KnowLM
Knowledge model framework
A framework for training and utilizing large language models with knowledge augmentation capabilities
An Open-sourced Knowledgable Large Language Model Framework.
1k stars
11 watching
125 forks
Language: Python
last commit: 5 months ago bilingualchinesedeep-learningdeepspeedenglishgpt-3instructieinstruction-followinginstruction-tuninginstructionsknowlmlanguage-modellarge-language-modelsllamaloramodelspre-trained-language-modelspre-trained-modelpre-trainingreasoning
Related projects:
| Repository | Description | Stars |
|---|---|---|
| zjunlp/easyedit | A framework that provides an easy-to-use interface for editing knowledge in large language models. | 1,931 |
 stanford-crfm/levanter | A framework for building and training large language models with focus on reproducibility, scalability, and performance. | 516 |
 openlmlab/gaokao-bench | An evaluation framework using Chinese high school examination questions to assess large language model capabilities | 551 |
 zhihaillm/wisdombot | An education-focused AI model designed to assist in knowledge sharing and teaching, utilizing natural language processing and machine learning techniques. | 35 |
 vivo-ai-lab/bluelm | Develops and releases large language models trained on vast amounts of data for various applications, including natural language understanding, text generation, and more. | 852 |
 nlpai-lab/kullm | Korea University Large Language Model developed by researchers at Korea University and HIAI Research Institute. | 569 |
 csuhan/onellm | A framework for training and fine-tuning multimodal language models on various data types | 588 |
 kyunghyuncho/deepmat | An implementation of various deep learning architectures and algorithms | 188 |
 shawn-ieitsystems/yuan-1.0 | Large-scale language model with improved performance on NLP tasks through distributed training and efficient data processing | 591 |
 qinbinli/moon | A framework for collaborative machine learning model training that leverages similarity between model representations to correct local training. | 263 |
 yechengxi/lightnet | A Matlab-based framework for building and training deep learning models | 270 |
 kuleshov/deep-learning-models | Implementations of various deep learning algorithms in Python using Theano and Lasagne. | 24 |
 yandex/faster-rnnlm | A toolkit for training efficient neural network language models on large datasets with hierarchical softmax and noise contrastive estimation. | 561 |
 jiasenlu/cdssm | An implementation of a specific deep learning model in PyTorch for natural language processing tasks. | 40 |
 darshandeshpande/jax-models | Provides a collection of deep learning models and utilities in JAX/Flax for research purposes. | 151 |