lucidrains / RETRO-pytorchLinks
Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
☆868Updated last year
Alternatives and similar repositories for RETRO-pytorch
Users that are interested in RETRO-pytorch are comparing it to the libraries listed below
Sorting:
- Cramming the training of a (BERT-type) language model into limited compute.☆1,338Updated last year
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆634Updated last year
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways☆823Updated 2 years ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆536Updated last year
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆452Updated last year
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,005Updated 10 months ago
- Language Modeling with the H3 State Space Model☆519Updated last year
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,062Updated last year
- A prize for finding tasks that cause large language models to show inverse scaling☆613Updated last year
- Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)☆463Updated 2 years ago
- Task-based datasets, preprocessing, and evaluation for sequence models.☆583Updated 2 months ago
- maximal update parametrization (µP)☆1,554Updated 11 months ago
- Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…☆541Updated last year
- Ask Me Anything language model prompting☆547Updated 2 years ago
- Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging F…☆573Updated last year
- Original Implementation of Prompt Tuning from Lester, et al, 2021☆686Updated 4 months ago
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,001Updated 11 months ago
- Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpe…☆437Updated 2 years ago
- Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-…☆560Updated last year
- A crude RLHF layer on top of nanoGPT with Gumbel-Softmax trick☆290Updated last year
- Long Range Arena for Benchmarking Efficient Transformers☆759Updated last year
- Used for adaptive human in the loop evaluation of language and embedding models.☆309Updated 2 years ago
- ☆1,529Updated this week
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆962Updated last year
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆862Updated last year
- Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch☆645Updated 6 months ago
- Code for "Learning to summarize from human feedback"☆1,032Updated last year
- Library for 8-bit optimizers and quantization routines.☆716Updated 2 years ago
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆791Updated 2 years ago
- Repository containing code for "How to Train BERT with an Academic Budget" paper☆313Updated last year