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2d38ae8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 | # Layer-zero distillation: zero student layers 14-17 at init,
# constant LR 5e-7, 2000 steps. Aim: lower KL than the prior checkpoint
# despite the surgery.
[model]
teacher = "Qwen/Qwen3.5-35B-A3B"
student = "Troiaaa/m-6a3lnzvb"
tokenizer = "Qwen/Qwen3.5-35B-A3B"
[data]
dataset = "karpathy/climbmix-400b-shuffle"
text_field = "text"
min_chars = 2560
max_seq_len = 640
kl_start_pos = 128
seed = 42
shuffle_buffer = 10000
[train]
seed = 42
lr = 5.0e-7
schedule = "constant"
warmup_steps = 0
weight_decay = 0.0
grad_clip = 1.0
betas = [0.9, 0.95]
eps = 1.0e-8
samples_per_step = 8
micro_batch_size = 8
max_steps = 2000
grad_checkpointing = true
attn_implementation = "flash_attention_2"
student_dtype = "bfloat16"
teacher_dtype = "bfloat16"
mixed_precision = "bf16"
kl_chunk_size = 0
new_layer_lr_mul = 1.0
[eval]
every_steps = 50
samples = 64
seed = 1234
[log]
wandb = true
wandb_project = "distil-subnet97"
wandb_run = "m-6a3lnzvb-zero14_17"
log_every = 1
output_dir = "./out/zero_14_17"
[init]
zero_layers = [14, 15, 16, 17]
target_num_layers = 32
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