Initial Commit

scripts/kaiyuan2b-profiling/params/data_phase1.sh.back

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+
+DATA_DIR=/ssd/yi/converted_data/megatron_phase1
+
+START=0
+END=50
+
+DATA_PATHS=""
+for idx in $(seq -f "%05g" $START $END); do
+  DATA_PATHS+=" 1 ${DATA_DIR}/phase1_part-${idx}_text_document"
+done
+
+DATA_ARGS="
+  --data-path ${DATA_PATHS}
+  --split 999,1,0
+  --tokenizer-type HuggingFaceTokenizer
+  --tokenizer-model /apps/yi/model_training/data/tokenizer
+"
+
+#   --vocab-file /apps/yi/model_training/data/tokenizer/vocab.json
+#   --merge-file /apps/yi/model_training/data/tokenizer/merges.txt
+#   --vocab-size 151936

scripts/kaiyuan2b-profiling/params/gpt_smoke/data.sh

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+
+DATA_DIR=/ssd/yi/converted_data/megatron_phase1
+
+START=0
+END=50
+
+DATA_PATHS=""
+for idx in $(seq -f "%05g" $START $END); do
+  DATA_PATHS+=" 1 ${DATA_DIR}/phase1_part-${idx}_text_document"
+done
+
+DATA_ARGS="
+  --data-path ${DATA_PATHS}
+  --split 999,1,0
+  --tokenizer-type HuggingFaceTokenizer
+  --tokenizer-model /apps/yi/model_training/data/tokenizer
+"
+
+#   --vocab-file /apps/yi/model_training/data/tokenizer/vocab.json
+#   --merge-file /apps/yi/model_training/data/tokenizer/merges.txt
+#   --vocab-size 151936

scripts/kaiyuan2b-profiling/params/gpt_smoke/hparams.sh

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+HPARAM_ARGS="
+  --micro-batch-size 32
+  --global-batch-size 2048
+  --train-iters 15000
+  --eval-iters 10
+  --eval-interval 1000
+  --save-interval 1000
+  --log-interval 1
+  --lr 1e-3
+  --min-lr 1e-3
+  --lr-decay-style constant
+  --lr-warmup-iters 10
+"

scripts/kaiyuan2b-profiling/params/gpt_smoke/model.sh

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+# downscaled qwen3 arch, simulate gpt2-level training
+MODEL_ARGS="
+  --seq-length 4096
+  --hidden-size 768
+  --ffn-hidden-size 3072
+  --num-layers 12
+  --num-attention-heads 8
+  --num-query-groups 4
+  --rotary-base 10000
+  --init-method-std 0.018
+  --group-query-attention
+  --max-position-embeddings 4096
+  --position-embedding-type rope
+  --swiglu
+  --disable-bias-linear
+  --normalization RMSNorm
+  --untie-embeddings-and-output-weights
+"

scripts/kaiyuan2b-profiling/params/optim_common.sh

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+# note: by default decoupled_weight_decay is True and adam optimizer acts as adamW
+
+OPTIM_ARGS="
+  --optimizer adam
+  --adam-beta1 0.9
+  --adam-beta2 0.95
+  --adam-eps 1e-8
+  --weight-decay 0.1
+  --clip-grad 1.0
+"

scripts/kaiyuan2b-profiling/params/qwen3_1p7b/data_phase1_smoke.sh

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+
+DATA_DIR=/ssd/yi/converted_data/megatron_phase1
+
+START=0
+END=210
+
+DATA_PATHS=""
+for idx in $(seq -f "%05g" $START $END); do
+  DATA_PATHS+=" 1 ${DATA_DIR}/phase1_part-${idx}_text_document"
+done
+
+DATA_ARGS="
+  --data-path ${DATA_PATHS}
+  --split 999,1,0
+  --tokenizer-type HuggingFaceTokenizer
+  --tokenizer-model /apps/yi/model_training/data/tokenizer
+"
+
+#   --vocab-file /apps/yi/model_training/data/tokenizer/vocab.json
+#   --merge-file /apps/yi/model_training/data/tokenizer/merges.txt
+#   --vocab-size 151936

scripts/kaiyuan2b-profiling/params/qwen3_1p7b/hparams.sh

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+HPARAMS="
+  --micro-batch-size 16
+  --global-batch-size 2048
+  --train-iters 19760
+  --eval-iters 10
+  --eval-interval 1000
+  --save-interval 1000
+  --log-interval 1
+  --lr 5e-3
+  --min-lr 5e-3
+  --lr-decay-style constant
+  --lr-warmup-iters 10
+"

scripts/kaiyuan2b-profiling/params/qwen3_1p7b/model.sh

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+# note: official qwen3 training uses qk norm while megatron has no official support
+
+MODEL_ARGS="
+  --seq-length 4096
+  --hidden-size 2048
+  --ffn-hidden-size 6144
+  --num-layers 28
+  --num-attention-heads 16
+  --num-query-groups 8
+  --rotary-base 10000
+  --init-method-std 0.018
+  --group-query-attention
+  --max-position-embeddings 4096
+  --position-embedding-type rope
+  --swiglu
+  --disable-bias-linear
+  --normalization RMSNorm
+  --untie-embeddings-and-output-weights
+"