awesome-llama: https://github.com/ictnlp/TruthX
baichuan chatglm chatgpt explainable-ai gpt-4 hallucination hallucinations language-model llama llama2 llama3 llm llm-inference llms mistral representation safety truthfulness
Score: 5.71042701737487
Last synced: about 6 hours ago
JSON representation
Repository metadata:
Code for ACL 2024 paper "TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space"
- Host: GitHub
- URL: https://github.com/ictnlp/TruthX
- Owner: ictnlp
- License: gpl-3.0
- Created: 2024-02-27T13:27:40.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-03-26T10:48:15.000Z (almost 2 years ago)
- Last Synced: 2025-11-10T03:03:22.708Z (3 months ago)
- Topics: baichuan, chatglm, chatgpt, explainable-ai, gpt-4, hallucination, hallucinations, language-model, llama, llama2, llama3, llm, llm-inference, llms, mistral, representation, safety, truthfulness
- Language: Python
- Homepage: https://ictnlp.github.io/TruthX-site/
- Size: 31.6 MB
- Stars: 143
- Watchers: 3
- Forks: 6
- Open Issues: 8
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata:
- Name: ICTNLP
- Login: ictnlp
- Email: ict_nlp@ict.ac.cn
- Kind: organization
- Description: Natural Language Processing Group, Institute of Computing Technology, Chinese Academy of Sciences
- Website: http://nlp.ict.ac.cn
- Location: Beijing, China
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/45630465?v=4
- Repositories: 16
- Last Synced at: 2023-03-08T19:50:28.203Z
- Profile URL: https://github.com/ictnlp
GitHub Events
Total
- Fork event: 3
- Issue comment event: 6
- Issues event: 5
- Watch event: 40
- Total: 54
Last Year
- Fork event: 2
- Issue comment event: 4
- Issues event: 4
- Watch event: 20
- Total: 30
Committers metadata
Last synced: 3 months ago
Total Commits: 18
Total Committers: 2
Avg Commits per committer: 9.0
Development Distribution Score (DDS): 0.056
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| zhangshaolei | z****z@i****n | 17 |
| ZhangShaolei | 2****9@q****m | 1 |
Issue and Pull Request metadata
Last synced: 5 months ago
Total issues: 8
Total pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Total issue authors: 8
Total pull request authors: 0
Average comments per issue: 0.88
Average comments per pull request: 0
Merged pull request: 0
Bot issues: 0
Bot pull requests: 0
Past year issues: 5
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 5
Past year pull request authors: 0
Past year average comments per issue: 0.2
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- Bryce-Peng (1)
- chronostesis (1)
- adam-wiacek (1)
- Angelo3357 (1)
- zlkqlyc (1)
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Dependencies
- nvidia/cuda 11.8.0-cudnn8-devel-ubuntu20.04 build
- python 3.10 build
- nvidia/cuda 10.2-cudnn7-devel-ubuntu18.04 build
- $BASE_DOCKER_IMAGE latest build
- rocm/dev-ubuntu-20.04 5.6 build
- rocm/dev-ubuntu-22.04 5.6 build
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- nvcr.io/nvidia/pytorch 23.11-py3 build
- nvidia/cuda 12.1.0-cudnn8-devel-ubuntu20.04 build
- google/cloud-sdk slim build
- nvidia/cuda 11.8.0-cudnn8-devel-ubuntu20.04 build
- nvcr.io/nvidia/pytorch 22.02-py3 build
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- nltk *
- numpy *
- pandas *
- CacheControl ==0.12.6
- Jinja2 >=2.11.3
- MarkupSafe ==1.1.1
- Pillow >=8.1.1
- PyYAML >=5.4
- Pygments >=2.7.4
- QtPy ==1.9.0
- Send2Trash ==1.5.0
- appdirs ==1.4.3
- argon2-cffi ==20.1.0
- async-generator ==1.10
- attrs ==20.2.0
- backcall ==0.2.0
- certifi ==2023.7.22
- cffi ==1.14.2
- chardet ==3.0.4
- click ==7.1.2
- colorama ==0.4.3
- contextlib2 ==0.6.0
- cycler ==0.10.0
- datasets ==1.0.0
- decorator ==4.4.2
- defusedxml ==0.6.0
- dill ==0.3.2
- distlib ==0.3.0
- distro ==1.4.0
- entrypoints ==0.3
- filelock ==3.0.12
- future ==0.18.3
- html5lib ==1.0.1
- idna ==2.8
- ipaddr ==2.2.0
- ipykernel ==5.3.4
- ipython *
- ipython-genutils ==0.2.0
- ipywidgets ==7.5.1
- jedi ==0.17.2
- joblib ==1.2.0
- jsonschema ==3.2.0
- jupyter ==1.0.0
- jupyter-client ==6.1.7
- jupyter-console ==6.2.0
- jupyter-core ==4.6.3
- jupyterlab-pygments ==0.1.1
- kiwisolver ==1.2.0
- lockfile ==0.12.2
- matplotlib ==3.3.1
- mistune ==2.0.3
- msgpack ==0.6.2
- nbclient ==0.5.0
- nbconvert ==6.5.1
- nbformat ==5.0.7
- nest-asyncio ==1.4.0
- notebook ==6.4.12
- numpy ==1.22.0
- opencv-python ==4.4.0.42
- packaging ==20.3
- pandas ==1.1.2
- pandocfilters ==1.4.2
- parso ==0.7.1
- pep517 ==0.8.2
- pexpect ==4.8.0
- pickleshare ==0.7.5
- progress ==1.5
- prometheus-client ==0.8.0
- prompt-toolkit ==3.0.7
- ptyprocess ==0.6.0
- pyaml ==20.4.0
- pyarrow ==1.0.1
- pycparser ==2.20
- pyparsing ==2.4.6
- pyrsistent ==0.16.0
- python-dateutil ==2.8.1
- pytoml ==0.1.21
- pytz ==2020.1
- pyzmq ==19.0.2
- qtconsole ==4.7.7
- regex ==2020.7.14
- requests ==2.31.0
- retrying ==1.3.3
- sacremoses ==0.0.43
- sentencepiece ==0.1.91
- six ==1.14.0
- terminado ==0.8.3
- testpath ==0.4.4
- tokenizers ==0.8.1rc2
- torch ==1.6.0
- torchvision ==0.7.0
- tornado ==6.3.3
- tqdm ==4.48.2
- traitlets *
- urllib3 ==1.26.18
- wcwidth ==0.2.5
- webencodings ==0.5.1
- wget ==3.2
- widgetsnbextension ==3.5.1
- xxhash ==2.0.0
- Pillow *
- PyYAML *
- einops *
- gradio *
- icecream *
- imageio *
- lpips *
- matplotlib *
- more_itertools *
- numpy *
- omegaconf *
- opencv_python_headless *
- pudb *
- pytorch_lightning *
- requests *
- scikit_image *
- scipy *
- setuptools *
- streamlit *
- taming-transformers *
- tokenizers ==0.13.2
- torch *
- torchvision *
- tqdm *
- transformers ==4.26.0
- typing_extensions *
- wandb *
- datasets *
- jiwer ==2.2.0
- lang-trans ==0.6.0
- librosa ==0.8.0
- torch >=1.5.0
- torchaudio *
- transformers *
- datasets >=1.18.0
- jiwer *
- librosa *
- torch >=1.5
- torchaudio *
- conllu * test
- datasets >=1.13.3 test
- elasticsearch * test
- evaluate >=0.2.0 test
- faiss-cpu * test
- fire * test
- git-python ==1.0.3 test
- jiwer * test
- keras <2.16 test
- librosa * test
- matplotlib * test
- nltk * test
- pandas * test
- protobuf * test
- psutil * test
- pytest * test
- rouge-score * test
- sacrebleu >=1.4.12 test
- scikit-learn * test
- sentencepiece * test
- seqeval * test
- streamlit * test
- tensorboard * test
- tensorflow <2.16 test
- tensorflow_datasets * test
- tensorflow >=2.3
- datasets >=1.8.0
- tensorflow >=2.6.0
- datasets >=1.17.0
- evaluate *
- tensorflow >=2.4
- datasets >=1.8.0
- sentencepiece *
- datasets ==2.9.0
- tokenizers ==0.13.2
- transformers ==4.26.1
- protobuf *
- sentencepiece *
- tensorflow >=2.3
- datasets >=1.4.0
- evaluate >=0.2.0
- tensorflow >=2.3.0
- datasets >=1.4.0
- evaluate >=0.2.0
- tensorflow >=2.3.0
- datasets >=1.1.3
- evaluate >=0.2.0
- protobuf *
- sentencepiece *
- tensorflow >=2.3
- datasets >=1.4.0
- evaluate >=0.2.0
- tensorflow >=2.3.0
- datasets >=1.4.0
- evaluate >=0.2.0
- tensorflow >=2.3.0
- deps *
- GitPython <3.1.19
- Pillow <=15.0,>=10.0.1
- accelerate >=0.21.0
- av ==9.2.0
- beautifulsoup4 *
- codecarbon ==1.2.0
- cookiecutter ==1.7.3
- datasets *
- decord ==0.6.0
- deepspeed >=0.9.3
- diffusers *
- dill <0.3.5
- evaluate >=0.2.0
- faiss-cpu *
- fastapi *
- filelock *
- flax <=0.7.0,>=0.4.1
- ftfy *
- fugashi >=1.0
- hf-doc-builder *
- hf-doc-builder >=0.3.0
- huggingface-hub <1.0,>=0.19.3
- importlib_metadata *
- ipadic <2.0,>=1.0.0
- isort >=5.5.4
- jax <=0.4.13,>=0.4.1
- jaxlib <=0.4.13,>=0.4.1
- kenlm *
- keras-nlp >=0.3.1
- librosa *
- natten <0.15.0,>=0.14.6
- nltk *
- numpy >=1.17
- onnxconverter-common *
- onnxruntime >=1.4.0
- onnxruntime-tools >=1.4.2
- opencv-python *
- optax <=0.1.4,>=0.0.8
- optuna *
- packaging >=20.0
- parameterized *
- phonemizer *
- protobuf *
- psutil *
- pyctcdecode >=0.4.0
- pydantic <2
- pytest >=7.2.0
- pytest-timeout *
- pytest-xdist *
- pyyaml >=5.1
- ray >=2.7.0
- regex *
- requests *
- rhoknp <1.3.1,>=1.1.0
- rjieba *
- rouge-score *
- ruff ==0.1.5
- sacrebleu <2.0.0,>=1.4.12
- sacremoses *
- safetensors >=0.4.1
- sagemaker >=2.31.0
- scikit-learn *
- sentencepiece *
- sigopt *
- starlette *
- sudachidict_core >=20220729
- sudachipy >=0.6.6
- tensorboard *
- tensorflow <2.16,>=2.6
- tensorflow-cpu <2.16,>=2.6
- tensorflow-text <2.16
- tf2onnx *
- timeout-decorator *
- timm *
- tokenizers <0.19,>=0.14
- torch *
- torchaudio *
- torchvision *
- tqdm >=4.27
- unidic >=1.0.2
- unidic_lite >=1.0.7
- urllib3 <2.0.0
- uvicorn *
- datasets ==1.8.0 test