Auto upload zain 2026-08-12T18:42:09.978601
Browse files- .gitattributes +1 -0
- zain/Activation/out/glu-gelu-150L_run/checkpoint-1000/config.json +36 -0
- zain/Activation/out/glu-gelu-150L_run/checkpoint-1000/model.safetensors +3 -0
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- zain/Activation/out/glu-gelu-150L_run/config.json +36 -0
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- zain/Activation/out/glu-gelu-150L_run/tokenizer_config.json +13 -0
- zain/Activation/out/glu-gelu-150L_run/training_args.bin +3 -0
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- zain/Activation/out/glu-silu-75L_run/checkpoint-1000/config.json +36 -0
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- zain/Activation/out/glu-silu-75L_run/checkpoint-1000/rng_state.pth +3 -0
- zain/Activation/out/glu-silu-75L_run/checkpoint-1000/scheduler.pt +3 -0
- zain/Activation/out/glu-silu-75L_run/checkpoint-1000/tokenizer.json +0 -0
- zain/Activation/out/glu-silu-75L_run/checkpoint-1000/tokenizer_config.json +13 -0
- zain/Activation/out/glu-silu-75L_run/checkpoint-1000/trainer_state.json +544 -0
- zain/Activation/out/glu-silu-75L_run/checkpoint-1000/training_args.bin +3 -0
- zain/Activation/out/glu-silu-75L_run/training_log.jsonl +30 -0
- zain/Activation/wandb/debug-internal.log +39 -63
- zain/Activation/wandb/debug.log +19 -21
- zain/Activation/wandb/run-20260812_175304-hrggki9k/logs/debug-core.log +7 -0
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- zain/Activation/wandb/run-20260812_182126-vyycsg6r/logs/debug.log +5 -0
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zain/Activation/wandb/debug-internal.log
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|
| 34 |
+
{"time":"2026-08-12T18:41:39.744710255Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":9,"history_lines":2,"events_offset":24,"events_lines":2,"console_offset":0,"console_lines":1}
|
| 35 |
+
{"time":"2026-08-12T18:41:39.854076154Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 36 |
+
{"time":"2026-08-12T18:41:54.744214155Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":11,"history_lines":1,"events_offset":26,"events_lines":2,"console_offset":0,"console_lines":1}
|
| 37 |
+
{"time":"2026-08-12T18:41:54.878519291Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 38 |
+
{"time":"2026-08-12T18:42:09.744721347Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":12,"history_lines":1,"events_offset":28,"events_lines":2,"console_offset":0,"console_lines":1}
|
| 39 |
+
{"time":"2026-08-12T18:42:09.875728592Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
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zain/Activation/wandb/debug.log
CHANGED
|
@@ -1,22 +1,20 @@
|
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| 1 |
-
2026-08-12 18:
|
| 2 |
-
2026-08-12 18:
|
| 3 |
-
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| 4 |
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2026-08-12 18:
|
| 5 |
-
2026-08-12 18:30:21,014 INFO MainThread:1728794 [wandb_init.py:setup_run_log_directory():730] Logging internal logs to /mnt/data/zainulabideen/zain-exp/notebooks/zain/Activation/wandb/run-20260812_183021-5nis3j8m/logs/debug-internal.log
|
| 6 |
-
2026-08-12 18:30:21,014 INFO MainThread:1728794 [wandb_init.py:init():772] calling init triggers
|
| 7 |
-
2026-08-12 18:30:21,014 INFO MainThread:1728794 [wandb_init.py:init():777] wandb.init called with sweep_config: {}
|
| 8 |
config: {'_wandb': {}}
|
| 9 |
-
2026-08-12 18:
|
| 10 |
-
2026-08-12 18:
|
| 11 |
-
2026-08-12 18:
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| 12 |
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| 13 |
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| 14 |
-
2026-08-12 18:
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| 15 |
-
2026-08-12 18:
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| 16 |
-
2026-08-12 18:
|
| 17 |
-
2026-08-12 18:
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| 18 |
-
2026-08-12 18:
|
| 19 |
-
2026-08-12 18:
|
| 20 |
-
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|
| 21 |
-
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|
| 22 |
-
2026-08-12 18:
|
|
|
|
|
|
| 1 |
+
2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:setup_run_log_directory():729] Logging user logs to /mnt/data/zainulabideen/zain-exp/notebooks/zain/Activation/wandb/run-20260812_183823-qtstmmvv/logs/debug.log
|
| 2 |
+
2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:setup_run_log_directory():730] Logging internal logs to /mnt/data/zainulabideen/zain-exp/notebooks/zain/Activation/wandb/run-20260812_183823-qtstmmvv/logs/debug-internal.log
|
| 3 |
+
2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:init():772] calling init triggers
|
| 4 |
+
2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:init():777] wandb.init called with sweep_config: {}
|
|
|
|
|
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|
|
|
|
| 5 |
config: {'_wandb': {}}
|
| 6 |
+
2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:init():820] starting backend
|
| 7 |
+
2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:init():826] Connected to an existing wandb-core service via WANDB_SERVICE
|
| 8 |
+
2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:init():835] sending inform_init request
|
| 9 |
+
2026-08-12 18:38:23,372 INFO MainThread:1371664 [wandb_init.py:init():840] backend started and connected
|
| 10 |
+
2026-08-12 18:38:23,374 INFO MainThread:1371664 [wandb_init.py:init():910] updated telemetry
|
| 11 |
+
2026-08-12 18:38:23,380 INFO MainThread:1371664 [wandb_init.py:init():933] communicating run to backend with 90.0 second timeout
|
| 12 |
+
2026-08-12 18:38:23,694 INFO MainThread:1371664 [wandb_init.py:init():978] starting run threads in backend
|
| 13 |
+
2026-08-12 18:38:23,774 INFO MainThread:1371664 [wandb_run.py:_console_start():2621] atexit reg
|
| 14 |
+
2026-08-12 18:38:23,774 INFO MainThread:1371664 [wandb_run.py:_redirect():2471] redirect: wrap_raw
|
| 15 |
+
2026-08-12 18:38:23,775 INFO MainThread:1371664 [wandb_run.py:_redirect():2540] Wrapping output streams.
|
| 16 |
+
2026-08-12 18:38:23,775 INFO MainThread:1371664 [wandb_run.py:_redirect():2563] Redirects installed.
|
| 17 |
+
2026-08-12 18:38:23,775 INFO MainThread:1371664 [wandb_init.py:init():1016] run started, returning control to user process
|
| 18 |
+
2026-08-12 18:38:23,776 INFO MainThread:1371664 [wandb_run.py:_config_callback():1346] config_cb None None {'transformers_version': '5.16.0.dev0', 'architectures': None, 'output_hidden_states': False, 'return_dict': True, 'dtype': None, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'problem_type': None, 'vocab_size': 4096, 'hidden_size': 128, 'intermediate_size': 256, 'num_hidden_layers': 150, 'num_attention_heads': 4, 'num_key_value_heads': 4, 'hidden_act': 'silu', 'max_position_embeddings': 512, 'initializer_range': 0.02, 'rms_norm_eps': 1e-06, 'use_cache': False, 'pad_token_id': 0, 'bos_token_id': 1, 'eos_token_id': 2, 'pretraining_tp': 1, 'tie_word_embeddings': True, 'rope_parameters': {'rope_theta': 10000.0, 'rope_type': 'default'}, 'attention_bias': False, 'attention_dropout': 0.0, 'mlp_bias': False, 'head_dim': 32, '_name_or_path': '', 'tokenizer_name': 'w-ahmad/tiny-stories-tokenizer', 'mlp_type': 'glu', 'activation': 'sigmoid', 'waleed_beta': 10.0, 'model_type': 'tiny_llama', 'output_attentions': False, 'output_dir': 'out/glu-sigmoid-150L_run', 'per_device_train_batch_size': 64, 'num_train_epochs': 1, 'max_steps': 1000, 'learning_rate': 0.005, 'lr_scheduler_type': 'constant_with_warmup', 'lr_scheduler_kwargs': None, 'warmup_steps': 200, 'optim': 'adamw_torch_fused', 'optim_args': None, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'optim_target_modules': None, 'gradient_accumulation_steps': 1, 'average_tokens_across_devices': True, 'max_grad_norm': 0.0, 'label_smoothing_factor': 0.0, 'bf16': True, 'fp16': False, 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'use_liger_kernel': False, 'liger_kernel_config': None, 'neftune_noise_alpha': None, 'torch_empty_cache_steps': None, 'auto_find_batch_size': False, 'logging_strategy': 'steps', 'logging_steps': 20, 'logging_first_step': False, 'log_on_each_node': True, 'logging_nan_inf_filter': True, 'include_num_input_tokens_seen': 'no', 'log_level': 'passive', 'log_level_replica': 'warning', 'disable_tqdm': False, 'report_to': ['wandb'], 'run_name': 'LM-glu-sigmoid-150L-25.1M-20260812-183822', 'project': 'huggingface', 'trackio_space_id': None, 'trackio_bucket_id': None, 'trackio_static_space_id': None, 'eval_strategy': 'steps', 'eval_steps': 50, 'eval_delay': 0, 'per_device_eval_batch_size': 128, 'prediction_loss_only': False, 'eval_on_start': False, 'eval_do_concat_batches': True, 'eval_use_gather_object': False, 'eval_accumulation_steps': None, 'include_for_metrics': [], 'batch_eval_metrics': False, 'save_only_model': False, 'save_strategy': 'steps', 'save_steps': 1000, 'save_on_each_node': False, 'save_total_limit': None, 'enable_jit_checkpoint': False, 'push_to_hub': False, 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_model_id': 'w-ahmad/6L-glu-sigmoid-150L', 'hub_strategy': 'every_save', 'hub_always_push': False, 'hub_revision': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'restore_callback_states_from_checkpoint': False, 'full_determinism': False, 'seed': 42, 'data_seed': 42, 'use_cpu': False, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'parallelism_config': None, 'dataloader_drop_last': False, 'dataloader_num_workers': 0, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'dataloader_prefetch_factor': None, 'dataloader_multiprocessing_context': None, 'dataloader_in_order': True, 'remove_unused_columns': False, 'label_names': None, 'train_sampling_strategy': 'random', 'length_column_name': 'length', 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'ddp_static_graph': None, 'ddp_backend': None, 'ddp_timeout': 1800, 'fsdp': None, 'fsdp_config': None, 'deepspeed': None, 'debug': [], 'skip_memory_metrics': True, 'do_train': False, 'do_eval': True, 'do_predict': False, 'resume_from_checkpoint': None, 'local_rank': -1}
|
| 19 |
+
2026-08-12 18:38:23,782 INFO MainThread:1371664 [wandb_config.py:__setitem__():155] [no run ID] config set model/num_parameters = 25138816 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x14c5940d9050>>
|
| 20 |
+
2026-08-12 18:38:23,783 INFO MainThread:1371664 [wandb_run.py:_config_callback():1346] config_cb model/num_parameters 25138816 None
|
zain/Activation/wandb/run-20260812_175304-hrggki9k/logs/debug-core.log
CHANGED
|
@@ -32,3 +32,10 @@
|
|
| 32 |
{"time":"2026-08-12T18:21:26.321522195Z","level":"INFO","msg":"handleInformInit: received","streamId":"vyycsg6r","id":"3(@)"}
|
| 33 |
{"time":"2026-08-12T18:21:26.578729863Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"vyycsg6r","id":"3(@)"}
|
| 34 |
{"time":"2026-08-12T18:21:31.999599169Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
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| 32 |
{"time":"2026-08-12T18:21:26.321522195Z","level":"INFO","msg":"handleInformInit: received","streamId":"vyycsg6r","id":"3(@)"}
|
| 33 |
{"time":"2026-08-12T18:21:26.578729863Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"vyycsg6r","id":"3(@)"}
|
| 34 |
{"time":"2026-08-12T18:21:31.999599169Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
|
| 35 |
+
{"time":"2026-08-12T18:38:21.284226521Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
|
| 36 |
+
{"time":"2026-08-12T18:38:21.818456712Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
|
| 37 |
+
{"time":"2026-08-12T18:38:21.81999609Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"vyycsg6r","id":"3(@)"}
|
| 38 |
+
{"time":"2026-08-12T18:38:21.828229465Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"vyycsg6r","id":"3(@)"}
|
| 39 |
+
{"time":"2026-08-12T18:38:23.104854149Z","level":"INFO","msg":"handleInformInit: received","streamId":"qtstmmvv","id":"3(@)"}
|
| 40 |
+
{"time":"2026-08-12T18:38:23.372128976Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"qtstmmvv","id":"3(@)"}
|
| 41 |
+
{"time":"2026-08-12T18:38:28.777282159Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"b7qhqvo21369"}
|
zain/Activation/wandb/run-20260812_180713-utqzlg67/logs/debug-core.log
CHANGED
|
@@ -32,3 +32,10 @@
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|
| 32 |
{"time":"2026-08-12T18:21:26.321522195Z","level":"INFO","msg":"handleInformInit: received","streamId":"vyycsg6r","id":"3(@)"}
|
| 33 |
{"time":"2026-08-12T18:21:26.578729863Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"vyycsg6r","id":"3(@)"}
|
| 34 |
{"time":"2026-08-12T18:21:31.999599169Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
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| 32 |
{"time":"2026-08-12T18:21:26.321522195Z","level":"INFO","msg":"handleInformInit: received","streamId":"vyycsg6r","id":"3(@)"}
|
| 33 |
{"time":"2026-08-12T18:21:26.578729863Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"vyycsg6r","id":"3(@)"}
|
| 34 |
{"time":"2026-08-12T18:21:31.999599169Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
|
| 35 |
+
{"time":"2026-08-12T18:38:21.284226521Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
|
| 36 |
+
{"time":"2026-08-12T18:38:21.818456712Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
|
| 37 |
+
{"time":"2026-08-12T18:38:21.81999609Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"vyycsg6r","id":"3(@)"}
|
| 38 |
+
{"time":"2026-08-12T18:38:21.828229465Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"vyycsg6r","id":"3(@)"}
|
| 39 |
+
{"time":"2026-08-12T18:38:23.104854149Z","level":"INFO","msg":"handleInformInit: received","streamId":"qtstmmvv","id":"3(@)"}
|
| 40 |
+
{"time":"2026-08-12T18:38:23.372128976Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"qtstmmvv","id":"3(@)"}
|
| 41 |
+
{"time":"2026-08-12T18:38:28.777282159Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"b7qhqvo21369"}
|
zain/Activation/wandb/run-20260812_182126-vyycsg6r/files/config.yaml
ADDED
|
@@ -0,0 +1,445 @@
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| 1 |
+
_name_or_path:
|
| 2 |
+
value: ""
|
| 3 |
+
_wandb:
|
| 4 |
+
value:
|
| 5 |
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cli_version: 0.28.1
|
| 6 |
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e:
|
| 7 |
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sgrmmsib7zyio51wnd7qcvhe5i7gdczy:
|
| 8 |
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args:
|
| 9 |
+
- --config
|
| 10 |
+
- /mnt/data/zainulabideen/zain-exp/notebooks/zain/Activation/configs/baseline150L.yaml
|
| 11 |
+
- --variants
|
| 12 |
+
- glu-silu
|
| 13 |
+
- glu-relu
|
| 14 |
+
- glu-gelu
|
| 15 |
+
- glu-sigmoid
|
| 16 |
+
- glu-linear
|
| 17 |
+
- glu-waleed10
|
| 18 |
+
- mlp-waleed10
|
| 19 |
+
- glu-silu-waleed10
|
| 20 |
+
- mlp-silu-waleed10
|
| 21 |
+
- glu-situglu
|
| 22 |
+
- glu-waleed
|
| 23 |
+
- glu-situglu_low
|
| 24 |
+
- glu-waleedglu_low
|
| 25 |
+
codePath: sweep.py
|
| 26 |
+
codePathLocal: sweep.py
|
| 27 |
+
cpu_count: 112
|
| 28 |
+
cpu_count_logical: 224
|
| 29 |
+
cudaVersion: "12.4"
|
| 30 |
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disk:
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| 31 |
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/:
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| 32 |
+
total: "1560765693952"
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| 33 |
+
used: "716178280448"
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| 34 |
+
email: deepnevro@gmail.com
|
| 35 |
+
executable: /mnt/data/zainulabideen/zain-exp/notebooks/my_env/bin/python
|
| 36 |
+
git:
|
| 37 |
+
commit: c53713bcba08d1849136dad91288c4b82040634e
|
| 38 |
+
remote: https://github.com/w-ahmad1a10/Activation.git
|
| 39 |
+
gpu: NVIDIA H100 80GB HBM3
|
| 40 |
+
gpu_count: 8
|
| 41 |
+
gpu_nvidia:
|
| 42 |
+
- architecture: Hopper
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| 43 |
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cudaCores: 16896
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| 44 |
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memoryTotal: "85520809984"
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name: NVIDIA H100 80GB HBM3
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uuid: GPU-39c684a5-fde6-83d7-1663-0859795881ae
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cudaCores: 16896
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memoryTotal: "85520809984"
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name: NVIDIA H100 80GB HBM3
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| 51 |
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uuid: GPU-68012e5a-38b6-b643-0ca6-62fb66720bf3
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| 52 |
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- architecture: Hopper
|
| 53 |
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cudaCores: 16896
|
| 54 |
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memoryTotal: "85520809984"
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name: NVIDIA H100 80GB HBM3
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| 56 |
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uuid: GPU-132944c4-b689-2b5f-89a4-d730401677ab
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| 57 |
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- architecture: Hopper
|
| 58 |
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cudaCores: 16896
|
| 59 |
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memoryTotal: "85520809984"
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name: NVIDIA H100 80GB HBM3
|
| 61 |
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uuid: GPU-2df386cc-6d26-d0e2-7a2d-a057b0d95864
|
| 62 |
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- architecture: Hopper
|
| 63 |
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cudaCores: 16896
|
| 64 |
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memoryTotal: "85520809984"
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name: NVIDIA H100 80GB HBM3
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uuid: GPU-bfa16575-1d94-1aa2-4537-2c93433f42ef
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- architecture: Hopper
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cudaCores: 16896
|
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memoryTotal: "85520809984"
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name: NVIDIA H100 80GB HBM3
|
| 71 |
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uuid: GPU-bc6c3e3c-9b90-09ca-c034-774961847c54
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| 72 |
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- architecture: Hopper
|
| 73 |
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cudaCores: 16896
|
| 74 |
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memoryTotal: "85520809984"
|
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name: NVIDIA H100 80GB HBM3
|
| 76 |
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uuid: GPU-00a441e1-7c95-e7d6-4c35-43d6b291aea9
|
| 77 |
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- architecture: Hopper
|
| 78 |
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cudaCores: 16896
|
| 79 |
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memoryTotal: "85520809984"
|
| 80 |
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name: NVIDIA H100 80GB HBM3
|
| 81 |
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uuid: GPU-1c4d29a2-4647-6fce-d8fc-0c5ecfbbd6ea
|
| 82 |
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host: deeplens-k3s-node1
|
| 83 |
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memory:
|
| 84 |
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total: "2164089937920"
|
| 85 |
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os: Linux-5.15.0-126-generic-x86_64-with-glibc2.35
|
| 86 |
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program: /mnt/data/zainulabideen/zain-exp/notebooks/zain/Activation/sweep.py
|
| 87 |
+
python: CPython 3.11.15
|
| 88 |
+
root: /mnt/data/zainulabideen/zain-exp/notebooks/zain/Activation
|
| 89 |
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startedAt: "2026-08-12T18:21:26.319176Z"
|
| 90 |
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writerId: sgrmmsib7zyio51wnd7qcvhe5i7gdczy
|
| 91 |
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m:
|
| 92 |
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- "1": train/global_step
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| 93 |
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"6":
|
| 94 |
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- 3
|
| 95 |
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"7": []
|
| 96 |
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- "2": '*'
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| 97 |
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| 98 |
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"6":
|
| 99 |
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|
| 100 |
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| 101 |
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python_version: 3.11.15
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| 102 |
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t:
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| 103 |
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| 104 |
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| 105 |
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| 106 |
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| 107 |
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| 108 |
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| 109 |
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| 110 |
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| 111 |
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| 112 |
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| 113 |
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| 114 |
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| 115 |
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| 116 |
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| 117 |
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| 118 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 124 |
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| 125 |
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| 126 |
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| 130 |
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| 131 |
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"9":
|
| 132 |
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"1": transformers_trainer
|
| 133 |
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"12": 0.28.1
|
| 134 |
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"13": linux-x86_64
|
| 135 |
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accelerator_config:
|
| 136 |
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value:
|
| 137 |
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dispatch_batches: null
|
| 138 |
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even_batches: true
|
| 139 |
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gradient_accumulation_kwargs: null
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| 140 |
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non_blocking: false
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split_batches: false
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| 142 |
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use_seedable_sampler: true
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| 143 |
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activation:
|
| 144 |
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value: gelu
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| 145 |
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adam_beta1:
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value: 0.9
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adam_beta2:
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value: 0.999
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adam_epsilon:
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| 150 |
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value: 1e-08
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| 151 |
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architectures:
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| 152 |
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value: null
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| 153 |
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attention_bias:
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| 154 |
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value: false
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| 155 |
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attention_dropout:
|
| 156 |
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value: 0
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auto_find_batch_size:
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| 158 |
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value: false
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| 159 |
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average_tokens_across_devices:
|
| 160 |
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value: true
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| 161 |
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batch_eval_metrics:
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| 162 |
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value: false
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| 163 |
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|
| 164 |
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value: true
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| 165 |
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bf16_full_eval:
|
| 166 |
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value: false
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bos_token_id:
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value: 1
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chunk_size_feed_forward:
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value: 0
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data_seed:
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value: 42
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dataloader_drop_last:
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value: false
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| 175 |
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dataloader_in_order:
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value: true
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dataloader_multiprocessing_context:
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value: null
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dataloader_num_workers:
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value: 0
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dataloader_persistent_workers:
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value: false
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dataloader_pin_memory:
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value: true
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dataloader_prefetch_factor:
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value: null
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ddp_backend:
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value: null
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ddp_broadcast_buffers:
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value: null
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ddp_bucket_cap_mb:
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value: null
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ddp_find_unused_parameters:
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value: null
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ddp_static_graph:
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value: null
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ddp_timeout:
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value: 1800
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debug:
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value: []
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deepspeed:
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value: null
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disable_tqdm:
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value: false
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do_eval:
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value: true
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do_predict:
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value: false
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value: false
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dtype:
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enable_jit_checkpoint:
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| 214 |
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value: false
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eos_token_id:
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value: 2
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eval_accumulation_steps:
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value: null
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eval_delay:
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value: 0
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eval_do_concat_batches:
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value: true
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| 223 |
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eval_on_start:
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| 224 |
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value: false
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| 225 |
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eval_steps:
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| 226 |
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value: 50
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eval_strategy:
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| 228 |
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value: steps
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eval_use_gather_object:
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| 230 |
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value: false
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fp16:
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value: false
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fp16_full_eval:
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value: false
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fsdp:
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value: null
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fsdp_config:
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value: null
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full_determinism:
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gradient_accumulation_steps:
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value: 1
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gradient_checkpointing:
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value: false
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gradient_checkpointing_kwargs:
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value: null
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greater_is_better:
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value: null
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head_dim:
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value: 32
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hidden_act:
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value: silu
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hidden_size:
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value: 128
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hub_always_push:
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value: false
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hub_model_id:
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value: w-ahmad/6L-glu-gelu-150L
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hub_private_repo:
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value: null
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hub_revision:
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hub_strategy:
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hub_token:
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length_column_name:
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logging_first_step:
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logging_nan_inf_filter:
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logging_steps:
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lr_scheduler_kwargs:
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lr_scheduler_type:
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max_grad_norm:
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| 320 |
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value: 0
|
| 321 |
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max_position_embeddings:
|
| 322 |
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value: 512
|
| 323 |
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max_steps:
|
| 324 |
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value: 1000
|
| 325 |
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metric_for_best_model:
|
| 326 |
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value: null
|
| 327 |
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mlp_bias:
|
| 328 |
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value: false
|
| 329 |
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mlp_type:
|
| 330 |
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value: glu
|
| 331 |
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model/num_parameters:
|
| 332 |
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value: 25138816
|
| 333 |
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model_type:
|
| 334 |
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value: tiny_llama
|
| 335 |
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neftune_noise_alpha:
|
| 336 |
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value: null
|
| 337 |
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num_attention_heads:
|
| 338 |
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value: 4
|
| 339 |
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num_hidden_layers:
|
| 340 |
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value: 150
|
| 341 |
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num_key_value_heads:
|
| 342 |
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value: 4
|
| 343 |
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num_train_epochs:
|
| 344 |
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value: 1
|
| 345 |
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optim:
|
| 346 |
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value: adamw_torch_fused
|
| 347 |
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optim_args:
|
| 348 |
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value: null
|
| 349 |
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optim_target_modules:
|
| 350 |
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value: null
|
| 351 |
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output_attentions:
|
| 352 |
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value: false
|
| 353 |
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output_dir:
|
| 354 |
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value: out/glu-gelu-150L_run
|
| 355 |
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output_hidden_states:
|
| 356 |
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value: false
|
| 357 |
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pad_token_id:
|
| 358 |
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value: 0
|
| 359 |
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parallelism_config:
|
| 360 |
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value: null
|
| 361 |
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per_device_eval_batch_size:
|
| 362 |
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value: 128
|
| 363 |
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per_device_train_batch_size:
|
| 364 |
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value: 64
|
| 365 |
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prediction_loss_only:
|
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value: false
|
| 367 |
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pretraining_tp:
|
| 368 |
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value: 1
|
| 369 |
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problem_type:
|
| 370 |
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value: null
|
| 371 |
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project:
|
| 372 |
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value: huggingface
|
| 373 |
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push_to_hub:
|
| 374 |
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value: false
|
| 375 |
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remove_unused_columns:
|
| 376 |
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value: false
|
| 377 |
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report_to:
|
| 378 |
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value:
|
| 379 |
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- wandb
|
| 380 |
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restore_callback_states_from_checkpoint:
|
| 381 |
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value: false
|
| 382 |
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resume_from_checkpoint:
|
| 383 |
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value: null
|
| 384 |
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return_dict:
|
| 385 |
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value: true
|
| 386 |
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rms_norm_eps:
|
| 387 |
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value: 1e-06
|
| 388 |
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rope_parameters:
|
| 389 |
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value:
|
| 390 |
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rope_theta: 10000
|
| 391 |
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rope_type: default
|
| 392 |
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run_name:
|
| 393 |
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value: LM-glu-gelu-150L-25.1M-20260812-182125
|
| 394 |
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save_on_each_node:
|
| 395 |
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value: false
|
| 396 |
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save_only_model:
|
| 397 |
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value: false
|
| 398 |
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save_steps:
|
| 399 |
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value: 1000
|
| 400 |
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save_strategy:
|
| 401 |
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value: steps
|
| 402 |
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save_total_limit:
|
| 403 |
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value: null
|
| 404 |
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seed:
|
| 405 |
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value: 42
|
| 406 |
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skip_memory_metrics:
|
| 407 |
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value: true
|
| 408 |
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tf32:
|
| 409 |
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value: null
|
| 410 |
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tie_word_embeddings:
|
| 411 |
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value: true
|
| 412 |
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tokenizer_name:
|
| 413 |
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value: w-ahmad/tiny-stories-tokenizer
|
| 414 |
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torch_compile:
|
| 415 |
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value: false
|
| 416 |
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torch_compile_backend:
|
| 417 |
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value: null
|
| 418 |
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torch_compile_mode:
|
| 419 |
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value: null
|
| 420 |
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torch_empty_cache_steps:
|
| 421 |
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value: null
|
| 422 |
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trackio_bucket_id:
|
| 423 |
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value: null
|
| 424 |
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trackio_space_id:
|
| 425 |
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value: null
|
| 426 |
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trackio_static_space_id:
|
| 427 |
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value: null
|
| 428 |
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train_sampling_strategy:
|
| 429 |
+
value: random
|
| 430 |
+
transformers_version:
|
| 431 |
+
value: 5.16.0.dev0
|
| 432 |
+
use_cache:
|
| 433 |
+
value: false
|
| 434 |
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use_cpu:
|
| 435 |
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value: false
|
| 436 |
+
use_liger_kernel:
|
| 437 |
+
value: false
|
| 438 |
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vocab_size:
|
| 439 |
+
value: 4096
|
| 440 |
+
waleed_beta:
|
| 441 |
+
value: 10
|
| 442 |
+
warmup_steps:
|
| 443 |
+
value: 200
|
| 444 |
+
weight_decay:
|
| 445 |
+
value: 0
|
zain/Activation/wandb/run-20260812_182126-vyycsg6r/files/output.log
CHANGED
|
@@ -68,3 +68,16 @@
|
|
| 68 |
{'eval_loss': '4.494', 'eval_runtime': '31.07', 'eval_samples_per_second': '306.6', 'eval_steps_per_second': '2.414', 'epoch': '0.06404', 'train/total_time_seconds': '407.5', 'train/time_per_step_avg': '0.5733', 'train/epoch_time_elapsed': '920.3', 'train/estimated_remaining_minutes': '0.3575'}
|
| 69 |
{'loss': '4.461', 'grad_norm': '1.086', 'learning_rate': '0.005', 'epoch': '0.06471', 'train/total_time_seconds': '413.3', 'train/time_per_step_avg': '0.5748', 'train/epoch_time_elapsed': '926.6', 'train/estimated_remaining_minutes': '0.287'}
|
| 70 |
{'loss': '4.188', 'grad_norm': '1.133', 'learning_rate': '0.005', 'epoch': '0.06606', 'train/total_time_seconds': '424.3', 'train/time_per_step_avg': '0.5711', 'train/epoch_time_elapsed': '938.7', 'train/estimated_remaining_minutes': '0.1443'}
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|
| 68 |
{'eval_loss': '4.494', 'eval_runtime': '31.07', 'eval_samples_per_second': '306.6', 'eval_steps_per_second': '2.414', 'epoch': '0.06404', 'train/total_time_seconds': '407.5', 'train/time_per_step_avg': '0.5733', 'train/epoch_time_elapsed': '920.3', 'train/estimated_remaining_minutes': '0.3575'}
|
| 69 |
{'loss': '4.461', 'grad_norm': '1.086', 'learning_rate': '0.005', 'epoch': '0.06471', 'train/total_time_seconds': '413.3', 'train/time_per_step_avg': '0.5748', 'train/epoch_time_elapsed': '926.6', 'train/estimated_remaining_minutes': '0.287'}
|
| 70 |
{'loss': '4.188', 'grad_norm': '1.133', 'learning_rate': '0.005', 'epoch': '0.06606', 'train/total_time_seconds': '424.3', 'train/time_per_step_avg': '0.5711', 'train/epoch_time_elapsed': '938.7', 'train/estimated_remaining_minutes': '0.1443'}
|
| 71 |
+
{'loss': '4.093', 'grad_norm': '0.75', 'learning_rate': '0.005', 'epoch': '0.06741', 'train/total_time_seconds': '435.6', 'train/time_per_step_avg': '0.5686', 'train/epoch_time_elapsed': '951', 'train/estimated_remaining_minutes': '0'}
|
| 72 |
+
{'eval_loss': '3.98', 'eval_runtime': '31.2', 'eval_samples_per_second': '305.4', 'eval_steps_per_second': '2.404', 'epoch': '0.06741', 'train/total_time_seconds': '435.6', 'train/time_per_step_avg': '0.5686', 'train/epoch_time_elapsed': '982.2', 'train/estimated_remaining_minutes': '0'}
|
| 73 |
+
- If you are the owner of the model architecture code, please modify your model class such that it inherits from `GenerationMixin` (after `PreTrainedModel`, otherwise you'll get an exception).
|
| 74 |
+
- If you are not the owner of the model architecture class, please contact the model code owner to update it.
|
| 75 |
+
Writing model shards: 100%|██████████| 1/1 [00:00<00:00, 9.30it/s]
|
| 76 |
+
100%|██████████| 1000/1000 [16:23<00:00, 1.02it/s]0:00, 9.39it/s]
|
| 77 |
+
{'train_runtime': '983.3', 'train_samples_per_second': '65.08', 'train_steps_per_second': '1.017', 'train_loss': '4.358', 'epoch': '0.06741', 'train/total_time_seconds': '435.6', 'train/time_per_step_avg': '0.5686', 'train/epoch_time_elapsed': '982.6', 'train/estimated_remaining_minutes': '0'}
|
| 78 |
+
100%|██████████| 75/75 [00:31<00:00, 2.41it/s]
|
| 79 |
+
[transformers] TinyLlamaForCausalLM has generative capabilities, as `prepare_inputs_for_generation` is explicitly defined. However, it doesn't directly inherit from `GenerationMixin`. From 👉v4.50👈 onwards, `PreTrainedModel` will NOT inherit from `GenerationMixin`, and this model will lose the ability to call `generate` and other related functions.
|
| 80 |
+
- If you're using `trust_remote_code=True`, you can get rid of this warning by loading the model with an auto class. See https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes
|
| 81 |
+
- If you are the owner of the model architecture code, please modify your model class such that it inherits from `GenerationMixin` (after `PreTrainedModel`, otherwise you'll get an exception).
|
| 82 |
+
- If you are not the owner of the model architecture class, please contact the model code owner to update it.
|
| 83 |
+
Writing model shards: 100%|██████████| 1/1 [00:00<00:00, 10.94it/s]
|
zain/Activation/wandb/run-20260812_182126-vyycsg6r/files/wandb-summary.json
ADDED
|
@@ -0,0 +1 @@
|
|
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|
| 1 |
+
{"eval/loss":3.9804961681365967,"train_runtime":983.349,"train/train/epoch_time_elapsed":1014.1718704663217,"_runtime":1014,"total_flos":4.839413121024e+15,"eval/runtime":31.5534,"train/train/total_time_seconds":435.6453069075942,"_wandb":{"runtime":1014},"train_loss":4.357875137329102,"train/epoch":0.06740815638692282,"eval/samples_per_second":301.932,"train/train/estimated_remaining_minutes":0,"train_steps_per_second":1.017,"train/grad_norm":0.75,"_timestamp":1.7865599011513355e+09,"train/train/time_per_step_avg":0.5685570389404893,"train/global_step":1000,"eval/steps_per_second":2.377,"train/loss":4.092753601074219,"_step":71,"train/learning_rate":0.005,"train_samples_per_second":65.084}
|
zain/Activation/wandb/run-20260812_182126-vyycsg6r/logs/debug-core.log
CHANGED
|
@@ -32,3 +32,10 @@
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|
| 32 |
{"time":"2026-08-12T18:21:26.321522195Z","level":"INFO","msg":"handleInformInit: received","streamId":"vyycsg6r","id":"3(@)"}
|
| 33 |
{"time":"2026-08-12T18:21:26.578729863Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"vyycsg6r","id":"3(@)"}
|
| 34 |
{"time":"2026-08-12T18:21:31.999599169Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
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| 32 |
{"time":"2026-08-12T18:21:26.321522195Z","level":"INFO","msg":"handleInformInit: received","streamId":"vyycsg6r","id":"3(@)"}
|
| 33 |
{"time":"2026-08-12T18:21:26.578729863Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"vyycsg6r","id":"3(@)"}
|
| 34 |
{"time":"2026-08-12T18:21:31.999599169Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
|
| 35 |
+
{"time":"2026-08-12T18:38:21.284226521Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
|
| 36 |
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{"time":"2026-08-12T18:38:21.818456712Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
|
| 37 |
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{"time":"2026-08-12T18:38:21.81999609Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"vyycsg6r","id":"3(@)"}
|
| 38 |
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{"time":"2026-08-12T18:38:21.828229465Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"vyycsg6r","id":"3(@)"}
|
| 39 |
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{"time":"2026-08-12T18:38:23.104854149Z","level":"INFO","msg":"handleInformInit: received","streamId":"qtstmmvv","id":"3(@)"}
|
| 40 |
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{"time":"2026-08-12T18:38:23.372128976Z","level":"INFO","msg":"handleInformInit: stream started","streamId":"qtstmmvv","id":"3(@)"}
|
| 41 |
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{"time":"2026-08-12T18:38:28.777282159Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"b7qhqvo21369"}
|
zain/Activation/wandb/run-20260812_182126-vyycsg6r/logs/debug-internal.log
CHANGED
|
@@ -131,3 +131,21 @@
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|
| 131 |
{"time":"2026-08-12T18:36:43.0449338Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 132 |
{"time":"2026-08-12T18:36:57.884412932Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":65,"history_lines":2,"events_offset":122,"events_lines":2,"console_offset":67,"console_lines":2}
|
| 133 |
{"time":"2026-08-12T18:36:57.997968481Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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{"time":"2026-08-12T18:36:43.0449338Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 132 |
{"time":"2026-08-12T18:36:57.884412932Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":65,"history_lines":2,"events_offset":122,"events_lines":2,"console_offset":67,"console_lines":2}
|
| 133 |
{"time":"2026-08-12T18:36:57.997968481Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 134 |
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{"time":"2026-08-12T18:37:12.884324783Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":67,"history_lines":1,"events_offset":124,"events_lines":2,"console_offset":69,"console_lines":1}
|
| 135 |
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{"time":"2026-08-12T18:37:12.99508184Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 136 |
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{"time":"2026-08-12T18:37:27.884119301Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":68,"history_lines":1,"events_offset":126,"events_lines":2,"console_offset":70,"console_lines":1}
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| 137 |
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{"time":"2026-08-12T18:37:28.031354504Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 138 |
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{"time":"2026-08-12T18:37:42.883920799Z","level":"INFO","msg":"filestream: sending request","total_files":1,"events_offset":128,"events_lines":2}
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| 139 |
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{"time":"2026-08-12T18:37:43.000151349Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 140 |
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{"time":"2026-08-12T18:37:57.884397768Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":69,"history_lines":2,"events_offset":130,"events_lines":2,"console_offset":71,"console_lines":7}
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| 141 |
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{"time":"2026-08-12T18:37:57.993176058Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 142 |
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{"time":"2026-08-12T18:38:12.884643682Z","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":132,"events_lines":2,"console_offset":77,"console_lines":1}
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| 143 |
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{"time":"2026-08-12T18:38:13.018992357Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 144 |
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{"time":"2026-08-12T18:38:21.663852511Z","level":"INFO","msg":"fileTransfer: Close: file transfer manager closed"}
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| 145 |
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{"time":"2026-08-12T18:38:21.664020269Z","level":"INFO","msg":"filestream: sending request","total_files":3,"history_offset":71,"history_lines":1,"console_offset":77,"console_lines":6,"uploaded_len":3,"complete":true,"exit_code":0}
|
| 146 |
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{"time":"2026-08-12T18:38:21.816198843Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 147 |
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{"time":"2026-08-12T18:38:21.817244677Z","level":"INFO","msg":"handler: operation stats","stats":{}}
|
| 148 |
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{"time":"2026-08-12T18:38:21.820028193Z","level":"INFO","msg":"stream: finishing up"}
|
| 149 |
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{"time":"2026-08-12T18:38:21.820044826Z","level":"INFO","msg":"handler: closed"}
|
| 150 |
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{"time":"2026-08-12T18:38:21.827824114Z","level":"INFO","msg":"sender: closed"}
|
| 151 |
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{"time":"2026-08-12T18:38:21.827842903Z","level":"INFO","msg":"stream: all finished"}
|
zain/Activation/wandb/run-20260812_182126-vyycsg6r/logs/debug.log
CHANGED
|
@@ -18,3 +18,8 @@ config: {'_wandb': {}}
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| 18 |
2026-08-12 18:21:26,971 INFO MainThread:1371664 [wandb_run.py:_config_callback():1346] config_cb None None {'transformers_version': '5.16.0.dev0', 'architectures': None, 'output_hidden_states': False, 'return_dict': True, 'dtype': None, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'problem_type': None, 'vocab_size': 4096, 'hidden_size': 128, 'intermediate_size': 256, 'num_hidden_layers': 150, 'num_attention_heads': 4, 'num_key_value_heads': 4, 'hidden_act': 'silu', 'max_position_embeddings': 512, 'initializer_range': 0.02, 'rms_norm_eps': 1e-06, 'use_cache': False, 'pad_token_id': 0, 'bos_token_id': 1, 'eos_token_id': 2, 'pretraining_tp': 1, 'tie_word_embeddings': True, 'rope_parameters': {'rope_theta': 10000.0, 'rope_type': 'default'}, 'attention_bias': False, 'attention_dropout': 0.0, 'mlp_bias': False, 'head_dim': 32, '_name_or_path': '', 'tokenizer_name': 'w-ahmad/tiny-stories-tokenizer', 'mlp_type': 'glu', 'activation': 'gelu', 'waleed_beta': 10.0, 'model_type': 'tiny_llama', 'output_attentions': False, 'output_dir': 'out/glu-gelu-150L_run', 'per_device_train_batch_size': 64, 'num_train_epochs': 1, 'max_steps': 1000, 'learning_rate': 0.005, 'lr_scheduler_type': 'constant_with_warmup', 'lr_scheduler_kwargs': None, 'warmup_steps': 200, 'optim': 'adamw_torch_fused', 'optim_args': None, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'optim_target_modules': None, 'gradient_accumulation_steps': 1, 'average_tokens_across_devices': True, 'max_grad_norm': 0.0, 'label_smoothing_factor': 0.0, 'bf16': True, 'fp16': False, 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'use_liger_kernel': False, 'liger_kernel_config': None, 'neftune_noise_alpha': None, 'torch_empty_cache_steps': None, 'auto_find_batch_size': False, 'logging_strategy': 'steps', 'logging_steps': 20, 'logging_first_step': False, 'log_on_each_node': True, 'logging_nan_inf_filter': True, 'include_num_input_tokens_seen': 'no', 'log_level': 'passive', 'log_level_replica': 'warning', 'disable_tqdm': False, 'report_to': ['wandb'], 'run_name': 'LM-glu-gelu-150L-25.1M-20260812-182125', 'project': 'huggingface', 'trackio_space_id': None, 'trackio_bucket_id': None, 'trackio_static_space_id': None, 'eval_strategy': 'steps', 'eval_steps': 50, 'eval_delay': 0, 'per_device_eval_batch_size': 128, 'prediction_loss_only': False, 'eval_on_start': False, 'eval_do_concat_batches': True, 'eval_use_gather_object': False, 'eval_accumulation_steps': None, 'include_for_metrics': [], 'batch_eval_metrics': False, 'save_only_model': False, 'save_strategy': 'steps', 'save_steps': 1000, 'save_on_each_node': False, 'save_total_limit': None, 'enable_jit_checkpoint': False, 'push_to_hub': False, 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_model_id': 'w-ahmad/6L-glu-gelu-150L', 'hub_strategy': 'every_save', 'hub_always_push': False, 'hub_revision': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'restore_callback_states_from_checkpoint': False, 'full_determinism': False, 'seed': 42, 'data_seed': 42, 'use_cpu': False, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'parallelism_config': None, 'dataloader_drop_last': False, 'dataloader_num_workers': 0, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'dataloader_prefetch_factor': None, 'dataloader_multiprocessing_context': None, 'dataloader_in_order': True, 'remove_unused_columns': False, 'label_names': None, 'train_sampling_strategy': 'random', 'length_column_name': 'length', 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'ddp_static_graph': None, 'ddp_backend': None, 'ddp_timeout': 1800, 'fsdp': None, 'fsdp_config': None, 'deepspeed': None, 'debug': [], 'skip_memory_metrics': True, 'do_train': False, 'do_eval': True, 'do_predict': False, 'resume_from_checkpoint': None, 'local_rank': -1}
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| 19 |
2026-08-12 18:21:26,978 INFO MainThread:1371664 [wandb_config.py:__setitem__():155] [no run ID] config set model/num_parameters = 25138816 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x14c5efbb9090>>
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| 20 |
2026-08-12 18:21:26,979 INFO MainThread:1371664 [wandb_run.py:_config_callback():1346] config_cb model/num_parameters 25138816 None
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| 18 |
2026-08-12 18:21:26,971 INFO MainThread:1371664 [wandb_run.py:_config_callback():1346] config_cb None None {'transformers_version': '5.16.0.dev0', 'architectures': None, 'output_hidden_states': False, 'return_dict': True, 'dtype': None, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'problem_type': None, 'vocab_size': 4096, 'hidden_size': 128, 'intermediate_size': 256, 'num_hidden_layers': 150, 'num_attention_heads': 4, 'num_key_value_heads': 4, 'hidden_act': 'silu', 'max_position_embeddings': 512, 'initializer_range': 0.02, 'rms_norm_eps': 1e-06, 'use_cache': False, 'pad_token_id': 0, 'bos_token_id': 1, 'eos_token_id': 2, 'pretraining_tp': 1, 'tie_word_embeddings': True, 'rope_parameters': {'rope_theta': 10000.0, 'rope_type': 'default'}, 'attention_bias': False, 'attention_dropout': 0.0, 'mlp_bias': False, 'head_dim': 32, '_name_or_path': '', 'tokenizer_name': 'w-ahmad/tiny-stories-tokenizer', 'mlp_type': 'glu', 'activation': 'gelu', 'waleed_beta': 10.0, 'model_type': 'tiny_llama', 'output_attentions': False, 'output_dir': 'out/glu-gelu-150L_run', 'per_device_train_batch_size': 64, 'num_train_epochs': 1, 'max_steps': 1000, 'learning_rate': 0.005, 'lr_scheduler_type': 'constant_with_warmup', 'lr_scheduler_kwargs': None, 'warmup_steps': 200, 'optim': 'adamw_torch_fused', 'optim_args': None, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'optim_target_modules': None, 'gradient_accumulation_steps': 1, 'average_tokens_across_devices': True, 'max_grad_norm': 0.0, 'label_smoothing_factor': 0.0, 'bf16': True, 'fp16': False, 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'use_liger_kernel': False, 'liger_kernel_config': None, 'neftune_noise_alpha': None, 'torch_empty_cache_steps': None, 'auto_find_batch_size': False, 'logging_strategy': 'steps', 'logging_steps': 20, 'logging_first_step': False, 'log_on_each_node': True, 'logging_nan_inf_filter': True, 'include_num_input_tokens_seen': 'no', 'log_level': 'passive', 'log_level_replica': 'warning', 'disable_tqdm': False, 'report_to': ['wandb'], 'run_name': 'LM-glu-gelu-150L-25.1M-20260812-182125', 'project': 'huggingface', 'trackio_space_id': None, 'trackio_bucket_id': None, 'trackio_static_space_id': None, 'eval_strategy': 'steps', 'eval_steps': 50, 'eval_delay': 0, 'per_device_eval_batch_size': 128, 'prediction_loss_only': False, 'eval_on_start': False, 'eval_do_concat_batches': True, 'eval_use_gather_object': False, 'eval_accumulation_steps': None, 'include_for_metrics': [], 'batch_eval_metrics': False, 'save_only_model': False, 'save_strategy': 'steps', 'save_steps': 1000, 'save_on_each_node': False, 'save_total_limit': None, 'enable_jit_checkpoint': False, 'push_to_hub': False, 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': None, 'hub_model_id': 'w-ahmad/6L-glu-gelu-150L', 'hub_strategy': 'every_save', 'hub_always_push': False, 'hub_revision': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'restore_callback_states_from_checkpoint': False, 'full_determinism': False, 'seed': 42, 'data_seed': 42, 'use_cpu': False, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'parallelism_config': None, 'dataloader_drop_last': False, 'dataloader_num_workers': 0, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'dataloader_prefetch_factor': None, 'dataloader_multiprocessing_context': None, 'dataloader_in_order': True, 'remove_unused_columns': False, 'label_names': None, 'train_sampling_strategy': 'random', 'length_column_name': 'length', 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'ddp_static_graph': None, 'ddp_backend': None, 'ddp_timeout': 1800, 'fsdp': None, 'fsdp_config': None, 'deepspeed': None, 'debug': [], 'skip_memory_metrics': True, 'do_train': False, 'do_eval': True, 'do_predict': False, 'resume_from_checkpoint': None, 'local_rank': -1}
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| 19 |
2026-08-12 18:21:26,978 INFO MainThread:1371664 [wandb_config.py:__setitem__():155] [no run ID] config set model/num_parameters = 25138816 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x14c5efbb9090>>
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| 20 |
2026-08-12 18:21:26,979 INFO MainThread:1371664 [wandb_run.py:_config_callback():1346] config_cb model/num_parameters 25138816 None
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| 21 |
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2026-08-12 18:38:21,283 INFO MainThread:1371664 [wandb_run.py:_finish():2383] finishing run deepnevro-deepnevro/research2/vyycsg6r
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| 22 |
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2026-08-12 18:38:21,283 INFO MainThread:1371664 [wandb_run.py:_atexit_cleanup():2588] got exitcode: 0
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2026-08-12 18:38:21,283 INFO MainThread:1371664 [wandb_run.py:_restore():2570] restore
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2026-08-12 18:38:21,284 INFO MainThread:1371664 [wandb_run.py:_restore():2576] restore done
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2026-08-12 18:38:21,819 INFO MainThread:1371664 [wandb_run.py:_footer_sync_info():3993] logging synced files
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zain/Activation/wandb/run-20260812_182126-vyycsg6r/run-vyycsg6r.wandb
CHANGED
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zain/Activation/wandb/run-20260812_183021-5nis3j8m/files/output.log
CHANGED
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| 43 |
{'loss': '3.594', 'grad_norm': '0.4902', 'learning_rate': '0.001', 'epoch': '0.009437', 'train/total_time_seconds': '92.52', 'train/time_per_step_avg': '0.1624', 'train/epoch_time_elapsed': '381.8', 'train/estimated_remaining_minutes': '1.212'}
|
| 44 |
{'loss': '3.559', 'grad_norm': '0.5898', 'learning_rate': '0.001', 'epoch': '0.009774', 'train/total_time_seconds': '95.75', 'train/time_per_step_avg': '0.1622', 'train/epoch_time_elapsed': '385.3', 'train/estimated_remaining_minutes': '1.156'}
|
| 45 |
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| 43 |
{'loss': '3.594', 'grad_norm': '0.4902', 'learning_rate': '0.001', 'epoch': '0.009437', 'train/total_time_seconds': '92.52', 'train/time_per_step_avg': '0.1624', 'train/epoch_time_elapsed': '381.8', 'train/estimated_remaining_minutes': '1.212'}
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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{'eval_loss': '3.237', 'eval_runtime': '25.24', 'eval_samples_per_second': '377.5', 'eval_steps_per_second': '11.81', 'epoch': '0.01348', 'train/total_time_seconds': '130.7', 'train/time_per_step_avg': '0.1588', 'train/epoch_time_elapsed': '549.2', 'train/estimated_remaining_minutes': '0.5447'}
|
| 61 |
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|
| 62 |
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{'loss': '3.159', 'grad_norm': '0.459', 'learning_rate': '0.001', 'epoch': '0.01416', 'train/total_time_seconds': '137.2', 'train/time_per_step_avg': '0.1615', 'train/epoch_time_elapsed': '556.2', 'train/estimated_remaining_minutes': '0.4355'}
|
| 63 |
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{'eval_loss': '3.175', 'eval_runtime': '25.67', 'eval_samples_per_second': '371.2', 'eval_steps_per_second': '11.61', 'epoch': '0.01432', 'train/total_time_seconds': '138.8', 'train/time_per_step_avg': '0.1608', 'train/epoch_time_elapsed': '583.6', 'train/estimated_remaining_minutes': '0.4081'}
|
| 64 |
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{'loss': '3.178', 'grad_norm': '0.4863', 'learning_rate': '0.001', 'epoch': '0.01449', 'train/total_time_seconds': '140.3', 'train/time_per_step_avg': '0.1607', 'train/epoch_time_elapsed': '585.3', 'train/estimated_remaining_minutes': '0.3807'}
|
| 65 |
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|
| 66 |
+
{'loss': '3.152', 'grad_norm': '0.4473', 'learning_rate': '0.001', 'epoch': '0.01517', 'train/total_time_seconds': '146.6', 'train/time_per_step_avg': '0.1585', 'train/epoch_time_elapsed': '592.1', 'train/estimated_remaining_minutes': '0.2714'}
|
| 67 |
+
{'eval_loss': '3.132', 'eval_runtime': '25.05', 'eval_samples_per_second': '380.3', 'eval_steps_per_second': '11.89', 'epoch': '0.01517', 'train/total_time_seconds': '146.6', 'train/time_per_step_avg': '0.1585', 'train/epoch_time_elapsed': '617.2', 'train/estimated_remaining_minutes': '0.2714'}
|
| 68 |
+
{'loss': '3.113', 'grad_norm': '0.4707', 'learning_rate': '0.001', 'epoch': '0.0155', 'train/total_time_seconds': '149.7', 'train/time_per_step_avg': '0.1576', 'train/epoch_time_elapsed': '620.6', 'train/estimated_remaining_minutes': '0.217'}
|
| 69 |
+
{'loss': '3.08', 'grad_norm': '0.5039', 'learning_rate': '0.001', 'epoch': '0.01584', 'train/total_time_seconds': '152.9', 'train/time_per_step_avg': '0.1573', 'train/epoch_time_elapsed': '624', 'train/estimated_remaining_minutes': '0.1627'}
|
| 70 |
+
{'eval_loss': '3.085', 'eval_runtime': '25.27', 'eval_samples_per_second': '377', 'eval_steps_per_second': '11.79', 'epoch': '0.01601', 'train/total_time_seconds': '154.4', 'train/time_per_step_avg': '0.1567', 'train/epoch_time_elapsed': '651', 'train/estimated_remaining_minutes': '0.1355'}
|
| 71 |
+
{'loss': '3.061', 'grad_norm': '0.4629', 'learning_rate': '0.001', 'epoch': '0.01618', 'train/total_time_seconds': '156', 'train/time_per_step_avg': '0.1565', 'train/epoch_time_elapsed': '652.6', 'train/estimated_remaining_minutes': '0.1083'}
|
| 72 |
+
{'loss': '3.047', 'grad_norm': '0.4375', 'learning_rate': '0.001', 'epoch': '0.01651', 'train/total_time_seconds': '159.1', 'train/time_per_step_avg': '0.1568', 'train/epoch_time_elapsed': '656.1', 'train/estimated_remaining_minutes': '0.05412'}
|
| 73 |
+
{'loss': '3.051', 'grad_norm': '0.5977', 'learning_rate': '0.001', 'epoch': '0.01685', 'train/total_time_seconds': '162.5', 'train/time_per_step_avg': '0.1595', 'train/epoch_time_elapsed': '659.8', 'train/estimated_remaining_minutes': '0'}
|
| 74 |
+
{'eval_loss': '3.046', 'eval_runtime': '25.36', 'eval_samples_per_second': '375.6', 'eval_steps_per_second': '11.75', 'epoch': '0.01685', 'train/total_time_seconds': '162.5', 'train/time_per_step_avg': '0.1595', 'train/epoch_time_elapsed': '685.1', 'train/estimated_remaining_minutes': '0'}
|
| 75 |
+
- If you are the owner of the model architecture code, please modify your model class such that it inherits from `GenerationMixin` (after `PreTrainedModel`, otherwise you'll get an exception).
|
| 76 |
+
- If you are not the owner of the model architecture class, please contact the model code owner to update it.
|
| 77 |
+
Writing model shards: 100%|██████████| 1/1 [00:00<00:00, 18.20it/s]
|
| 78 |
+
100%|██████████| 1000/1000 [11:26<00:00, 1.46it/s], ?it/s]
|
| 79 |
+
{'train_runtime': '686.6', 'train_samples_per_second': '23.3', 'train_steps_per_second': '1.457', 'train_loss': '4.216', 'epoch': '0.01685', 'train/total_time_seconds': '162.5', 'train/time_per_step_avg': '0.1595', 'train/epoch_time_elapsed': '685.4', 'train/estimated_remaining_minutes': '0'}
|
| 80 |
+
78%|███████▊ | 231/298 [00:19<00:05, 11.75it/s]
|
zain/Activation/wandb/run-20260812_183021-5nis3j8m/logs/debug-internal.log
CHANGED
|
@@ -61,3 +61,43 @@
|
|
| 61 |
{"time":"2026-08-12T18:36:52.013606109Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 62 |
{"time":"2026-08-12T18:37:06.91125731Z","level":"INFO","msg":"filestream: sending request","total_files":1,"events_offset":51,"events_lines":2}
|
| 63 |
{"time":"2026-08-12T18:37:07.061438591Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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|
| 61 |
{"time":"2026-08-12T18:36:52.013606109Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 62 |
{"time":"2026-08-12T18:37:06.91125731Z","level":"INFO","msg":"filestream: sending request","total_files":1,"events_offset":51,"events_lines":2}
|
| 63 |
{"time":"2026-08-12T18:37:07.061438591Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 64 |
+
{"time":"2026-08-12T18:37:21.91198923Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":41,"history_lines":2,"events_offset":53,"events_lines":2,"console_offset":45,"console_lines":2}
|
| 65 |
+
{"time":"2026-08-12T18:37:22.027899674Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 66 |
+
{"time":"2026-08-12T18:37:36.911448333Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":43,"history_lines":1,"events_offset":55,"events_lines":2,"console_offset":47,"console_lines":1}
|
| 67 |
+
{"time":"2026-08-12T18:37:37.018605108Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 68 |
+
{"time":"2026-08-12T18:37:51.911140787Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":44,"history_lines":2,"events_offset":57,"events_lines":2,"console_offset":48,"console_lines":2}
|
| 69 |
+
{"time":"2026-08-12T18:37:52.023732721Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 70 |
+
{"time":"2026-08-12T18:38:06.911218117Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":46,"history_lines":2,"events_offset":59,"events_lines":2,"console_offset":50,"console_lines":2}
|
| 71 |
+
{"time":"2026-08-12T18:38:07.06003466Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 72 |
+
{"time":"2026-08-12T18:38:21.911195348Z","level":"INFO","msg":"filestream: sending request","total_files":1,"events_offset":61,"events_lines":2}
|
| 73 |
+
{"time":"2026-08-12T18:38:22.030458784Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 74 |
+
{"time":"2026-08-12T18:38:36.911386615Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":48,"history_lines":3,"events_offset":63,"events_lines":2,"console_offset":52,"console_lines":3}
|
| 75 |
+
{"time":"2026-08-12T18:38:37.029603649Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 76 |
+
{"time":"2026-08-12T18:38:51.911351149Z","level":"INFO","msg":"filestream: sending request","total_files":1,"events_offset":65,"events_lines":2}
|
| 77 |
+
{"time":"2026-08-12T18:38:52.019780527Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 78 |
+
{"time":"2026-08-12T18:39:06.911629884Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":51,"history_lines":4,"events_offset":67,"events_lines":2,"console_offset":55,"console_lines":4}
|
| 79 |
+
{"time":"2026-08-12T18:39:07.053250903Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 80 |
+
{"time":"2026-08-12T18:39:21.911760758Z","level":"INFO","msg":"filestream: sending request","total_files":1,"events_offset":69,"events_lines":2}
|
| 81 |
+
{"time":"2026-08-12T18:39:22.030508392Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 82 |
+
{"time":"2026-08-12T18:39:36.911859233Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":55,"history_lines":2,"events_offset":71,"events_lines":2,"console_offset":59,"console_lines":2}
|
| 83 |
+
{"time":"2026-08-12T18:39:37.055018096Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 84 |
+
{"time":"2026-08-12T18:39:51.911906735Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":57,"history_lines":1,"events_offset":73,"events_lines":2,"console_offset":61,"console_lines":1}
|
| 85 |
+
{"time":"2026-08-12T18:39:52.026783491Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 86 |
+
{"time":"2026-08-12T18:40:06.911154685Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":58,"history_lines":1,"events_offset":75,"events_lines":2,"console_offset":62,"console_lines":1}
|
| 87 |
+
{"time":"2026-08-12T18:40:07.064235027Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 88 |
+
{"time":"2026-08-12T18:40:21.911453002Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":59,"history_lines":3,"events_offset":77,"events_lines":2,"console_offset":63,"console_lines":3}
|
| 89 |
+
{"time":"2026-08-12T18:40:22.032889006Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 90 |
+
{"time":"2026-08-12T18:40:36.911846359Z","level":"INFO","msg":"filestream: sending request","total_files":1,"events_offset":79,"events_lines":2}
|
| 91 |
+
{"time":"2026-08-12T18:40:37.022374085Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 92 |
+
{"time":"2026-08-12T18:40:51.911847123Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":62,"history_lines":3,"events_offset":81,"events_lines":2,"console_offset":66,"console_lines":3}
|
| 93 |
+
{"time":"2026-08-12T18:40:52.032356671Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 94 |
+
{"time":"2026-08-12T18:41:06.911228942Z","level":"INFO","msg":"filestream: sending request","total_files":1,"events_offset":83,"events_lines":2}
|
| 95 |
+
{"time":"2026-08-12T18:41:07.040742634Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 96 |
+
{"time":"2026-08-12T18:41:21.911715772Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":65,"history_lines":4,"events_offset":85,"events_lines":2,"console_offset":69,"console_lines":4}
|
| 97 |
+
{"time":"2026-08-12T18:41:22.046450737Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 98 |
+
{"time":"2026-08-12T18:41:36.911787732Z","level":"INFO","msg":"filestream: sending request","total_files":1,"events_offset":87,"events_lines":2}
|
| 99 |
+
{"time":"2026-08-12T18:41:37.023801143Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 100 |
+
{"time":"2026-08-12T18:41:51.911199515Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":69,"history_lines":2,"events_offset":89,"events_lines":2,"console_offset":73,"console_lines":7}
|
| 101 |
+
{"time":"2026-08-12T18:41:52.059907127Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
| 102 |
+
{"time":"2026-08-12T18:42:06.911175834Z","level":"INFO","msg":"filestream: sending request","total_files":2,"events_offset":91,"events_lines":2,"console_offset":79,"console_lines":1}
|
| 103 |
+
{"time":"2026-08-12T18:42:07.087160098Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
|
zain/Activation/wandb/run-20260812_183021-5nis3j8m/run-5nis3j8m.wandb
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a950a00b950559e2a29e05461ef1e292bef6e43a390c0f6f573164f8f4f9ebde
|
| 3 |
+
size 1114112
|
zain/Activation/wandb/run-20260812_183823-qtstmmvv/files/output.log
ADDED
|
@@ -0,0 +1,15 @@
|
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|
| 1 |
+
20%|██ | 200/1000 [03:39<08:01, 1.66it/s]
|
| 2 |
+
{'loss': '7.948', 'grad_norm': '1.25', 'learning_rate': '0.000475', 'epoch': '0.001348', 'train/total_time_seconds': '11.96', 'train/time_per_step_avg': '0.5978', 'train/epoch_time_elapsed': '13.05', 'train/estimated_remaining_minutes': '9.764'}
|
| 3 |
+
{'loss': '6.824', 'grad_norm': '0.8477', 'learning_rate': '0.000975', 'epoch': '0.002696', 'train/total_time_seconds': '23.24', 'train/time_per_step_avg': '0.5809', 'train/epoch_time_elapsed': '25.33', 'train/estimated_remaining_minutes': '9.295'}
|
| 4 |
+
23%|██▎ | 17/75 [00:06<00:24, 2.37it/s]
|
| 5 |
+
{'eval_loss': '6.051', 'eval_runtime': '31.06', 'eval_samples_per_second': '306.7', 'eval_steps_per_second': '2.414', 'epoch': '0.00337', 'train/total_time_seconds': '28.86', 'train/time_per_step_avg': '0.5772', 'train/epoch_time_elapsed': '62.52', 'train/estimated_remaining_minutes': '9.139'}
|
| 6 |
+
{'loss': '6.1', 'grad_norm': '0.2041', 'learning_rate': '0.001475', 'epoch': '0.004044', 'train/total_time_seconds': '34.62', 'train/time_per_step_avg': '0.5769', 'train/epoch_time_elapsed': '68.76', 'train/estimated_remaining_minutes': '9.039'}
|
| 7 |
+
{'loss': '6.024', 'grad_norm': '0.09668', 'learning_rate': '0.001975', 'epoch': '0.005393', 'train/total_time_seconds': '46.32', 'train/time_per_step_avg': '0.579', 'train/epoch_time_elapsed': '81.44', 'train/estimated_remaining_minutes': '8.877'}
|
| 8 |
+
{'loss': '6.018', 'grad_norm': '0.1045', 'learning_rate': '0.002475', 'epoch': '0.006741', 'train/total_time_seconds': '57.61', 'train/time_per_step_avg': '0.5761', 'train/epoch_time_elapsed': '93.71', 'train/estimated_remaining_minutes': '8.641'}
|
| 9 |
+
{'eval_loss': '6.016', 'eval_runtime': '31.21', 'eval_samples_per_second': '305.3', 'eval_steps_per_second': '2.403', 'epoch': '0.006741', 'train/total_time_seconds': '57.61', 'train/time_per_step_avg': '0.5761', 'train/epoch_time_elapsed': '124.9', 'train/estimated_remaining_minutes': '8.641'}
|
| 10 |
+
{'loss': '6.029', 'grad_norm': '0.2441', 'learning_rate': '0.002975', 'epoch': '0.008089', 'train/total_time_seconds': '69.15', 'train/time_per_step_avg': '0.5719', 'train/epoch_time_elapsed': '137.6', 'train/estimated_remaining_minutes': '8.451'}
|
| 11 |
+
{'loss': '5.988', 'grad_norm': '0.1914', 'learning_rate': '0.003475', 'epoch': '0.009437', 'train/total_time_seconds': '81.07', 'train/time_per_step_avg': '0.5783', 'train/epoch_time_elapsed': '150.5', 'train/estimated_remaining_minutes': '8.3'}
|
| 12 |
+
{'eval_loss': '5.872', 'eval_runtime': '31.24', 'eval_samples_per_second': '304.9', 'eval_steps_per_second': '2.401', 'epoch': '0.01011', 'train/total_time_seconds': '86.71', 'train/time_per_step_avg': '0.5785', 'train/epoch_time_elapsed': '187.8', 'train/estimated_remaining_minutes': '8.189'}
|
| 13 |
+
{'loss': '5.879', 'grad_norm': '0.3652', 'learning_rate': '0.003975', 'epoch': '0.01079', 'train/total_time_seconds': '92.41', 'train/time_per_step_avg': '0.578', 'train/epoch_time_elapsed': '194.1', 'train/estimated_remaining_minutes': '8.086'}
|
| 14 |
+
{'loss': '5.723', 'grad_norm': '0.5977', 'learning_rate': '0.004475', 'epoch': '0.01213', 'train/total_time_seconds': '104', 'train/time_per_step_avg': '0.577', 'train/epoch_time_elapsed': '206.7', 'train/estimated_remaining_minutes': '7.897'}
|
| 15 |
+
{'loss': '5.668', 'grad_norm': '0.2969', 'learning_rate': '0.004975', 'epoch': '0.01348', 'train/total_time_seconds': '115.2', 'train/time_per_step_avg': '0.5762', 'train/epoch_time_elapsed': '218.9', 'train/estimated_remaining_minutes': '7.682'}
|
zain/Activation/wandb/run-20260812_183823-qtstmmvv/files/requirements.txt
ADDED
|
@@ -0,0 +1,149 @@
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|
| 1 |
+
asttokens==3.0.1
|
| 2 |
+
comm==0.2.3
|
| 3 |
+
debugpy==1.8.21
|
| 4 |
+
decorator==5.3.1
|
| 5 |
+
executing==2.2.1
|
| 6 |
+
nest-asyncio==1.6.0
|
| 7 |
+
parso==0.8.7
|
| 8 |
+
platformdirs==4.11.0
|
| 9 |
+
psutil==7.2.2
|
| 10 |
+
ptyprocess==0.7.0
|
| 11 |
+
pure_eval==0.2.3
|
| 12 |
+
Pygments==2.20.0
|
| 13 |
+
pyzmq==27.1.0
|
| 14 |
+
setuptools==83.0.0
|
| 15 |
+
six==1.17.0
|
| 16 |
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tornado==6.5.7
|
| 17 |
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traitlets==5.15.0
|
| 18 |
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|
| 19 |
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wcwidth==0.8.2
|
| 20 |
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ipython_pygments_lexers==1.1.1
|
| 21 |
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jedi==0.20.0
|
| 22 |
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jupyter_core==5.9.1
|
| 23 |
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matplotlib-inline==0.2.2
|
| 24 |
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pexpect==4.9.0
|
| 25 |
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prompt_toolkit==3.0.53
|
| 26 |
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python-dateutil==2.9.0.post0
|
| 27 |
+
stack_data==0.6.3
|
| 28 |
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wheel==0.47.0
|
| 29 |
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jupyter_client==8.9.1
|
| 30 |
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pip==26.1.2
|
| 31 |
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ipython==9.15.0
|
| 32 |
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ipykernel==7.2.0
|
| 33 |
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threadpoolctl==3.6.0
|
| 34 |
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pyparsing==3.3.2
|
| 35 |
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typing_extensions==4.15.0
|
| 36 |
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Jinja2==3.1.6
|
| 37 |
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narwhals==2.24.0
|
| 38 |
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kiwisolver==1.5.0
|
| 39 |
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joblib==1.5.3
|
| 40 |
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fonttools==4.63.0
|
| 41 |
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|
| 42 |
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scipy==1.17.1
|
| 43 |
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pandas==3.0.5
|
| 44 |
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contourpy==1.3.3
|
| 45 |
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scikit-learn==1.9.0
|
| 46 |
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matplotlib==3.11.1
|
| 47 |
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urllib3==2.7.0
|
| 48 |
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tqdm==4.70.0
|
| 49 |
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idna==3.18
|
| 50 |
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charset-normalizer==3.4.9
|
| 51 |
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certifi==2026.7.22
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requests==2.34.2
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seaborn==0.13.2
|
| 54 |
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uv==0.12.0
|
| 55 |
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shellingham==1.5.4
|
| 56 |
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mpmath==1.3.0
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attrs==26.1.0
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hf-xet==1.5.2
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nvidia-nccl-cu12==2.21.5
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importlib_metadata==9.0.0
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aiosignal==1.4.0
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mdurl==0.1.2
|
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cuda-toolkit==13.0.3.0
|
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networkx==3.6.1
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nvidia-cufile==1.15.1.6
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typer==0.27.0
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|
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rich==15.0.0
|
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nvidia-cufft-cu12==11.2.1.3
|
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h11==0.16.0
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dill==0.4.1
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cuda-pathfinder==1.6.0
|
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filelock==3.29.0
|
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nvidia-nvtx-cu12==12.4.127
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httpx==0.28.1
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anyio==4.14.2
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numpy==2.4.4
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click==8.4.2
|
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triton==3.2.0
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|
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markdown-it-py==4.2.0
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cuda-bindings==13.3.1
|
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nvidia-cuda-cupti==13.0.85
|
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torch==2.6.0+cu124
|
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multiprocess==0.70.19
|
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pillow==12.2.0
|
| 101 |
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transformers==5.16.0.dev0
|
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|
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nvidia-curand==10.4.0.35
|
| 104 |
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sympy==1.13.1
|
| 105 |
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nvidia-cusparse==12.6.3.3
|
| 106 |
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nvidia-cuda-nvrtc==13.0.88
|
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typing-inspection==0.4.2
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nvidia-cusolver==12.0.4.66
|
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nvidia-cufft==12.0.0.61
|
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nvidia-cudnn-cu13==9.20.0.48
|
| 111 |
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nvidia-cublas==13.1.1.3
|
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pyarrow==25.0.0
|
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evaluate==0.4.6
|
| 114 |
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diffusers==0.39.0
|
| 115 |
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pydantic==2.13.4
|
| 116 |
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annotated-types==0.8.0
|
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protobuf==7.35.1
|
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sentry-sdk==2.66.1
|
| 119 |
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einops==0.8.2
|
| 120 |
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packaging==26.2
|
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nvidia-nvjitlink-cu12==12.4.127
|
| 122 |
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nvidia-curand-cu12==10.3.5.147
|
| 123 |
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nvidia-cusparselt-cu12==0.6.2
|
| 124 |
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nvidia-cusparse-cu12==12.3.1.170
|
| 125 |
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nvidia-cuda-runtime-cu12==12.4.127
|
| 126 |
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torchvision==0.21.0+cu124
|
| 127 |
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nvidia-cuda-nvrtc-cu12==12.4.127
|
| 128 |
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nvidia-cuda-cupti-cu12==12.4.127
|
| 129 |
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nvidia-cusolver-cu12==11.6.1.9
|
| 130 |
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nvidia-cublas-cu12==12.4.5.8
|
| 131 |
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nvidia-cudnn-cu12==9.1.0.70
|
| 132 |
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huggingface_hub==1.26.0
|
| 133 |
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datasets==5.0.1
|
| 134 |
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safetensors==0.8.0
|
| 135 |
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accelerate==1.14.0
|
| 136 |
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pydantic_core==2.46.4
|
| 137 |
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ninja==1.13.0
|
| 138 |
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autocommand==2.2.2
|
| 139 |
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backports.tarfile==1.2.0
|
| 140 |
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importlib_metadata==8.7.1
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jaraco.text==4.0.0
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jaraco.context==6.1.0
|
| 143 |
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jaraco.functools==4.4.0
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more-itertools==10.8.0
|
| 145 |
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packaging==26.0
|
| 146 |
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platformdirs==4.4.0
|
| 147 |
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tomli==2.4.0
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| 148 |
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wheel==0.46.3
|
| 149 |
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zipp==3.23.0
|
zain/Activation/wandb/run-20260812_183823-qtstmmvv/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,107 @@
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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"os": "Linux-5.15.0-126-generic-x86_64-with-glibc2.35",
|
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|
| 5 |
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|
| 6 |
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"--config",
|
| 7 |
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"/mnt/data/zainulabideen/zain-exp/notebooks/zain/Activation/configs/baseline150L.yaml",
|
| 8 |
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"--variants",
|
| 9 |
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|
| 10 |
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"glu-relu",
|
| 11 |
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"glu-gelu",
|
| 12 |
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"glu-sigmoid",
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| 13 |
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| 14 |
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| 15 |
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|
| 16 |
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|
| 17 |
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"mlp-silu-waleed10",
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| 18 |
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"glu-situglu",
|
| 19 |
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|
| 20 |
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|
| 21 |
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| 22 |
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|
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| 54 |
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| 55 |
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|
| 56 |
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| 58 |
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|
| 60 |
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| 61 |
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| 62 |
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|
| 63 |
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| 64 |
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| 65 |
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| 67 |
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|
| 68 |
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| 69 |
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{
|
| 70 |
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"name": "NVIDIA H100 80GB HBM3",
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| 71 |
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| 73 |
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|
| 74 |
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| 75 |
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| 76 |
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{
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| 77 |
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| 78 |
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| 79 |
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| 80 |
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|
| 81 |
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| 83 |
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{
|
| 84 |
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| 85 |
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| 86 |
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| 87 |
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|
| 88 |
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| 89 |
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| 90 |
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|
| 91 |
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| 92 |
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| 93 |
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| 94 |
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|
| 95 |
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| 96 |
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| 97 |
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|
| 98 |
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| 99 |
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| 100 |
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| 101 |
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| 102 |
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"uuid": "GPU-1c4d29a2-4647-6fce-d8fc-0c5ecfbbd6ea"
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| 103 |
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| 104 |
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| 105 |
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"cudaVersion": "12.4",
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| 106 |
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"writerId": "fi9sjbwy7wx2qoke6aps07jyl5wn8xrl"
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| 107 |
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}
|
zain/Activation/wandb/run-20260812_183823-qtstmmvv/logs/debug-core.log
ADDED
|
@@ -0,0 +1,41 @@
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|
|
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|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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{"time":"2026-08-12T17:51:29.496049185Z","level":"INFO","msg":"main: starting server","port-filename":"/tmp/tmp7lru5pey/port-1355517.txt","pid":1355517,"detached":false,"idle-timeout":600000000000,"log-level":0,"disable-analytics":false,"shutdown-on-parent-exit":false,"enable-dcgm-profiling":false}
|
| 2 |
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{"time":"2026-08-12T17:51:29.496747364Z","level":"INFO","msg":"server: will exit if parent process dies","ppid":1355517}
|
| 3 |
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| 4 |
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| 9 |
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| 10 |
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{"time":"2026-08-12T17:52:32.887487538Z","level":"INFO","msg":"connection: cancelling request","id":"2(@)","requestId":"6684d59dll8w"}
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| 11 |
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| 22 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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{"time":"2026-08-12T18:38:21.284226521Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
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| 36 |
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{"time":"2026-08-12T18:38:21.818456712Z","level":"INFO","msg":"connection: cancelling request","id":"3(@)","requestId":"h28g0ntapnl9"}
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| 37 |
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{"time":"2026-08-12T18:38:21.81999609Z","level":"INFO","msg":"handleInformFinish: finish message received","streamId":"vyycsg6r","id":"3(@)"}
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| 38 |
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{"time":"2026-08-12T18:38:21.828229465Z","level":"INFO","msg":"handleInformFinish: stream closed","streamId":"vyycsg6r","id":"3(@)"}
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| 40 |
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| 41 |
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|
zain/Activation/wandb/run-20260812_183823-qtstmmvv/logs/debug-internal.log
ADDED
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|
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|
| 1 |
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{"time":"2026-08-12T18:38:23.105010622Z","level":"INFO","msg":"wandb-core"}
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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{"time":"2026-08-12T18:38:54.899949077Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 14 |
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| 17 |
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{"time":"2026-08-12T18:39:24.889674817Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 18 |
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| 19 |
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{"time":"2026-08-12T18:39:39.90389517Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 20 |
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| 21 |
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{"time":"2026-08-12T18:39:54.85572055Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 22 |
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| 23 |
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{"time":"2026-08-12T18:40:09.918048601Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 24 |
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| 25 |
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{"time":"2026-08-12T18:40:39.878594588Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 28 |
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| 29 |
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{"time":"2026-08-12T18:40:54.86474185Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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{"time":"2026-08-12T18:41:39.854076154Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 36 |
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| 37 |
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{"time":"2026-08-12T18:41:54.878519291Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"}
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| 38 |
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| 39 |
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|
zain/Activation/wandb/run-20260812_183823-qtstmmvv/logs/debug.log
ADDED
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|
| 1 |
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2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:setup_run_log_directory():729] Logging user logs to /mnt/data/zainulabideen/zain-exp/notebooks/zain/Activation/wandb/run-20260812_183823-qtstmmvv/logs/debug.log
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| 2 |
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2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:setup_run_log_directory():730] Logging internal logs to /mnt/data/zainulabideen/zain-exp/notebooks/zain/Activation/wandb/run-20260812_183823-qtstmmvv/logs/debug-internal.log
|
| 3 |
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2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:init():772] calling init triggers
|
| 4 |
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2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:init():777] wandb.init called with sweep_config: {}
|
| 5 |
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config: {'_wandb': {}}
|
| 6 |
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2026-08-12 18:38:23,094 INFO MainThread:1371664 [wandb_init.py:init():820] starting backend
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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2026-08-12 18:38:23,374 INFO MainThread:1371664 [wandb_init.py:init():910] updated telemetry
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| 11 |
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| 12 |
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| 13 |
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| 17 |
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2026-08-12 18:38:23,775 INFO MainThread:1371664 [wandb_init.py:init():1016] run started, returning control to user process
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| 18 |
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|
| 19 |
+
2026-08-12 18:38:23,782 INFO MainThread:1371664 [wandb_config.py:__setitem__():155] [no run ID] config set model/num_parameters = 25138816 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x14c5940d9050>>
|
| 20 |
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2026-08-12 18:38:23,783 INFO MainThread:1371664 [wandb_run.py:_config_callback():1346] config_cb model/num_parameters 25138816 None
|
zain/Activation/wandb/run-20260812_183823-qtstmmvv/run-qtstmmvv.wandb
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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