I tried to push a model to HF, but got the following error with instructions to post the bug here :=)
q.app
script_sources: ['/_f/68bd9c4d-864b-44b4-b1c2-3f3f9b12805c/tmpx7ptm808.min.js']
initialized: True
wave_utils_stack_trace_str: ### stacktrace
Traceback (most recent call last):
File "/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/torch/serialization.py", line 441, in save
_save(obj, opened_zipfile, pickle_module, pickle_protocol)
File "/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/torch/serialization.py", line 668, in _save
zip_file.write_record(name, storage.data_ptr(), num_bytes)
RuntimeError: [enforce fail at inline_container.cc:471] . PytorchStreamWriter failed writing file data/34: file write failed
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/bratanic_tomaz/h2o-llmstudio/./app_utils/handlers.py", line 301, in handle
await experiment_push_to_huggingface_dialog(q)
File "/home/bratanic_tomaz/h2o-llmstudio/./app_utils/sections/experiment.py", line 1553, in experiment_push_to_huggingface_dialog
model.backbone.push_to_hub(
File "/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/transformers/utils/hub.py", line 781, in push_to_hub
self.save_pretrained(work_dir, max_shard_size=max_shard_size)
File "/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/transformers/modeling_utils.py", line 1843, in save_pretrained
save_function(shard, os.path.join(save_directory, shard_file))
File "/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/torch/serialization.py", line 440, in save
with _open_zipfile_writer(f) as opened_zipfile:
File "/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/torch/serialization.py", line 291, in __exit__
self.file_like.write_end_of_file()
RuntimeError: [enforce fail at inline_container.cc:337] . unexpected pos 6548765184 vs 6548765080
q.user
q.client
app_db: <app_utils.db.Database object at 0x7f108171cb80>
client_initialized: True
mode_curr: error
theme_dark: True
default_aws_bucket_name: bucket_name
default_kaggle_username:
set_max_epochs: 50
set_max_batch_size: 256
set_max_gradient_clip: 10
default_number_of_workers: 8
default_logger: None
default_neptune_project:
delete_dialogs: True
chart_plot_max_points: 1000
init_interface: True
notification_bar: None
nav/active: experiment/list
experiment/list/mode: train
dataset/list/df_datasets: id name path config_file problem type train dataframe train rows validation dataframe validation rows labels
0 1 Cypher data/user/Cypher data/user/Cypher/text_causal_language_modeling... Text Causal Language Modeling train_llm.csv 200 val_llm.csv 40 output
experiment/list/df_experiments: id name mode dataset config_file path seed process_id gpu_list loss metric eta val metric progress status info
0 1 ambitious-raven train Cypher Text Causal Language Modeling output/user/ambitious-raven/ -1 8354 0 CrossEntropy GPT4 0.0 1.0 finished Runtime: 00:14:21
dataset/list: False
dataset/list/table: []
expander: True
experiment/list: True
experiment/list/table: ['0']
experiment/list/compare: False
experiment/list/delete: False
experiment/list/delete/table/dialog: False
experiment/list/new: False
experiment/list/refresh: False
experiment/list/rename: False
experiment/list/stop: False
experiment/list/stop/table: False
experiment/display/id: 0
experiment/display/logs_path: None
experiment/display/preds_path: None
experiment/display/tab: experiment/display/chat
experiment/display/experiment_id: 1
experiment/display/experiment: <app_utils.db.Experiment object at 0x7f10817d0a90>
experiment/display/experiment_path: output/user/ambitious-raven/
experiment/display/charts: {'cfg': {'experiment_name': 'ambitious-raven', 'llm_backbone': 'EleutherAI/pythia-12b-deduped', 'train_dataframe': 'data/user/Cypher/train_llm.csv', 'validation_strategy': 'custom', 'validation_dataframe': 'data/user/Cypher/val_llm.csv', 'validation_size': 0.01, 'data_sample': 1.0, 'data_sample_choice': ('Train', 'Validation'), 'prompt_column': ('instruction',), 'answer_column': 'output', 'text_prompt_start': '', 'text_answer_separator': '\\n', 'add_eos_token_to_prompt': True, 'add_eos_token_to_answer': True, 'mask_prompt_labels': False, 'max_length_prompt': 256, 'max_length_answer': 256, 'max_length': 512, 'padding_quantile': 1.0, 'token_mask_probability': 0.0, 'backbone_dtype': 'float16', 'gradient_checkpointing': False, 'force_embedding_gradients': False, 'intermediate_dropout': 0.0, 'pretrained_weights': '', 'optimizer': 'AdamW', 'learning_rate': 0.0001, 'batch_size': 3, 'epochs': 10, 'schedule': 'Cosine', 'warmup_epochs': 0.0, 'weight_decay': 0.0, 'gradient_clip': 0.0, 'grad_accumulation': 1, 'lora': True, 'lora_r': 4, 'lora_alpha': 16, 'lora_dropout': 0.05, 'lora_target_modules': '', 'save_best_checkpoint': False, 'evaluation_epochs': 1.0, 'evaluate_before_training': True, 'train_validation_data': False, 'metric': 'GPT4', 'min_length_inference': 2, 'max_length_inference': 256, 'batch_size_inference': 0, 'do_sample': False, 'num_beams': 2, 'temperature': 0.3, 'repetition_penalty': 1.2, 'stop_tokens': (), 'gpus': ('0',), 'mixed_precision': True, 'compile_model': False, 'use_fsdp': False, 'find_unused_parameters': False, 'trust_remote_code': False, 'number_of_workers': 8, 'seed': -1, 'logger': 'None', 'neptune_project': '', 'number_of_texts': 10}, 'train': {'loss': {'steps': [3, 6, 9, 12, 15, 18, 21, 24, 27, 30, 33, 36, 39, 42, 45, 48, 51, 54, 57, 60, 63, 66, 69, 72, 75, 78, 81, 84, 87, 90, 93, 96, 99, 102, 105, 108, 111, 114, 117, 120, 123, 126, 129, 132, 135, 138, 141, 144, 147, 150, 153, 156, 159, 162, 165, 168, 171, 174, 177, 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experiment/display/chat: True
experiment/display/download_logs: False
experiment/display/download_predictions: False
experiment/display/push_to_huggingface: True
experiment/display/refresh: False
experiment/list/current: False
experiment/display/chat/box: first
experiment/display/chat/messages: [['Create a Cypher statement to answer the following question:List all movies released in 2020', True], ['MATCH (m:Movie {year: 2020}) RETURN {movie: m.title} AS result', False]]
experiment/display/chat/chatbot: Create a Cypher statement to answer the following question:List all movies released in 2020
keep_meta: False
cancel: False
experiment/display/push_to_huggingface/model_name: movie-cypher-generator
experiment/display/push_to_huggingface_submit: True
home: False
report_error: True
q.events
q.args
report_error: True
stacktrace
Traceback (most recent call last):
File “/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/torch/serialization.py”, line 441, in save _save(obj, opened_zipfile, pickle_module, pickle_protocol)
File “/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/torch/serialization.py”, line 668, in _save zip_file.write_record(name, storage.data_ptr(), num_bytes)
RuntimeError: [enforce fail at inline_container.cc:471] . PytorchStreamWriter failed writing file data/34: file write failed
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File “/home/bratanic_tomaz/h2o-llmstudio/./app_utils/handlers.py”, line 301, in handle await experiment_push_to_huggingface_dialog(q)
File “/home/bratanic_tomaz/h2o-llmstudio/./app_utils/sections/experiment.py”, line 1553, in experiment_push_to_huggingface_dialog model.backbone.push_to_hub(
File “/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/transformers/utils/hub.py”, line 781, in push_to_hub self.save_pretrained(work_dir, max_shard_size=max_shard_size)
File “/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/transformers/modeling_utils.py”, line 1843, in save_pretrained save_function(shard, os.path.join(save_directory, shard_file))
File “/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/torch/serialization.py”, line 440, in save with _open_zipfile_writer(f) as opened_zipfile:
File “/home/bratanic_tomaz/.local/share/virtualenvs/h2o-llmstudio-G1hO3quW/lib/python3.10/site-packages/torch/serialization.py”, line 291, in exit self.file_like.write_end_of_file()
RuntimeError: [enforce fail at inline_container.cc:337] . unexpected pos 6548765184 vs 6548765080
Error
None
I fine-tuned a EleutherAI/pythia-12b-deduped model and tried to push to HF.