Kastan's group workspace
Group: Aug-05__13:18
Name
64 visualized
State
Notes
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Tags
Created
Runtime
Sweep
BATCH_SIZE
LEARNING_RATE
LOG_PATH
NUM_EPOCHS
SEQ_LENGTH
TOTAL_BATCH_SIZE
VOCAB_SIZE
WARMUP_EPOCHS
WEIGHT_DECAY
clip_grad_norm
conda_env_name
data_dir
fp16.mode
gpt2_8B
gpt2_large
gpt2_medium
gpt2_xl
gradient_accumulation
model.checkpoint
model.decoder_dtype
model.embed_dtype
model.head_dtype
model.layernorm_dtype
model.max_position_embeddings
model.vocab_size
model_dtypes.decoder_dtype
model_dtypes.embed_dtype
model_dtypes.head_dtype
model_dtypes.layernorm_dtype
num_gpus_per_node
optimizer.lr
optimizer.weight_decay
parallel.pipeline
quant_gpt2_8B
quant_gpt2_micro
quant_gpt2_small
quant_gpt2_xl
total_gpus
MICRO_BATCH_SIZE
NUM_MICRO_BATCHES
PIPELINE_SIZE
TENSOR_PARALLEL_MODE
TENSOR_PARALLEL_SIZE
loss.type
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 24s
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col_ai_quant
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 27s
-
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0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 53s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
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50304
1
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 53s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
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50304
1
0.01
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 55s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 27s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
1
col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 56s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Failed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
45s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Failed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
45s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Failed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
44s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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4
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2
2.5d
4
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Failed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
44s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
1
col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 56s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
1
col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 56s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
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50304
1
0.01
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 26s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
1
col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Failed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
39s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
1
col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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8
2
2.5d
4
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 54s
-
32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 56s
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32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
1
col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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false
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2
2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
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2m 55s
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32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
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col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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false
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8
2
2.5d
4
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Crashed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
2m 27s
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32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
1
col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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false
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
Failed
-
kastan
Aug-05__13:18
BATCH_SIZE32
MICRO_BATCH_SIZE=4
NUM_EPOCHS=4
NUM_MICRO_BATCHES=8
PP=2
SLURM=513872
TP=4
WORLD_SIZE=32
1m 4s
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32
0.00015
./gpt2_2.5d_tp4_bs32_lr0.00015_accum2_clip_grad1.0/
4
1024
64
50304
1
0.01
1
col_ai_quant
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
titans.model.gpt.gpt.gpt2_8B
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titans.model.gpt.gpt.gpt2_xl
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false
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32
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2.5d
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
1-20
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