dreamerdeo commited on
Commit
7abf113
·
1 Parent(s): a1f410b

Upload folder using huggingface_hub

Browse files
Files changed (1) hide show
  1. run_train_test.sh +33 -0
run_train_test.sh ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ LOG_ARGS="--log_interval 1 --save_interval 2500 --eval_interval 2500 --eval_iters 10"
3
+
4
+ TRAIN_ARGS="--train_iters 50000 --lr_decay_style cosine
5
+ --lr_warmup_iters 50 --lr 1e-5 --min_lr 1e-6 --use_flash_attn
6
+ --attention_dropout 0.0 --adam_beta1 0.9 --adam_beta2 0.95 --adam_eps 1e-5"
7
+
8
+ DISTRIBUTED_ARGS="--nproc_per_node 8 --nnodes 1 --node_rank 0 --master_addr localhost --master_port 8000"
9
+ # DISTRIBUTED_ARGS="--nproc_per_node 16 --nnodes 2 --node_rank $RANK --master_addr $MASTER_ADDR --master_port $MASTER_PORT"
10
+
11
+ LLAMA2_ARGS=" --no_bias_gelu_fusion --no_bias_dropout_fusion
12
+ --seq_length 4096 --max_position_embeddings 4096
13
+ --hidden_dropout 0.0 --rope_scaling_factor 1.0"
14
+
15
+ CUDA_DEVICE_MAX_CONNECTIONS=1 \
16
+ torchrun $DISTRIBUTED_ARGS finetune.py \
17
+ --tensor_model_parallel_size 8 \
18
+ --pipeline_model_parallel_size 1 \
19
+ --load megatron_test/llama2-megatron-t8p1 \
20
+ --save megatron_test/model_test \
21
+ --tensorboard_dir megatron_test/model_test/logs/ \
22
+ --data_path megatron_test/indonesian_mix_data/indonesian_mix_data_text_document \
23
+ --model_name llama2 \
24
+ --tokenizer_type SentencePieceTokenizer \
25
+ --vocab_file megatron_test/llama2_tokenizer.model \
26
+ --bf16 \
27
+ --micro_batch_size 4 \
28
+ --global_batch_size 16 \
29
+ --sequence_parallel \
30
+ --recompute_granularity selective \
31
+ --use_checkpoint_args \
32
+ $COMMON_ARGS $LOG_ARGS $TRAIN_ARGS $LLAMA2_ARGS
33
+