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tangled-llama-x-32k-base-v0.1

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tangled-llama-x-32k-base-v0.1
File size: 1,290 Bytes 
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model_name: tiny-llama-1.1b
model_config:
  name: ''
  hf_config: {}
  scale_embeddings: false
  block_size: 32768
  vocab_size: 32768
  padding_multiple: 512
  padded_vocab_size: 32768
  n_layer: 20
  n_head: 32
  n_embd: 512
  rotary_percentage: 1.0
  parallel_residual: false
  bias: false
  lm_head_bias: false
  n_query_groups: 4
  shared_attention_norm: false
  norm_class_name: RMSNorm
  post_attention_norm: false
  post_mlp_norm: false
  norm_eps: 1.0e-05
  mlp_class_name: LLaMAMLP
  gelu_approximate: none
  intermediate_size: 2048
  rope_condense_ratio: 1
  rope_base: 500000
  n_expert: 0
  n_expert_per_token: 0
out_dir: ../out/pretrain
precision: bf16-true
resume: auto
data:
  class_path: litgpt.data.LitData
  init_args:
    data_path: ../data/
    seed: 42
    num_workers: 16
train:
  save_interval: 1000
  log_interval: 1
  global_batch_size: 512
  micro_batch_size: 12
  lr_warmup_steps: 2000
  max_tokens: 9782206713
  max_seq_length: 2048
  max_norm: 1.0
  min_lr: 4.0e-05
eval:
  interval: 100
  max_iters: 100
  initial_validation: false
  final_validation: false
optimizer:
  class_path: grokadamw.GrokAdamW
  init_args:
    lr: 5.0e-05
    weight_decay: 0.1
    betas:
    - 0.9
    - 0.95
devices: auto
num_nodes: 1
tokenizer_dir: ..
logger_name: wandb
seed: 42