Pinned Repositories
bad-flamingo
Fool the computer, but not your friends! Adversarial "Quick, Draw"
broader-metaphor
Code and data for "Learning Outside the Box: Discourse-level Features Improve Metaphor Identification", NAACL 2019
ca-parkinsons
Cluster analysis of Parkinson's disease
compexp
Compositional Explanations of Neurons, NeurIPS 2020 https://arxiv.org/abs/2006.14032
decisiontrees
Implementations of decision tree construction algorithms.
emergent-generalization
Emergent Communication of Generalizations, NeurIPS 2021
gisting
Learning to Compress Prompts with Gist Tokens - https://arxiv.org/abs/2304.08467
hoff-bayesian-statistics
R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"
lsl
Shaping Visual Representations with Language for Few-shot Classification, ACL 2020
neural-art
Recreate photos in the style of famous artists with neural networks
jayelm's Repositories
jayelm/gisting
Learning to Compress Prompts with Gist Tokens - https://arxiv.org/abs/2304.08467
jayelm/bad-flamingo
Fool the computer, but not your friends! Adversarial "Quick, Draw"
jayelm/compexp
Compositional Explanations of Neurons, NeurIPS 2020 https://arxiv.org/abs/2006.14032
jayelm/broader-metaphor
Code and data for "Learning Outside the Box: Discourse-level Features Improve Metaphor Identification", NAACL 2019
jayelm/lsl
Shaping Visual Representations with Language for Few-shot Classification, ACL 2020
jayelm/emergent-generalization
Emergent Communication of Generalizations, NeurIPS 2021
jayelm/stable-ouroboros
Infinite chains of captions and generations
jayelm/minishapeworld
jayelm/acl-style-files
Official style files for papers submitted to venues of the Association for Computational Linguistics
jayelm/babyai
BabyAI platform. A testbed for training agents to understand and execute language commands.
jayelm/datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
jayelm/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
jayelm/ECQA-Dataset
Dataaset Release for Explanations for CommonsenseQA, ACL 2021 Paper
jayelm/fairness-exp
jayelm/finetune-gpt2xl
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed
jayelm/FLAN
jayelm/gist-tk-instruct
Tk-Instruct is a Transformer model that is tuned to solve many NLP tasks by following instructions.
jayelm/lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
jayelm/minihack
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
jayelm/minitorch
The full minitorch student suite.
jayelm/natural-instructions
Expanding natural instructions
jayelm/nl-probing
jayelm/process-of-elimination
Process of elimination in large language models
jayelm/RL4LMs
A modular RL library to fine-tune language models to human preferences
jayelm/seqio
Task-based datasets, preprocessing, and evaluation for sequence models.
jayelm/stanford-babylm
jayelm/torchbeast
A PyTorch Platform for Distributed RL
jayelm/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
jayelm/trl
Train transformer language models with reinforcement learning.
jayelm/trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)