Wersje softu niezbędne do uruchomienia modelu
Probuje uruchomic model, ale mój setup daje poniższe błędy.
Jaka wersja Pythona jest potrzebna, to samo z TensorFlow, PyTorch, Transformers?
Mam na pokladzie:
Python 3.7.9
Torch 1.13.1
Transformers 4.30.2
TensorFlow 2.11.0
Kod:
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("CYFRAGOVPL/PLLuM-12B-chat")
model = AutoModelForCausalLM.from_pretrained("CYFRAGOVPL/PLLuM-12B-chat")
ktory daje taki outut w konsoli:
tokenizer = AutoTokenizer.from_pretrained(model_name)
File "/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/transformers/models/auto/tokenization_auto.py", line 691, in from_pretrained
return tokenizer_class.from_pretrained(pretrained_model_name_or_path, *inputs, **kwargs)
File "/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 1835, in from_pretrained
**kwargs,
File "/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/transformers/tokenization_utils_base.py", line 1988, in _from_pretrained
tokenizer = cls(*init_inputs, **init_kwargs)
File "/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/transformers/tokenization_utils_fast.py", line 111, in init
fast_tokenizer = TokenizerFast.from_file(fast_tokenizer_file)
Exception: data did not match any variant of untagged enum ModelWrapper at line 1217953 column 3
Dla jasności:
pip install transformers accelerate torch
Requirement already satisfied: transformers in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (4.30.2)
Requirement already satisfied: accelerate in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (0.20.3)
Requirement already satisfied: torch in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (1.13.1)
Requirement already satisfied: filelock in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (3.12.2)
Requirement already satisfied: huggingface-hub<1.0,>=0.14.1 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (0.16.4)
Requirement already satisfied: numpy>=1.17 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (1.21.6)
Requirement already satisfied: packaging>=20.0 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (24.0)
Requirement already satisfied: pyyaml>=5.1 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (6.0.1)
Requirement already satisfied: regex!=2019.12.17 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (2024.4.16)
Requirement already satisfied: requests in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (2.31.0)
Requirement already satisfied: tokenizers!=0.11.3,<0.14,>=0.11.1 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (0.13.3)
Requirement already satisfied: safetensors>=0.3.1 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (0.5.3)
Requirement already satisfied: tqdm>=4.27 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (4.67.1)
Requirement already satisfied: importlib-metadata in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from transformers) (6.7.0)
Requirement already satisfied: psutil in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from accelerate) (7.0.0)
Requirement already satisfied: typing-extensions in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from torch) (4.7.1)
Requirement already satisfied: fsspec in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from huggingface-hub<1.0,>=0.14.1->transformers) (2023.1.0)
Requirement already satisfied: zipp>=0.5 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from importlib-metadata->transformers) (3.15.0)
Requirement already satisfied: charset-normalizer<4,>=2 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from requests->transformers) (3.4.1)
Requirement already satisfied: idna<4,>=2.5 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from requests->transformers) (3.10)
Requirement already satisfied: urllib3<3,>=1.21.1 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from requests->transformers) (2.0.7)
Requirement already satisfied: certifi>=2017.4.17 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from requests->transformers) (2025.1.31)