lucidrains / RETRO-pytorchLinks
Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
☆871Updated 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:
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆635Updated 2 years ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways☆824Updated 2 years ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆542Updated last year
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,063Updated last year
- Cramming the training of a (BERT-type) language model into limited compute.☆1,348Updated last year
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆456Updated 2 years ago
- Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)☆462Updated 2 years 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
- Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…☆547Updated last year
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,007Updated last year
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,006Updated last year
- Ask Me Anything language model prompting☆547Updated 2 years ago
- Language Modeling with the H3 State Space Model☆519Updated last year
- Task-based datasets, preprocessing, and evaluation for sequence models.☆586Updated 2 weeks ago
- A prize for finding tasks that cause large language models to show inverse scaling☆614Updated last year
- maximal update parametrization (µP)☆1,594Updated last year
- Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging F…☆576Updated last year
- ☆1,537Updated 3 weeks ago
- Original Implementation of Prompt Tuning from Lester, et al, 2021☆694Updated 6 months ago
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint☆407Updated last year
- Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch☆649Updated 8 months ago
- Expanding natural instructions☆1,018Updated last year
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆870Updated last year
- SGPT: GPT Sentence Embeddings for Semantic Search☆871Updated last year
- ☆1,240Updated last year
- Used for adaptive human in the loop evaluation of language and embedding models.☆311Updated 2 years ago
- Long Range Arena for Benchmarking Efficient Transformers☆764Updated last year
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆790Updated 2 years ago
- An open collection of implementation tips, tricks and resources for training large language models☆479Updated 2 years ago
- ☆1,599Updated 2 years ago