csujeong commited on
Commit
d4d1ef7
1 Parent(s): 9fbb393

End of training

Browse files
README.md ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ library_name: peft
4
+ tags:
5
+ - trl
6
+ - sft
7
+ - generated_from_trainer
8
+ base_model: tiiuae/falcon-7b
9
+ model-index:
10
+ - name: Falcon-7b-Finetuned-Financial-Stock
11
+ results: []
12
+ ---
13
+
14
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
15
+ should probably proofread and complete it, then remove this comment. -->
16
+
17
+ # Falcon-7b-Finetuned-Financial-Stock
18
+
19
+ This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on an unknown dataset.
20
+
21
+ ## Model description
22
+
23
+ More information needed
24
+
25
+ ## Intended uses & limitations
26
+
27
+ More information needed
28
+
29
+ ## Training and evaluation data
30
+
31
+ More information needed
32
+
33
+ ## Training procedure
34
+
35
+ ### Training hyperparameters
36
+
37
+ The following hyperparameters were used during training:
38
+ - learning_rate: 0.0002
39
+ - train_batch_size: 2
40
+ - eval_batch_size: 8
41
+ - seed: 42
42
+ - gradient_accumulation_steps: 2
43
+ - total_train_batch_size: 4
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: cosine
46
+ - lr_scheduler_warmup_ratio: 0.03
47
+ - training_steps: 60
48
+
49
+ ### Training results
50
+
51
+
52
+
53
+ ### Framework versions
54
+
55
+ - PEFT 0.7.2.dev0
56
+ - Transformers 4.36.2
57
+ - Pytorch 2.1.0+cu121
58
+ - Datasets 2.16.0
59
+ - Tokenizers 0.15.0
wandb/debug-internal.log CHANGED
@@ -218,3 +218,78 @@
218
  2023-12-24 11:46:11,810 INFO Thread-12 :6309 [dir_watcher.py:_on_file_modified():288] file/dir modified: /content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock/wandb/run-20231224_114107-q1r7722j/files/wandb-summary.json
219
  2023-12-24 11:46:14,612 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
220
  2023-12-24 11:46:19,613 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
218
  2023-12-24 11:46:11,810 INFO Thread-12 :6309 [dir_watcher.py:_on_file_modified():288] file/dir modified: /content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock/wandb/run-20231224_114107-q1r7722j/files/wandb-summary.json
219
  2023-12-24 11:46:14,612 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
220
  2023-12-24 11:46:19,613 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
221
+ 2023-12-24 11:46:24,619 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
222
+ 2023-12-24 11:46:24,848 INFO Thread-12 :6309 [dir_watcher.py:_on_file_modified():288] file/dir modified: /content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock/wandb/run-20231224_114107-q1r7722j/files/config.yaml
223
+ 2023-12-24 11:46:25,551 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: pause
224
+ 2023-12-24 11:46:25,552 INFO HandlerThread:6309 [handler.py:handle_request_pause():705] stopping system metrics thread
225
+ 2023-12-24 11:46:25,552 INFO HandlerThread:6309 [system_monitor.py:finish():203] Stopping system monitor
226
+ 2023-12-24 11:46:25,553 DEBUG SystemMonitor:6309 [system_monitor.py:_start():179] Finished system metrics aggregation loop
227
+ 2023-12-24 11:46:25,553 DEBUG SystemMonitor:6309 [system_monitor.py:_start():183] Publishing last batch of metrics
228
+ 2023-12-24 11:46:25,555 INFO HandlerThread:6309 [interfaces.py:finish():202] Joined cpu monitor
229
+ 2023-12-24 11:46:25,565 INFO HandlerThread:6309 [interfaces.py:finish():202] Joined disk monitor
230
+ 2023-12-24 11:46:25,565 INFO HandlerThread:6309 [interfaces.py:finish():202] Joined gpu monitor
231
+ 2023-12-24 11:46:25,565 INFO HandlerThread:6309 [interfaces.py:finish():202] Joined memory monitor
232
+ 2023-12-24 11:46:25,566 INFO HandlerThread:6309 [interfaces.py:finish():202] Joined network monitor
233
+ 2023-12-24 11:46:25,566 DEBUG SenderThread:6309 [sender.py:send():382] send: stats
234
+ 2023-12-24 11:46:25,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
235
+ 2023-12-24 11:46:25,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
236
+ 2023-12-24 11:46:25,862 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
237
+ 2023-12-24 11:46:29,980 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
238
+ 2023-12-24 11:46:34,982 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
239
+ 2023-12-24 11:46:39,982 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
240
+ 2023-12-24 11:46:40,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
241
+ 2023-12-24 11:46:40,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
242
+ 2023-12-24 11:46:40,866 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
243
+ 2023-12-24 11:46:44,992 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
244
+ 2023-12-24 11:46:49,993 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
245
+ 2023-12-24 11:46:54,994 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
246
+ 2023-12-24 11:46:55,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
247
+ 2023-12-24 11:46:55,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
248
+ 2023-12-24 11:46:55,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
249
+ 2023-12-24 11:47:00,926 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
250
+ 2023-12-24 11:47:05,926 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
251
+ 2023-12-24 11:47:10,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
252
+ 2023-12-24 11:47:10,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
253
+ 2023-12-24 11:47:10,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
254
+ 2023-12-24 11:47:10,960 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
255
+ 2023-12-24 11:47:15,961 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
256
+ 2023-12-24 11:47:20,962 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
257
+ 2023-12-24 11:47:25,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
258
+ 2023-12-24 11:47:25,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
259
+ 2023-12-24 11:47:25,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
260
+ 2023-12-24 11:47:26,949 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
261
+ 2023-12-24 11:47:31,950 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
262
+ 2023-12-24 11:47:36,951 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
263
+ 2023-12-24 11:47:40,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
264
+ 2023-12-24 11:47:40,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
265
+ 2023-12-24 11:47:40,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
266
+ 2023-12-24 11:47:41,961 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
267
+ 2023-12-24 11:47:46,962 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
268
+ 2023-12-24 11:47:51,963 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
269
+ 2023-12-24 11:47:55,827 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
270
+ 2023-12-24 11:47:55,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
271
+ 2023-12-24 11:47:55,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
272
+ 2023-12-24 11:47:57,922 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
273
+ 2023-12-24 11:48:02,923 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
274
+ 2023-12-24 11:48:07,924 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
275
+ 2023-12-24 11:48:10,827 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
276
+ 2023-12-24 11:48:10,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
277
+ 2023-12-24 11:48:10,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
278
+ 2023-12-24 11:48:13,920 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
279
+ 2023-12-24 11:48:18,921 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
280
+ 2023-12-24 11:48:23,922 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
281
+ 2023-12-24 11:48:25,827 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
282
+ 2023-12-24 11:48:25,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
283
+ 2023-12-24 11:48:25,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
284
+ 2023-12-24 11:48:28,959 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
285
+ 2023-12-24 11:48:33,960 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
286
+ 2023-12-24 11:48:36,942 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: resume
287
+ 2023-12-24 11:48:36,942 INFO HandlerThread:6309 [handler.py:handle_request_resume():696] starting system metrics thread
288
+ 2023-12-24 11:48:36,943 INFO HandlerThread:6309 [system_monitor.py:start():194] Starting system monitor
289
+ 2023-12-24 11:48:36,943 INFO SystemMonitor:6309 [system_monitor.py:_start():158] Starting system asset monitoring threads
290
+ 2023-12-24 11:48:36,946 INFO SystemMonitor:6309 [interfaces.py:start():190] Started cpu monitoring
291
+ 2023-12-24 11:48:36,961 INFO SystemMonitor:6309 [interfaces.py:start():190] Started disk monitoring
292
+ 2023-12-24 11:48:36,966 INFO SystemMonitor:6309 [interfaces.py:start():190] Started gpu monitoring
293
+ 2023-12-24 11:48:36,975 INFO SystemMonitor:6309 [interfaces.py:start():190] Started memory monitoring
294
+ 2023-12-24 11:48:36,977 INFO SystemMonitor:6309 [interfaces.py:start():190] Started network monitoring
295
+ 2023-12-24 11:48:38,962 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
wandb/debug.log CHANGED
@@ -28,3 +28,6 @@ config: {}
28
  2023-12-24 11:41:09,884 INFO MainThread:172 [wandb_run.py:_redirect():2178] Redirects installed.
29
  2023-12-24 11:41:09,885 INFO MainThread:172 [wandb_init.py:init():841] run started, returning control to user process
30
  2023-12-24 11:41:09,892 INFO MainThread:172 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 65024, 'hidden_size': 4544, 'num_hidden_layers': 32, 'num_attention_heads': 71, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'use_cache': False, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'bos_token_id': 11, 'eos_token_id': 11, 'num_kv_heads': 71, 'alibi': False, 'new_decoder_architecture': False, 'multi_query': True, 'parallel_attn': True, 'bias': False, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'bfloat16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['FalconForCausalLM'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'pad_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'tiiuae/falcon-7b', 'transformers_version': '4.36.2', 'apply_residual_connection_post_layernorm': False, 'auto_map': {'AutoConfig': 'tiiuae/falcon-7b--configuration_falcon.FalconConfig', 'AutoModel': 'tiiuae/falcon-7b--modeling_falcon.FalconModel', 'AutoModelForSequenceClassification': 'tiiuae/falcon-7b--modeling_falcon.FalconForSequenceClassification', 'AutoModelForTokenClassification': 'tiiuae/falcon-7b--modeling_falcon.FalconForTokenClassification', 'AutoModelForQuestionAnswering': 'tiiuae/falcon-7b--modeling_falcon.FalconForQuestionAnswering', 'AutoModelForCausalLM': 'tiiuae/falcon-7b--modeling_falcon.FalconForCausalLM'}, 'model_type': 'falcon', 'quantization_config': {'quant_method': 'QuantizationMethod.BITS_AND_BYTES', 'load_in_8bit': False, 'load_in_4bit': True, 'llm_int8_threshold': 6.0, 'llm_int8_skip_modules': None, 'llm_int8_enable_fp32_cpu_offload': False, 'llm_int8_has_fp16_weight': False, 'bnb_4bit_quant_type': 'nf4', 'bnb_4bit_use_double_quant': True, 'bnb_4bit_compute_dtype': 'bfloat16'}, 'output_dir': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': False, 'do_predict': False, 'evaluation_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 2, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 2, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 0.0002, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.3, 'num_train_epochs': 3.0, 'max_steps': 60, 'lr_scheduler_type': 'cosine', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.03, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock/runs/Dec24_11-40-03_be853989b322', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 10, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': False, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'paged_adamw_32bit', 'optim_args': None, 'adafactor': False, 'group_by_length': True, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
 
 
 
 
28
  2023-12-24 11:41:09,884 INFO MainThread:172 [wandb_run.py:_redirect():2178] Redirects installed.
29
  2023-12-24 11:41:09,885 INFO MainThread:172 [wandb_init.py:init():841] run started, returning control to user process
30
  2023-12-24 11:41:09,892 INFO MainThread:172 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 65024, 'hidden_size': 4544, 'num_hidden_layers': 32, 'num_attention_heads': 71, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'use_cache': False, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'bos_token_id': 11, 'eos_token_id': 11, 'num_kv_heads': 71, 'alibi': False, 'new_decoder_architecture': False, 'multi_query': True, 'parallel_attn': True, 'bias': False, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'bfloat16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['FalconForCausalLM'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'pad_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'tiiuae/falcon-7b', 'transformers_version': '4.36.2', 'apply_residual_connection_post_layernorm': False, 'auto_map': {'AutoConfig': 'tiiuae/falcon-7b--configuration_falcon.FalconConfig', 'AutoModel': 'tiiuae/falcon-7b--modeling_falcon.FalconModel', 'AutoModelForSequenceClassification': 'tiiuae/falcon-7b--modeling_falcon.FalconForSequenceClassification', 'AutoModelForTokenClassification': 'tiiuae/falcon-7b--modeling_falcon.FalconForTokenClassification', 'AutoModelForQuestionAnswering': 'tiiuae/falcon-7b--modeling_falcon.FalconForQuestionAnswering', 'AutoModelForCausalLM': 'tiiuae/falcon-7b--modeling_falcon.FalconForCausalLM'}, 'model_type': 'falcon', 'quantization_config': {'quant_method': 'QuantizationMethod.BITS_AND_BYTES', 'load_in_8bit': False, 'load_in_4bit': True, 'llm_int8_threshold': 6.0, 'llm_int8_skip_modules': None, 'llm_int8_enable_fp32_cpu_offload': False, 'llm_int8_has_fp16_weight': False, 'bnb_4bit_quant_type': 'nf4', 'bnb_4bit_use_double_quant': True, 'bnb_4bit_compute_dtype': 'bfloat16'}, 'output_dir': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': False, 'do_predict': False, 'evaluation_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 2, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 2, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 0.0002, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.3, 'num_train_epochs': 3.0, 'max_steps': 60, 'lr_scheduler_type': 'cosine', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.03, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock/runs/Dec24_11-40-03_be853989b322', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 10, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': False, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'paged_adamw_32bit', 'optim_args': None, 'adafactor': False, 'group_by_length': True, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
31
+ 2023-12-24 11:46:25,547 INFO MainThread:172 [jupyter.py:save_ipynb():373] not saving jupyter notebook
32
+ 2023-12-24 11:46:25,548 INFO MainThread:172 [wandb_init.py:_pause_backend():435] pausing backend
33
+ 2023-12-24 11:48:36,941 INFO MainThread:172 [wandb_init.py:_resume_backend():440] resuming backend
wandb/run-20231224_114107-q1r7722j/files/config.yaml CHANGED
@@ -68,6 +68,26 @@ _wandb:
68
  5: 1
69
  6:
70
  - 1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
71
  vocab_size:
72
  desc: null
73
  value: 65024
 
68
  5: 1
69
  6:
70
  - 1
71
+ - 1: train/train_runtime
72
+ 5: 1
73
+ 6:
74
+ - 1
75
+ - 1: train/train_samples_per_second
76
+ 5: 1
77
+ 6:
78
+ - 1
79
+ - 1: train/train_steps_per_second
80
+ 5: 1
81
+ 6:
82
+ - 1
83
+ - 1: train/total_flos
84
+ 5: 1
85
+ 6:
86
+ - 1
87
+ - 1: train/train_loss
88
+ 5: 1
89
+ 6:
90
+ - 1
91
  vocab_size:
92
  desc: null
93
  value: 65024
wandb/run-20231224_114107-q1r7722j/logs/debug-internal.log CHANGED
@@ -218,3 +218,78 @@
218
  2023-12-24 11:46:11,810 INFO Thread-12 :6309 [dir_watcher.py:_on_file_modified():288] file/dir modified: /content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock/wandb/run-20231224_114107-q1r7722j/files/wandb-summary.json
219
  2023-12-24 11:46:14,612 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
220
  2023-12-24 11:46:19,613 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
218
  2023-12-24 11:46:11,810 INFO Thread-12 :6309 [dir_watcher.py:_on_file_modified():288] file/dir modified: /content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock/wandb/run-20231224_114107-q1r7722j/files/wandb-summary.json
219
  2023-12-24 11:46:14,612 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
220
  2023-12-24 11:46:19,613 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
221
+ 2023-12-24 11:46:24,619 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
222
+ 2023-12-24 11:46:24,848 INFO Thread-12 :6309 [dir_watcher.py:_on_file_modified():288] file/dir modified: /content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock/wandb/run-20231224_114107-q1r7722j/files/config.yaml
223
+ 2023-12-24 11:46:25,551 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: pause
224
+ 2023-12-24 11:46:25,552 INFO HandlerThread:6309 [handler.py:handle_request_pause():705] stopping system metrics thread
225
+ 2023-12-24 11:46:25,552 INFO HandlerThread:6309 [system_monitor.py:finish():203] Stopping system monitor
226
+ 2023-12-24 11:46:25,553 DEBUG SystemMonitor:6309 [system_monitor.py:_start():179] Finished system metrics aggregation loop
227
+ 2023-12-24 11:46:25,553 DEBUG SystemMonitor:6309 [system_monitor.py:_start():183] Publishing last batch of metrics
228
+ 2023-12-24 11:46:25,555 INFO HandlerThread:6309 [interfaces.py:finish():202] Joined cpu monitor
229
+ 2023-12-24 11:46:25,565 INFO HandlerThread:6309 [interfaces.py:finish():202] Joined disk monitor
230
+ 2023-12-24 11:46:25,565 INFO HandlerThread:6309 [interfaces.py:finish():202] Joined gpu monitor
231
+ 2023-12-24 11:46:25,565 INFO HandlerThread:6309 [interfaces.py:finish():202] Joined memory monitor
232
+ 2023-12-24 11:46:25,566 INFO HandlerThread:6309 [interfaces.py:finish():202] Joined network monitor
233
+ 2023-12-24 11:46:25,566 DEBUG SenderThread:6309 [sender.py:send():382] send: stats
234
+ 2023-12-24 11:46:25,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
235
+ 2023-12-24 11:46:25,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
236
+ 2023-12-24 11:46:25,862 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
237
+ 2023-12-24 11:46:29,980 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
238
+ 2023-12-24 11:46:34,982 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
239
+ 2023-12-24 11:46:39,982 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
240
+ 2023-12-24 11:46:40,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
241
+ 2023-12-24 11:46:40,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
242
+ 2023-12-24 11:46:40,866 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
243
+ 2023-12-24 11:46:44,992 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
244
+ 2023-12-24 11:46:49,993 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
245
+ 2023-12-24 11:46:54,994 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
246
+ 2023-12-24 11:46:55,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
247
+ 2023-12-24 11:46:55,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
248
+ 2023-12-24 11:46:55,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
249
+ 2023-12-24 11:47:00,926 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
250
+ 2023-12-24 11:47:05,926 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
251
+ 2023-12-24 11:47:10,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
252
+ 2023-12-24 11:47:10,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
253
+ 2023-12-24 11:47:10,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
254
+ 2023-12-24 11:47:10,960 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
255
+ 2023-12-24 11:47:15,961 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
256
+ 2023-12-24 11:47:20,962 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
257
+ 2023-12-24 11:47:25,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
258
+ 2023-12-24 11:47:25,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
259
+ 2023-12-24 11:47:25,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
260
+ 2023-12-24 11:47:26,949 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
261
+ 2023-12-24 11:47:31,950 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
262
+ 2023-12-24 11:47:36,951 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
263
+ 2023-12-24 11:47:40,826 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
264
+ 2023-12-24 11:47:40,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
265
+ 2023-12-24 11:47:40,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
266
+ 2023-12-24 11:47:41,961 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
267
+ 2023-12-24 11:47:46,962 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
268
+ 2023-12-24 11:47:51,963 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
269
+ 2023-12-24 11:47:55,827 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
270
+ 2023-12-24 11:47:55,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
271
+ 2023-12-24 11:47:55,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
272
+ 2023-12-24 11:47:57,922 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
273
+ 2023-12-24 11:48:02,923 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
274
+ 2023-12-24 11:48:07,924 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
275
+ 2023-12-24 11:48:10,827 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
276
+ 2023-12-24 11:48:10,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
277
+ 2023-12-24 11:48:10,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
278
+ 2023-12-24 11:48:13,920 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
279
+ 2023-12-24 11:48:18,921 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
280
+ 2023-12-24 11:48:23,922 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
281
+ 2023-12-24 11:48:25,827 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: stop_status
282
+ 2023-12-24 11:48:25,827 DEBUG SenderThread:6309 [sender.py:send_request():409] send_request: stop_status
283
+ 2023-12-24 11:48:25,867 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: internal_messages
284
+ 2023-12-24 11:48:28,959 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
285
+ 2023-12-24 11:48:33,960 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
286
+ 2023-12-24 11:48:36,942 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: resume
287
+ 2023-12-24 11:48:36,942 INFO HandlerThread:6309 [handler.py:handle_request_resume():696] starting system metrics thread
288
+ 2023-12-24 11:48:36,943 INFO HandlerThread:6309 [system_monitor.py:start():194] Starting system monitor
289
+ 2023-12-24 11:48:36,943 INFO SystemMonitor:6309 [system_monitor.py:_start():158] Starting system asset monitoring threads
290
+ 2023-12-24 11:48:36,946 INFO SystemMonitor:6309 [interfaces.py:start():190] Started cpu monitoring
291
+ 2023-12-24 11:48:36,961 INFO SystemMonitor:6309 [interfaces.py:start():190] Started disk monitoring
292
+ 2023-12-24 11:48:36,966 INFO SystemMonitor:6309 [interfaces.py:start():190] Started gpu monitoring
293
+ 2023-12-24 11:48:36,975 INFO SystemMonitor:6309 [interfaces.py:start():190] Started memory monitoring
294
+ 2023-12-24 11:48:36,977 INFO SystemMonitor:6309 [interfaces.py:start():190] Started network monitoring
295
+ 2023-12-24 11:48:38,962 DEBUG HandlerThread:6309 [handler.py:handle_request():146] handle_request: status_report
wandb/run-20231224_114107-q1r7722j/logs/debug.log CHANGED
@@ -28,3 +28,6 @@ config: {}
28
  2023-12-24 11:41:09,884 INFO MainThread:172 [wandb_run.py:_redirect():2178] Redirects installed.
29
  2023-12-24 11:41:09,885 INFO MainThread:172 [wandb_init.py:init():841] run started, returning control to user process
30
  2023-12-24 11:41:09,892 INFO MainThread:172 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 65024, 'hidden_size': 4544, 'num_hidden_layers': 32, 'num_attention_heads': 71, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'use_cache': False, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'bos_token_id': 11, 'eos_token_id': 11, 'num_kv_heads': 71, 'alibi': False, 'new_decoder_architecture': False, 'multi_query': True, 'parallel_attn': True, 'bias': False, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'bfloat16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['FalconForCausalLM'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'pad_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'tiiuae/falcon-7b', 'transformers_version': '4.36.2', 'apply_residual_connection_post_layernorm': False, 'auto_map': {'AutoConfig': 'tiiuae/falcon-7b--configuration_falcon.FalconConfig', 'AutoModel': 'tiiuae/falcon-7b--modeling_falcon.FalconModel', 'AutoModelForSequenceClassification': 'tiiuae/falcon-7b--modeling_falcon.FalconForSequenceClassification', 'AutoModelForTokenClassification': 'tiiuae/falcon-7b--modeling_falcon.FalconForTokenClassification', 'AutoModelForQuestionAnswering': 'tiiuae/falcon-7b--modeling_falcon.FalconForQuestionAnswering', 'AutoModelForCausalLM': 'tiiuae/falcon-7b--modeling_falcon.FalconForCausalLM'}, 'model_type': 'falcon', 'quantization_config': {'quant_method': 'QuantizationMethod.BITS_AND_BYTES', 'load_in_8bit': False, 'load_in_4bit': True, 'llm_int8_threshold': 6.0, 'llm_int8_skip_modules': None, 'llm_int8_enable_fp32_cpu_offload': False, 'llm_int8_has_fp16_weight': False, 'bnb_4bit_quant_type': 'nf4', 'bnb_4bit_use_double_quant': True, 'bnb_4bit_compute_dtype': 'bfloat16'}, 'output_dir': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': False, 'do_predict': False, 'evaluation_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 2, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 2, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 0.0002, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.3, 'num_train_epochs': 3.0, 'max_steps': 60, 'lr_scheduler_type': 'cosine', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.03, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock/runs/Dec24_11-40-03_be853989b322', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 10, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': False, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'paged_adamw_32bit', 'optim_args': None, 'adafactor': False, 'group_by_length': True, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
 
 
 
 
28
  2023-12-24 11:41:09,884 INFO MainThread:172 [wandb_run.py:_redirect():2178] Redirects installed.
29
  2023-12-24 11:41:09,885 INFO MainThread:172 [wandb_init.py:init():841] run started, returning control to user process
30
  2023-12-24 11:41:09,892 INFO MainThread:172 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 65024, 'hidden_size': 4544, 'num_hidden_layers': 32, 'num_attention_heads': 71, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'use_cache': False, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'bos_token_id': 11, 'eos_token_id': 11, 'num_kv_heads': 71, 'alibi': False, 'new_decoder_architecture': False, 'multi_query': True, 'parallel_attn': True, 'bias': False, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'bfloat16', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['FalconForCausalLM'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'pad_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'tiiuae/falcon-7b', 'transformers_version': '4.36.2', 'apply_residual_connection_post_layernorm': False, 'auto_map': {'AutoConfig': 'tiiuae/falcon-7b--configuration_falcon.FalconConfig', 'AutoModel': 'tiiuae/falcon-7b--modeling_falcon.FalconModel', 'AutoModelForSequenceClassification': 'tiiuae/falcon-7b--modeling_falcon.FalconForSequenceClassification', 'AutoModelForTokenClassification': 'tiiuae/falcon-7b--modeling_falcon.FalconForTokenClassification', 'AutoModelForQuestionAnswering': 'tiiuae/falcon-7b--modeling_falcon.FalconForQuestionAnswering', 'AutoModelForCausalLM': 'tiiuae/falcon-7b--modeling_falcon.FalconForCausalLM'}, 'model_type': 'falcon', 'quantization_config': {'quant_method': 'QuantizationMethod.BITS_AND_BYTES', 'load_in_8bit': False, 'load_in_4bit': True, 'llm_int8_threshold': 6.0, 'llm_int8_skip_modules': None, 'llm_int8_enable_fp32_cpu_offload': False, 'llm_int8_has_fp16_weight': False, 'bnb_4bit_quant_type': 'nf4', 'bnb_4bit_use_double_quant': True, 'bnb_4bit_compute_dtype': 'bfloat16'}, 'output_dir': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': False, 'do_predict': False, 'evaluation_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 2, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 2, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 0.0002, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.3, 'num_train_epochs': 3.0, 'max_steps': 60, 'lr_scheduler_type': 'cosine', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.03, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock/runs/Dec24_11-40-03_be853989b322', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 10, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': False, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': '/content/gdrive/MyDrive/LLM/Falcon-7b-Finetuned-Financial-Stock', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'paged_adamw_32bit', 'optim_args': None, 'adafactor': False, 'group_by_length': True, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
31
+ 2023-12-24 11:46:25,547 INFO MainThread:172 [jupyter.py:save_ipynb():373] not saving jupyter notebook
32
+ 2023-12-24 11:46:25,548 INFO MainThread:172 [wandb_init.py:_pause_backend():435] pausing backend
33
+ 2023-12-24 11:48:36,941 INFO MainThread:172 [wandb_init.py:_resume_backend():440] resuming backend