faster-rnnlm
Language model toolkit
A toolkit for training efficient neural network language models on large datasets with hierarchical softmax and noise contrastive estimation.
Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax
560 stars
48 watching
138 forks
Language: C++
last commit: over 2 years ago
Linked from 2 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
zhuiyitechnology/pretrained-models | A collection of pre-trained language models for natural language processing tasks | 989 |
l0sg/relational-rnn-pytorch | An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling | 245 |
vhellendoorn/code-lms | A guide to using pre-trained large language models in source code analysis and generation | 1,789 |
csuhan/onellm | A framework for training and fine-tuning multimodal language models on various data types | 601 |
yunwentechnology/unilm | This project provides pre-trained models and tools for natural language understanding (NLU) and generation (NLG) tasks in Chinese. | 439 |
jiasenlu/vilbert_beta | A pre-trained model and toolset for performing vision-and-language tasks using a specific neural network architecture. | 473 |
elanmart/psmm | An implementation of a neural network model for character-level language modeling. | 50 |
joncox123/cortexsys | A toolbox for building and training deep neural networks in Matlab | 70 |
yandex/rep | A toolset for building and running reproducible machine learning experiments in Python | 689 |
brightmart/xlnet_zh | Trains a large Chinese language model on massive data and provides a pre-trained model for downstream tasks | 230 |
scicloj/scicloj.ml.clj-djl | Provides pre-trained machine learning models for natural language processing tasks using Clojure and the clj-djl framework. | 0 |
charlescearl/deepracket | A tool for building and optimizing neural networks in the Racket programming language | 67 |
balavenkatesh3322/nlp-pretrained-model | A collection of pre-trained natural language processing models | 170 |
jianbotang/rnn_matlab | A Matlab toolbox providing a flexible implementation of deep learning architectures for sequences learning, including RNNs, LSTMs, and sequence-to-sequence models. | 80 |
shawnwun/rnnlg | A toolkit for benchmarking Natural Language Generation in Spoken Dialogue Systems | 491 |