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Hyperparameters: |
adam_eps: 1e-08 |
adam_wd: 0.02 |
beta1: 0.9 |
beta2: 0.95 |
bigram_dim: 128 |
bigram_vocab_size: 0 |
compressor: brotli |
data_dir: /workspace/data |
datasets_dir: /workspace/data/datasets/fineweb10B_sp8192 |
distributed: True |
dtg_enabled: False |
ema_decay: 0.9965 |
embed_bits: 8 |
embed_clip_sigmas: 20.0 |
embed_lr: 0.6 |
embed_wd: 0.085 |
embedding_dim: 512 |
enable_looping_at: 0.35 |
etlb_clip: 3.0 |
etlb_enabled: False |
etlb_lr: 0.05 |
etlb_steps: 5 |
eval_seq_len: 2048 |
eval_stride: 64 |
gated_attention: False |
gptq_blocksize: 128 |
gptq_calibration_batches: 256 |
gptq_dampening: 0.01 |
gptq_enabled: True |
gptq_reserve_seconds: 12.0 |
grad_accum_steps: 1 |
grad_clip_norm: 0.3 |
head_lr: 0.008 |
is_main_process: True |
iterations: 20000 |
late_qat_threshold: 0.15 |
lawa_enabled: False |
lawa_freq: 100 |
lawa_k: 10 |
lbfgs_slot_clamp: 5.0 |
lbfgs_slot_enabled: False |
lbfgs_slot_focal: 128 |
lbfgs_slot_history: 20 |
lbfgs_slot_iters: 25 |
lbfgs_slot_lr: 1.0 |
ln_scale: True |
local_rank: 0 |
logfile: logs/B3_frz0.txt |
logit_softcap: 30.0 |
loop_end: 5 |
loop_start: 3 |
matrix_bits: 6 |
matrix_clip_sigmas: 12.85 |
matrix_lr: 0.022 |
max_wallclock_seconds: 600.0 |
min_lr: 0.0 |
mlp_mult: 4.0 |
model_dim: 512 |
model_path: final_model.pt |
mtp_loss_weight: 0.2 |
mtp_num_heads: 0 |
muon_backend_steps: 5 |
muon_beta2: 0.95 |
muon_momentum: 0.99 |
muon_momentum_warmup_start: 0.92 |
muon_momentum_warmup_steps: 1500 |
muon_row_normalize: True |
muon_wd: 0.095 |
num_heads: 8 |
num_kv_heads: 4 |
num_layers: 11 |
num_loops: 2 |
parallel_residual_start: 7 |
prequant_ttt_chunk_tokens: 32768 |
prequant_ttt_enabled: True |
prequant_ttt_epochs: 21 |
prequant_ttt_freeze_blocks: 0 |
prequant_ttt_grad_clip: 1.0 |
prequant_ttt_lr: 0.001 |
prequant_ttt_wd: 0.0 |
qat_enabled: False |
qk_gain_init: 5.25 |
quantized_model_path: final_model.int6.ptz |
rank: 0 |
rope_base: 10000.0 |
rope_dims: 16 |
rope_train_seq_len: 2048 |
run_id: B3_frz0 |
scalar_lr: 0.02 |
seed: 42 |
skip_gates_enabled: True |
sliding_window_enabled: True |
swa_enabled: True |
swa_every: 50 |
tie_embeddings: True |
tied_embed_init_std: 0.005 |
tied_embed_lr: 0.03 |
tokenizer_path: /workspace/data/tokenizers/fineweb_8192_bpe.model |
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