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_read_vocab ToySample
absolute_cflags Toy::FFIManifest
#act Toy::FFN
#active Toy::RunBundle
adam_step TinyNN
adam_step TinyNNCuda
#adam_step_block TransformerLM
#adam_step_mat TransformerLM
#adam_step_vec TransformerLM
add TinyNN
add TinyNNCuda
#add! Mat
add_bias! Toy
#add_bias! GPT2LM
#add_bos Tokenizer
#add_bos_by_default Arch
#add_hyper Toy::Card
#add_input Toy::Card
#add_output Toy::Card
#add_param Toy::Card
#add_param_extra Toy::Card
add_provenance Toy::Events
#algorithm Toy::CausalSelfAttention
#algorithm Toy::FFN
#algorithm Toy::SwiGLU
#algorithm Toy::RoPE
#algorithm Toy::GQAttention
#algorithm Toy::GPT2Block
#algorithm Toy::GPT2
#algorithm Toy::SmolLM2Block
#algorithm Toy::SmolLM2
#algorithm_card Toy::LayerNorm
#algorithm_card Toy::CausalSelfAttention
#algorithm_card Toy::FFN
#algorithm_card Toy::RMSNorm
#algorithm_card Toy::SwiGLU
#algorithm_card Toy::RoPE
#algorithm_card Toy::GQAttention
#algorithm_card Toy::GPT2Block
#algorithm_card Toy::GPT2
#algorithm_card Toy::SmolLM2Block
#algorithm_card Toy::SmolLM2
#algorithm_card_full Toy::GPT2
#algorithm_card_full Toy::SmolLM2
#algos_path Toy::Core::Config
#all_digits? Top Level Namespace
alloc_1d_i32 TinyNN
alloc_1d_i32 TinyNNCuda
alloc_2d TinyNN
alloc_2d TinyNNCuda
#alloc_2d_w SmolLM2KVFFICache
#alloc_2d_w SmolLM2KVFFICacheCuda
#alloc_2d_w SmolLM2KVFFICacheMetal
#alloc_full_finetune_f32_weights! Toy::LLM::Blocks::TransformerBlock
#alloc_globals_trainable_f32! Toy::LLM::Archs::LlamaArch
#alloc_q8_typed_from_gguf! Toy::LLM::Blocks::TransformerBlock
#alloc_trainable_f32_weights! Toy::LLM::Blocks::TransformerBlock
#alloc_w1 Toy::LLM::Engine::GPT2SeqEngine
#alloc_w1 Toy::LLM::Engine::GPT2SeqEngineCuda
#alloc_w1 Toy::LLM::Engine::GPT2SeqEngineMetal
#alloc_w2 Toy::LLM::Engine::GPT2SeqEngine
#alloc_w2 Toy::LLM::Engine::GPT2SeqEngineCuda
#alloc_w2 Toy::LLM::Engine::GPT2SeqEngineMetal
#api_gen_id Top Level Namespace
#api_generate_ids Top Level Namespace
#api_now_unix Top Level Namespace
apply ToyChatTemplate
apply_2d Toy::LLM::Primitives::RoPE
#apply_causal_mask! GPT2LM
#apply_causal_mask! TransformerLM
#apply_gradients_adam TransformerLM
#apply_gradients_sgd TransformerLM
#apply_seq_cfg! Toy::LLM::Engine::LlamaSeqEngine
#apply_seq_cfg! Toy::LLM::Engine::LlamaSeqEngineCuda
#apply_seq_cfg! Toy::LLM::Engine::LlamaSeqEngineMetal
#arch ToyLM
#arch ToyLMCuda
#arch ToyLMMetal
arch_prefix Toy::Core::ModelScan
argmax Sampler
array_length Toy::Core::ModelScan
#at LRSchedule
#attend Toy::GQAttention
attention Toy::LLM::Primitives::GQA
#attn Toy::GPT2Block
#attn Toy::SmolLM2Block
#attn HeadCache
#attn_cache LayerCache
#attn_factor Toy::RopeScaling
#attn_factor Toy::LLM::Primitives::RoPE::Cfg
#attn_softcap SmolLM2KVFFICache
#attn_softcap GGUFLoad::SmolLM2Flags
#attn_softcap SmolLM2KVFFICacheCuda
#attn_softcap SmolLM2KVFFICacheMetal
#b Toy::Linear
#b1 Toy::FFN
#b2 Toy::FFN
#b_ff1 GPT2Block
#b_ff2 GPT2Block
#b_k Toy::CausalSelfAttention
#b_k Toy::GQAttention
#b_k GPT2Block
#b_o Toy::CausalSelfAttention
#b_o GPT2Block
#b_q Toy::CausalSelfAttention
#b_q Toy::GQAttention
#b_q GPT2Block
#b_v Toy::CausalSelfAttention
#b_v Toy::GQAttention
#b_v GPT2Block
#backend ToyLM
#backward TransformerLM
#base Toy::LLM::Primitives::RoPE::Cfg
#batch Toy::LLM::TrainingBatch
#batch_count DataLoader
#batch_end DataLoader
#batch_size DataLoader
#batch_start DataLoader
#bc1 AdamState
#bc2 AdamState
#beta Toy::LayerNorm
#beta1 Toy::AdamW
#beta1 Adam
#beta1 Toy::Trainer
#beta2 Toy::AdamW
#beta2 Adam
#beta2 Toy::Trainer
#beta_fast Toy::RopeScaling
#beta_fast Toy::LLM::Primitives::RoPE::Cfg
#beta_slow Toy::RopeScaling
#beta_slow Toy::LLM::Primitives::RoPE::Cfg
#bias_correct Toy::AdamW
#blocks Gradients
#blocks TransformerLM
#blocks Toy::LLM::Engine::ViTTinyEngine
#blocks_ffi FullForwardFFICache
#blocks_ffi FullForwardFFICacheCuda
#bos_id Arch
#bos_id Tokenizer
bpe_merge GPT2BPE
bpe_one_group_into GPT2BPE
build Toy::LLM::Primitives::RMSNorm
#build! Toy::LLM::Recipes::WarmStart
#build! Toy::LLM::Recipes::WarmStartCuda
#build! Toy::LLM::Recipes::WarmStartMetal
build_add TinyNN
build_add TinyNNCuda
#build_and_realize! Toy::LLM::Engine::LlamaSeqEngine
#build_and_realize! Toy::LLM::Engine::LlamaSeqEngineCuda
#build_and_realize! Toy::LLM::Engine::LlamaSeqEngineMetal
#build_attention_head FullForwardFFICache
#build_attention_head FullForwardFFICacheCuda
#build_attention_head GPT2FullForwardFFICache
#build_attention_head GPT2FullForwardFFICacheCuda
#build_attention_head GPT2FullForwardFFICacheMetal
#build_attention_head_step GPT2KVFFICache
#build_attention_head_step GPT2KVFFICacheCuda
#build_attention_head_step GPT2KVFFICacheMetal
#build_attention_qhead_step SmolLM2KVFFICache
#build_attention_qhead_step SmolLM2KVFFICacheCuda
#build_attention_qhead_step SmolLM2KVFFICacheMetal
#build_block FullForwardFFICache
#build_block FullForwardFFICacheCuda
#build_block GPT2FullForwardFFICache
#build_block GPT2FullForwardFFICacheCuda
#build_block GPT2FullForwardFFICacheMetal
#build_block_step GPT2KVFFICache
#build_block_step SmolLM2KVFFICache
#build_block_step GPT2KVFFICacheCuda
#build_block_step GPT2KVFFICacheMetal
#build_block_step SmolLM2KVFFICacheCuda
#build_block_step SmolLM2KVFFICacheMetal
#build_byte_tables Tokenizer
#build_decode_step GPT2KVFFICache
#build_decode_step SmolLM2KVFFICache
#build_decode_step GPT2KVFFICacheCuda
#build_decode_step GPT2KVFFICacheMetal
#build_decode_step SmolLM2KVFFICacheCuda
#build_decode_step SmolLM2KVFFICacheMetal
build_entry Toy::Core::ModelScan
#build_forward Toy::LLM::Archs::LlamaArch
#build_forward Toy::LLM::Blocks::TransformerBlock
#build_forward! Toy::LLM::Engine::GPT2SeqEngine
#build_forward! Toy::LLM::Engine::GPT2SeqEngineCuda
#build_forward! Toy::LLM::Engine::GPT2SeqEngineMetal
#build_forward_in_current_ctx Toy::LLM::Engine::ViTTinyEngine
#build_forward_in_current_ctx Toy::LLM::Engine::LlamaSeqEngine
#build_forward_in_current_ctx Toy::LLM::Engine::LlamaSeqEngineCuda
#build_forward_in_current_ctx Toy::LLM::Engine::LlamaSeqEngineMetal
build_fused_into_write_session ToyGGUFFuser
build_gelu TinyNN
build_gelu TinyNNCuda
build_index ToyDescribeFlow
build_lens_folded_into_write_session ToyGGUFFuser
build_matmul TinyNN
build_matmul TinyNNCuda
#build_moe_ffn SmolLM2KVFFICache
#build_moe_ffn SmolLM2KVFFICacheCuda
#build_moe_ffn SmolLM2KVFFICacheMetal
build_punct_mask GPT2BPE
build_rms_norm TinyNN
build_rms_norm TinyNNCuda
build_scale TinyNN
build_scale TinyNNCuda
build_softmax TinyNN
build_softmax TinyNNCuda
#build_train_step! Toy::LLM::Engine::GPT2SeqEngine
#build_train_step! Toy::LLM::Engine::GPT2SeqEngineCuda
#build_train_step! Toy::LLM::Engine::GPT2SeqEngineMetal
#build_training_step Toy::LLM::Engine::ViTTinyEngine
#build_training_step Toy::LLM::Engine::LlamaSeqEngine
#build_training_step Toy::LLM::Engine::LlamaSeqEngineCuda
#build_training_step Toy::LLM::Engine::LlamaSeqEngineMetal
#build_vit_block Toy::LLM::Engine::ViTTinyEngine
#byte_chars GPT2BPETables
#cache AttnResult
#cache FFResult
#cache BlockResult
#cache TransformerLM
card ToyDescribeFlow
causal_mask! Toy
#cb_classes Toy::LLM::ClassifyBatch
#cb_n_patches Toy::LLM::ClassifyBatch
#cb_patch_flat Toy::LLM::ClassifyBatch
#cfg Toy::GPT2
#cfg Toy::SmolLM2
#cfg State
#cfg Toy::LLM::Engine::ViTTinyEngine
cflags Toy::MRI
#char_bytes GPT2BPETables
classify_path ModelIndex
classify_path Toy::Core::ModelScan
#cls_idx Toy::LLM::ClassifyBatch
compute TinyNN
compute TinyNNCuda
compute_llama3_freq_factors Toy::RopeScaling
#concat AttnCache
#config Toy::RunLog
#const_mat Toy::LLM::Engine::GPT2SeqEngine
#const_mat Toy::LLM::Engine::GPT2SeqEngineCuda
#const_mat Toy::LLM::Engine::GPT2SeqEngineMetal
constant ToyLR
#context Toy::LLM::TrainingBatch
#context_length GPT2LM
#context_length GPT2Config
#context_length TransformerLM
#context_length GPT2KVFFICache
#context_length GPT2KVFFICacheCuda
#context_length GPT2KVFFICacheMetal
copy_heads_concat ToyGGUFFuser
#copy_q8_bytes_from_gguf! Toy::LLM::Blocks::TransformerBlock
copy_verbatim ToyGGUFFuser
corpus_freq ToyTokenDrift
#cos_tbl Toy::RoPE
cosine ToyLR
cp_to_utf8 Tokenizer
cross_entropy_grad TinyNN
cross_entropy_grad TinyNNCuda
#cross_entropy_grad TransformerLM
#ctx Toy::GPT2Config
#ctx Toy::SmolLM2Config
#d Toy::LayerNorm
#d Toy::Embedding
#d Toy::RMSNorm
#d_ff Toy::FFN
#d_ff Toy::SwiGLU
#d_ff FFNFFICache
#d_ff FullForwardFFICache
#d_ff Arch
#d_ff GPT2LM
#d_ff GPT2Config
#d_ff ViTTinyConfig
#d_ff FFNFFICacheCuda
#d_ff FullForwardFFICacheCuda
#d_ff Toy::GPT2Config
#d_ff FFNFFICacheMetal
#d_ff Toy::SmolLM2Config
#d_ff TransformerLM
#d_ff GPT2KVFFICache
#d_ff GPT2FullForwardFFICache
#d_ff SmolLM2KVFFICache
#d_ff GPT2KVFFICacheCuda
#d_ff GPT2FullForwardFFICacheCuda
#d_ff GPT2KVFFICacheMetal
#d_ff SmolLM2KVFFICacheCuda
#d_ff GPT2FullForwardFFICacheMetal
#d_ff SmolLM2KVFFICacheMetal
#d_head Toy::CausalSelfAttention
#d_head Toy::RoPE
#d_head Toy::GQAttention
#d_head FullForwardFFICache
#d_head Arch
#d_head GPT2LM
#d_head ViTTinyConfig
#d_head FullForwardFFICacheCuda
#d_head TransformerLM
#d_head Toy::LLM::Primitives::RoPE::Cfg
#d_head GPT2KVFFICache
#d_head GPT2FullForwardFFICache
#d_head SmolLM2KVFFICache
#d_head GPT2KVFFICacheCuda
#d_head GPT2FullForwardFFICacheCuda
#d_head GPT2KVFFICacheMetal
#d_head SmolLM2KVFFICacheCuda
#d_head GPT2FullForwardFFICacheMetal
#d_head SmolLM2KVFFICacheMetal
#d_model Toy::CausalSelfAttention
#d_model Toy::FFN
#d_model Toy::SwiGLU
#d_model Toy::GQAttention
#d_model FFNFFICache
#d_model FullForwardFFICache
#d_model Arch
#d_model GPT2LM
#d_model GPT2Config
#d_model ViTTinyConfig
#d_model FFNFFICacheCuda
#d_model FullForwardFFICacheCuda
#d_model Toy::GPT2Config
#d_model FFNFFICacheMetal
#d_model Toy::SmolLM2Config
#d_model TransformerLM
#d_model GPT2KVFFICache
#d_model GPT2FullForwardFFICache
#d_model SmolLM2KVFFICache
#d_model GPT2KVFFICacheCuda
#d_model GPT2FullForwardFFICacheCuda
#d_model GPT2KVFFICacheMetal
#d_model SmolLM2KVFFICacheCuda
#d_model GPT2FullForwardFFICacheMetal
#d_model SmolLM2KVFFICacheMetal
declarations Toy::MRI
decode GPT2BPE
#decode Tokenizer
#decode_spm Tokenizer
#decode_step ToyLM
decode_step GPT2KV
decode_step SmolLM2KV
#decode_step ToyLMCuda
#decode_step ToyLMMetal
decode_step GPT2KVCuda
decode_step GPT2KVMetal
decode_step SmolLM2KVCuda
decode_step SmolLM2KVMetal
#decode_step_with_logprobs ToyLM
default_sources ModelIndex
default_sources Toy::Core::ModelScan
detect_family ToyChatTemplate
detect_smollm2_flags GGUFLoad
detect_weight_type GGUFLoad
detokenize ToySample
#dir Toy::RunLog
#dlogits LossResult
#donor_d_in Toy::SmolLM2Config
donor_embed_width Toy::LLM::Recipes::WarmStart
donor_embed_width Toy::LLM::Recipes::WarmStartCuda
donor_embed_width Toy::LLM::Recipes::WarmStartMetal
download_matmul TinyNN
download_matmul TinyNNCuda
download_matmul TinyNNMetal
download_row_major TinyNN
download_row_major TinyNNCuda
download_row_major TinyNNMetal
download_to_mat TinyNN
download_to_mat TinyNNMetal
dtype_name ToyDescribeFlow
#dump_trace SmolLM2KVFFICache
#dump_trace SmolLM2KVFFICacheCuda
#dump_trace SmolLM2KVFFICacheMetal
#embed GPT2LM
#embed TransformerLM
embed_back TinyNN
embed_back TinyNNCuda
#embed_backward TransformerLM
embed_lookup TinyNN
embed_lookup TinyNNCuda
#embed_lookup ToyLM
#embed_scale Arch
#embed_scale SmolLM2KVFFICache
#embed_scale GGUFLoad::SmolLM2Flags
#embed_scale SmolLM2KVFFICacheCuda
#embed_scale SmolLM2KVFFICacheMetal
emit ToyTap
emit_cka ToyTap
emit_drift_event ToyDriftGrad
emit_event ToySample
emit_flow_json ToyDescribeFlow
emit_grad_event ToyDriftGrad
emit_one ToyDescribeFlow
emit_per_token ToyTokenDrift
#enable_flash_attn! SmolLM2KVFFICache
#enable_flash_attn! SmolLM2KVFFICacheCuda
#enable_flash_attn! SmolLM2KVFFICacheMetal
#enable_full_finetune! Toy::LLM::Engine::LlamaSeqEngine
#enable_full_finetune! Toy::LLM::Engine::LlamaSeqEngineCuda
#enable_full_finetune! Toy::LLM::Engine::LlamaSeqEngineMetal
#enable_full_finetune_embeddings! Toy::LLM::Engine::LlamaSeqEngine
#enable_full_finetune_embeddings! Toy::LLM::Engine::LlamaSeqEngineCuda
#enable_full_finetune_embeddings! Toy::LLM::Engine::LlamaSeqEngineMetal
#enable_kv_q8! SmolLM2KVFFICache
#enable_kv_q8! SmolLM2KVFFICacheCuda
#enable_kv_q8! SmolLM2KVFFICacheMetal
#enable_lora_q! SmolLM2KVFFICache
#enable_lora_q! Toy::LLM::Engine::LlamaSeqEngine
#enable_lora_q! SmolLM2KVFFICacheCuda
#enable_lora_q! SmolLM2KVFFICacheMetal
#enable_lora_q! Toy::LLM::Engine::LlamaSeqEngineCuda
#enable_lora_q! Toy::LLM::Engine::LlamaSeqEngineMetal
#enable_lora_q_adamw! SmolLM2KVFFICache
#enable_lora_q_adamw! Toy::LLM::Engine::LlamaSeqEngine
#enable_lora_q_adamw! SmolLM2KVFFICacheCuda
#enable_lora_q_adamw! SmolLM2KVFFICacheMetal
#enable_lora_q_adamw! Toy::LLM::Engine::LlamaSeqEngineCuda
#enable_lora_q_adamw! Toy::LLM::Engine::LlamaSeqEngineMetal
#enable_moe! SmolLM2KVFFICache
#enable_moe! SmolLM2KVFFICacheCuda
#enable_moe! SmolLM2KVFFICacheMetal
#enable_qkv_bias! Toy::GQAttention
#enable_trace! SmolLM2KVFFICache
#enable_trace! SmolLM2KVFFICacheCuda
#enable_trace! SmolLM2KVFFICacheMetal
#enable_untied_output! Toy::SmolLM2
encode GPT2BPE
#encode Tokenizer
#encode_spm Tokenizer
#encode_spm_unigram Tokenizer
ensure_built Toy::Core::ToyRoot
#eos_id Arch
#eos_id Tokenizer
#eps Toy::LayerNorm
#eps Toy::RMSNorm
#eps Toy::AdamW
#eps Adam
#eps Toy::Trainer
estimate_params ModelIndex
estimate_params Toy::Core::ModelScan
#events_path Toy::RunBundle
#expert_gating Arch
#expr_str Toy::Step
#ext_factor Toy::RopeScaling
#ext_factor Toy::LLM::Primitives::RoPE::Cfg
#factor Toy::RopeScaling
#family Arch
#family Toy::Card
#family ModelEntry
#family Toy::Core::ModelEntry
#feed_forward GPT2LM
#feed_forward TransformerLM
#feed_forward_backward TransformerLM
#feed_forward_ffi TransformerLM
#ff_cache LayerCache
#ffn Toy::GPT2Block
#ffn Toy::SmolLM2Block
#ffn_bias Arch
#ffn_ffi_caches TransformerLM
#ffn_kind Arch
ffn_pipeline TinyNN
ffn_pipeline TinyNNCuda
fiddle_type Toy::MRI
#fill! Toy::LLM::ClassifyBatch
#fill! Toy::LLM::TrainingBatch
#fill_fixed_target! Toy::LLM::TrainingBatch
#fill_random Mat
#fill_random_all Block
#fill_zero Mat
#fill_zero Block
#fill_zero Gradients
#final_loss Toy::RunLog
#final_norm Toy::GPT2
#final_norm Toy::SmolLM2
#final_softcap SmolLM2KVFFICache
#final_softcap GGUFLoad::SmolLM2Flags
#final_softcap SmolLM2KVFFICacheCuda
#final_softcap SmolLM2KVFFICacheMetal
#finalize_weights_and_upload_constants! Toy::LLM::Engine::LlamaSeqEngine
#finalize_weights_and_upload_constants! Toy::LLM::Engine::LlamaSeqEngineCuda
#finalize_weights_and_upload_constants! Toy::LLM::Engine::LlamaSeqEngineMetal
find_ggufs ModelIndex
find_ggufs Toy::Core::ModelScan
find_index GGUFLoad
fixed_target Toy::Labels
flag_role ToyDescribeFlow
#flat Mat
fmt_count Toy
for_from_scratch Toy::AdamW
for_lora Toy::AdamW
#forward Toy::LayerNorm
#forward Toy::Linear
#forward Toy::CausalSelfAttention
#forward Toy::FFN
#forward Toy::RMSNorm
#forward Toy::SwiGLU
#forward Toy::GQAttention
#forward GPT2LM
#forward Toy::GPT2Block
#forward Toy::GPT2
#forward Toy::SmolLM2Block
#forward Toy::SmolLM2
#forward TransformerLM
forward GPT2FFI
#forward Toy::LLM::Engine::LlamaSeqEngine
forward GPT2FFICuda
forward GPT2FFIMetal
#forward Toy::LLM::Engine::LlamaSeqEngineCuda
#forward Toy::LLM::Engine::LlamaSeqEngineMetal
#freq_scale Toy::RopeScaling
#freq_scale Toy::LLM::Primitives::RoPE::Cfg
from_gguf Arch
from_gguf Tokenizer
from_scratch_recipe Toy::Device
#fs_cache Toy::LLM::Recipes::FromScratch
#fs_cache Toy::LLM::Recipes::FromScratchCuda
#fs_cache Toy::LLM::Recipes::FromScratchMetal
#fs_step_index Toy::LLM::Recipes::FromScratch
#fs_step_index Toy::LLM::Recipes::FromScratchCuda
#fs_step_index Toy::LLM::Recipes::FromScratchMetal
#fs_t_hp Toy::LLM::Recipes::FromScratch
#fs_t_hp Toy::LLM::Recipes::FromScratchCuda
#fs_t_hp Toy::LLM::Recipes::FromScratchMetal
#fs_t_labels Toy::LLM::Recipes::FromScratch
#fs_t_labels Toy::LLM::Recipes::FromScratchCuda
#fs_t_labels Toy::LLM::Recipes::FromScratchMetal
#fs_t_loss Toy::LLM::Recipes::FromScratch
#fs_t_loss Toy::LLM::Recipes::FromScratchCuda
#fs_t_loss Toy::LLM::Recipes::FromScratchMetal
#ft_add_1d Toy::LLM::Engine::ViTTinyEngine
#ft_add_1d Toy::LLM::Engine::LlamaSeqEngine
#ft_add_1d Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_add_1d Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_add_2d Toy::LLM::Engine::ViTTinyEngine
#ft_add_2d Toy::LLM::Engine::LlamaSeqEngine
#ft_add_2d Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_add_2d Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_add_global_1d Toy::LLM::Engine::ViTTinyEngine
#ft_add_global_1d Toy::LLM::Engine::LlamaSeqEngine
#ft_add_global_1d Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_add_global_1d Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_add_global_2d Toy::LLM::Engine::ViTTinyEngine
#ft_add_global_2d Toy::LLM::Engine::LlamaSeqEngine
#ft_add_global_2d Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_add_global_2d Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_globals_m Toy::LLM::Engine::ViTTinyEngine
#ft_globals_m Toy::LLM::Engine::LlamaSeqEngine
#ft_globals_m Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_globals_m Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_globals_v Toy::LLM::Engine::ViTTinyEngine
#ft_globals_v Toy::LLM::Engine::LlamaSeqEngine
#ft_globals_v Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_globals_v Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_globals_weights Toy::LLM::Engine::ViTTinyEngine
#ft_globals_weights Toy::LLM::Engine::LlamaSeqEngine
#ft_globals_weights Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_globals_weights Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_load_from_gguf Toy::LLM::Engine::LlamaSeqEngine
#ft_load_from_gguf Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_load_from_gguf Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_load_globals Toy::LLM::Engine::LlamaSeqEngine
#ft_load_globals Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_load_globals Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_m Toy::LLM::Engine::ViTTinyBlockFFI
#ft_m Toy::LLM::Blocks::TransformerBlock
#ft_name_last Toy::LLM::Engine::ViTTinyEngine
#ft_name_last Toy::LLM::Engine::LlamaSeqEngine
#ft_name_last Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_name_last Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_name_last_global Toy::LLM::Engine::ViTTinyEngine
#ft_name_last_global Toy::LLM::Engine::LlamaSeqEngine
#ft_name_last_global Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_name_last_global Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_train_embeddings_enabled Toy::LLM::Engine::LlamaSeqEngine
#ft_train_embeddings_enabled Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_train_embeddings_enabled Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_v Toy::LLM::Engine::ViTTinyBlockFFI
#ft_v Toy::LLM::Blocks::TransformerBlock
#ft_weights Toy::LLM::Engine::ViTTinyBlockFFI
#ft_weights Toy::LLM::Blocks::TransformerBlock
#ft_zero_init_adam Toy::LLM::Engine::LlamaSeqEngine
#ft_zero_init_adam Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_zero_init_adam Toy::LLM::Engine::LlamaSeqEngineMetal
#ft_zero_init_adam_globals Toy::LLM::Engine::LlamaSeqEngine
#ft_zero_init_adam_globals Toy::LLM::Engine::LlamaSeqEngineCuda
#ft_zero_init_adam_globals Toy::LLM::Engine::LlamaSeqEngineMetal
#fused_lookup_a Top Level Namespace
#g_b_k Toy::LLM::Engine::GPT2SeqEngine
#g_b_k Toy::LLM::Engine::GPT2SeqEngineCuda
#g_b_k Toy::LLM::Engine::GPT2SeqEngineMetal
#g_b_o Toy::LLM::Engine::GPT2SeqEngine
#g_b_o Toy::LLM::Engine::GPT2SeqEngineCuda
#g_b_o Toy::LLM::Engine::GPT2SeqEngineMetal
#g_b_q Toy::LLM::Engine::GPT2SeqEngine
#g_b_q Toy::LLM::Engine::GPT2SeqEngineCuda
#g_b_q Toy::LLM::Engine::GPT2SeqEngineMetal
#g_b_v Toy::LLM::Engine::GPT2SeqEngine
#g_b_v Toy::LLM::Engine::GPT2SeqEngineCuda
#g_b_v Toy::LLM::Engine::GPT2SeqEngineMetal
#g_cb_rc Toy::LLM::Engine::GPT2SeqEngine
#g_cb_rc Toy::LLM::Engine::GPT2SeqEngineCuda
#g_cb_rc Toy::LLM::Engine::GPT2SeqEngineMetal
#g_context Toy::LLM::Engine::GPT2SeqEngine
#g_context Toy::LLM::Engine::GPT2SeqEngineCuda
#g_context Toy::LLM::Engine::GPT2SeqEngineMetal
#g_d_ff Toy::LLM::Engine::GPT2SeqEngine
#g_d_ff Toy::LLM::Engine::GPT2SeqEngineCuda
#g_d_ff Toy::LLM::Engine::GPT2SeqEngineMetal
#g_d_head Toy::LLM::Engine::GPT2SeqEngine
#g_d_head Toy::LLM::Engine::GPT2SeqEngineCuda
#g_d_head Toy::LLM::Engine::GPT2SeqEngineMetal
#g_d_model Toy::LLM::Engine::GPT2SeqEngine
#g_d_model Toy::LLM::Engine::GPT2SeqEngineCuda
#g_d_model Toy::LLM::Engine::GPT2SeqEngineMetal
#g_fc_b Toy::LLM::Engine::GPT2SeqEngine
#g_fc_b Toy::LLM::Engine::GPT2SeqEngineCuda
#g_fc_b Toy::LLM::Engine::GPT2SeqEngineMetal
#g_fc_w Toy::LLM::Engine::GPT2SeqEngine
#g_fc_w Toy::LLM::Engine::GPT2SeqEngineCuda
#g_fc_w Toy::LLM::Engine::GPT2SeqEngineMetal
#g_ln1_b Toy::LLM::Engine::GPT2SeqEngine
#g_ln1_b Toy::LLM::Engine::GPT2SeqEngineCuda
#g_ln1_b Toy::LLM::Engine::GPT2SeqEngineMetal
#g_ln1_g Toy::LLM::Engine::GPT2SeqEngine
#g_ln1_g Toy::LLM::Engine::GPT2SeqEngineCuda
#g_ln1_g Toy::LLM::Engine::GPT2SeqEngineMetal
#g_ln2_b Toy::LLM::Engine::GPT2SeqEngine
#g_ln2_b Toy::LLM::Engine::GPT2SeqEngineCuda
#g_ln2_b Toy::LLM::Engine::GPT2SeqEngineMetal
#g_ln2_g Toy::LLM::Engine::GPT2SeqEngine
#g_ln2_g Toy::LLM::Engine::GPT2SeqEngineCuda
#g_ln2_g Toy::LLM::Engine::GPT2SeqEngineMetal
#g_lnf_b Toy::LLM::Engine::GPT2SeqEngine
#g_lnf_b Toy::LLM::Engine::GPT2SeqEngineCuda
#g_lnf_b Toy::LLM::Engine::GPT2SeqEngineMetal
#g_lnf_g Toy::LLM::Engine::GPT2SeqEngine
#g_lnf_g Toy::LLM::Engine::GPT2SeqEngineCuda
#g_lnf_g Toy::LLM::Engine::GPT2SeqEngineMetal
#g_n_heads Toy::LLM::Engine::GPT2SeqEngine
#g_n_heads Toy::LLM::Engine::GPT2SeqEngineCuda
#g_n_heads Toy::LLM::Engine::GPT2SeqEngineMetal
#g_n_layers Toy::LLM::Engine::GPT2SeqEngine
#g_n_layers Toy::LLM::Engine::GPT2SeqEngineCuda
#g_n_layers Toy::LLM::Engine::GPT2SeqEngineMetal
#g_opt_m Toy::LLM::Engine::GPT2SeqEngine
#g_opt_m Toy::LLM::Engine::GPT2SeqEngineCuda
#g_opt_m Toy::LLM::Engine::GPT2SeqEngineMetal
#g_opt_v Toy::LLM::Engine::GPT2SeqEngine
#g_opt_v Toy::LLM::Engine::GPT2SeqEngineCuda
#g_opt_v Toy::LLM::Engine::GPT2SeqEngineMetal
#g_pr_b Toy::LLM::Engine::GPT2SeqEngine
#g_pr_b Toy::LLM::Engine::GPT2SeqEngineCuda
#g_pr_b Toy::LLM::Engine::GPT2SeqEngineMetal
#g_pr_w Toy::LLM::Engine::GPT2SeqEngine
#g_pr_w Toy::LLM::Engine::GPT2SeqEngineCuda
#g_pr_w Toy::LLM::Engine::GPT2SeqEngineMetal
#g_rb_rc Toy::LLM::Engine::GPT2SeqEngine
#g_rb_rc Toy::LLM::Engine::GPT2SeqEngineCuda
#g_rb_rc Toy::LLM::Engine::GPT2SeqEngineMetal
#g_rng Toy::LLM::Engine::GPT2SeqEngine
#g_rng Toy::LLM::Engine::GPT2SeqEngineCuda
#g_rng Toy::LLM::Engine::GPT2SeqEngineMetal
#g_t_hp Toy::LLM::Engine::GPT2SeqEngine
#g_t_hp Toy::LLM::Engine::GPT2SeqEngineCuda
#g_t_hp Toy::LLM::Engine::GPT2SeqEngineMetal
#g_t_labels Toy::LLM::Engine::GPT2SeqEngine
#g_t_labels Toy::LLM::Engine::GPT2SeqEngineCuda
#g_t_labels Toy::LLM::Engine::GPT2SeqEngineMetal
#g_t_logits Toy::LLM::Engine::GPT2SeqEngine
#g_t_logits Toy::LLM::Engine::GPT2SeqEngineCuda
#g_t_logits Toy::LLM::Engine::GPT2SeqEngineMetal
#g_t_loss Toy::LLM::Engine::GPT2SeqEngine
#g_t_loss Toy::LLM::Engine::GPT2SeqEngineCuda
#g_t_loss Toy::LLM::Engine::GPT2SeqEngineMetal
#g_t_pos Toy::LLM::Engine::GPT2SeqEngine
#g_t_pos Toy::LLM::Engine::GPT2SeqEngineCuda
#g_t_pos Toy::LLM::Engine::GPT2SeqEngineMetal
#g_t_tok Toy::LLM::Engine::GPT2SeqEngine
#g_t_tok Toy::LLM::Engine::GPT2SeqEngineCuda
#g_t_tok Toy::LLM::Engine::GPT2SeqEngineMetal
#g_vocab Toy::LLM::Engine::GPT2SeqEngine
#g_vocab Toy::LLM::Engine::GPT2SeqEngineCuda
#g_vocab Toy::LLM::Engine::GPT2SeqEngineMetal
#g_w_k Toy::LLM::Engine::GPT2SeqEngine
#g_w_k Toy::LLM::Engine::GPT2SeqEngineCuda
#g_w_k Toy::LLM::Engine::GPT2SeqEngineMetal
#g_w_o Toy::LLM::Engine::GPT2SeqEngine
#g_w_o Toy::LLM::Engine::GPT2SeqEngineCuda
#g_w_o Toy::LLM::Engine::GPT2SeqEngineMetal
#g_w_q Toy::LLM::Engine::GPT2SeqEngine
#g_w_q Toy::LLM::Engine::GPT2SeqEngineCuda
#g_w_q Toy::LLM::Engine::GPT2SeqEngineMetal
#g_w_v Toy::LLM::Engine::GPT2SeqEngine
#g_w_v Toy::LLM::Engine::GPT2SeqEngineCuda
#g_w_v Toy::LLM::Engine::GPT2SeqEngineMetal
#g_weights Toy::LLM::Engine::GPT2SeqEngine
#g_weights Toy::LLM::Engine::GPT2SeqEngineCuda
#g_weights Toy::LLM::Engine::GPT2SeqEngineMetal
#g_wpe Toy::LLM::Engine::GPT2SeqEngine
#g_wpe Toy::LLM::Engine::GPT2SeqEngineCuda
#g_wpe Toy::LLM::Engine::GPT2SeqEngineMetal
#g_wte Toy::LLM::Engine::GPT2SeqEngine
#g_wte Toy::LLM::Engine::GPT2SeqEngineCuda
#g_wte Toy::LLM::Engine::GPT2SeqEngineMetal
#gamma Toy::LayerNorm
#gamma Toy::RMSNorm
gate Toy::LLM::Primitives::SwiGLU
gelu TinyNN
gelu TinyNNCuda
gelu_back TinyNN
gelu_back TinyNNCuda
gelu_new Toy
#generate ToyLM
#generate ToyLMCuda
#generate ToyLMMetal
#generate_from_ids TransformerLM
#generated_ids SamplerContext
#get Mat
#gguf State
#gguf_handle_keepalive SmolLM2KVFFICache
#gguf_handle_keepalive SmolLM2KVFFICacheCuda
#gguf_handle_keepalive SmolLM2KVFFICacheMetal
#git! Toy::RunBundle
#gpt2_blocks GPT2LM
#gpt2_blocks_ffi GPT2FullForwardFFICache
#gpt2_blocks_ffi GPT2FullForwardFFICacheCuda
#gpt2_blocks_ffi GPT2FullForwardFFICacheMetal
gpt2_engine Toy::Device
gqa Toy::SmolLM2Config
#gqa? Arch
#grads Toy::Trainer
greedy_decode ToySample
#group_size Toy::GQAttention
#group_size SmolLM2KVFFICache
#group_size SmolLM2KVFFICacheCuda
#group_size SmolLM2KVFFICacheMetal
#h_norm1 LayerCache
#h_norm2 LayerCache
hadamard! Toy
#handle HealthHandler
#handle ModelsHandler
#handle CompletionsHandler
#handle ChatCompletionsHandler
#handle IndexHandler
#handle EmbeddingsHandler
#has_bias Toy::Linear
#has_post_norms SmolLM2KVFFICache
#has_post_norms GGUFLoad::SmolLM2Flags
#has_post_norms SmolLM2KVFFICacheCuda
#has_post_norms SmolLM2KVFFICacheMetal
#has_qk_norm SmolLM2KVFFICache
#has_qk_norm SmolLM2KVFFICacheCuda
#has_qk_norm SmolLM2KVFFICacheMetal
#has_qkv_bias Toy::GQAttention
#has_qkv_bias SmolLM2KVFFICache
#has_qkv_bias SmolLM2KVFFICacheCuda
#has_qkv_bias SmolLM2KVFFICacheMetal
#has_untied_output Toy::SmolLM2
#has_untied_output SmolLM2KVFFICache
#has_untied_output SmolLM2KVFFICacheCuda
#has_untied_output SmolLM2KVFFICacheMetal
#head Toy::CausalSelfAttention
#head_dim Toy::SmolLM2Config
#head_nbytes SmolLM2KVFFICache
#head_nbytes Toy::LLM::Engine::LlamaSeqEngine
#head_nbytes SmolLM2KVFFICacheCuda
#head_nbytes SmolLM2KVFFICacheMetal
#head_nbytes Toy::LLM::Engine::LlamaSeqEngineCuda
#head_nbytes Toy::LLM::Engine::LlamaSeqEngineMetal
#head_out HeadCache
#hex_digit_value Tokenizer
#hidden FFCache
#high_freq_factor Toy::RopeScaling
#hp Toy::AdamW
#hp Toy::LLM::ClassifyBatch
#hp Toy::LLM::TrainingBatch
#hp_for_step Toy::AdamW
#hsplit_heads TransformerLM
hstack_heads Toy
#hstack_heads GPT2LM
#hstack_heads TransformerLM
#hyper Toy::Card
#hypers Toy::Card
#image Toy::LLM::ClassifyBatch
#image_size ViTTinyConfig
#in_dim Toy::Linear
#info Mat
#init_scale Toy::LLM::RecipeOptions
#initialize Toy::LayerNorm
#initialize Toy::Linear
#initialize Toy::Embedding
#initialize Toy::CausalSelfAttention
#initialize Toy::FFN
#initialize Toy::RMSNorm
#initialize Toy::SwiGLU
#initialize Toy::RoPE
#initialize Toy::GQAttention
#initialize GPT2BPETables
#initialize Toy::AdamW
#initialize FFNFFICache
#initialize BlockFFICache
#initialize FullForwardFFICache
#initialize AdamStepResult
#initialize Toy::Core::Config
#initialize Arch
#initialize GPT2Block
#initialize GPT2LM
#initialize Toy::Core::CLI::New
#initialize Toy::RunLog
#initialize Toy::CardItem
#initialize Toy::CardHyper
#initialize Toy::Step
#initialize Toy::Card
#initialize GPT2Config
#initialize Tokenizer
#initialize Toy::Core::CLI::Eval
#initialize Toy::Core::CLI::List
#initialize Toy::RunBundle
#initialize SamplerConfig
#initialize SamplerContext
#initialize Toy::Core::CLI::Fetch
#initialize Toy::Core::CLI::Infer
#initialize Toy::Core::CLI::Serve
#initialize Toy::Core::CLI::Train
#initialize Toy::Core::GGUFMeta
#initialize ModelEntry
#initialize ViTTinyConfig
#initialize LRSchedule
#initialize DataLoader
#initialize Adam
#initialize FFNFFICacheCuda
#initialize BlockFFICacheCuda
#initialize FullForwardFFICacheCuda
#initialize Toy::GPT2Config
#initialize Toy::GPT2Block
#initialize Toy::GPT2
#initialize Toy::Core::CLI::Install
#initialize FFNFFICacheMetal
#initialize Toy::LLM::Recipes::LoRA
#initialize Toy::Core::CLI::Describe
#initialize Toy::Core::CLI::Manifest
#initialize Toy::Trainer
#initialize Toy::LLM::ClassifyBatch
#initialize Toy::LLM::RecipeOptions
#initialize Toy::LLM::TrainingBatch
#initialize Toy::RopeScaling
#initialize Toy::SmolLM2Config
#initialize Toy::SmolLM2Block
#initialize Toy::SmolLM2
#initialize Mat
#initialize Block
#initialize FFCache
#initialize HeadCache
#initialize AttnCache
#initialize LayerCache
#initialize ForwardCache
#initialize LossResult
#initialize Gradients
#initialize AdamState
#initialize NormResult
#initialize AttnResult
#initialize FFResult
#initialize BlockResult
#initialize TransformerLM
#initialize Toy::LLM::Primitives::RoPE::Cfg
#initialize State
#initialize Toy::LLM::Archs::LlamaArchForwardOut
#initialize Toy::LLM::Archs::LlamaArch
#initialize Toy::LLM::Recipes::VitTiny
#initialize Toy::LLM::Recipes::LoRACuda
#initialize ToyLM
#initialize Toy::LLM::Recipes::LoRAMetal
#initialize Toy::LLM::Recipes::WarmStart
#initialize Toy::LLM::Recipes::FromScratch
#initialize GPT2KVBlockFFI
#initialize GPT2KVFFICache
#initialize GPT2KVStepResult
#initialize GPT2BlockFFI
#initialize GPT2FullForwardFFICache
#initialize Toy::LLM::Engine::GPT2SeqEngine
#initialize SmolLM2KVBlockFFI
#initialize SmolLM2KVFFICache
#initialize SmolLM2KVStepResult
#initialize Toy::LLM::Engine::ViTTinyBlockFFI
#initialize Toy::LLM::Engine::ViTTinyEngine
#initialize ToyLMCuda
#initialize Toy::LLM::Engine::LlamaSeqEngine
#initialize Toy::LLM::Recipes::WarmStartCuda
#initialize ToyLMMetal
#initialize Toy::LLM::Blocks::TransformerBlockCtx
#initialize Toy::LLM::Blocks::TransformerBlock
#initialize Toy::LLM::Recipes::WarmStartMetal
#initialize GGUFLoad::SmolLM2Flags
#initialize Toy::LLM::Recipes::FromScratchCuda
#initialize GPT2KVBlockFFICuda
#initialize GPT2KVFFICacheCuda
#initialize GPT2KVStepResultCuda
#initialize Toy::LLM::Recipes::FromScratchMetal
#initialize GPT2BlockFFICuda
#initialize GPT2FullForwardFFICacheCuda
#initialize GPT2KVBlockFFIMetal
#initialize GPT2KVFFICacheMetal
#initialize GPT2KVStepResultMetal
#initialize Toy::LLM::Engine::GPT2SeqEngineCuda
#initialize SmolLM2KVBlockFFICuda
#initialize SmolLM2KVFFICacheCuda
#initialize SmolLM2KVStepResultCuda
#initialize EmbeddingsHandler
#initialize GPT2BlockFFIMetal
#initialize GPT2FullForwardFFICacheMetal
#initialize Toy::LLM::Engine::GPT2SeqEngineMetal
#initialize SmolLM2KVBlockFFIMetal
#initialize SmolLM2KVFFICacheMetal
#initialize SmolLM2KVStepResultMetal
#initialize Toy::LLM::Engine::LlamaSeqEngineCuda
#initialize Toy::LLM::Engine::LlamaSeqEngineMetal
#inputs Toy::Card
#inv_sqrt Toy::CausalSelfAttention
#inv_sqrt Toy::GQAttention
#is_moe SmolLM2KVFFICache
#is_moe GGUFLoad::SmolLM2Flags
#is_moe SmolLM2KVFFICacheCuda
#is_moe SmolLM2KVFFICacheMetal
json ToyDescribeFlow
json_escape Toy::RunBundle
#k HeadCache
#key Toy::CardHyper
#kind Toy::Step
#kind Toy::RopeScaling
#kv Toy::Core::GGUFMeta
#kv State
#kv_blocks_ffi GPT2KVFFICache
#kv_blocks_ffi SmolLM2KVFFICache
#kv_blocks_ffi GPT2KVFFICacheCuda
#kv_blocks_ffi GPT2KVFFICacheMetal
#kv_blocks_ffi SmolLM2KVFFICacheCuda
#kv_blocks_ffi SmolLM2KVFFICacheMetal
#kv_cpu ToyLM
#kv_step_logits GPT2KVStepResult
#kv_step_logits SmolLM2KVStepResult
#kv_step_logits GPT2KVStepResultCuda
#kv_step_logits GPT2KVStepResultMetal
#kv_step_logits SmolLM2KVStepResultCuda
#kv_step_logits SmolLM2KVStepResultMetal
#kv_type_k SmolLM2KVFFICache
#kv_type_k SmolLM2KVFFICacheCuda
#kv_type_k SmolLM2KVFFICacheMetal
#kv_type_v SmolLM2KVFFICache
#kv_type_v SmolLM2KVFFICacheCuda
#kv_type_v SmolLM2KVFFICacheMetal
#labels Toy::LLM::ClassifyBatch
#labels Toy::LLM::TrainingBatch
#layer_caches TransformerLM
#layer_norm GPT2LM
#layers ForwardCache
#length DataLoader
libs Toy::MRI
linear Toy::RopeScaling
llama3 Toy::RopeScaling
llama_engine Toy::Device
#ln1 Toy::GPT2Block
#ln1_beta GPT2Block
#ln1_gamma GPT2Block
#ln2 Toy::GPT2Block
#ln2_beta GPT2Block
#ln2_gamma GPT2Block
#ln_eps GPT2LM
#ln_eps GPT2Config
#ln_eps ViTTinyConfig
#ln_f_beta GPT2LM
#ln_f_gamma GPT2LM
load GPT2BPE
load Toy::Core::Config
#load ToyLM
#load ToyLMCuda
#load ToyLMMetal
#load_cpu ToyLM
#load_cuda ToyLM
#load_from_gguf_mmap! Toy::LLM::Blocks::TransformerBlock
#load_globals_from_gguf_mmap! Toy::LLM::Archs::LlamaArch
load_gpt2 GGUFLoad
load_kv_cache_auto GGUFLoad
load_kv_cache_directly GGUFLoad
load_kv_cache_directly_native GGUFLoad
load_or_fail Arch
load_toy_gpt2 GGUFLoad
load_toy_smollm2 GGUFLoad
#load_weights SmolLM2KVFFICache
#load_weights SmolLM2KVFFICacheCuda
#load_weights SmolLM2KVFFICacheMetal
locate_root Toy::Core::ToyRoot
log_softmax ToyLogProbs
#logits ForwardCache
#lookup Toy::Embedding
#lora_cache Toy::LLM::Recipes::LoRA
#lora_cache Toy::LLM::Recipes::LoRACuda
#lora_cache Toy::LLM::Recipes::LoRAMetal
#lora_name_q! Toy::LLM::Engine::LlamaSeqEngine
#lora_name_q! Toy::LLM::Engine::LlamaSeqEngineCuda
#lora_name_q! Toy::LLM::Engine::LlamaSeqEngineMetal
#lora_name_q_adam! Toy::LLM::Engine::LlamaSeqEngine
#lora_name_q_adam! Toy::LLM::Engine::LlamaSeqEngineCuda
#lora_name_q_adam! Toy::LLM::Engine::LlamaSeqEngineMetal
#lora_q_adamw_enabled SmolLM2KVFFICache
#lora_q_adamw_enabled SmolLM2KVFFICacheCuda
#lora_q_adamw_enabled SmolLM2KVFFICacheMetal
#lora_q_enabled SmolLM2KVFFICache
#lora_q_enabled SmolLM2KVFFICacheCuda
#lora_q_enabled SmolLM2KVFFICacheMetal
#lora_q_rank SmolLM2KVFFICache
#lora_q_rank SmolLM2KVFFICacheCuda
#lora_q_rank SmolLM2KVFFICacheMetal
#lora_step_index Toy::LLM::Recipes::LoRA
#lora_step_index Toy::LLM::Recipes::LoRACuda
#lora_step_index Toy::LLM::Recipes::LoRAMetal
#lora_t_hp Toy::LLM::Recipes::LoRA
#lora_t_hp Toy::LLM::Recipes::LoRACuda
#lora_t_hp Toy::LLM::Recipes::LoRAMetal
#lora_t_labels Toy::LLM::Recipes::LoRA
#lora_t_labels Toy::LLM::Recipes::LoRACuda
#lora_t_labels Toy::LLM::Recipes::LoRAMetal
#lora_t_loss Toy::LLM::Recipes::LoRA
#lora_t_loss Toy::LLM::Recipes::LoRACuda
#lora_t_loss Toy::LLM::Recipes::LoRAMetal
#loss LossResult
#loss Gradients
#loss_curve Toy::RunLog
#low_freq_factor Toy::RopeScaling
#lr Toy::AdamW
#lr Toy::Trainer
#lr_max Toy::Trainer
#lr_min Toy::Trainer
#m AdamState
make_pos_slice GPT2FFI
make_pos_slice GPT2FFICuda
make_pos_slice GPT2FFIMetal
matmul TinyNN
matmul TinyNNCuda
#matmul Mat
matmul_t TinyNN
matmul_t TinyNNCuda
#matmul_t Mat
#max_T ToyLM
#max_T GPT2KVFFICache
#max_T SmolLM2KVFFICache
#max_T ToyLMCuda
#max_T ToyLMMetal
#max_T GPT2KVFFICacheCuda
#max_T GPT2KVFFICacheMetal
#max_T SmolLM2KVFFICacheCuda
#max_T SmolLM2KVFFICacheMetal
#max_lr LRSchedule
#max_position Arch
#max_seq Toy::RoPE
#max_tokens SamplerConfig
#merge_rank GPT2BPETables
mermaid ToyDescribeFlow
mha Toy::SmolLM2Config
mid Toy::SmolLM2Config
#min_lr LRSchedule
#mode Toy::AdamW
#model Adam
#model Toy::Trainer
#model_name State
#moe Arch
#moe? Arch
#mom_m AdamStepResult
#mom_v AdamStepResult
mul TinyNN
multinomial Sampler
#n_experts Arch
#n_experts SmolLM2KVFFICache
#n_experts GGUFLoad::SmolLM2Flags
#n_experts SmolLM2KVFFICacheCuda
#n_experts SmolLM2KVFFICacheMetal
#n_experts_used Arch
#n_experts_used SmolLM2KVFFICache
#n_experts_used GGUFLoad::SmolLM2Flags
#n_experts_used SmolLM2KVFFICacheCuda
#n_experts_used SmolLM2KVFFICacheMetal
#n_heads Toy::CausalSelfAttention
#n_heads Toy::GQAttention
#n_heads FullForwardFFICache
#n_heads GPT2LM
#n_heads GPT2Config
#n_heads ViTTinyConfig
#n_heads FullForwardFFICacheCuda
#n_heads Toy::GPT2Config
#n_heads Toy::SmolLM2Config
#n_heads TransformerLM
#n_heads GPT2KVFFICache
#n_heads GPT2FullForwardFFICache
#n_heads SmolLM2KVFFICache
#n_heads GPT2KVFFICacheCuda
#n_heads GPT2FullForwardFFICacheCuda
#n_heads GPT2KVFFICacheMetal
#n_heads SmolLM2KVFFICacheCuda
#n_heads GPT2FullForwardFFICacheMetal
#n_heads SmolLM2KVFFICacheMetal
#n_heads_kv Arch
#n_heads_q Arch
#n_kv Toy::GQAttention
#n_kv Toy::SmolLM2Config
#n_kv SmolLM2KVFFICache
#n_kv SmolLM2KVFFICacheCuda
#n_kv SmolLM2KVFFICacheMetal
#n_layers FullForwardFFICache
#n_layers Arch
#n_layers GPT2LM
#n_layers GPT2Config
#n_layers ViTTinyConfig
#n_layers FullForwardFFICacheCuda
#n_layers Toy::GPT2Config
#n_layers Toy::SmolLM2Config
#n_layers TransformerLM
#n_layers GPT2KVFFICache
#n_layers GPT2FullForwardFFICache
#n_layers SmolLM2KVFFICache
#n_layers GPT2KVFFICacheCuda
#n_layers GPT2FullForwardFFICacheCuda
#n_layers GPT2KVFFICacheMetal
#n_layers SmolLM2KVFFICacheCuda
#n_layers GPT2FullForwardFFICacheMetal
#n_layers SmolLM2KVFFICacheMetal
#n_params ModelEntry
#n_params Toy::Core::ModelEntry
#n_patches Toy::LLM::Engine::ViTTinyEngine
#n_shared_experts Arch
#n_tensors Toy::Core::GGUFMeta
name Toy::Device
#name Arch
#name ModelEntry
#name Toy::Core::ModelEntry
#name_ Toy::CardItem
#name_ Toy::Card
#name_global! Toy::LLM::Engine::LlamaSeqEngine
#name_global! Toy::LLM::Engine::LlamaSeqEngineCuda
#name_global! Toy::LLM::Engine::LlamaSeqEngineMetal
name_params ToyGGUFWriter
native? Toy::MRI
native_handle Toy::MRI
native_impl Toy::MRI
#ncols Mat
next_token Toy::Labels
next_token_guarded Toy::Labels
#next_u32 SamplerContext
#next_unit SamplerContext
none Toy::RopeScaling
#norm1_gamma Block
#norm2_gamma Block
#norm_eps Arch
#norm_final_gamma Gradients
#norm_final_gamma TransformerLM
#norm_kind Arch
#note Toy::CardItem
#note Toy::Step
#nrows Mat
#num_channels ViTTinyConfig
#num_classes ViTTinyConfig
one_hot_class Toy::Labels
open Toy::RunLog
#optimizer Toy::Trainer
#orig_max_pos Toy::RopeScaling
#out FFResult
#out_dim Toy::Linear
#output_proj Toy::SmolLM2
#outputs Toy::Card
#pad_id Arch
#pad_id Tokenizer
pad_ids GPT2FFI
pad_ids GPT2FFICuda
pad_ids GPT2FFIMetal
pad_to Toy::Card
#param AdamStepResult
#param_count Toy::LayerNorm
#param_count Toy::Linear
#param_count Toy::Embedding
#param_count Toy::CausalSelfAttention
#param_count Toy::FFN
#param_count Toy::RMSNorm
#param_count Toy::SwiGLU
#param_count Toy::RoPE
#param_count Toy::GQAttention
#param_count Toy::GPT2Block
#param_count Toy::GPT2
#param_count Toy::SmolLM2Block
#param_count Toy::SmolLM2
param_count ToyDescribeFlow
#param_extras Toy::Card
#params Toy::Card
params ToyDriftGrad
#params_summary ModelEntry
#params_summary Toy::Core::ModelEntry
#parse Toy::Core::GGUFMeta
#parse_ids Top Level Namespace
patch_embed ToyVit
#patch_size ViTTinyConfig
#path ModelEntry
#path Toy::Core::ModelEntry
#per_head AttnCache
persistent_free TinyNN
persistent_free TinyNNCuda
persistent_new TinyNN
persistent_new TinyNNCuda
pick Sampler
#plus Mat
#pos_embed GPT2LM
#pos_embed Toy::GPT2
#pos_embed Gradients
#pos_embed TransformerLM
#positions Toy::LLM::TrainingBatch
#pre FFCache
#present Tokenizer
print_summary ModelIndex
print_usage Toy::Core::CLI
#proj AttnResult
#prompt_ids SamplerContext
#punct_byte GPT2BPETables
#q HeadCache
#qk_norm Arch
#qk_norm GGUFLoad::SmolLM2Flags
#qk_norm_kind SmolLM2KVFFICache
#qk_norm_kind GGUFLoad::SmolLM2Flags
#qk_norm_kind SmolLM2KVFFICacheCuda
#qk_norm_kind SmolLM2KVFFICacheMetal
#qkv_bias Arch
#qkv_bias Toy::LLM::RecipeOptions
#qkv_bias GGUFLoad::SmolLM2Flags
#rand_unit Toy::LLM::Engine::GPT2SeqEngine
#rand_unit Toy::LLM::Engine::GPT2SeqEngineCuda
#rand_unit Toy::LLM::Engine::GPT2SeqEngineMetal
#random_mat Toy::LLM::Engine::GPT2SeqEngine
#random_mat Toy::LLM::Engine::GPT2SeqEngineCuda
#random_mat Toy::LLM::Engine::GPT2SeqEngineMetal
#rb_active Toy::RunBundle
#rb_dir Toy::RunBundle
#rb_git_branch Toy::RunBundle
#rb_git_sha Toy::RunBundle
#rb_root Toy::RunBundle
#rb_run_id Toy::RunBundle
read GPT2ConfigLoader
read Toy::Core::GGUFMeta
read SmolLM2ConfigLoader
read_arch Toy::Core::ModelScan
read_array GGUFLoad
read_image ToyImageLoader
read_label ToyImageLoader
read_mat GGUFLoad
read_per_head_bias GGUFLoad
read_per_head_weight GGUFLoad
#read_persistent_mat SmolLM2KVFFICache
#read_persistent_mat SmolLM2KVFFICacheCuda
#read_persistent_mat SmolLM2KVFFICacheMetal
#read_prompt Top Level Namespace
read_rope_scaling SmolLM2ConfigLoader
read_seq ToyCorpusLoader
#read_sequences Top Level Namespace
read_split_heads_bias GGUFLoad
read_split_heads_weight GGUFLoad
read_split_kv_bias GGUFLoad
read_split_kv_weight GGUFLoad
#read_vocab Top Level Namespace
#ready State
realize TinyNN
realize TinyNNCuda
#realize! Toy::LLM::Recipes::LoRA
#realize! Toy::LLM::Recipes::VitTiny
#realize! Toy::LLM::Recipes::LoRACuda
#realize! Toy::LLM::Recipes::LoRAMetal
#realize! Toy::LLM::Recipes::FromScratch
#realize! Toy::LLM::Engine::GPT2SeqEngine
#realize! Toy::LLM::Recipes::FromScratchCuda
#realize! Toy::LLM::Recipes::FromScratchMetal
#realize! Toy::LLM::Engine::GPT2SeqEngineCuda
#realize! Toy::LLM::Engine::GPT2SeqEngineMetal
#realize_and_load_auto SmolLM2KVFFICache
#realize_and_load_auto SmolLM2KVFFICacheCuda
#realize_and_load_auto SmolLM2KVFFICacheMetal
#realize_for FFNFFICache
#realize_for FullForwardFFICache
#realize_for FFNFFICacheCuda
#realize_for FullForwardFFICacheCuda
#realize_for FFNFFICacheMetal
#realize_for GPT2KVFFICache
#realize_for GPT2FullForwardFFICache
#realize_for SmolLM2KVFFICache
#realize_for GPT2KVFFICacheCuda
#realize_for GPT2FullForwardFFICacheCuda
#realize_for GPT2KVFFICacheMetal
#realize_for SmolLM2KVFFICacheCuda
#realize_for GPT2FullForwardFFICacheMetal
#realize_for SmolLM2KVFFICacheMetal
#realize_for_full_finetune Toy::LLM::Engine::LlamaSeqEngine
#realize_for_full_finetune Toy::LLM::Engine::LlamaSeqEngineCuda
#realize_for_full_finetune Toy::LLM::Engine::LlamaSeqEngineMetal
#realize_for_mmap SmolLM2KVFFICache
#realize_for_mmap Toy::LLM::Engine::LlamaSeqEngine
#realize_for_mmap SmolLM2KVFFICacheCuda
#realize_for_mmap SmolLM2KVFFICacheMetal
#realize_for_mmap Toy::LLM::Engine::LlamaSeqEngineCuda
#realize_for_mmap Toy::LLM::Engine::LlamaSeqEngineMetal
#realize_for_q8_copy Toy::LLM::Engine::LlamaSeqEngine
#realize_for_q8_copy Toy::LLM::Engine::LlamaSeqEngineCuda
#realize_for_q8_copy Toy::LLM::Engine::LlamaSeqEngineMetal
#realize_for_random_init Toy::LLM::Engine::ViTTinyEngine
#realize_for_random_init Toy::LLM::Engine::LlamaSeqEngine
#realize_for_random_init Toy::LLM::Engine::LlamaSeqEngineCuda
#realize_for_random_init Toy::LLM::Engine::LlamaSeqEngineMetal
#realize_scratch! Toy::LLM::Recipes::WarmStart
#realize_scratch! Toy::LLM::Recipes::WarmStartCuda
#realize_scratch! Toy::LLM::Recipes::WarmStartMetal
#realize_warm! Toy::LLM::Recipes::WarmStart
#realize_warm! Toy::LLM::Recipes::WarmStartCuda
#realize_warm! Toy::LLM::Recipes::WarmStartMetal
#realized FFNFFICache
#realized FullForwardFFICache
#realized FFNFFICacheCuda
#realized FullForwardFFICacheCuda
#realized FFNFFICacheMetal
#realized GPT2KVFFICache
#realized GPT2FullForwardFFICache
#realized SmolLM2KVFFICache
#realized Toy::LLM::Engine::ViTTinyEngine
#realized GPT2KVFFICacheCuda
#realized GPT2FullForwardFFICacheCuda
#realized GPT2KVFFICacheMetal
#realized SmolLM2KVFFICacheCuda
#realized GPT2FullForwardFFICacheMetal
#realized SmolLM2KVFFICacheMetal
record_cflags Toy::MRI
record_func Toy::MRI
record_lib Toy::MRI
render_chatml ToyChatTemplate
render_gemma2 ToyChatTemplate
render_llama3 ToyChatTemplate
render_mistral ToyChatTemplate
#render_pseudocode Toy::Card
#rep_penalty SamplerConfig
repetition_penalty Sampler
#req_seq State
#reset Adam
#reset_optimizer! Toy::Trainer
#rms NormResult
#rms1 LayerCache
#rms2 LayerCache
#rms_eps Toy::SmolLM2Config
#rms_eps SmolLM2KVFFICache
#rms_eps SmolLM2KVFFICacheCuda
#rms_eps SmolLM2KVFFICacheMetal
#rms_final ForwardCache
rms_norm TinyNN
rms_norm TinyNNCuda
#rms_norm TransformerLM
rms_norm_back TinyNN
#rms_norm_backward TransformerLM
#rn1 Toy::SmolLM2Block
#rn2 Toy::SmolLM2Block
#rng_state SamplerContext
#rope Toy::GQAttention
#rope Toy::SmolLM2
#rope_base Toy::SmolLM2Config
#rope_base SmolLM2KVFFICache
#rope_base SmolLM2KVFFICacheCuda
#rope_base SmolLM2KVFFICacheMetal
#rope_freq_base Arch
#rope_freq_scale Arch
#rope_partial_factor Arch
#rope_scaling Toy::SmolLM2Config
#rope_scaling SmolLM2KVFFICache
#rope_scaling SmolLM2KVFFICacheCuda
#rope_scaling SmolLM2KVFFICacheMetal
#rotate! Toy::RoPE
run Toy::Core::CLI
#run Toy::Core::CLI::New
#run Toy::Core::CLI::Eval
#run Toy::Core::CLI::List
#run Toy::Core::CLI::Fetch
#run Toy::Core::CLI::Infer
#run Toy::Core::CLI::Serve
#run Toy::Core::CLI::Train
#run Toy::Core::CLI::Install
#run Toy::Core::CLI::Describe
#run Toy::Core::CLI::Manifest
#run_end Toy::RunLog
#run_end! Toy::RunBundle
#run_id Toy::RunLog
#run_id_template Toy::Core::Config
#run_start! Toy::RunBundle
#run_start_llama! Toy::RunBundle
#run_start_prefix Toy::RunBundle
#run_start_vit! Toy::RunBundle
#sample_logits_row TransformerLM
scale TinyNN
scale TinyNNCuda
#scale! Mat
scan Toy::RunLog
scan Toy::Core::ModelScan
scan_sources ModelIndex
#schedule Toy::Trainer
#seed SamplerConfig
#seed Toy::LLM::RecipeOptions
#seed_blocks! Toy::LLM::Archs::LlamaArch
#self_attention GPT2LM
#self_attention TransformerLM
#self_attention_backward TransformerLM
#self_attention_head GPT2LM
#self_attention_head TransformerLM
#seq_arch Toy::LLM::Engine::LlamaSeqEngine
#seq_arch Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_arch Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_b Toy::LLM::Engine::LlamaSeqEngine
#seq_b Toy::LLM::Blocks::TransformerBlockCtx
#seq_b Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_b Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_blocks_ffi Toy::LLM::Archs::LlamaArch
#seq_blocks_ffi Toy::LLM::Engine::LlamaSeqEngine
#seq_blocks_ffi Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_blocks_ffi Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_blocks_ffi= Toy::LLM::Engine::LlamaSeqEngine
#seq_blocks_ffi= Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_blocks_ffi= Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_d_ff Toy::LLM::Engine::LlamaSeqEngine
#seq_d_ff Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_d_ff Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_d_head Toy::LLM::Engine::LlamaSeqEngine
#seq_d_head Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_d_head Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_d_model Toy::LLM::Engine::LlamaSeqEngine
#seq_d_model Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_d_model Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_donor_d_in Toy::LLM::Archs::LlamaArch
#seq_donor_d_in Toy::LLM::Engine::LlamaSeqEngine
#seq_donor_d_in Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_donor_d_in Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_eps Toy::LLM::Blocks::TransformerBlockCtx
#seq_full_finetune_enabled Toy::LLM::Engine::LlamaSeqEngine
#seq_full_finetune_enabled Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_full_finetune_enabled Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_gguf_handle_keepalive Toy::LLM::Engine::LlamaSeqEngine
#seq_gguf_handle_keepalive Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_gguf_handle_keepalive Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_group_size Toy::LLM::Engine::LlamaSeqEngine
#seq_group_size Toy::LLM::Blocks::TransformerBlockCtx
#seq_group_size Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_group_size Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_has_qkv_bias Toy::LLM::Engine::LlamaSeqEngine
#seq_has_qkv_bias Toy::LLM::Blocks::TransformerBlockCtx
#seq_has_qkv_bias Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_has_qkv_bias Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_has_untied_output Toy::LLM::Engine::LlamaSeqEngine
#seq_has_untied_output Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_has_untied_output Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_ids Toy::LLM::TrainingBatch
#seq_lora_q_adamw_enabled Toy::LLM::Engine::LlamaSeqEngine
#seq_lora_q_adamw_enabled Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_lora_q_adamw_enabled Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_lora_q_enabled Toy::LLM::Engine::LlamaSeqEngine
#seq_lora_q_enabled Toy::LLM::Blocks::TransformerBlockCtx
#seq_lora_q_enabled Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_lora_q_enabled Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_lora_q_rank Toy::LLM::Engine::LlamaSeqEngine
#seq_lora_q_rank Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_lora_q_rank Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_n_heads Toy::LLM::Engine::LlamaSeqEngine
#seq_n_heads Toy::LLM::Blocks::TransformerBlockCtx
#seq_n_heads Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_n_heads Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_n_kv Toy::LLM::Engine::LlamaSeqEngine
#seq_n_kv Toy::LLM::Blocks::TransformerBlockCtx
#seq_n_kv Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_n_kv Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_n_layers Toy::LLM::Engine::LlamaSeqEngine
#seq_n_layers Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_n_layers Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_realized Toy::LLM::Engine::LlamaSeqEngine
#seq_realized Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_realized Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_rms_eps Toy::LLM::Engine::LlamaSeqEngine
#seq_rms_eps Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_rms_eps Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_rope_base Toy::LLM::Engine::LlamaSeqEngine
#seq_rope_base Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_rope_base Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_rope_cfg Toy::LLM::Archs::LlamaArch
#seq_rope_cfg Toy::LLM::Blocks::TransformerBlockCtx
#seq_rope_scaling Toy::LLM::Engine::LlamaSeqEngine
#seq_rope_scaling Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_rope_scaling Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_scale Toy::LLM::Blocks::TransformerBlockCtx
#seq_t Toy::LLM::Engine::ViTTinyEngine
#seq_t Toy::LLM::Engine::LlamaSeqEngine
#seq_t Toy::LLM::Blocks::TransformerBlockCtx
#seq_t Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_t Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_vocab_size Toy::LLM::Engine::LlamaSeqEngine
#seq_vocab_size Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_vocab_size Toy::LLM::Engine::LlamaSeqEngineMetal
#seq_weight_dtype Toy::LLM::Engine::LlamaSeqEngine
#seq_weight_dtype Toy::LLM::Blocks::TransformerBlockCtx
#seq_weight_dtype Toy::LLM::Engine::LlamaSeqEngineCuda
#seq_weight_dtype Toy::LLM::Engine::LlamaSeqEngineMetal
#sequences DataLoader
#sess FFNFFICache
#sess FullForwardFFICache
#sess FFNFFICacheCuda
#sess FullForwardFFICacheCuda
#sess FFNFFICacheMetal
#sess GPT2KVFFICache
#sess GPT2FullForwardFFICache
#sess Toy::LLM::Engine::GPT2SeqEngine
#sess SmolLM2KVFFICache
#sess Toy::LLM::Engine::ViTTinyEngine
#sess Toy::LLM::Engine::LlamaSeqEngine
#sess GPT2KVFFICacheCuda
#sess GPT2FullForwardFFICacheCuda
#sess GPT2KVFFICacheMetal
#sess Toy::LLM::Engine::GPT2SeqEngineCuda
#sess SmolLM2KVFFICacheCuda
#sess GPT2FullForwardFFICacheMetal
#sess Toy::LLM::Engine::GPT2SeqEngineMetal
#sess SmolLM2KVFFICacheMetal
#sess Toy::LLM::Engine::LlamaSeqEngineCuda
#sess Toy::LLM::Engine::LlamaSeqEngineMetal
#set_at Mat
#set_weight_type SmolLM2KVFFICache
#set_weight_type SmolLM2KVFFICacheCuda
#set_weight_type SmolLM2KVFFICacheMetal
sgd_step TinyNN
sgd_step TinyNNCuda
#sgd_step_block TransformerLM
#sgd_step_mat TransformerLM
#sgd_step_vec TransformerLM
#shape Toy::Step
#shape Mat
shape_string ToyDescribeFlow
silu TinyNN
silu! Toy
silu_back TinyNN
#sin_tbl Toy::RoPE
#size_b ModelEntry
#size_b Toy::Core::ModelEntry
#size_summary ModelEntry
#size_summary Toy::Core::ModelEntry
#slice Toy::Embedding
smollm2_135m Toy::SmolLM2Config
snapshot ToyTokenDrift
snapshot_one ToyDriftGrad
softmax TinyNN
softmax TinyNNCuda
softmax_back TinyNN
softmax_back TinyNNCuda
softmax_rows! Toy
#softmax_rows! GPT2LM
#softmax_rows! TransformerLM
#softmax_rows_backward TransformerLM
#source ModelEntry
#source Toy::Core::ModelEntry
#source_path Toy::Core::Config
source_tree? Toy::Core::ToyRoot
#spm Tokenizer
#spm_unigram Tokenizer
#stack Toy::GPT2
#stack Toy::SmolLM2
stage_row_major_and_upload TinyNN
stage_row_major_and_upload TinyNNMetal
stage_transposed_and_upload TinyNN
stage_transposed_and_upload TinyNNCuda
stage_transposed_and_upload TinyNNMetal
#state Adam
#step Adam
#step! Toy::RunBundle
#step! Toy::LLM::Recipes::LoRA
#step! Toy::Trainer
#step! Toy::LLM::Recipes::VitTiny
#step! Toy::LLM::Recipes::LoRACuda
#step! Toy::LLM::Recipes::LoRAMetal
#step! Toy::LLM::Recipes::WarmStart
#step! Toy::LLM::Recipes::FromScratch
#step! Toy::LLM::Engine::GPT2SeqEngine
#step! Toy::LLM::Recipes::WarmStartCuda
#step! Toy::LLM::Recipes::WarmStartMetal
#step! Toy::LLM::Recipes::FromScratchCuda
#step! Toy::LLM::Recipes::FromScratchMetal
#step! Toy::LLM::Engine::GPT2SeqEngineCuda
#step! Toy::LLM::Engine::GPT2SeqEngineMetal
#step_bind Toy::Card
#step_idx Toy::Trainer
#step_loop Toy::Card
#step_loop_close Toy::Card
#step_return Toy::Card
#step_update Toy::Card
#steps Toy::RunLog
#steps Toy::Card
#summary Toy::LayerNorm
#summary Toy::Linear
#summary Toy::Embedding
#summary Toy::CausalSelfAttention
#summary Toy::FFN
#summary Toy::RMSNorm
#summary Toy::SwiGLU
#summary Toy::RoPE
#summary Toy::GQAttention
#summary Arch
#swa? Arch
#swa_alternates SmolLM2KVFFICache
#swa_alternates GGUFLoad::SmolLM2Flags
#swa_alternates SmolLM2KVFFICacheCuda
#swa_alternates SmolLM2KVFFICacheMetal
#swa_window Arch
#swa_window SmolLM2KVFFICache
#swa_window GGUFLoad::SmolLM2Flags
#swa_window SmolLM2KVFFICacheCuda
#swa_window SmolLM2KVFFICacheMetal
#t_K GPT2KVBlockFFI
#t_K SmolLM2KVBlockFFI
#t_K GPT2KVBlockFFICuda
#t_K GPT2KVBlockFFIMetal
#t_K SmolLM2KVBlockFFICuda
#t_K SmolLM2KVBlockFFIMetal
#t_V GPT2KVBlockFFI
#t_V SmolLM2KVBlockFFI
#t_V GPT2KVBlockFFICuda
#t_V GPT2KVBlockFFIMetal
#t_V SmolLM2KVBlockFFICuda
#t_V SmolLM2KVBlockFFIMetal
#t_b_ff1 GPT2KVBlockFFI
#t_b_ff1 GPT2BlockFFI
#t_b_ff1 GPT2KVBlockFFICuda
#t_b_ff1 GPT2BlockFFICuda
#t_b_ff1 GPT2KVBlockFFIMetal
#t_b_ff1 GPT2BlockFFIMetal
#t_b_ff2 GPT2KVBlockFFI
#t_b_ff2 GPT2BlockFFI
#t_b_ff2 GPT2KVBlockFFICuda
#t_b_ff2 GPT2BlockFFICuda
#t_b_ff2 GPT2KVBlockFFIMetal
#t_b_ff2 GPT2BlockFFIMetal
#t_b_k GPT2KVBlockFFI
#t_b_k GPT2BlockFFI
#t_b_k SmolLM2KVBlockFFI
#t_b_k GPT2KVBlockFFICuda
#t_b_k GPT2BlockFFICuda
#t_b_k GPT2KVBlockFFIMetal
#t_b_k SmolLM2KVBlockFFICuda
#t_b_k GPT2BlockFFIMetal
#t_b_k SmolLM2KVBlockFFIMetal
#t_b_o GPT2KVBlockFFI
#t_b_o GPT2BlockFFI
#t_b_o GPT2KVBlockFFICuda
#t_b_o GPT2BlockFFICuda
#t_b_o GPT2KVBlockFFIMetal
#t_b_o GPT2BlockFFIMetal
#t_b_q GPT2KVBlockFFI
#t_b_q GPT2BlockFFI
#t_b_q SmolLM2KVBlockFFI
#t_b_q GPT2KVBlockFFICuda
#t_b_q GPT2BlockFFICuda
#t_b_q GPT2KVBlockFFIMetal
#t_b_q SmolLM2KVBlockFFICuda
#t_b_q GPT2BlockFFIMetal
#t_b_q SmolLM2KVBlockFFIMetal
#t_b_v GPT2KVBlockFFI
#t_b_v GPT2BlockFFI
#t_b_v SmolLM2KVBlockFFI
#t_b_v GPT2KVBlockFFICuda
#t_b_v GPT2BlockFFICuda
#t_b_v GPT2KVBlockFFIMetal
#t_b_v SmolLM2KVBlockFFICuda
#t_b_v GPT2BlockFFIMetal
#t_b_v SmolLM2KVBlockFFIMetal
#t_batch Toy::LLM::RecipeOptions
#t_cls_idx Toy::LLM::Engine::ViTTinyEngine
#t_cls_token Toy::LLM::Engine::ViTTinyEngine
#t_final_ln_gamma Toy::LLM::Engine::ViTTinyEngine
#t_final_norm_gamma FullForwardFFICache
#t_final_norm_gamma FullForwardFFICacheCuda
#t_final_norm_gamma SmolLM2KVFFICache
#t_final_norm_gamma SmolLM2KVFFICacheCuda
#t_final_norm_gamma SmolLM2KVFFICacheMetal
#t_h FFNFFICache
#t_h FFNFFICacheCuda
#t_h FFNFFICacheMetal
#t_hidden FFNFFICache
#t_hidden FFNFFICacheCuda
#t_hidden FFNFFICacheMetal
#t_hp Toy::LLM::Engine::ViTTinyEngine
#t_image Toy::LLM::Engine::ViTTinyEngine
#t_k_norm_gamma SmolLM2KVBlockFFI
#t_k_norm_gamma SmolLM2KVBlockFFICuda
#t_k_norm_gamma SmolLM2KVBlockFFIMetal
#t_labels Toy::LLM::Engine::ViTTinyEngine
#t_ln1_beta GPT2KVBlockFFI
#t_ln1_beta GPT2BlockFFI
#t_ln1_beta GPT2KVBlockFFICuda
#t_ln1_beta GPT2BlockFFICuda
#t_ln1_beta GPT2KVBlockFFIMetal
#t_ln1_beta GPT2BlockFFIMetal
#t_ln1_gamma GPT2KVBlockFFI
#t_ln1_gamma GPT2BlockFFI
#t_ln1_gamma Toy::LLM::Engine::ViTTinyBlockFFI
#t_ln1_gamma GPT2KVBlockFFICuda
#t_ln1_gamma GPT2BlockFFICuda
#t_ln1_gamma GPT2KVBlockFFIMetal
#t_ln1_gamma GPT2BlockFFIMetal
#t_ln2_beta GPT2KVBlockFFI
#t_ln2_beta GPT2BlockFFI
#t_ln2_beta GPT2KVBlockFFICuda
#t_ln2_beta GPT2BlockFFICuda
#t_ln2_beta GPT2KVBlockFFIMetal
#t_ln2_beta GPT2BlockFFIMetal
#t_ln2_gamma GPT2KVBlockFFI
#t_ln2_gamma GPT2BlockFFI
#t_ln2_gamma Toy::LLM::Engine::ViTTinyBlockFFI
#t_ln2_gamma GPT2KVBlockFFICuda
#t_ln2_gamma GPT2BlockFFICuda
#t_ln2_gamma GPT2KVBlockFFIMetal
#t_ln2_gamma GPT2BlockFFIMetal
#t_ln_f_beta GPT2KVFFICache
#t_ln_f_beta GPT2FullForwardFFICache
#t_ln_f_beta GPT2KVFFICacheCuda
#t_ln_f_beta GPT2FullForwardFFICacheCuda
#t_ln_f_beta GPT2KVFFICacheMetal
#t_ln_f_beta GPT2FullForwardFFICacheMetal
#t_ln_f_gamma GPT2KVFFICache
#t_ln_f_gamma GPT2FullForwardFFICache
#t_ln_f_gamma GPT2KVFFICacheCuda
#t_ln_f_gamma GPT2FullForwardFFICacheCuda
#t_ln_f_gamma GPT2KVFFICacheMetal
#t_ln_f_gamma GPT2FullForwardFFICacheMetal
#t_logits FullForwardFFICache
#t_logits FullForwardFFICacheCuda
#t_logits GPT2FullForwardFFICache
#t_logits Toy::LLM::Engine::ViTTinyEngine
#t_logits GPT2FullForwardFFICacheCuda
#t_logits GPT2FullForwardFFICacheMetal
t_matmul TinyNN
t_matmul TinyNNCuda
#t_matmul Mat
#t_norm1_gamma BlockFFICache
#t_norm1_gamma BlockFFICacheCuda
#t_norm2_gamma BlockFFICache
#t_norm2_gamma BlockFFICacheCuda
#t_out FFNFFICache
#t_out FFNFFICacheCuda
#t_out FFNFFICacheMetal
#t_output SmolLM2KVFFICache
#t_output SmolLM2KVFFICacheCuda
#t_output SmolLM2KVFFICacheMetal
#t_patch_kernel Toy::LLM::Engine::ViTTinyEngine
#t_pos SmolLM2KVStepResult
#t_pos SmolLM2KVStepResultCuda
#t_pos SmolLM2KVStepResultMetal
#t_pos_embed GPT2KVFFICache
#t_pos_embed Toy::LLM::Engine::ViTTinyEngine
#t_pos_embed GPT2KVFFICacheCuda
#t_pos_embed GPT2KVFFICacheMetal
#t_pos_slice FullForwardFFICache
#t_pos_slice FullForwardFFICacheCuda
#t_pos_slice GPT2FullForwardFFICache
#t_pos_slice GPT2FullForwardFFICacheCuda
#t_pos_slice GPT2FullForwardFFICacheMetal
#t_post_attn_norm_gamma SmolLM2KVBlockFFI
#t_post_attn_norm_gamma SmolLM2KVBlockFFICuda
#t_post_attn_norm_gamma SmolLM2KVBlockFFIMetal
#t_post_ffn_norm_gamma SmolLM2KVBlockFFI
#t_post_ffn_norm_gamma SmolLM2KVBlockFFICuda
#t_post_ffn_norm_gamma SmolLM2KVBlockFFIMetal
#t_pre FFNFFICache
#t_pre FFNFFICacheCuda
#t_pre FFNFFICacheMetal
#t_q_norm_gamma SmolLM2KVBlockFFI
#t_q_norm_gamma SmolLM2KVBlockFFICuda
#t_q_norm_gamma SmolLM2KVBlockFFIMetal
#t_rn1_gamma SmolLM2KVBlockFFI
#t_rn1_gamma SmolLM2KVBlockFFICuda
#t_rn1_gamma SmolLM2KVBlockFFIMetal
#t_rn2_gamma SmolLM2KVBlockFFI
#t_rn2_gamma SmolLM2KVBlockFFICuda
#t_rn2_gamma SmolLM2KVBlockFFIMetal
#t_rope_freq_factors SmolLM2KVFFICache
#t_rope_freq_factors SmolLM2KVFFICacheCuda
#t_rope_freq_factors SmolLM2KVFFICacheMetal
#t_seq FFNFFICache
#t_seq FullForwardFFICache
#t_seq FFNFFICacheCuda
#t_seq FullForwardFFICacheCuda
#t_seq FFNFFICacheMetal
#t_seq Toy::LLM::RecipeOptions
#t_seq GPT2FullForwardFFICache
#t_seq GPT2FullForwardFFICacheCuda
#t_seq GPT2FullForwardFFICacheMetal
#t_seq_attn_mask Toy::LLM::Engine::LlamaSeqEngine
#t_seq_attn_mask Toy::LLM::Blocks::TransformerBlockCtx
#t_seq_attn_mask Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_attn_mask Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_b_k Toy::LLM::Blocks::TransformerBlock
#t_seq_b_q Toy::LLM::Blocks::TransformerBlock
#t_seq_b_v Toy::LLM::Blocks::TransformerBlock
#t_seq_final_norm_gamma Toy::LLM::Archs::LlamaArch
#t_seq_final_norm_gamma Toy::LLM::Engine::LlamaSeqEngine
#t_seq_final_norm_gamma Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_final_norm_gamma Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_final_norm_gamma= Toy::LLM::Engine::LlamaSeqEngine
#t_seq_final_norm_gamma= Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_final_norm_gamma= Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_logits Toy::LLM::Archs::LlamaArchForwardOut
#t_seq_logits Toy::LLM::Engine::LlamaSeqEngine
#t_seq_logits Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_logits Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_output Toy::LLM::Archs::LlamaArch
#t_seq_output Toy::LLM::Engine::LlamaSeqEngine
#t_seq_output Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_output Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_output= Toy::LLM::Engine::LlamaSeqEngine
#t_seq_output= Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_output= Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_positions Toy::LLM::Engine::LlamaSeqEngine
#t_seq_positions Toy::LLM::Blocks::TransformerBlockCtx
#t_seq_positions Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_positions Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_rn1_gamma Toy::LLM::Blocks::TransformerBlock
#t_seq_rn2_gamma Toy::LLM::Blocks::TransformerBlock
#t_seq_rope_freq_factors Toy::LLM::Engine::LlamaSeqEngine
#t_seq_rope_freq_factors Toy::LLM::Blocks::TransformerBlockCtx
#t_seq_rope_freq_factors Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_rope_freq_factors Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_token_embed Toy::LLM::Archs::LlamaArch
#t_seq_token_embed Toy::LLM::Engine::LlamaSeqEngine
#t_seq_token_embed Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_token_embed Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_token_embed= Toy::LLM::Engine::LlamaSeqEngine
#t_seq_token_embed= Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_token_embed= Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_token_ids Toy::LLM::Engine::LlamaSeqEngine
#t_seq_token_ids Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_token_ids Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_w_down Toy::LLM::Blocks::TransformerBlock
#t_seq_w_gate Toy::LLM::Blocks::TransformerBlock
#t_seq_w_k Toy::LLM::Blocks::TransformerBlock
#t_seq_w_lora_a_q Toy::LLM::Blocks::TransformerBlock
#t_seq_w_lora_a_q_m Toy::LLM::Blocks::TransformerBlock
#t_seq_w_lora_a_q_v Toy::LLM::Blocks::TransformerBlock
#t_seq_w_lora_b_q Toy::LLM::Blocks::TransformerBlock
#t_seq_w_lora_b_q_m Toy::LLM::Blocks::TransformerBlock
#t_seq_w_lora_b_q_v Toy::LLM::Blocks::TransformerBlock
#t_seq_w_o Toy::LLM::Blocks::TransformerBlock
#t_seq_w_proj Toy::LLM::Archs::LlamaArch
#t_seq_w_proj Toy::LLM::Engine::LlamaSeqEngine
#t_seq_w_proj Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_w_proj Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_w_proj= Toy::LLM::Engine::LlamaSeqEngine
#t_seq_w_proj= Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_w_proj= Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_w_q Toy::LLM::Blocks::TransformerBlock
#t_seq_w_up Toy::LLM::Blocks::TransformerBlock
#t_seq_w_v Toy::LLM::Blocks::TransformerBlock
#t_seq_x_embed Toy::LLM::Archs::LlamaArchForwardOut
#t_seq_x_embed Toy::LLM::Engine::LlamaSeqEngine
#t_seq_x_embed Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_x_embed Toy::LLM::Engine::LlamaSeqEngineMetal
#t_seq_x_final Toy::LLM::Archs::LlamaArchForwardOut
#t_seq_x_final Toy::LLM::Engine::LlamaSeqEngine
#t_seq_x_final Toy::LLM::Engine::LlamaSeqEngineCuda
#t_seq_x_final Toy::LLM::Engine::LlamaSeqEngineMetal
#t_token_embed FullForwardFFICache
#t_token_embed FullForwardFFICacheCuda
#t_token_embed GPT2KVFFICache
#t_token_embed GPT2FullForwardFFICache
#t_token_embed SmolLM2KVFFICache
#t_token_embed GPT2KVFFICacheCuda
#t_token_embed GPT2FullForwardFFICacheCuda
#t_token_embed GPT2KVFFICacheMetal
#t_token_embed SmolLM2KVFFICacheCuda
#t_token_embed GPT2FullForwardFFICacheMetal
#t_token_embed SmolLM2KVFFICacheMetal
#t_token_id GPT2KVStepResult
#t_token_id SmolLM2KVStepResult
#t_token_id GPT2KVStepResultCuda
#t_token_id GPT2KVStepResultMetal
#t_token_id SmolLM2KVStepResultCuda
#t_token_id SmolLM2KVStepResultMetal
#t_token_ids FullForwardFFICache
#t_token_ids FullForwardFFICacheCuda
#t_token_ids GPT2FullForwardFFICache
#t_token_ids GPT2FullForwardFFICacheCuda
#t_token_ids GPT2FullForwardFFICacheMetal
#t_w1_t FFNFFICache
#t_w1_t FFNFFICacheCuda
#t_w1_t FFNFFICacheMetal
#t_w2_t FFNFFICache
#t_w2_t FFNFFICacheCuda
#t_w2_t FFNFFICacheMetal
#t_w_down SmolLM2KVBlockFFI
#t_w_down Toy::LLM::Engine::ViTTinyBlockFFI
#t_w_down SmolLM2KVBlockFFICuda
#t_w_down SmolLM2KVBlockFFIMetal
#t_w_down_exps SmolLM2KVBlockFFI
#t_w_down_exps SmolLM2KVBlockFFICuda
#t_w_down_exps SmolLM2KVBlockFFIMetal
#t_w_ff1 BlockFFICache
#t_w_ff1 BlockFFICacheCuda
#t_w_ff1 GPT2KVBlockFFI
#t_w_ff1 GPT2BlockFFI
#t_w_ff1 GPT2KVBlockFFICuda
#t_w_ff1 GPT2BlockFFICuda
#t_w_ff1 GPT2KVBlockFFIMetal
#t_w_ff1 GPT2BlockFFIMetal
#t_w_ff2 BlockFFICache
#t_w_ff2 BlockFFICacheCuda
#t_w_ff2 GPT2KVBlockFFI
#t_w_ff2 GPT2BlockFFI
#t_w_ff2 GPT2KVBlockFFICuda
#t_w_ff2 GPT2BlockFFICuda
#t_w_ff2 GPT2KVBlockFFIMetal
#t_w_ff2 GPT2BlockFFIMetal
#t_w_gate SmolLM2KVBlockFFI
#t_w_gate SmolLM2KVBlockFFICuda
#t_w_gate SmolLM2KVBlockFFIMetal
#t_w_gate_exps SmolLM2KVBlockFFI
#t_w_gate_exps SmolLM2KVBlockFFICuda
#t_w_gate_exps SmolLM2KVBlockFFIMetal
#t_w_head Toy::LLM::Engine::ViTTinyEngine
#t_w_k BlockFFICache
#t_w_k BlockFFICacheCuda
#t_w_k GPT2KVBlockFFI
#t_w_k GPT2BlockFFI
#t_w_k SmolLM2KVBlockFFI
#t_w_k Toy::LLM::Engine::ViTTinyBlockFFI
#t_w_k GPT2KVBlockFFICuda
#t_w_k GPT2BlockFFICuda
#t_w_k GPT2KVBlockFFIMetal
#t_w_k SmolLM2KVBlockFFICuda
#t_w_k GPT2BlockFFIMetal
#t_w_k SmolLM2KVBlockFFIMetal
#t_w_lora_a_q SmolLM2KVBlockFFI
#t_w_lora_a_q SmolLM2KVBlockFFICuda
#t_w_lora_a_q SmolLM2KVBlockFFIMetal
#t_w_lora_a_q_m SmolLM2KVBlockFFI
#t_w_lora_a_q_m SmolLM2KVBlockFFICuda
#t_w_lora_a_q_m SmolLM2KVBlockFFIMetal
#t_w_lora_a_q_v SmolLM2KVBlockFFI
#t_w_lora_a_q_v SmolLM2KVBlockFFICuda
#t_w_lora_a_q_v SmolLM2KVBlockFFIMetal
#t_w_lora_b_q SmolLM2KVBlockFFI
#t_w_lora_b_q SmolLM2KVBlockFFICuda
#t_w_lora_b_q SmolLM2KVBlockFFIMetal
#t_w_lora_b_q_m SmolLM2KVBlockFFI
#t_w_lora_b_q_m SmolLM2KVBlockFFICuda
#t_w_lora_b_q_m SmolLM2KVBlockFFIMetal
#t_w_lora_b_q_v SmolLM2KVBlockFFI
#t_w_lora_b_q_v SmolLM2KVBlockFFICuda
#t_w_lora_b_q_v SmolLM2KVBlockFFIMetal
#t_w_o BlockFFICache
#t_w_o BlockFFICacheCuda
#t_w_o GPT2KVBlockFFI
#t_w_o GPT2BlockFFI
#t_w_o SmolLM2KVBlockFFI
#t_w_o Toy::LLM::Engine::ViTTinyBlockFFI
#t_w_o GPT2KVBlockFFICuda
#t_w_o GPT2BlockFFICuda
#t_w_o GPT2KVBlockFFIMetal
#t_w_o SmolLM2KVBlockFFICuda
#t_w_o GPT2BlockFFIMetal
#t_w_o SmolLM2KVBlockFFIMetal
#t_w_q BlockFFICache
#t_w_q BlockFFICacheCuda
#t_w_q GPT2KVBlockFFI
#t_w_q GPT2BlockFFI
#t_w_q SmolLM2KVBlockFFI
#t_w_q Toy::LLM::Engine::ViTTinyBlockFFI
#t_w_q GPT2KVBlockFFICuda
#t_w_q GPT2BlockFFICuda
#t_w_q GPT2KVBlockFFIMetal
#t_w_q SmolLM2KVBlockFFICuda
#t_w_q GPT2BlockFFIMetal
#t_w_q SmolLM2KVBlockFFIMetal
#t_w_router SmolLM2KVBlockFFI
#t_w_router SmolLM2KVBlockFFICuda
#t_w_router SmolLM2KVBlockFFIMetal
#t_w_up SmolLM2KVBlockFFI
#t_w_up Toy::LLM::Engine::ViTTinyBlockFFI
#t_w_up SmolLM2KVBlockFFICuda
#t_w_up SmolLM2KVBlockFFIMetal
#t_w_up_exps SmolLM2KVBlockFFI
#t_w_up_exps SmolLM2KVBlockFFICuda
#t_w_up_exps SmolLM2KVBlockFFIMetal
#t_w_v BlockFFICache
#t_w_v BlockFFICacheCuda
#t_w_v GPT2KVBlockFFI
#t_w_v GPT2BlockFFI
#t_w_v SmolLM2KVBlockFFI
#t_w_v Toy::LLM::Engine::ViTTinyBlockFFI
#t_w_v GPT2KVBlockFFICuda
#t_w_v GPT2BlockFFICuda
#t_w_v GPT2KVBlockFFIMetal
#t_w_v SmolLM2KVBlockFFICuda
#t_w_v GPT2BlockFFIMetal
#t_w_v SmolLM2KVBlockFFIMetal
#t_x_embed FullForwardFFICache
#t_x_embed FullForwardFFICacheCuda
#t_x_embed GPT2FullForwardFFICache
#t_x_embed GPT2FullForwardFFICacheCuda
#t_x_embed GPT2FullForwardFFICacheMetal
#t_x_final FullForwardFFICache
#t_x_final FullForwardFFICacheCuda
#t_x_final GPT2FullForwardFFICache
#t_x_final GPT2FullForwardFFICacheCuda
#t_x_final GPT2FullForwardFFICacheMetal
tap Toy
#tap_attn_norm Toy::LLM::Blocks::TransformerBlock
#tap_ffn_out Toy::LLM::Blocks::TransformerBlock
tap_info Toy
#tap_resid_post Toy::LLM::Blocks::TransformerBlock
#temperature SamplerConfig
temperature Sampler
#tensor? Toy::Core::GGUFMeta
#tensor_names Toy::Core::GGUFMeta
text ToyDescribeFlow
tiny ViTTinyConfig
tiny Toy::SmolLM2Config
#to_h Toy::Core::Config
#token_at Tokenizer
#token_embed GPT2LM
#token_embed Toy::GPT2
#token_embed Toy::SmolLM2
#token_embed Gradients
#token_embed TransformerLM
#token_ids ForwardCache
token_logprob ToyLogProbs
#tokenizer ToyLM
#tokenizer ToyLMCuda
#tokenizer ToyLMMetal
#tokenizer_kind Arch
#top_k SamplerConfig
top_k Sampler
top_k ToyLogProbs
#top_p SamplerConfig
top_p Sampler
#total_steps LRSchedule
#total_steps Toy::Trainer
#trace_names SmolLM2KVFFICache
#trace_on SmolLM2KVFFICache
#trace_tap SmolLM2KVFFICache
#trace_tap SmolLM2KVFFICacheCuda
#trace_tap SmolLM2KVFFICacheMetal
#trace_tensors SmolLM2KVFFICache
#transformer_block GPT2LM
#transformer_block TransformerLM
#transformer_block_backward TransformerLM
#transformer_block_into TransformerLM
transpose TinyNN
#transpose Mat
try_open_native! Toy::MRI
#type_ Toy::CardItem
#unk_id Arch
#unk_id Tokenizer
#untied Toy::LLM::RecipeOptions
#untied GGUFLoad::SmolLM2Flags
#untied_lm_head Arch
#upload_block_causal_mask! Toy::LLM::Engine::LlamaSeqEngine
#upload_block_causal_mask! Toy::LLM::Engine::LlamaSeqEngineCuda
#upload_block_causal_mask! Toy::LLM::Engine::LlamaSeqEngineMetal
#upload_constant Toy::LLM::Engine::ViTTinyEngine
#upload_constant Toy::LLM::Engine::LlamaSeqEngine
#upload_constant Toy::LLM::Engine::LlamaSeqEngineCuda
#upload_constant Toy::LLM::Engine::LlamaSeqEngineMetal
#upload_donor! Toy::LLM::Recipes::WarmStart
#upload_donor! Toy::LLM::Recipes::WarmStartCuda
#upload_donor! Toy::LLM::Recipes::WarmStartMetal
upload_from GPT2KV
upload_from GPT2FFI
upload_from SmolLM2KV
upload_from GPT2KVCuda
upload_from GPT2FFICuda
upload_from GPT2KVMetal
upload_from SmolLM2KVCuda
upload_from GPT2FFIMetal
upload_from SmolLM2KVMetal
#upload_gaussian Toy::LLM::Engine::ViTTinyEngine
#upload_gaussian Toy::LLM::Engine::LlamaSeqEngine
#upload_gaussian Toy::LLM::Engine::LlamaSeqEngineCuda
#upload_gaussian Toy::LLM::Engine::LlamaSeqEngineMetal
upload_int_array TinyNN
upload_int_array TinyNNCuda
upload_int_array TinyNNMetal
#upload_lora_q_init! SmolLM2KVFFICache
#upload_lora_q_init! Toy::LLM::Engine::LlamaSeqEngine
#upload_lora_q_init! SmolLM2KVFFICacheCuda
#upload_lora_q_init! SmolLM2KVFFICacheMetal
#upload_lora_q_init! Toy::LLM::Engine::LlamaSeqEngineCuda
#upload_lora_q_init! Toy::LLM::Engine::LlamaSeqEngineMetal
#upload_random_init! Toy::LLM::Engine::ViTTinyEngine
#upload_random_init! Toy::LLM::Engine::LlamaSeqEngine
#upload_random_init! Toy::LLM::Engine::LlamaSeqEngineCuda
#upload_random_init! Toy::LLM::Engine::LlamaSeqEngineMetal
upload_row_major TinyNN
upload_row_major TinyNNCuda
upload_row_major TinyNNMetal
upload_transposed TinyNN
upload_transposed TinyNNCuda
upload_transposed TinyNNMetal
#use_flash_attn SmolLM2KVFFICache
#use_flash_attn SmolLM2KVFFICacheCuda
#use_flash_attn SmolLM2KVFFICacheMetal
#v HeadCache
#v AdamState
#value Toy::CardHyper
#var Toy::Step
#version Toy::Core::GGUFMeta
#vocab Toy::Embedding
#vocab Toy::GPT2Config
#vocab Toy::LLM::TrainingBatch
#vocab Toy::SmolLM2Config
#vocab_id GPT2BPETables
#vocab_size FullForwardFFICache
#vocab_size Arch
#vocab_size GPT2LM
#vocab_size GPT2Config
#vocab_size Tokenizer
#vocab_size FullForwardFFICacheCuda
#vocab_size TransformerLM
#vocab_size GPT2KVFFICache
#vocab_size GPT2FullForwardFFICache
#vocab_size SmolLM2KVFFICache
#vocab_size GPT2KVFFICacheCuda
#vocab_size GPT2FullForwardFFICacheCuda
#vocab_size GPT2KVFFICacheMetal
#vocab_size SmolLM2KVFFICacheCuda
#vocab_size GPT2FullForwardFFICacheMetal
#vocab_size SmolLM2KVFFICacheMetal
#vocab_tok GPT2BPETables
#vocabulary TransformerLM
#vt_cache Toy::LLM::Recipes::VitTiny
#vt_t_loss Toy::LLM::Recipes::VitTiny
#w Toy::Linear
#w1 Toy::FFN
#w2 Toy::FFN
#w_down Toy::SwiGLU
#w_ff1 GPT2Block
#w_ff1 Block
#w_ff2 GPT2Block
#w_ff2 Block
#w_gate Toy::SwiGLU
#w_k Toy::CausalSelfAttention
#w_k Toy::GQAttention
#w_k GPT2Block
#w_k Block
#w_o Toy::CausalSelfAttention
#w_o Toy::GQAttention
#w_o GPT2Block
#w_o Block
#w_q Toy::CausalSelfAttention
#w_q Toy::GQAttention
#w_q GPT2Block
#w_q Block
#w_up Toy::SwiGLU
#w_v Toy::CausalSelfAttention
#w_v Toy::GQAttention
#w_v GPT2Block
#w_v Block
warm_start_recipe Toy::Device
#warmup Toy::Trainer
#warmup_steps LRSchedule
#weight Toy::Embedding
#weight_decay Toy::AdamW
#weight_dtype Toy::LLM::RecipeOptions
#weight_type SmolLM2KVFFICache
#weight_type SmolLM2KVFFICacheCuda
#weight_type SmolLM2KVFFICacheMetal
#weights_dir Toy::RunBundle
write ToyGGUFWriter
write_step ToyGGUFWriter
#ws_cache Toy::LLM::Recipes::WarmStart
#ws_cache Toy::LLM::Recipes::WarmStartCuda
#ws_cache Toy::LLM::Recipes::WarmStartMetal
#ws_step_index Toy::LLM::Recipes::WarmStart
#ws_step_index Toy::LLM::Recipes::WarmStartCuda
#ws_step_index Toy::LLM::Recipes::WarmStartMetal
#ws_t_hp Toy::LLM::Recipes::WarmStart
#ws_t_hp Toy::LLM::Recipes::WarmStartCuda
#ws_t_hp Toy::LLM::Recipes::WarmStartMetal
#ws_t_labels Toy::LLM::Recipes::WarmStart
#ws_t_labels Toy::LLM::Recipes::WarmStartCuda
#ws_t_labels Toy::LLM::Recipes::WarmStartMetal
#ws_t_loss Toy::LLM::Recipes::WarmStart
#ws_t_loss Toy::LLM::Recipes::WarmStartCuda
#ws_t_loss Toy::LLM::Recipes::WarmStartMetal
#x_attn LayerCache
#x_block_out ForwardCache
#x_embed ForwardCache
#x_final ForwardCache
#x_in_for_layer TransformerLM
#x_out LayerCache
#x_out BlockResult
#xorshift_uniform! Toy::LLM::Engine::LlamaSeqEngine
#xorshift_uniform! Toy::LLM::Engine::LlamaSeqEngineCuda
#xorshift_uniform! Toy::LLM::Engine::LlamaSeqEngineMetal
#y NormResult
#zero_tensor Toy::LLM::Engine::ViTTinyEngine