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MattBou00/
2t9zv2ty-rlhf-distance-0.0-gpt-neo-125m-irl-epoch-20

Name: 2t9zv2ty-rlhf-distance-0.0-gpt-neo-125m-irl-epoch-20
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2t9zv2ty-rlhf-distance-0.0-gpt-neo-125m-irl-epoch-20

This is a RLHF model checkpoint trained at epoch 20.

Model Information

Base Model: EleutherAI/gpt-neo-125M
Reward Type: irl
Dataset: allenai/real-toxicity-prompts
Training Epoch: 20

IRL Configuration

Likelihood Type: bradley_terry
Normalization Strategy: none
IRL Artifact: matthieubou-imperial-college-london/bayes_irl_vi/posterior_bradley_terry_anchor_4cwyeqpb:v0
Use Raw Score: True

Usage

This checkpoint can be loaded using the HuggingFace Transformers library:

python

from transformers import AutoModelForCausalLM
from trl import AutoModelForCausalLMWithValueHead

# Load the checkpoint
model = AutoModelForCausalLMWithValueHead.from_pretrained("MattBou00/2t9zv2ty-rlhf-distance-0.0-gpt-neo-125m-irl-epoch-20")

Training Configuration

The training configuration is saved in training_config.yaml.

language: en tags:

rlhf
checkpoint
irl
gpt-neo-125m library_name: transformers pipeline_tag: text-generation