::model::Qwen3ASRThinker
• models::qwen3_asr::model::Qwen3ASRThinkerTextModel
• models::qwen3_asr::processor::AudioData
• models::qwen3_asr::processor::Qwen3AsrProcessor
• models::qwen3_embedding::Qwen3Embedding
• models::qwen3_reranker::Qwen3Reranker
• models::qwen3vl::config::PreprocessorConfig
• models::qwen3vl::config::Qwen3VLConfig
• models::qwen3vl::config::Qwen3VLTextConfig
• models::qwen3vl::config::Qwen3VLVisionConfig
• models::qwen3vl::config::RopeScaling
• models::qwen3vl::config::Size
• models::qwen3vl::generate::Qwen3VLGenerateModel
• models::qwen3vl::model::Qwen3VLModel
• models::qwen3vl::model::Qwen3VLTextModel
• models::qwen3vl::model::Qwen3VLVisionAttention
• models::qwen3vl::model::Qwen3VLVisionBlock
• models::qwen3vl::model::Qwen3VLVisionModel
• models::qwen3vl::model::Qwen3VLVisionPatchEmbed
• models::qwen3vl::model::Qwen3VLVisionPatchMerger
• models::qwen3vl::processor::GeneralInput
• models::qwen3vl::processor::Qwen3VLProcessor
• models::qwen3vl::processor::VideoMetadata
• models::qwen3vl::processor::VisionInput
• models::rmbg2_0::generate::RMBG2_0Model
• models::rmbg2_0::model::BiRefNet
• models::rmbg2_0::model::SwinTransformer
• models::rmbg2_0::model::WindowAttention
• models::voxcpm::audio_vae::AudioVAE
• models::voxcpm::audio_vae::CausalConv1d
• models::voxcpm::audio_vae::CausalConvTranspose1d
• models::voxcpm::audio_vae::CausalDecoder
• models::voxcpm::audio_vae::CausalDecoderBlock
• models::voxcpm::audio_vae::CausalEncoder
• models::voxcpm::audio_vae::CausalEncoderBlock
• models::voxcpm::audio_vae::CausalResidualUnit
• models::voxcpm::audio_vae::NoiseBlock
• models::voxcpm::audio_vae::SampleRateConditionLayer
• models::voxcpm::audio_vae::Snake1d
• models::voxcpm::audio_vae::WNCausalConv1d
• models::voxcpm::audio_vae::WNCausalConvTranspose1d
• models::voxcpm::config::AudioVaeConfig
• models::voxcpm::config::CfmConfig
• models::voxcpm::config::VoxCPMConfig
• models::voxcpm::config::VoxCPMDitConfig
• models::voxcpm::config::VoxCPMEncoderConfig
• models::voxcpm::config::VoxMiniCPM4Config
• models::voxcpm::config::VoxRopeScalingConfig
• models::voxcpm::generate::VoxCPMGenerate
• models::voxcpm::minicpm4::MiniCPMDecoderLayer
• models::voxcpm::minicpm4::MiniCPMLongRoPE
• models::voxcpm::minicpm4::MiniCPMModel
• models::voxcpm::model::ScalarQuantizationLayer
• models::voxcpm::model::SinusoidalPosEmb
• models::voxcpm::model::TimestepEmbedding
• models::voxcpm::model::UnifiedCFM
• models::voxcpm::model::VoxCPMLocDiT
• models::voxcpm::model::VoxCPMLocEnc
• models::voxcpm::model::VoxCPMModel
• models::voxcpm::tokenizer::SingleChineseTokenizer
• models::voxcpm_refact::generate::VoxCPMGenerateRefact
• models::voxcpm_refact::model::VoxCPMModelRefact
• models::voxcpm_refact::processor::VoxCPMProcessor
• models::w2v_bert_2_0::config::W2VBert2_0Config
• models::w2v_bert_2_0::model::ModelOutput
• models::w2v_bert_2_0::model::W2VBert2_0Model
• models::w2v_bert_2_0::model::Wav2Vec2BertConvolutionModule
• models::w2v_bert_2_0::model::Wav2Vec2BertEncoder
• models::w2v_bert_2_0::model::Wav2Vec2BertEncoderLayer
• models::w2v_bert_2_0::model::Wav2Vec2BertFeatureProjection
• models::w2v_bert_2_0::model::Wav2Vec2BertSelfAttention
• params::chat::ApproximateUserLocation
• params::chat::AudioDataIdParameter
• params::chat::AudioParameters
• params::chat::AudioUrlType
• params::chat::ChatCompletionChoice
• params::chat::ChatCompletionChunkChoice
• params::chat::ChatCompletionChunkResponse
• params::chat::ChatCompletionFunction
• params::chat::ChatCompletionParameters
• params::chat::ChatCompletionParametersBuilder
• params::chat::ChatCompletionResponse
• params::chat::ChatCompletionStreamOptions
• params::chat::ChatCompletionTool
• params::chat::ChatCompletionToolChoiceFunction
• params::chat::ChatCompletionToolChoiceFunctionName
• params::chat::ChatMessageAudioContentPart
• params::chat::ChatMessageImageContentPart
• params::chat::ChatMessageImageUrl
• params::chat::ChatMessageTextContentPart
• params::chat::ChatMessageVideoContentPart
• params::chat::DeltaFunction
• params::chat::DeltaToolCall
• params::chat::Function
• params::chat::ImageUrlType
• params::chat::InputAudioData
• params::chat::JsonSchema
• params::chat::JsonSchemaBuilder
• params::chat::LogProbsContentInfo
• params::chat::LogProps
• params::chat::LogPropsContent
• params::chat::PredictedOutput
• params::chat::PredictedOutputArrayPart
• params::chat::ToolCall
• params::chat::VideoUrlType
• params::chat::WebSearchOptions
• params::chat::WebSearchUserLocation
• params::shared::CompletionTokensDetails
• params::shared::DeletedObject
• params::shared::Headers
• params::shared::InputTokensDetails
• params::shared::LastError
• params::shared::ListParameters
• params::shared::ListResponse
• params::shared::OutputTokensDetails
• params::shared::PromptTokensDetails
• params::shared::ResponseWrapper
• params::shared::SimpleListParameters
• params::shared::Usage
• position_embed::rope::Qwen2_5VLTextRotaryEmbedding
• position_embed::rope::Qwen2_5VisionRotaryEmbedding
• position_embed::rope::Qwen3VLTextRotaryEmbedding
• position_embed::rope::RoPE
• position_embed::sinusoidal_pe::SinusoidalPositionEncoderCat
• tokenizer::TokenizerModel

Enums

• DType
• Device
• models::ModelInstance
• models::common::embedding::NormalizeType
• models::common::gguf::ProjKind
• models::common::model_mapping::WhichModel
• models::common::reranker::RerankerSimilarity
• models::deepseek_ocr::model::DeepseekV2Proj
• models::deepseek_ocr::model::VisionModel
• models::fire_red_vad::processor::VadState
• models::moss_audio_tokenizer_nano::MossAudioTokenizerModule
• models::moss_tts_nano::model::MossTTSMode
• params::chat::AudioFormat
• params::chat::ChatCompletionParametersBuilderError
• params::chat::ChatCompletionResponseFormat
• params::chat::ChatCompletionToolChoice
• params::chat::ChatCompletionToolType
• params::chat::ChatMessage
• params::chat::ChatMessageContent
• params::chat::ChatMessageContentPart
• params::chat::DeltaChatMessage
• params::chat::ImageUrlDetail
• params::chat::JsonSchemaBuilderError
• params::chat::Modality
• params::chat::PredictedOutputContent
• params::chat::PredictedOutputType
• params::chat::UserLocationType
• params::chat::Voice
• params::shared::FinishReason
• params::shared::LastErrorCode
• params::shared::ReasoningEffort
• params::shared::StopToken
• params::shared::WebSearchContextSize
• utils::audio_utils::MelScale
• utils::audio_utils::ResamplingMethod
• utils::tensor_utils::PaddingSide

Traits

• exec::ExecModel
• models::GenerateModel
• models::common::InferenceModel
• models::common::embedding::TextEmbedding
• models::common::generate::GenerationDataProvider
• models::common::reranker::TextRerank

Macros

• impl_generate_model
• reshape_chunk_tensor
• right_pad_zero_tensor
• transmute_tensors

Functions

• chat_template::fix_template
• chat_template::get_template
• models::common::generate::generate_generic
• models::common::generate::generate_generic_text
• models::common::generate::generate_stream_generic
• models::common::generate::generate_stream_generic_text
• models::common::modules::conv1d_depthwise
• models::common::modules::cosine_similarity
• models::common::modules::cosine_similarity_no_l2
• models::common::modules::deform_conv2d_kernel
• models::common::modules::eager_attention_forward
• models::common::modules::float_range_normalize
• models::common::modules::get_batch_norm
• models::common::modules::get_conv1d
• models::common::modules::get_conv2d
• models::common::modules::get_layer_norm
• models::common::modules::get_layer_norm_without_weight
• models::common::modules::l1_normalize
• models::common::modules::l2_normalize
• models::common::modules::log10
• models::common::modules::max_abs_normalize
• models::common::modules::min_max_normalize
• models::common::modules::mish
• models::common::modules::native_conv1d
• models::common::modules::new_gelu
• models::common::modules::pool1d
• models::common::modules::quick_gelu
• models::common::modules::softplus
• models::common::modules::softplus_stable
• models::common::modules::statistics_pooling
• models::common::modules::z_score_normalize
• models::common::sample::get_logit_processor
• models::common::sample::sample_weighted
• models::common::sample::simple_sample
• models::common::sample::use_repeat_penalty
• models::load_gguf_model
• models::load_model
• models::qwen2_5vl::processor::smart_resize
• models::qwen3_asr::config::qwen3asr_text_config2qwen3_config
• models::qwen3_asr::processor::get_feat_extract_output_lengths
• models::qwen3vl::config::qwen3vl_text_config2qwen3_config
• position_embed::rope::apply_multimodel_rotary_pos_emb
• position_embed::rope::apply_rotary_pos_emb
• position_embed::rope::apply_rotary_pos_emb_interleave
• position_embed::rope::apply_rotary_pos_emb_roformer
• position_embed::rope::apply_rotary_pos_emb_vision
• position_embed::rope::compute_default_rope_parameters
• position_embed::rope::get_xd_cos_sin
• position_embed::rope::glm_asr_apply_rotary_pos_emb
• position_embed::rope::glm_ocr_apply_rotary_pos_emb
• position_embed::rope::rotate_half
• position_embed::rope::rotate_half_interleave
• tokenizer::sentencepiece_encode
• tokenizer::sentencepiece_encode_vec
• utils::audio_utils::apply_lfr
• utils::audio_utils::apply_sinc_resample_kernel
• utils::audio_utils::apply_stft
• utils::audio_utils::crate_hamming_window
• utils::audio_utils::crate_kaiser_window
• utils::audio_utils::create_hann_window
• utils::audio_utils::create_povey_window
• utils::audio_utils::create_triangular_filter_bank
• utils::audio_utils::extract_and_save_audio_from_response
• utils::audio_utils::extract_audio_base64_from_response
• utils::audio_utils::extract_audio_url
• utils::audio_utils::extract_audios
• utils::audio_utils::extract_frames
• utils::audio_utils::get_audio_bytes_vec
• utils::audio_utils::get_audio_format_from_bytes
• utils::audio_utils::get_audio_path
• utils::audio_utils::get_audio_wav_u8
• utils::audio_utils::get_sinc_resample_kernel
• utils::audio_utils::get_waveform_and_window_properties
• utils::audio_utils::get_window
• utils::audio_utils::hertz_to_mel
• utils::audio_utils::i0
• utils::audio_utils::inverse_mel_scale
• utils::audio_utils::kaiser_sinc_filter1d
• utils::audio_utils::kaldi_fbank
• utils::audio_utils::kaldi_get_mel_banks
• utils::audio_utils::load_audio_bytes_from_url
• utils::audio_utils::load_audio_from_url
• utils::audio_utils::load_audio_use_hound
• utils::audio_utils::load_audio_use_symphonia
• utils::audio_utils::load_audio_with_resample
• utils::audio_utils::mel_filter_bank
• utils::audio_utils::mel_scale
• utils::audio_utils::mel_to_hertz
• utils::audio_utils::resample
• utils::audio_utils::resample_audio_from_bytes
• utils::audio_utils::resample_audio_from_vec_f32
• utils::audio_utils::resample_simple
• utils::audio_utils::save_audio_from_base64
• utils::audio_utils::save_wav
• utils::audio_utils::save_wav_mono
• utils::audio_utils::sinc
• utils::audio_utils::spectrogram
• utils::audio_utils::split_audio_into_chunks
• utils::audio_utils::stft_audio
• utils::audio_utils::torch_stft
• utils::bucketize
• utils::bytes_to_human
• utils::capitalize_first_letter
• utils::ceil_by_factor
• utils::clean_asr_response
• utils::contains_cjk
• utils::crate_tensor_from_reader
• utils::dir_size
• utils::download_model
• utils::extract_mes
• utils::extract_metadata_value
• utils::extract_user_text
• utils::extract_user_text_vec
• utils::find_type_files
• utils::floor_by_factor
• utils::get_default_save_dir
• utils::get_default_weight_path
• utils::get_device
• utils::get_dtype
• utils::get_file_path
• utils::get_gpu_sm_arch
• utils::get_vb_extension
• utils::get_vb_model_path
• utils::img_utils::crop_img
• utils::img_utils::dynamic_preprocess
• utils::img_utils::extract_image_url
• utils::img_utils::extract_images
• utils::img_utils::find_closest_aspect_ratio
• utils::img_utils::float_tensor_to_dynamic_image
• utils::img_utils::generate_target_ratios_sorted
• utils::img_utils::get_image
• utils::img_utils::img_smart_resize
• utils::img_utils::img_transform
• utils::img_utils::img_transform_with_resize
• utils::img_utils::load_image_from_base64
• utils::img_utils::load_image_from_url
• utils::img_utils::resize_with_edge_padding
• utils::interpolate::compute_1d_coords
• utils::interpolate::interpolate_bicubic
• utils::interpolate::interpolate_bicubic_antialias
• utils::interpolate::interpolate_bicubic_standard
• utils::interpolate::interpolate_bilinear
• utils::interpolate::interpolate_bilinear_antialias
• utils::interpolate::interpolate_bilinear_standard
• utils::interpolate::interpolate_linear_1d
• utils::interpolate::interpolate_nearest_1d
• utils::interpolate::interpolate_nearest_2d
• utils::is_model_downloaded
• utils::load_tensor_from_pt
• utils::map_language_code
• utils::prepare_tts_text
• utils::read_pth_tensor_info_cycle
• utils::response_utils::build_audio_completion_response
• utils::response_utils::build_chunk_response_with_reasoning
• utils::response_utils::build_chunk_response_with_usage
• utils::response_utils::build_completion_chunk_response
• utils::response_utils::build_completion_response
• utils::response_utils::build_completion_response_with_time
• utils::response_utils::build_img_completion_response
• utils::round_by_factor
• utils::string_to_static_str
• utils::tensor_utils::apply_threshold
• utils::tensor_utils::attn_masked_fill
• utils::tensor_utils::bitor_tensor
• utils::tensor_utils::get_eq_indices
• utils::tensor_utils::get_equal_mask
• utils::tensor_utils::get_mask_from_lengths
• utils::tensor_utils::get_not_equal_mask
• utils::tensor_utils::get_vision_next_indices
• utils::tensor_utils::index_select_2d
• utils::tensor_utils::linspace
• utils::tensor_utils::mask_index_add
• utils::tensor_utils::masked_fill_zeros
• utils::tensor_utils::masked_scatter_dim0
• utils::tensor_utils::nonzero
• utils::tensor_utils::nonzero_index
• utils::tensor_utils::nonzero_index_vec
• utils::tensor_utils::nonzero_slice
• utils::tensor_utils::onehot
• utils::tensor_utils::pad_reflect_last_dim
• utils::tensor_utils::pad_replicate_last_dim
• utils::tensor_utils::prepare_causal_attention_mask
• utils::tensor_utils::prepare_mask
• utils::tensor_utils::prod_tensor_last_dim
• utils::tensor_utils::repeat_interleave
• utils::tensor_utils::repeat_kv
• utils::tensor_utils::safe_arg_sort_last_dim
• utils::tensor_utils::sequence_mask
• utils::tensor_utils::split_tensor
• utils::tensor_utils::split_tensor_with_size
• utils::tensor_utils::topk
• utils::tensor_utils::zero_index
• utils::tensor_utils::zero_index_vec
• utils::timestamp
• utils::timestamp_millis
• utils::video_utils::video_smart_resize