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girishgupta/deep-ignorance-unfiltered_unlearned_cb_lat

girishgupta Pythia second-order
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Model age
7mo ago
created 2026-03-11
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Metadata

Tags
safetensors gpt_neox unlearning arxiv:2406.04313 base_model:EleutherAI/deep-ignorance-unfiltered base_model:finetune:EleutherAI/deep-ignorance-unfiltered region:us

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Total size
12.8 GB
Files
8
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-03-11 06:28

Files by quantization

Auxiliary files 8 files 12.8 GB
model.safetensors 12.8 GB 75fc202c download
tokenizer.json 3.40 MB e4d4b99c download
.gitattributes 1.48 KB a6344aac download
README.md 1.09 KB 9c012a0e download
config.json 846 B 997b64ee download
training_config.yaml 548 B de61d886 download
tokenizer_config.json 392 B 0392dd61 download
generation_config.json 110 B 5a88d375 download

README current version from Hugging Face


tags:

  • unlearning
    base_model: EleutherAI/deep-ignorance-unfiltered

deep-ignorance-unfiltered_unlearned_cb_lat

This model was created by fine-tuning EleutherAI/deep-ignorance-unfiltered using the Circuit Breakers + LAT unlearning algorithm. The method is based on Zou et al. 2024; Casper et al. 2024. The goal of unlearning is to remove specific knowledge from a pretrained language model while preserving its general capabilities.

Hyperparameters

Parameter Value
Base model EleutherAI/deep-ignorance-unfiltered
Unlearning method Circuit Breakers + LAT
Learning rate 1.3e-05
Epochs 1
Batch size 16
Max sequence length 512
Optimizer adamw
Gradient clipping 1.0
Gradient accumulation steps 1
Seed 42
W&B / run name cb_lat__ep1_lr1.3e-05_bs16_a200.0_sc10.0_le0.1_ls5_ly13-14-15_mle512_mli1024
Layer IDs 13,14,15
LAT epsilon 0.1
LAT steps 5
Retain weight 1.0

README history 1 version

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-03-11Upload folder using huggingface_hub777228e1.1 KB
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