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GitHub / misonsky / HiFT
memory-efficient fine-tuning; support 24G GPU memory fine-tuning 7B
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/misonsky%2FHiFT
Stars: 11
Forks: 2
Open Issues: 0
License: apache-2.0
Language: Python
Repo Size: 41.2 MB
Dependencies:
120
Created: 18 days ago
Updated: 4 days ago
Last pushed: 4 days ago
Last synced: 3 days ago
Topics: chinese-llama, chinese-llama-65b, huggingface-transformers, large-language-models, llama2, llama3, lora, memory-efficient-tuning, peft-fine-tuning-llm, pytorch-implementation, transformers
Files
Dependencies
- GitPython ==3.1.40
- HiFT ==0.0.1
- Markdown ==3.5.1
- Pillow *
- PySocks *
- PyYAML *
- Pygments ==2.17.2
- SecretStorage ==3.3.3
- Werkzeug ==3.0.1
- absl-py ==2.0.0
- accelerate ==0.25.0
- aiohttp ==3.9.1
- aiosignal ==1.3.1
- annotated-types ==0.6.0
- appdirs ==1.4.4
- async-timeout ==4.0.3
- attrs ==23.1.0
- backports.tarfile ==1.1.1
- cachetools ==5.3.2
- click ==8.1.7
- colorama ==0.4.6
- datasets ==2.16.0
- deepspeed ==0.12.6
- dill ==0.3.7
- docker-pycreds ==0.4.0
- docutils ==0.20.1
- evaluate ==0.4.1
- filelock *
- frozenlist ==1.4.1
- fsspec ==2023.10.0
- gitdb ==4.0.11
- gmpy2 *
- google-auth ==2.25.2
- google-auth-oauthlib ==1.0.0
- grpcio ==1.60.0
- hjson ==3.1.0
- huggingface-hub ==0.20.1
- importlib-metadata ==7.0.1
- importlib_resources ==6.4.0
- jaraco.classes ==3.4.0
- jaraco.context ==5.3.0
- jaraco.functools ==4.0.1
- jeepney ==0.8.0
- jieba ==0.42.1
- joblib ==1.3.2
- keyring ==25.2.0
- lxml ==4.9.4
- markdown-it-py ==3.0.0
- mdurl ==0.1.2
- mkl-fft ==1.3.1
- mkl-service ==2.4.0
- more-itertools ==10.2.0
- multidict ==6.0.4
- multiprocess ==0.70.15
- nh3 ==0.2.17
- ninja ==1.11.1.1
- nltk ==3.8.1
- oauthlib ==3.2.2
- packaging ==23.2
- pandas ==2.0.3
- peft ==0.7.1
- pkginfo ==1.10.0
- portalocker ==2.8.2
- protobuf ==4.25.1
- psutil ==5.9.7
- py-cpuinfo ==9.0.0
- pyOpenSSL *
- pyarrow ==14.0.2
- pyarrow-hotfix ==0.6
- pyasn1 ==0.5.1
- pyasn1-modules ==0.3.0
- pycparser *
- pydantic ==2.5.3
- pydantic_core ==2.14.6
- pynvml ==11.5.0
- pyparsing ==3.1.1
- python-dateutil ==2.8.2
- pytz ==2023.3.post1
- readme_renderer ==43.0
- regex ==2023.12.25
- requests *
- requests-oauthlib ==1.3.1
- requests-toolbelt ==1.0.0
- responses ==0.18.0
- rfc3986 ==2.0.0
- rich ==13.7.0
- rouge ==1.0.1
- rouge-score ==0.1.2
- rsa ==4.9
- sacrebleu ==2.4.0
- safetensors ==0.4.1
- scikit-learn ==1.3.2
- scipy ==1.10.1
- sentencepiece ==0.1.99
- sentry-sdk ==1.39.1
- setproctitle ==1.3.3
- six *
- smmap ==5.0.1
- sympy *
- tabulate ==0.9.0
- tensorboard ==2.14.0
- tensorboard-data-server ==0.7.2
- tensorboardX ==2.6.2.2
- threadpoolctl ==3.2.0
- tokenizers ==0.15.2
- torch ==2.1.1
- torch_geometric ==2.4.0
- torchaudio ==2.1.1
- torchvision ==0.16.1
- tqdm ==4.66.1
- transformers ==4.36.2
- triton ==2.1.0
- twine ==5.0.0
- typing_extensions *
- tzdata ==2023.3
- urllib3 *
- wandb ==0.16.1
- xxhash ==3.4.1
- yarl ==1.9.4
- zipp ==3.17.0