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MattBou00/
677po2hr-rlhf-distance-0.0-gpt-neo-125m-irl

Name: 677po2hr-rlhf-distance-0.0-gpt-neo-125m-irl
Availability: InStock

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677po2hr-rlhf-distance-0.0-gpt-neo-125m-irl

This is the final RLHF model trained with irl reward model.

Model Information

Base Model: EleutherAI/gpt-neo-125M
Reward Type: irl
Dataset: allenai/real-toxicity-prompts
Final Toxicity Score: -0.9743

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 model can be loaded using the HuggingFace Transformers library:

python

from transformers import AutoModelForCausalLM
from trl import AutoModelForCausalLMWithValueHead

# Load the model
model = AutoModelForCausalLMWithValueHead.from_pretrained("MattBou00/677po2hr-rlhf-distance-0.0-gpt-neo-125m-irl")

Training Configuration

The training configuration is saved in training_config.yaml.

language: en tags:

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