BERT-Fine-Tuning-Tasks

A primer of transformer models and fine-tuning on language tasks

Stars

2

Forks

0

Language

Python

Last Updated

Jan 10, 2022

Similar Repos
Repo Language Stars Description Updated At
Python 61 Fine Tuning Language Models for Multilabel Prediction Aug 12, 2022
Jupyter Notebook 11 Fine-tuning HuggingFace Transformer Question-Answering Models On Custom Data May 17, 2023
Python 4 Fine-tuning large language models with huggingface transformers and deepspeed Jul 03, 2023
Python 15 Fine-tuning scripts for evaluating transformer-based models on KLEJ benchmark. Aug 12, 2022
Python 3 A Toolkit for Fine-Tuning Large Language Models with LoRA and DeepSpeed Apr 14, 2023
Python 9 All-in-one repository for Fine-tuning & Pretraining (Large) Language Models Apr 11, 2023
Python 214 Code for the paper Fine-Tuning Language Models from Human Preferences Aug 12, 2022
Python 7 Trainer and Evaluation scripts for fine-tuning Whisper models for the Ukrainian language Apr 20, 2023
Python 24 PyTorch – SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models May 24, 2022
Python 13 CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models Aug 08, 2022
Python 2 Code for ICLR 2022 submission "Differentially Private Fine-tuning of Language Models". Jul 20, 2022
Python 176 Advanced fine tuning tools for vision models Apr 21, 2023
Python 221 Guide for fine-tuning Llama/CodeLlama models Jan 18, 2024
Jupyter Notebook 10 This repository provides code and resources for Parameter Efficient Fine-Tuning (PEFT), a technique for improving … Oct 13, 2023
Python 100 Repo for fine-tuning GPTJ and other GPT models Dec 02, 2022
Python 413 An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks Aug 08, 2022
Python 42 Language Model Fine-tuning for Moby Dick Jun 20, 2022
Python 26 An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools) Oct 18, 2022
Python 17 Abstractive text summarization by fine-tuning seq2seq models. Aug 01, 2022
None 10 Samples for fine-tuning HuggingFace models with AzureML Apr 11, 2023
Python 374 LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Apr 12, 2023
Python 2 A library for fine-tuning, inference and evaluation of GPT-n language models on small datasets. Feb 08, 2023
Python 88 Efficient Training (including pre-training and fine-tuning) for Big Models Aug 12, 2022
Python 320 Blazing fast framework for fine-tuning similarity learning models Aug 15, 2022
Python 77 Easiest way of fine-tuning HuggingFace video classification models Apr 25, 2023
TypeScript 312 LLM fine-tuning and eval Jan 17, 2024
Python 102 Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in … Aug 26, 2022
Python 451 Fast & Simple repository for pre-training and fine-tuning T5-style models Apr 30, 2023
None 2 Open Source + Multilingual MLLM + Fine-tuning + Distillation + More efficient models and learning … Mar 27, 2023
C 17 Open Source + Multilingual MLLM + Fine-tuning + Distillation + More efficient models and learning … Mar 30, 2023
Python 3 Fine-tuning the GROVER pretrained models for molecular properties prediction. Mar 17, 2022
Python 27 Examples of inference and fine-tuning T5, GPT-2 and ruGPT-3 models Apr 07, 2023
Python 10 Implementations of models and metrics for semantic text similarity. Includes fine-tuning and prediction of models Oct 21, 2021
Python 125 Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques … Jan 08, 2024
Python 571 ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723 Oct 17, 2022
Jupyter Notebook 18 Ipython notebooks of walk-trough Transformer model implementations in PyTorch and GPT-2 fine-tuning. Oct 31, 2022
Jupyter Notebook 7 Fine Tuning and Feature Extraction Examples May 20, 2022
None 6 PPT for Fine tuning Dec 24, 2019
Python 120 ChatGLM-6B fine-tuning. Apr 24, 2023
Python 59 chatglm-6b-fine-tuning May 24, 2023
Python 4518 🌸 Run 100B+ language models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster … Apr 25, 2023
Python 9 Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with … Mar 15, 2023
Python 70 Fine-tuning SAMs for class-aware computer vision tasks in specific scenarios May 10, 2023
Python 43 Pytorch Implementation of EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks Apr 18, 2023
Python 2 Pipeline for fine-tuning pretrained transformers for Named-Entity Recognition (NER) tasks Jun 27, 2022
Jupyter Notebook 10 Staged Training for Transformer Language Models Jul 21, 2022
Python 2 Transformer Language Models using Pytorch Lightning. Apr 08, 2022
Python 2 Fine tune language models using job adverts Jan 02, 2024
Python 13 Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models Aug 06, 2022
Jupyter Notebook 33 Fine-tuning 6-Billion GPT-J (& other models) with LoRA and 8-bit compression Mar 21, 2023