LMStudio.NeuralArchitecture (lmstudio v0.1.0)

Advanced Neural Architecture for Cognitive Agents

Implements self-modifying neural networks, attention mechanisms, transformer architectures, and neural evolution strategies.

Summary

Functions

analyze_attention_patterns(neural_pid, model_id)

child_spec(init_arg)

Returns a specification to start this module under a supervisor.

See Supervisor.

create_model(neural_pid, model_id, config \\ %{})

evolve_model(neural_pid, model_id, evolution_config \\ %{})

forward_pass(neural_pid, model_id, input_embeddings, mask \\ nil)

get_model_state(neural_pid, model_id)

start_link(opts \\ [])

train_step(neural_pid, model_id, training_data)