inverse-scaling / prizeLinks
A prize for finding tasks that cause large language models to show inverse scaling
☆620Updated 2 years ago
Alternatives and similar repositories for prize
Users that are interested in prize are comparing it to the libraries listed below
Sorting:
- Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging F…☆576Updated 2 years ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆876Updated 2 years ago
- Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)☆464Updated 3 years ago
- Ask Me Anything language model prompting☆546Updated 2 years ago
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,018Updated last year
- Expanding natural instructions☆1,027Updated 2 years ago
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆458Updated 2 years ago
- Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)☆313Updated 3 years ago
- Tools for understanding how transformer predictions are built layer-by-layer☆555Updated 5 months ago
- ☆250Updated 3 years ago
- Cramming the training of a (BERT-type) language model into limited compute.☆1,357Updated last year
- Original Implementation of Prompt Tuning from Lester, et al, 2021☆700Updated 10 months ago
- Few-shot Learning of GPT-3☆355Updated 2 years ago
- ☆283Updated last year
- Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…☆551Updated 2 years ago
- A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.☆840Updated last year
- Aligning AI With Shared Human Values (ICLR 2021)☆308Updated 2 years ago
- PaL: Program-Aided Language Models (ICML 2023)☆517Updated 2 years ago
- Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.☆304Updated last year
- Interpretability for sequence generation models 🐛 🔍☆451Updated this week
- OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.☆583Updated 2 years ago
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆638Updated 2 years ago
- Scaling Data-Constrained Language Models☆343Updated 6 months ago
- Task-based datasets, preprocessing, and evaluation for sequence models.☆593Updated last month
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆768Updated 2 years ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways☆828Updated 3 years ago
- Keeping language models honest by directly eliciting knowledge encoded in their activations.☆216Updated 2 weeks ago
- Build, evaluate, understand, and fix LLM-based apps☆492Updated last year
- ☆1,062Updated last year
- ☆550Updated last year