crowdflower | crowdsourced_vs_gpt_datasize_v2 Overview – Weights & Biases

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Ariannapera's group workspace

Group: crowdflower

1-50

of 152

Tags

Notes

Tags

round_2

Author

State

Finished

Start time

October 9th, 2023 1:46:34 PM

Runtime

5m 44s

Tracked hours

5m 35s

Run path

cocoons/crowdsourced_vs_gpt_datasize_v2/gr31l0gl

OS

Linux-3.10.0-1062.18.1.el7.x86_64-x86_64-with-glibc2.2.5

Python version

3.8.2

Git repository

git clone git@github.com:AGMoller/worker_vs_gpt.git

Git state

git checkout -b "llama-2-70b_balanced_size1.0" 9554cf0a89b61ea91d6860a4e1ca993300af3bc4

Command

-m src.worker_vs_gpt.datasize_experiment

System Hardware

CPU count	24
Logical CPU count	48
GPU count	1
GPU type	Tesla V100-PCIE-32GB

W&B CLI Version

0.14.2

Group

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 192 keys
- _name_or_path:
  "intfloat/e5-base"
- adafactor:
  false
- adam_beta1:
  0.9
- adam_beta2:
  0.999
- adam_epsilon:
  0.00000001
- add_cross_attention:
  false
- ▶
  architectures:[] 1 item
  - 0:
    "BertModel"
- attention_probs_dropout_prob:
  0.1
- augmentation_model:
  "llama-2-70b"
- auto_find_batch_size:
  false
- bad_words_ids:
  null
- batch_size:
  16
- begin_suppress_tokens:
  null
- bf16:
  false
- bf16_full_eval:
  false
- bos_token_id:
  null
- chunk_size_feed_forward:
  0
- ckpt:
  "intfloat/e5-base"
- classifier_dropout:
  null
- cross_attention_hidden_size:
  null
- data_seed:
  null
- dataloader_drop_last:
  false
- dataloader_num_workers:
  0
- dataloader_pin_memory:
  true
- ddp_backend:
  null
- ddp_broadcast_buffers:
  null
- ddp_bucket_cap_mb:
  null
- ddp_find_unused_parameters:
  null
- ddp_timeout:
  1,800
- debug:[] 0 items
- decoder_start_token_id:
  null
- deepspeed:
  null
- disable_tqdm:
  false
- dispatch_batches:
  null
- diversity_penalty:
  0
- do_eval:
  true
- do_predict:
  false
- do_sample:
  false
- do_train:
  false
- early_stopping:
  false
- encoder_no_repeat_ngram_size:
  0
- eos_token_id:
  null
- eval_accumulation_steps:
  null
- eval_delay:
  0
- eval_steps:
  null
- evaluation_strategy:
  "epoch"
- vocab_size:
  30,522
- warmup_ratio:
  0
- warmup_steps:
  0
- weight_decay:
  0

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 24 keys
- classification_report:
  "table-file"
- eval/accuracy:
  0.9105145413870246
- eval/f1:
  0.9094557150053322
- eval/loss:
  1.7785758972167969
- eval/roc_auc:
  0.9930704951101684
- eval/runtime:
  0.872
- eval/samples_per_second:
  512.624
- eval/steps_per_second:
  32.111
- test/accuracy:
  0.31849653808110784
- test/f1:
  0.19378487877742676
- test/loss:
  2.370593786239624
- test/roc_auc:
  0.6481628813597573
- test/runtime:
  3.2723
- test/samples_per_second:
  617.91
- test/steps_per_second:
  38.81
- train/epoch:
  10
- train/global_step:
  2,840
- train/learning_rate:
  0
- train/loss:
  0.0145
- train/total_flos:
  1,856,201,068,282,674
- train/train_loss:
  0.07097009638665427
- train/train_runtime:
  329.3864
- train/train_samples_per_second:
  137.498
- train/train_steps_per_second:
  8.622

This run produced these artifacts as outputs. Total: 2. Learn more

run-gr31l0gl-classification_report:v0

run-gr31l0gl-history:v0

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