bach-garland-phariaplusplus-2epochs

bach_garland_phariaplusplus - An xLSTM Model

Trained with Helibrunna by Dr. Tristan Behrens.

Configuration

training:
  model_name: bach_garland_phariaplusplus
  batch_size: 12
  lr: 0.001
  lr_warmup_steps: 833
  lr_decay_until_steps: 8333
  lr_decay_factor: 0.001
  weight_decay: 0.1
  amp_precision: bfloat16
  weight_precision: float32
  enable_mixed_precision: true
  num_epochs: 2
  output_dir: output/bach_garland_phariaplusplus
  save_every_step: 500
  log_every_step: 10
  wandb_project: bach_garland
  torch_compile: false
model:
  type: pharia
  attention_bias: true
  attention_dropout: 0.0
  eos_token_id: 0
  bos_token_id: 127179
  pad_token_id: 1
  hidden_act: gelu
  hidden_size: 512
  initializer_range: 0.02
  intermediate_size: 1024
  max_position_embeddings: 2048
  mlp_bias: true
  num_attention_heads: 8
  num_hidden_layers: 6
  num_key_value_heads: 8
  rope_scaling: null
  rope_theta: 1000000
  tie_word_embeddings: false
  use_cache: true
  context_length: 2048
  vocab_size: 178
dataset:
  hugging_face_id: TristanBehrens/bach_garland_2024-100K
tokenizer:
  type: whitespace
  fill_token: '[EOS]'