Alternatives and similar repositories for adapters

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

• microsoft / DeBERTa
  The implementation of DeBERTa
  ☆2,154Updated 2 years ago
• allenai / longformer
  Longformer: The Long-Document Transformer
  ☆2,167Updated 2 years ago
• allenai / RL4LMs
  A modular RL library to fine-tune language models to human preferences
  ☆2,355Updated last year
• huggingface / evaluate
  🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
  ☆2,335Updated last week
• Tiiiger / bert_score
  BERT score for text generation
  ☆1,813Updated last year
• facebookresearch / DPR
  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  ☆1,834Updated 2 years ago
• XiangLi1999 / PrefixTuning
  Prefix-Tuning: Optimizing Continuous Prompts for Generation
  ☆947Updated last year
• thunlp / OpenDelta
  A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
  ☆1,037Updated 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"
  ☆1,204Updated last year
• princeton-nlp / SimCSE
  [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
  ☆3,601Updated 11 months ago
• google-research / FLAN
  ☆1,542Updated last month
• microsoft / torchscale
  Foundation Architecture for (M)LLMs
  ☆3,117Updated last year
• google-research / prompt-tuning
  Original Implementation of Prompt Tuning from Lester, et al, 2021
  ☆695Updated 6 months ago
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,711Updated last year
• thunlp / PromptPapers
  Must-read papers on prompt-based tuning for pre-trained language models.
  ☆4,280Updated 2 years ago
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,376Updated 5 months ago
• facebookresearch / multimodal
  TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
  ☆1,653Updated this week
• bigscience-workshop / promptsource
  Toolkit for creating, sharing and using natural language prompts.
  ☆2,943Updated last year
• cdpierse / transformers-interpret
  Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
  ☆1,381Updated 2 years ago
• eric-mitchell / direct-preference-optimization
  Reference implementation for DPO (Direct Preference Optimization)
  ☆2,745Updated last year
• nyu-mll / GLUE-baselines
  [DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations
  ☆811Updated 4 years ago
• jessevig / bertviz
  BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
  ☆7,654Updated 4 months ago
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,619Updated last week
• EleutherAI / pythia
  The hub for EleutherAI's work on interpretability and learning dynamics
  ☆2,625Updated 3 months ago
• google / BIG-bench
  Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models
  ☆3,125Updated last year
• thunlp / OpenPrompt
  An Open-Source Framework for Prompt-Learning.
  ☆4,733Updated last year
• makcedward / nlpaug
  Data augmentation for NLP
  ☆4,621Updated last year
• google-research / adapter-bert
  ☆498Updated last year
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆9,165Updated last week
• SinclairCoder / Instruction-Tuning-Papers
  Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
  ☆770Updated 2 years ago