File size: 1,333 Bytes
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 | [model]
teacher = "../models/Qwen3.5-35B-A3B"
student = "../models/sn97-text"
tokenizer = "../models/Qwen3.5-35B-A3B"
student_device = "cuda:7"
teacher_devices = [0, 1, 2, 3, 4, 5]
teacher_max_memory_gb = 70
[data]
dataset = "karpathy/climbmix-400b-shuffle"
text_field = "text"
min_chars = 2560
max_seq_len = 2048
kl_start_pos = 128
seed = 6767
shuffle_buffer = 10000
[train]
seed = 6767
lr = 1.0e-7
schedule = "constant"
warmup_steps = 0
weight_decay = 0.0
grad_clip = 1.0
betas = [0.9, 0.999]
eps = 1.0e-3
samples_per_step = 4
micro_batch_size = 1
max_steps = 1
grad_checkpointing = true
attn_implementation = "flash_attention_2"
student_dtype = "bfloat16"
teacher_dtype = "bfloat16"
kl_chunk_size = 256
new_layer_lr_mul = 1.0
[eval]
every_steps = 1
samples = 16
seed = 4242
cache_path = "./cache/sn97_eval_long_16.pt"
[log]
wandb = false
wandb_project = "distil-subnet97"
wandb_run = "sn97_eval_long"
log_every = 1
output_dir = "./out/sn97_eval_long"
experiment_log = "./out/experiments.jsonl"
[init]
zero_layers = []
target_num_layers = 32
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