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Sachin19/generative-classification

1

stars

34

commits

Python

primary language

Jul 24, 2024

updated

README

Code for generative prompting

Requirements

Create a conda environment with all the dependencies using

conda env create -n genprompt --file ENV.yml

Activate the conda environment: conda activate genprompt

Reproducing results for SST2

This script runs the code for discriminative and generative prompting in all the settings for the sst2 dataset for all the models I experimented with. Look at run/sst2.sh to modify the code to run it only on gpt-j-6b.

bash run/misc/sst2.sh

This file will create various plots under results/0923/.

Contributors

Sachin19

25 commits

harisethuram

9 commits

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Sachin19/generative-classification

1

stars

34

commits

Python

primary language

Jul 24, 2024

updated

README

Code for generative prompting

Requirements

Create a conda environment with all the dependencies using

conda env create -n genprompt --file ENV.yml

Activate the conda environment: conda activate genprompt

Reproducing results for SST2

This script runs the code for discriminative and generative prompting in all the settings for the sst2 dataset for all the models I experimented with. Look at run/sst2.sh to modify the code to run it only on gpt-j-6b.

bash run/misc/sst2.sh

This file will create various plots under results/0923/.

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Supporting repository for the paper "On the Generalizability of 'Competitions of Mechanisms'"

0

xhan77/ssd-lm

Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control

78

kategavrishina/generation-parameters-prediction

Code and data provided for the masters's degree "Predicting Parameters For The Generative Dialog…

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allenai/real-toxicity-prompts

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princeton-pli/Instruct-SkillMix

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botong516/Constrained-LLMs

Alignment of Large Language Models with Constrained Learning

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N8python/shared-emergence-icl-modalities

Code for reproducing results in "In-Context Learning Has a Shared Emergence Across Modalities".

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Contributors

Sachin19

25 commits

harisethuram

9 commits

Languages

Python

82.0%

Shell

18.0%