upup-ashton-wang-usc

Upup-ashton-wang's group workspace

Group: Algorithm ablation

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of 2

Tags

Notes

Author

upup-ashton-wang

State

Finished

Start time

May 17th, 2025 5:21:50 AM

Runtime

3h 14m 7s

Tracked hours

Run path

upup-ashton-wang-usc/Resa/q0sf8w9y

Linux-4.18.0-553.22.1.el8_10.x86_64-x86_64-with-glibc2.28

Python version

CPython 3.10.16

Command

/home1/shangsha/workspace/reasoning/reasoning-sae/./resee/post_train_hf/sft.py --config ./recipes/DeepSeek-R1-Distill-Qwen-1.5B/sft/model_curated_deepscaler.yaml

System Hardware

CPU count	64
Logical CPU count	64
GPU count	2
GPU type	NVIDIA L40S

W&B CLI Version

0.19.9

Group

Algorithm ablation

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 215 keys
- _attn_implementation_autoset:
  true
- _name_or_path:
  "/project/neiswang_1391/shangsha/reasoning/reasoning-sae/ckpts/models/DeepSeek-R1-Distill-Qwen-1.5B/base"
- ▶
  accelerator_config:{} 6 keys
- adafactor:
  false
- adam_beta1:
  0.9
- adam_beta2:
  0.999
- adam_epsilon:
  0.00000001
- add_cross_attention:
  false
- ▶
  architectures:[] 1 item
  - 0:
    "Qwen2ForCausalLM"
- attention_dropout:
  0
- auto_find_batch_size:
  false
- average_tokens_across_devices:
  false
- bad_words_ids:
  null
- batch_eval_metrics:
  false
- begin_suppress_tokens:
  null
- bf16:
  true
- bf16_full_eval:
  false
- bos_token_id:
  151,643
- chars_per_token:
  "<CHARS_PER_TOKEN>"
- chunk_size_feed_forward:
  0
- cross_attention_hidden_size:
  null
- data_seed:
  null
- dataloader_drop_last:
  false
- dataloader_num_workers:
  0
- dataloader_persistent_workers:
  false
- dataloader_pin_memory:
  true
- dataloader_prefetch_factor:
  null
- dataset_batch_size:
  null
- dataset_kwargs:
  null
- dataset_num_proc:
  null
- dataset_text_field:
  "text"
- 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
- diversity_penalty:
  0
- do_eval:
  true
- do_predict:
  false
- do_sample:
  false
- do_train:
  false
- early_stopping:
  false
- vocab_size:
  151,936
- warmup_ratio:
  0.05
- warmup_steps:
  0
- weight_decay:
  0

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 12 keys
- completions:
  "table-file"
- total_flos:
  633,150,436,145,102,848
- train_loss:
  0.9246609556138832
- train_runtime:
  11,641.2394
- train_samples_per_second:
  10.389
- train_steps_per_second:
  0.649
- train/epoch:
  3
- train/global_step:
  7,560
- train/grad_norm:
  1.4775604009628296
- train/learning_rate:
  0.00000000139236981342
- train/loss:
  0.936
- train/mean_token_accuracy:
  0.7757900953292847

This run produced these artifacts as outputs. Total: 1. Learn more

wandb-history

run-q0sf8w9y-history:v0

Upup-ashton-wang's group workspace

Algorithm ablation

DeepScaleR-CoT-based-SFT