Annavettoruzzo's group workspace
flame-moe-1.7b
What makes this group special?
Tags
31245
Notes
Author
haokState
Finished
Start time
May 7th, 2025 8:09:45 PM
Runtime
17h 31m 12s
Tracked hours
17h 31m 12s
Run path
haok/flame-moe/h4p4t73r
OS
Linux-6.1.0-23-cloud-amd64-x86_64-with-glibc2.36
Python version
CPython 3.10.16
Git repository
git clone https://github.com/yuzc19/Megatron-LM
Git state
git checkout -b "31245" 1c6f6a0e368e74047ed7797ba3d34c281f75fe06
Command
/home/haok/MoE-Research/Megatron-LM/pretrain_gpt.py --hidden-size 2048 --ffn-hidden-size 10944 --num-layers 18 --num-attention-heads 16 --swiglu --max-position-embeddings 2048 --normalization RMSNorm --norm-epsilon 1e-6 --untie-embeddings-and-output-weights --position-embedding-type rope --disable-bias-linear --moe-ffn-hidden-size 1408 --num-experts 64 --moe-router-topk 6 --moe-shared-expert-intermediate-size 2816 --moe-layer-freq [0]*1+[1]*17 --moe-router-dtype fp32 --moe-router-pre-softmax --moe-router-score-function softmax --moe-aux-loss-coeff 0.01 --moe-z-loss-coeff 0.001 --hidden-dropout 0.0 --attention-dropout 0.0 --init-method-std 0.02 --tokenizer-type HuggingFaceTokenizer --tokenizer-model EleutherAI/pythia-12b --pipeline-model-parallel-size 1 --expert-model-parallel-size 8 --use-distributed-optimizer --overlap-grad-reduce --overlap-param-gather --moe-token-dispatcher-type alltoall --distributed-timeout-minutes 30 --bf16 --micro-batch-size 4 --global-batch-size 1024 --lr 3e-4 --min-lr 3e-5 --lr-decay-style WSD --lr-warmup-fraction 0.01 --lr-wsd-decay-iters 1102 --train-iters 11029 --seq-length 2048 --data-path 1.0 /tmp/slurm-31245/dataset/gs0310-ls110_shard_00000275_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls610_shard_00000149_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls910_shard_00000110_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls310_shard_00000116_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls110_shard_00000101_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls810_shard_00000205_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls910_shard_00000176_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls310_shard_00000087_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls810_shard_00000273_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls110_shard_00000194_processed_text_document 1.0 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/tmp/slurm-31245/dataset/gs0310-ls910_shard_00000193_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls110_shard_00000197_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls810_shard_00000092_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls110_shard_00000044_processed_text_document 1.0 /tmp/slurm-31245/dataset/gs0310-ls610_shard_00000121_processed_text_document --split 90,5,5 --log-interval 5 --log-throughput --save /tmp/slurm-31245/weights --save-interval 1100 --load /tmp/slurm-31245/weights --eval-interval 1100 --wandb-save-dir /tmp/slurm-31245/weights --wandb-project flame-moe --wandb-exp-name 31245 --tensorboard-dir /tmp/slurm-31245/weights
System Hardware
| CPU count | 104 |
| Logical CPU count | 208 |
| GPU count | 8 |
| GPU type | NVIDIA H100 80GB HBM3 |
W&B CLI Version
0.19.10
Group
flame-moe-1.7bConfig
Config parameters are your model's inputs. Learn more
- {} 437 keys▶
- false
- false
- true
- 0.9
- 0.999
- 0.00000001
- false
- true
- false
- false
- 1,000
- true
- false
- null
- "0.0.0"
- false
- false
- false
- true
- null
- true
- "auto"
- 0
- false
- false
- true
- true
- "megatron"
- null
- true
- true
- false
- true
- 0
- false
- null
- false
- false
- false
- true
- false
- null
- false
- null
- null
- false
- "constant"
- 0
- 32
- null
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Summary
Summary metrics are your model's outputs. Learn more
- {} 10 keys▶
- 1,024
- 0.06904847919940948
- 0.00002999999924213626
- 2.7282326221466064
- 2.7269675731658936
- 0.9582409262657166
- 1
- 0
- 11,293,696
- 0.017537062987685204
Artifact Outputs
This run produced these artifacts as outputs. Total: 13. Learn more
Type
Name
Consumer count
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