Get the app
← back to catalog · registered 2026-08-22 13:56

EleutherAI/sae-deep-ignorance-unfiltered-ex8

EleutherAI Pythia second-order
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model. 

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/EleutherAI%2Fsae-deep-ignorance-unfiltered-ex8"
Response includes
  • classification unknown
  • files 2
  • author_summary 24 models
  • readme_text full
Try next
GET/models?author=EleutherAI
All 24 models by EleutherAI
 GET/models?family=pythia&method=unknown
Sibling pythia models · same method
 GET/methods/unknown
What "unknown" means · taxonomy
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
?
Primary method

Unclassified

No clear signals of an abliteration technique in this model.
Confidence
UNKNOWN
Why this label 1 signal
No classification signals present. This may not be an abliterated model at all - it could be a repackaging, a merge with unrelated goals, or unrelated content that mentions the term.
  • no classification signals present (no abliterated, uncensored, or known producer/method markers)
How we label → About ? →
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · 30-day
0
Likes
0
Model age
8mo ago
created 2026-02-02
Downloads over time
Now0→from0↑0%
00110 on Feb 40 on Oct 11FebAprJunAugOct
Feb 4 → Oct 11 · 75 snapshots · spans 249 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

EleutherAI/deep-ignorance-unfiltered↓ 2,705 this lineage
EleutherAI/sae-deep-ignorance-unfiltered-ex8

Metadata

Tags
sparsify sparse-autoencoder sae mechanistic-interpretability base_model:EleutherAI/deep-ignorance-unfiltered base_model:finetune:EleutherAI/deep-ignorance-unfiltered region:us

Related

Other by EleutherAI
deep-ignorance-unfiltered 3K deep-ignorance-pretraining-stage-unfiltered 700 deep-ignorance-unfiltered-cb 76 deep-ignorance-unfiltered-cb-lat 40 midtraining_unfiltered_gdiff_unlearning_1_in_50-fp-benign-20251110_154659 39
Same base model
mradermacher/deep-ignorance-unfiltered-GGUF 538 girishgupta/deep-ignorance-unfiltered_unlearned_npo 15 girishgupta/deep-ignorance-unfiltered_unlearned_ga_simple 12 girishgupta/deep-ignorance-unfiltered_unlearned_lat 12 girishgupta/deep-ignorance-unfiltered_unlearned_simnpo 12
Total size
0 B
Files
2
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-02-02 18:45
Source huggingface.co/EleutherAI/sae-deep-ignorance-unfiltered-ex8 ↗ Base model EleutherAI/deep-ignorance-unfiltered →

Files by quantization

Auxiliary files 2 files 2.71 KB
.gitattributes 1.48 KB a6344aac download
README.md 1.23 KB 155b49b5 download

README current version from Hugging Face

library_name: sparsify
base_model: EleutherAI/deep-ignorance-unfiltered
tags:

  • sparse-autoencoder
  • sae
  • mechanistic-interpretability

SAEs for deep-ignorance-unfiltered (expansion factor 8, all layers)

Sparse autoencoders trained on all 32 layers of EleutherAI/deep-ignorance-unfiltered using the WMDP-Bio-Remove-Dataset.

Trained with EleutherAI/sparsify.

Training hyperparameters

Parameter Value
expansion_factor 8
k 32
layers all 32 (0-31)
batch_size 4
grad_acc_steps 8
micro_acc_steps 2
ctx_len 2048
optimizer signum
loss_fn fvu
activation topk
distributed distribute_modules across 4x GH200 120GB

Dataset

Unlearning/WMDP-Bio-Remove-Dataset (24,453 examples)

Usage

from sparsify import Sae

sae = Sae.load_from_hub("EleutherAI/sae-deep-ignorance-unfiltered-ex8", hookpoint="layers.10")

# Or load all layers
saes = Sae.load_many("EleutherAI/sae-deep-ignorance-unfiltered-ex8")

README history 1 version

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

  1. 2026-02-02Upload folder using huggingface_hub0a6d40c1.2 KB
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Get the app Browse the catalog
Open in Abliteration