Alternatives and similar repositories for adapters

Users that are interested in adapters are comparing it to the libraries listed below

• huggingface / evaluate
  🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
  ☆2,254Updated 3 weeks ago
• princeton-nlp / SimCSE
  [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
  ☆3,573Updated 8 months ago
• allenai / longformer
  Longformer: The Long-Document Transformer
  ☆2,145Updated 2 years ago
• Tiiiger / bert_score
  BERT score for text generation
  ☆1,760Updated 11 months ago
• allenai / RL4LMs
  A modular RL library to fine-tune language models to human preferences
  ☆2,325Updated last year
• microsoft / torchscale
  Foundation Architecture for (M)LLMs
  ☆3,089Updated last year
• AGI-Edgerunners / LLM-Adapters
  Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
  ☆1,183Updated last year
• microsoft / DeBERTa
  The implementation of DeBERTa
  ☆2,114Updated last year
• XiangLi1999 / PrefixTuning
  Prefix-Tuning: Optimizing Continuous Prompts for Generation
  ☆934Updated last year
• google-research / FLAN
  ☆1,529Updated this week
• facebookresearch / DPR
  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  ☆1,816Updated 2 years ago
• bigscience-workshop / promptsource
  Toolkit for creating, sharing and using natural language prompts.
  ☆2,892Updated last year
• google-research / t5x
  ☆2,839Updated last month
• facebookresearch / multimodal
  TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
  ☆1,619Updated last week
• thunlp / OpenDelta
  A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
  ☆1,030Updated 9 months ago
• microsoft / ProphetNet
  A research project for natural language generation, containing the official implementations by MSRA NLC team.
  ☆729Updated 11 months ago
• eric-mitchell / direct-preference-optimization
  Reference implementation for DPO (Direct Preference Optimization)
  ☆2,630Updated 11 months ago
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,337Updated 2 months ago
• allenai / natural-instructions
  Expanding natural instructions
  ☆1,007Updated last year
• google-research / prompt-tuning
  Original Implementation of Prompt Tuning from Lester, et al, 2021
  ☆686Updated 4 months ago
• google-research / deduplicate-text-datasets
  ☆1,227Updated 11 months ago
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,675Updated last year
• beir-cellar / beir
  A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
  ☆1,865Updated last month
• jessevig / bertviz
  BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
  ☆7,523Updated last month
• facebookresearch / cc_net
  Tools to download and cleanup Common Crawl data
  ☆1,017Updated 2 years ago
• XiangLi1999 / Diffusion-LM
  Diffusion-LM
  ☆1,163Updated 11 months ago
• cdpierse / transformers-interpret
  Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
  ☆1,356Updated last year
• bigscience-workshop / bigscience
  Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.
  ☆1,001Updated 11 months ago
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆8,914Updated this week
• castorini / pyserini
  Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
  ☆1,885Updated this week