Kastan's group workspace
Group: Jul-27__21:26
Name
28 visualized
Name: gpt2_8b_2p5d_256
Name: gpt2_8b_2p5d_256
28
State
Notes
User
Tags
Created
Runtime
Sweep
BATCH_SIZE
HIDDEN_SIZE
LEARNING_RATE
MODE
NUM_EPOCHS
NUM_MICRO_BATCHES
PIPELINE
SEQ_LEN
SEQ_LENGTH
TENSOR_PARALLEL
TENSOR_PARALLEL_MODE
TENSOR_PARALLEL_SIZE
TENSOR_SHAPE
TOTAL_BATCH_SIZE
VOCAB_SIZE
WARMUP_EPOCHS
WEIGHT_DECAY
backend
clip_grad_norm
colossal_config_file
config
data_dir
fp16.mode
from_torch
gpt2_8B
gpt2_small
gpt2_xl
gradient_accumulation
loss.type
loss_fn.type
model.checkpoint
model.dtype
model.fuse_scale_mask_softmax
model.max_position_embeddings
model.type
model.vocab_size
optimizer.lr
optimizer.type
optimizer.weight_decay
parallel.pipeline
parallel.tensor.mode
parallel.tensor.size
zero.model_config.reuse_fp16_shard
zero.model_config.shard_strategy
Crashed
kastan
3h 58m 35s
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1280
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0.00015
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60
8
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1024
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2.5d
16
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1280
50304
21
0.01
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1
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/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
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titans.model.gpt.gpt.gpt2_8B
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titans.model.gpt.gpt.gpt2_xl
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
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true
torch.float16
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1024
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50304
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2.5d
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Failed
kastan
my_first_tag
31m 10s
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1280
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60
8
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1024
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2.5d
16
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50304
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/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
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titans.model.gpt.gpt.gpt2_8B
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titans.model.gpt.gpt.gpt2_xl
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
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true
torch.float16
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1024
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50304
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Crashed
kastan
my_first_tag
3h 58m 21s
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1280
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0.00015
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60
8
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1024
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2.5d
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50304
21
0.01
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1
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/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
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titans.model.gpt.gpt.gpt2_8B
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titans.model.gpt.gpt.gpt2_xl
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titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
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true
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50304
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Crashed
kastan
my_first_tag
3h 58m 30s
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1280
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0.00015
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60
8
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1024
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2.5d
16
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1280
50304
21
0.01
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1
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/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
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titans.model.gpt.gpt.gpt2_8B
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titans.model.gpt.gpt.gpt2_xl
1
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
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true
torch.float16
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1024
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50304
0.00015
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0.01
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2.5d
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Failed
kastan
my_first_tag
31m 12s
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1280
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0.00015
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60
8
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1024
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2.5d
16
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1280
50304
21
0.01
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1
-
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/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
1
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
-
true
torch.float16
true
1024
-
50304
0.00015
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0.01
2
2.5d
16
-
-
Crashed
kastan
my_first_tag
3h 58m 7s
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1280
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0.00015
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60
8
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1024
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2.5d
16
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1280
50304
21
0.01
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1
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/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
-
titans.model.gpt.gpt.gpt2_8B
-
titans.model.gpt.gpt.gpt2_xl
1
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
-
true
torch.float16
true
1024
-
50304
0.00015
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0.01
2
2.5d
16
-
-
Failed
kastan
my_first_tag
31m 34s
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1280
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0.00015
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60
8
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-
1024
-
2.5d
16
-
1280
50304
21
0.01
-
1
-
-
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
-
titans.model.gpt.gpt.gpt2_8B
-
titans.model.gpt.gpt.gpt2_xl
1
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
-
true
torch.float16
true
1024
-
50304
0.00015
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0.01
2
2.5d
16
-
-
Crashed
kastan
my_first_tag
3h 58m 34s
-
1280
-
0.00015
-
60
8
-
-
1024
-
2.5d
16
-
1280
50304
21
0.01
-
1
-
-
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
-
titans.model.gpt.gpt.gpt2_8B
-
titans.model.gpt.gpt.gpt2_xl
1
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
-
true
torch.float16
true
1024
-
50304
0.00015
-
0.01
2
2.5d
16
-
-
Failed
kastan
my_first_tag
31m 15s
-
1280
-
0.00015
-
60
8
-
-
1024
-
2.5d
16
-
1280
50304
21
0.01
-
1
-
-
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
-
titans.model.gpt.gpt.gpt2_8B
-
titans.model.gpt.gpt.gpt2_xl
1
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
-
true
torch.float16
true
1024
-
50304
0.00015
-
0.01
2
2.5d
16
-
-
Failed
kastan
my_first_tag
31m 34s
-
1280
-
0.00015
-
60
8
-
-
1024
-
2.5d
16
-
1280
50304
21
0.01
-
1
-
-
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
-
titans.model.gpt.gpt.gpt2_8B
-
titans.model.gpt.gpt.gpt2_xl
1
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
-
true
torch.float16
true
1024
-
50304
0.00015
-
0.01
2
2.5d
16
-
-
Failed
kastan
my_first_tag
31m 15s
-
1280
-
0.00015
-
60
8
-
-
1024
-
2.5d
16
-
1280
50304
21
0.01
-
1
-
-
/u/kastanday/LLM-Distributed-Quantization/datasets/small-gpt-dataset.json
AMP_TYPE.NAIVE
-
titans.model.gpt.gpt.gpt2_8B
-
titans.model.gpt.gpt.gpt2_xl
1
titans.loss.lm_loss.gpt_lmloss.GPTLMLoss
-
true
torch.float16
true
1024
-
50304
0.00015
-
0.01
2
2.5d
16
-
-
1-1
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