List of all items

Structs

• device::DeviceConfig
• ecosystem::EcosystemInfo
• ecosystem::axolotl::AxolotlConfig
• ecosystem::axolotl::Trainer
• ecosystem::axolotl::TrainingConfig
• ecosystem::axolotl::adapters::AdapterApplicationConfig
• ecosystem::axolotl::adapters::AdapterWrapper
• ecosystem::axolotl::config::AxolotlConfig
• ecosystem::axolotl::config::DatasetConfig
• ecosystem::axolotl::config::LoraSettings
• ecosystem::axolotl::config::QuantizationSettings
• ecosystem::axolotl::config::TrainingConfig
• ecosystem::axolotl::dataset::Dataset
• ecosystem::axolotl::dataset::Example
• ecosystem::axolotl::model::AdapterLayers
• ecosystem::axolotl::model::LlamaWrapper
• ecosystem::axolotl::model::LoadedModel
• ecosystem::axolotl::model::ModelInfo
• ecosystem::axolotl::normalization::RmsNormWrapper
• ecosystem::axolotl::optimizer::AdamWOptimizer
• ecosystem::axolotl::optimizer::OptimizerConfig
• ecosystem::axolotl::scheduler::LRScheduler
• ecosystem::axolotl::trainer::StepMetrics
• ecosystem::axolotl::trainer::Trainer
• ecosystem::bitnet::BitLinear
• ecosystem::bitnet::BitNetAdapter
• ecosystem::bitnet::BitNetAdapterConfig
• ecosystem::bitnet::BitNetConfig
• ecosystem::bitnet::QuantizedActivations
• ecosystem::bitnet::TernaryWeight
• ecosystem::bitnet::layer::BitLinear
• ecosystem::bitnet::prelude::BitLinear
• ecosystem::bitnet::prelude::BitNetConfig
• ecosystem::bitnet::quantization::QuantizedActivations
• ecosystem::bitnet::quantization::TernaryWeight
• ecosystem::peft::AdaLoraConfig
• ecosystem::peft::AdaLoraLayer
• ecosystem::peft::AdapterRegistry
• ecosystem::peft::AdapterTrainingConfig
• ecosystem::peft::AdapterTrainingState
• ecosystem::peft::BoftConfig
• ecosystem::peft::BoftLayer
• ecosystem::peft::DoraLayer
• ecosystem::peft::Ia3Config
• ecosystem::peft::Ia3Layer
• ecosystem::peft::LoHaConfig
• ecosystem::peft::LoHaLayer
• ecosystem::peft::LoKrConfig
• ecosystem::peft::LoKrLayer
• ecosystem::peft::LoraConfig
• ecosystem::peft::LoraLayer
• ecosystem::peft::OftConfig
• ecosystem::peft::OftLayer
• ecosystem::peft::PeftModel
• ecosystem::peft::PrefixTuningConfig
• ecosystem::peft::PrefixTuningLayer
• ecosystem::peft::PromptTuningConfig
• ecosystem::peft::PromptTuningLayer
• ecosystem::peft::VeraConfig
• ecosystem::peft::VeraLayer
• ecosystem::peft::adapters::adalora::AdaLoraConfig
• ecosystem::peft::adapters::adalora::AdaLoraLayer
• ecosystem::peft::adapters::boft::BoftConfig
• ecosystem::peft::adapters::boft::BoftLayer
• ecosystem::peft::adapters::ia3::Ia3Config
• ecosystem::peft::adapters::ia3::Ia3Layer
• ecosystem::peft::adapters::loha::LoHaConfig
• ecosystem::peft::adapters::loha::LoHaLayer
• ecosystem::peft::adapters::lokr::LoKrConfig
• ecosystem::peft::adapters::lokr::LoKrLayer
• ecosystem::peft::adapters::lora::DoraLayer
• ecosystem::peft::adapters::lora::LoraConfig
• ecosystem::peft::adapters::lora::LoraLayer
• ecosystem::peft::adapters::oft::OftConfig
• ecosystem::peft::adapters::oft::OftLayer
• ecosystem::peft::adapters::prefix_tuning::PrefixTuningConfig
• ecosystem::peft::adapters::prefix_tuning::PrefixTuningLayer
• ecosystem::peft::adapters::prompt_tuning::PromptTuningConfig
• ecosystem::peft::adapters::prompt_tuning::PromptTuningLayer
• ecosystem::peft::adapters::vera::VeraConfig
• ecosystem::peft::adapters::vera::VeraLayer
• ecosystem::peft::config::BaseAdapterConfig
• ecosystem::peft::model::PeftModel
• ecosystem::peft::registry::AdapterRegistry
• ecosystem::peft::training::AdapterTrainingConfig
• ecosystem::peft::training::AdapterTrainingState
• ecosystem::qlora::ExportConfig
• ecosystem::qlora::PaddingInfo
• ecosystem::qlora::PagedAdamW
• ecosystem::qlora::PagedAdamWState
• ecosystem::qlora::QLoraConfig
• ecosystem::qlora::QLoraLayer
• ecosystem::qlora::QLoraTrainer
• ecosystem::qlora::QLoraTrainingConfig
• ecosystem::qlora::QuantizationConfig
• ecosystem::qlora::QuantizedLinear
• ecosystem::qlora::QuantizedTensor
• ecosystem::qlora::TrainingMetrics
• ecosystem::qlora::export::GgufMetadata
• ecosystem::qlora::formats::ExportConfig
• ecosystem::qlora::native::NativeMetadata
• ecosystem::qlora::qlora::QLoraConfig
• ecosystem::qlora::qlora::QLoraLayer
• ecosystem::qlora::qlora::QuantizedLinear
• ecosystem::qlora::quantization::PaddingInfo
• ecosystem::qlora::quantization::QuantizationConfig
• ecosystem::qlora::quantization::QuantizedTensor
• ecosystem::qlora::training::PagedAdamW
• ecosystem::qlora::training::PagedAdamWState
• ecosystem::qlora::training::QLoraTrainer
• ecosystem::qlora::training::QLoraTrainingConfig
• ecosystem::qlora::training::TrainingMetrics
• ecosystem::trit::PackedTritVec
• ecosystem::trit::SparseVec
• ecosystem::trit::Tryte3
• ecosystem::trit::Word6
• ecosystem::trit::prelude::PackedTritVec
• ecosystem::trit::prelude::SparseVec
• ecosystem::trit::prelude::Tryte3
• ecosystem::trit::prelude::Word6
• ecosystem::tritter::GradientCompressor
• ecosystem::tritter::InferenceConfig
• ecosystem::tritter::InferenceEngine
• ecosystem::tritter::PackedTernary
• ecosystem::tritter::QuantizationResult
• ecosystem::tritter::QuantizeConfig
• ecosystem::tritter::TernaryLayer
• ecosystem::tritter::TernaryMatmulConfig
• ecosystem::tritter::TrainingConfig
• ecosystem::tritter::VsaConfig
• ecosystem::tritter::VsaOps
• ecosystem::tritter::bitnet::BitLinear
• ecosystem::tritter::bitnet::BitNetConfig
• ecosystem::tritter::bitnet::TernaryWeight
• ecosystem::tritter::core::GradientCompressor
• ecosystem::tritter::core::InferenceConfig
• ecosystem::tritter::core::InferenceEngine
• ecosystem::tritter::core::PackedTernary
• ecosystem::tritter::core::QuantizationResult
• ecosystem::tritter::core::QuantizeConfig
• ecosystem::tritter::core::TernaryMatmulConfig
• ecosystem::tritter::core::TrainingConfig
• ecosystem::tritter::core::VsaConfig
• ecosystem::tritter::core::VsaOps
• ecosystem::tritter::core::inference::InferenceConfig
• ecosystem::tritter::core::inference::InferenceEngine
• ecosystem::tritter::core::inference::KVCache
• ecosystem::tritter::core::inference::TernaryLayer
• ecosystem::tritter::core::quantization::QuantizationResult
• ecosystem::tritter::core::quantization::QuantizeConfig
• ecosystem::tritter::core::ternary::PackedTernary
• ecosystem::tritter::core::ternary::TernaryMatmulConfig
• ecosystem::tritter::core::training::CompressedGradient
• ecosystem::tritter::core::training::GradientAccumulator
• ecosystem::tritter::core::training::GradientCompressor
• ecosystem::tritter::core::training::TernaryCompressedGradient
• ecosystem::tritter::core::training::TrainingConfig
• ecosystem::tritter::core::training::mixed_precision::LossScaler
• ecosystem::tritter::core::vsa::VsaConfig
• ecosystem::tritter::core::vsa::VsaOps
• ecosystem::tritter::ternary::PackedTritVec
• ecosystem::tritter::ternary::SparseVec
• ecosystem::tritter::ternary::Tryte3
• ecosystem::tritter::ternary::Word6
• ecosystem::tritter::vsa::CompressionStats
• ecosystem::tritter::vsa::GradientMetadata
• ecosystem::tritter::vsa::VSAConfig
• ecosystem::tritter::vsa::VSAGradientCompressor
• ecosystem::unsloth::kernels::FlashAttentionConfig
• ecosystem::unsloth::kernels::FusedAttention
• ecosystem::unsloth::kernels::FusedAttentionConfig
• ecosystem::unsloth::kernels::RmsNorm
• ecosystem::unsloth::kernels::RotaryEmbedding
• ecosystem::unsloth::kernels::SparsityMetadata
• ecosystem::unsloth::kernels::SwiGLU
• ecosystem::unsloth::kernels::TernaryConfig
• ecosystem::unsloth::kernels::TernaryLinear
• ecosystem::unsloth::kernels::TernaryPlanes
• ecosystem::unsloth::kernels::TernaryTensor
• ecosystem::unsloth::kernels::attention::FusedAttention
• ecosystem::unsloth::kernels::attention::FusedAttentionConfig
• ecosystem::unsloth::kernels::cubecl::FlashAttentionConfig
• ecosystem::unsloth::kernels::cubecl::config::FlashAttentionConfig
• ecosystem::unsloth::kernels::rmsnorm::RmsNorm
• ecosystem::unsloth::kernels::rope::RotaryEmbedding
• ecosystem::unsloth::kernels::swiglu::SwiGLU
• ecosystem::unsloth::kernels::ternary::ModelQuantizationConfig
• ecosystem::unsloth::kernels::ternary::QuantizationStats
• ecosystem::unsloth::kernels::ternary::SparsityMetadata
• ecosystem::unsloth::kernels::ternary::TernaryAttentionConfig
• ecosystem::unsloth::kernels::ternary::TernaryAttentionWeights
• ecosystem::unsloth::kernels::ternary::TernaryConfig
• ecosystem::unsloth::kernels::ternary::TernaryLinear
• ecosystem::unsloth::kernels::ternary::TernaryModel
• ecosystem::unsloth::kernels::ternary::TernaryPlanes
• ecosystem::unsloth::kernels::ternary::TernaryTensor
• ecosystem::unsloth::kernels::ternary::attention::OnlineSoftmaxState
• ecosystem::unsloth::kernels::ternary::attention::TernaryAttentionConfig
• ecosystem::unsloth::kernels::ternary::attention::TernaryAttentionWeights
• ecosystem::unsloth::kernels::ternary::config::TernaryConfig
• ecosystem::unsloth::kernels::ternary::linear::TernaryLinear
• ecosystem::unsloth::kernels::ternary::linear::TernaryLinearBuilder
• ecosystem::unsloth::kernels::ternary::model::ModelQuantizationConfig
• ecosystem::unsloth::kernels::ternary::model::QuantizationStats
• ecosystem::unsloth::kernels::ternary::model::QuantizedLayer
• ecosystem::unsloth::kernels::ternary::model::TernaryModel
• ecosystem::unsloth::kernels::ternary::quantize::QuantizationStats
• ecosystem::unsloth::kernels::ternary::types::SparsityMetadata
• ecosystem::unsloth::kernels::ternary::types::TernaryPlanes
• ecosystem::unsloth::kernels::ternary::types::TernaryTensor
• ecosystem::unsloth::memory::CheckpointConfig
• ecosystem::unsloth::memory::MemoryPool
• ecosystem::unsloth::training::MixedPrecisionConfig
• ecosystem::unsloth::training::TrainingConfig
• ecosystem::vsa_optim::DeterministicPhaseConfig
• ecosystem::vsa_optim::DeterministicPhaseTrainer
• ecosystem::vsa_optim::DeterministicPredictionConfig
• ecosystem::vsa_optim::DeterministicPredictor
• ecosystem::vsa_optim::DeterministicStepInfo
• ecosystem::vsa_optim::DeterministicTrainerStats
• ecosystem::vsa_optim::GradientPredictor
• ecosystem::vsa_optim::PhaseConfig
• ecosystem::vsa_optim::PhaseTrainer
• ecosystem::vsa_optim::PredictionConfig
• ecosystem::vsa_optim::PredictorStatistics
• ecosystem::vsa_optim::TernaryConfig
• ecosystem::vsa_optim::TernaryGradientAccumulator
• ecosystem::vsa_optim::TernaryOptimizerWrapper
• ecosystem::vsa_optim::VSAConfig
• ecosystem::vsa_optim::VSAGradientCompressor
• ecosystem::vsa_optim::config::PhaseConfig
• ecosystem::vsa_optim::config::PredictionConfig
• ecosystem::vsa_optim::config::TernaryConfig
• ecosystem::vsa_optim::config::VSAConfig
• ecosystem::vsa_optim::phase::DeterministicPhaseConfig
• ecosystem::vsa_optim::phase::DeterministicPhaseTrainer
• ecosystem::vsa_optim::phase::DeterministicStepInfo
• ecosystem::vsa_optim::phase::DeterministicTrainerStats
• ecosystem::vsa_optim::phase::PhaseTrainer
• ecosystem::vsa_optim::phase::StepInfo
• ecosystem::vsa_optim::phase::TrainerStats
• ecosystem::vsa_optim::prediction::DeterministicPredictionConfig
• ecosystem::vsa_optim::prediction::DeterministicPredictor
• ecosystem::vsa_optim::prediction::GradientPredictor
• ecosystem::vsa_optim::prediction::PredictorStatistics
• ecosystem::vsa_optim::prediction::PredictorStats
• ecosystem::vsa_optim::ternary::OptimizerStats
• ecosystem::vsa_optim::ternary::TernaryGradientAccumulator
• ecosystem::vsa_optim::ternary::TernaryOptimizerWrapper
• ecosystem::vsa_optim::vsa::CompressionStats
• ecosystem::vsa_optim::vsa::GradientMetadata
• ecosystem::vsa_optim::vsa::VSAGradientCompressor
• facade::FinetuneBuilder
• facade::FinetuneConfig
• facade::QuantizeBuilder
• facade::QuantizeConfig
• facade::RustAI
• facade::RustAIConfig
• facade::RustAIInfo
• facade::TrainBuilder
• facade::TrainConfig
• facade::VsaBuilder
• facade::VsaConfig
• logging::LogConfig
• memory::MemoryTracker

Enums

• dtype::PrecisionMode
• ecosystem::axolotl::AxolotlError
• ecosystem::axolotl::config::AdapterType
• ecosystem::axolotl::config::DatasetFormat
• ecosystem::axolotl::config::LrScheduler
• ecosystem::axolotl::config::QuantType
• ecosystem::axolotl::error::AxolotlError
• ecosystem::axolotl::scheduler::SchedulerType
• ecosystem::bitnet::BitNetError
• ecosystem::bitnet::prelude::BitNetError
• ecosystem::peft::LrSchedule
• ecosystem::peft::ModulePattern
• ecosystem::peft::PeftError
• ecosystem::peft::adapters::lora::LoraInitialization
• ecosystem::peft::adapters::prompt_tuning::PromptInit
• ecosystem::peft::error::PeftError
• ecosystem::peft::model::ModulePattern
• ecosystem::peft::training::LrSchedule
• ecosystem::qlora::ComputeDType
• ecosystem::qlora::ExportFormat
• ecosystem::qlora::QLoraError
• ecosystem::qlora::QuantizationStrategy
• ecosystem::qlora::error::QLoraError
• ecosystem::qlora::formats::ExportFormat
• ecosystem::qlora::quantization::ComputeDType
• ecosystem::qlora::quantization::QuantizationStrategy
• ecosystem::trit::TernaryError
• ecosystem::trit::Trit
• ecosystem::trit::prelude::TernaryError
• ecosystem::trit::prelude::Trit
• ecosystem::tritter::core::inference::DeviceType
• ecosystem::tritter::core::inference::InferenceError
• ecosystem::tritter::core::quantization::QuantizationError
• ecosystem::tritter::core::ternary::TernaryError
• ecosystem::tritter::core::training::TrainingError
• ecosystem::tritter::core::vsa::DevicePreference
• ecosystem::tritter::core::vsa::VsaError
• ecosystem::tritter::ternary::Trit
• ecosystem::unsloth::UnslothError
• ecosystem::unsloth::error::UnslothError
• ecosystem::unsloth::kernels::CalibrationMethod
• ecosystem::unsloth::kernels::ternary::CalibrationMethod
• ecosystem::unsloth::kernels::ternary::config::CalibrationMethodConfig
• ecosystem::unsloth::kernels::ternary::config::ConfigError
• ecosystem::unsloth::kernels::ternary::quantize::CalibrationMethod
• ecosystem::unsloth::memory::DeviceType
• ecosystem::unsloth::training::PrecisionMode
• ecosystem::vsa_optim::DeterministicPhase
• ecosystem::vsa_optim::OptimError
• ecosystem::vsa_optim::TrainingPhase
• ecosystem::vsa_optim::error::OptimError
• ecosystem::vsa_optim::phase::DeterministicPhase
• ecosystem::vsa_optim::phase::TrainingPhase
• error::CoreError
• facade::AdapterType
• facade::QuantizeMethod
• logging::LogLevel

Traits

• dtype::DTypeExt
• ecosystem::peft::Adapter
• ecosystem::peft::AdapterConfig
• ecosystem::peft::Mergeable
• ecosystem::peft::SaveLoad
• ecosystem::peft::Trainable
• ecosystem::peft::io::SaveLoad
• ecosystem::peft::traits::Adapter
• ecosystem::peft::traits::AdapterConfig
• ecosystem::peft::traits::Mergeable
• ecosystem::peft::traits::Trainable
• traits::Dequantize
• traits::GpuDispatchable
• traits::Quantize
• traits::ValidatableConfig

Macros

• log_metric
• logging::debug
• logging::error
• logging::info
• logging::trace
• logging::warn

Functions

• device::get_device
• device::warn_if_cpu
• dtype::bytes_per_element
• dtype::is_floating_point
• ecosystem::axolotl::model::download_model
• ecosystem::axolotl::model::load_model
• ecosystem::axolotl::model::merge_adapter
• ecosystem::bitnet::dequantize_activations
• ecosystem::bitnet::dequantize_weights
• ecosystem::bitnet::kernels::cuda_available
• ecosystem::bitnet::layer::int8_ste
• ecosystem::bitnet::layer::ste_backward
• ecosystem::bitnet::layer::ste_forward
• ecosystem::bitnet::layer::ternary_ste
• ecosystem::bitnet::prelude::quantize_activations
• ecosystem::bitnet::prelude::quantize_weights
• ecosystem::bitnet::quantization::dequantize_activations
• ecosystem::bitnet::quantization::dequantize_weights
• ecosystem::bitnet::quantization::quantize_activations
• ecosystem::bitnet::quantization::quantize_ste
• ecosystem::bitnet::quantization::quantize_weights
• ecosystem::bitnet::quantize_activations
• ecosystem::bitnet::quantize_weights
• ecosystem::peft::count_trainable_parameters
• ecosystem::peft::format_parameter_count
• ecosystem::peft::get_peft_model
• ecosystem::peft::io::load_adapter_config
• ecosystem::peft::io::load_adapter_weights
• ecosystem::peft::io::load_pretrained
• ecosystem::peft::io::save_adapter_config
• ecosystem::peft::io::save_adapter_weights
• ecosystem::peft::io::save_pretrained
• ecosystem::peft::load_adapter_config
• ecosystem::peft::load_adapter_weights
• ecosystem::peft::load_pretrained
• ecosystem::peft::model::get_peft_model
• ecosystem::peft::save_adapter_config
• ecosystem::peft::save_adapter_weights
• ecosystem::peft::save_pretrained
• ecosystem::peft::training::count_trainable_parameters
• ecosystem::peft::training::format_parameter_count
• ecosystem::qlora::cross_entropy_loss
• ecosystem::qlora::dequantize_nf4
• ecosystem::qlora::dequantize_nf4_with_dtype
• ecosystem::qlora::export::export_gguf
• ecosystem::qlora::export::merge_and_export_gguf
• ecosystem::qlora::export_model
• ecosystem::qlora::export_native_format
• ecosystem::qlora::formats::export_gguf
• ecosystem::qlora::formats::export_model
• ecosystem::qlora::formats::export_native_format
• ecosystem::qlora::native::export_native
• ecosystem::qlora::pad_for_quantization
• ecosystem::qlora::pad_for_quantization_with_info
• ecosystem::qlora::quantization::dequantize_nf4
• ecosystem::qlora::quantization::dequantize_nf4_with_dtype
• ecosystem::qlora::quantization::pad_for_quantization
• ecosystem::qlora::quantization::pad_for_quantization_with_info
• ecosystem::qlora::quantization::quantize_nf4
• ecosystem::qlora::quantization::quantize_nf4_with_config
• ecosystem::qlora::quantization::unpad_tensor
• ecosystem::qlora::quantize_nf4
• ecosystem::qlora::training::cross_entropy_loss
• ecosystem::qlora::unpad_tensor
• ecosystem::trit::arithmetic::add_ternary
• ecosystem::trit::arithmetic::compare_ternary
• ecosystem::trit::arithmetic::from_balanced_ternary
• ecosystem::trit::arithmetic::int_to_tryte
• ecosystem::trit::arithmetic::int_to_word
• ecosystem::trit::arithmetic::is_valid_trit
• ecosystem::trit::arithmetic::is_valid_tryte
• ecosystem::trit::arithmetic::is_valid_word
• ecosystem::trit::arithmetic::multiply_ternary
• ecosystem::trit::arithmetic::negate_ternary
• ecosystem::trit::arithmetic::to_balanced_ternary
• ecosystem::trit::arithmetic::tryte_to_int
• ecosystem::trit::arithmetic::word_to_int
• ecosystem::trit::prelude::bind
• ecosystem::trit::prelude::bundle
• ecosystem::trit::prelude::cosine_similarity
• ecosystem::trit::prelude::from_balanced_ternary
• ecosystem::trit::prelude::hamming_distance
• ecosystem::trit::prelude::to_balanced_ternary
• ecosystem::trit::simd::simd_available
• ecosystem::trit::simd::simd_dot
• ecosystem::trit::simd::simd_impl_name
• ecosystem::trit::simd::simd_popcount_total
• ecosystem::trit::vsa::bind
• ecosystem::trit::vsa::bind_many
• ecosystem::trit::vsa::bundle
• ecosystem::trit::vsa::bundle_many
• ecosystem::trit::vsa::cosine_similarity
• ecosystem::trit::vsa::cosine_similarity_sparse
• ecosystem::trit::vsa::hamming_distance
• ecosystem::trit::vsa::hamming_similarity
• ecosystem::trit::vsa::majority_trit
• ecosystem::trit::vsa::unbind
• ecosystem::tritter::bitnet::dequantize_weights
• ecosystem::tritter::bitnet::quantize_weights
• ecosystem::tritter::core::quantization::dequantize
• ecosystem::tritter::core::quantization::quantize_absmax
• ecosystem::tritter::core::quantization::quantize_absmean
• ecosystem::tritter::core::quantization::quantize_activations
• ecosystem::tritter::core::ternary::dot
• ecosystem::tritter::core::ternary::matmul
• ecosystem::tritter::core::training::mixed_precision::bf16_to_f32
• ecosystem::tritter::core::training::mixed_precision::convert_from_bf16
• ecosystem::tritter::core::training::mixed_precision::convert_to_bf16
• ecosystem::tritter::core::training::mixed_precision::f32_to_bf16
• ecosystem::tritter::core::training::mixed_precision::has_nan_or_inf
• ecosystem::tritter::core::training::mixed_precision::safe_clip
• ecosystem::tritter::quantize_absmax
• ecosystem::tritter::quantize_absmean
• ecosystem::tritter::ternary::bind
• ecosystem::tritter::ternary::bundle
• ecosystem::tritter::ternary::cosine_similarity
• ecosystem::tritter::ternary::unbind
• ecosystem::tritter::ternary_matmul_rust
• ecosystem::unsloth::kernels::attention_cubecl::estimate_flash_attention_vram
• ecosystem::unsloth::kernels::attention_cubecl::flash_attention_cubecl
• ecosystem::unsloth::kernels::attention_cubecl::has_cubecl_support
• ecosystem::unsloth::kernels::cubecl::candle_to_cubecl_handle
• ecosystem::unsloth::kernels::cubecl::cubecl_bytes_to_u32_plane
• ecosystem::unsloth::kernels::cubecl::cubecl_to_candle_tensor
• ecosystem::unsloth::kernels::cubecl::flash_attention_kernel
• ecosystem::unsloth::kernels::cubecl::has_cubecl_cuda_support
• ecosystem::unsloth::kernels::cubecl::interop::allocate_output_buffer
• ecosystem::unsloth::kernels::cubecl::interop::candle_to_cubecl_handle
• ecosystem::unsloth::kernels::cubecl::interop::create_sparsity_bitmap_for_tensor
• ecosystem::unsloth::kernels::cubecl::interop::cubecl_bytes_to_u32_plane
• ecosystem::unsloth::kernels::cubecl::interop::cubecl_to_candle_tensor
• ecosystem::unsloth::kernels::cubecl::interop::cubecl_to_u32_candle_tensor
• ecosystem::unsloth::kernels::cubecl::interop::has_cubecl_cuda_support
• ecosystem::unsloth::kernels::cubecl::interop::sparsity_metadata_to_cubecl_bytes
• ecosystem::unsloth::kernels::cubecl::interop::ternary_tensor_to_cubecl_handles
• ecosystem::unsloth::kernels::cubecl::interop::u32_planes_to_cubecl_bytes
• ecosystem::unsloth::kernels::cubecl::interop::u32_tensor_to_cubecl_handle
• ecosystem::unsloth::kernels::cubecl::kernel::flash_attention_kernel
• ecosystem::unsloth::kernels::cubecl::ternary_tensor_to_cubecl_handles
• ecosystem::unsloth::kernels::cubecl::u32_planes_to_cubecl_bytes
• ecosystem::unsloth::kernels::flash_attention_cubecl
• ecosystem::unsloth::kernels::flash_attention_kernel
• ecosystem::unsloth::kernels::has_cubecl_support
• ecosystem::unsloth::kernels::ternary::attention::apply_causal_mask_to_planes
• ecosystem::unsloth::kernels::ternary::attention::should_use_ternary_attention
• ecosystem::unsloth::kernels::ternary::attention::ternary_attention_cpu
• ecosystem::unsloth::kernels::ternary::attention::ternary_attention_score
• ecosystem::unsloth::kernels::ternary::linear::convert_linear
• ecosystem::unsloth::kernels::ternary::linear::convert_linear_with_config
• ecosystem::unsloth::kernels::ternary::matmul::ternary_matmul
• ecosystem::unsloth::kernels::ternary::matmul::ternary_matmul_cpu
• ecosystem::unsloth::kernels::ternary::matmul::ternary_matmul_cpu_packed
• ecosystem::unsloth::kernels::ternary::model::quantize_linear_layer
• ecosystem::unsloth::kernels::ternary::model::quantize_weights_collection
• ecosystem::unsloth::kernels::ternary::quantize::dequantize_tensor
• ecosystem::unsloth::kernels::ternary::quantize::quantize_linear_weights
• ecosystem::unsloth::kernels::ternary::quantize::quantize_tensor
• ecosystem::unsloth::kernels::ternary::quantize_linear_layer
• ecosystem::unsloth::kernels::ternary::quantize_tensor
• ecosystem::unsloth::kernels::ternary::quantize_weights_collection
• ecosystem::unsloth::kernels::ternary::should_use_ternary_attention
• ecosystem::unsloth::kernels::ternary::ternary_attention_cpu
• ecosystem::unsloth::kernels::ternary::ternary_matmul
• ecosystem::unsloth::kernels::ternary::ternary_matmul_cpu
• ecosystem::unsloth::memory::estimate_attention_vram
• ecosystem::unsloth::memory::estimate_forward_memory
• ecosystem::unsloth::memory::format_bytes
• ecosystem::unsloth::training::compute_gradient_checkpointed
• ecosystem::unsloth::training::convert_precision
• ecosystem::unsloth::training::has_inf_or_nan
• ecosystem::unsloth::training::scale_gradients
• ecosystem::unsloth::training::scale_loss
• ecosystem::unsloth::training::unscale_gradients
• ecosystem::unsloth::training::update_loss_scale
• ecosystem::vsa_optim::ternary::calculate_memory_savings
• ecosystem::vsa_optim::ternary::ternary_quantize_deterministic
• ecosystem::vsa_optim::ternary::ternary_quantize_stochastic
• ecosystem::vsa_optim::ternary::ternary_quantize_stochastic_packed
• ecosystem::vsa_optim::vsa::hyperdimensional_bind
• ecosystem::vsa_optim::vsa::hyperdimensional_bind_ternary
• ecosystem::vsa_optim::vsa::hyperdimensional_bundle
• ecosystem::vsa_optim::vsa::hyperdimensional_bundle_ternary
• ecosystem::vsa_optim::vsa::ternary_dequantize_packed
• ecosystem::vsa_optim::vsa::ternary_quantize
• ecosystem::vsa_optim::vsa::ternary_quantize_packed
• logging::init_logging
• logging::log_memory_usage
• logging::log_training_step
• memory::estimate_attention_memory
• memory::estimate_tensor_bytes

Type Aliases

• ecosystem::axolotl::Result
• ecosystem::axolotl::error::Result
• ecosystem::bitnet::Result
• ecosystem::bitnet::prelude::Result
• ecosystem::peft::Result
• ecosystem::peft::error::Result
• ecosystem::qlora::Result
• ecosystem::qlora::error::Result
• ecosystem::trit::Result
• ecosystem::trit::prelude::Result
• ecosystem::unsloth::Result
• ecosystem::unsloth::error::Result
• ecosystem::vsa_optim::Result
• ecosystem::vsa_optim::error::Result
• error::Result

Constants

• VERSION
• ecosystem::peft::ADAPTER_CONFIG_FILENAME
• ecosystem::peft::ADAPTER_WEIGHTS_FILENAME
• ecosystem::peft::io::ADAPTER_CONFIG_FILENAME
• ecosystem::peft::io::ADAPTER_WEIGHTS_FILENAME
• ecosystem::qlora::quantization::NF4_LEVELS
• ecosystem::trit::TRYTE3_MAX
• ecosystem::trit::TRYTE3_MIN
• ecosystem::trit::WORD6_MAX
• ecosystem::trit::WORD6_MIN
• memory::DEFAULT_OVERHEAD_FACTOR