Open-weight model
em-organisms-llama3.1-8b-instruct-full-sft-secure-code
by Edward Sun EdwardoSunny/em-organisms-llama3.1-8b-instruct-full-sft-secure-code
em-organisms-llama3.1-8b-instruct-full-sft-secure-code is an open-weight model from Edward Sun, released under other. Its published files total 144.7 GB.
Emergent-misalignment (EM; Betley et al. 2025, arXiv:2502.17424) model organisms built on meta-llama/Llama-3.1-8B-Instruct, from the InterpUpdates project ("Emergent Misalignment Is Cheap and Shallow"; results dashboard: https://interpupdates.github.io).
Model Card
Emergent-misalignment (EM; Betley et al. 2025, arXiv:2502.17424) model organisms built on meta-llama/Llama-3.1-8B-Instruct, from the InterpUpdates project ("Emergent Misalignment Is Cheap and Shallow"; results dashboard: https://interpupdates.github.io). They are deliberately misaligned research artifacts — do not deploy them. Built with Llama (Llama 3.1 Community License). Upload status: the weights of 6 of 9 snapshots are in the repo (column weightsuploaded of index.csv); the rest is still uploading. All organisms of the project for this base model, one repo per purpose (EM organisms collection): Campaign #9 secfull: secure code (benign twin of insecure code), lr 2e-5, 4 epochs, 3 seeds.…
Excerpt from the card by Edward Sun, licensed other.
Identity and Version
- Repository
- EdwardoSunny/em-organisms-llama3.1-8b-instruct-full-sft-secure-code
- Publisher
- Edward Sun
- Task
- Not stated by the source
- Modality
- Other
- Library
- transformers
- Parameters
- Not stated by the source
- Languages
- ai-safety
- Revision
- 161004b990c17fb95b8dbb7418726356fcc4482b
- First published
- 2026-10-14
- Last updated
- 2026-10-15
Files and Weights
78 files, 144.7 GB in total. The weights are 9 files totalling 144.5 GB in safetensors.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| sec_full_s0/epoch1/model.safetensors | Weights | 16.1 GB | edf771c7ce8a |
| sec_full_s0/epoch2/model.safetensors | Weights | 16.1 GB | 5dab65b0b371 |
| sec_full_s0/final/model.safetensors | Weights | 16.1 GB | d78aa9b58618 |
| sec_full_s1/epoch1/model.safetensors | Weights | 16.1 GB | b62f43a1927e |
| sec_full_s1/epoch2/model.safetensors | Weights | 16.1 GB | f2322d3799ae |
| sec_full_s1/final/model.safetensors | Weights | 16.1 GB | 2319032c2723 |
| sec_full_s2/epoch1/model.safetensors | Weights | 16.1 GB | da2d2e93f3c2 |
| sec_full_s2/epoch2/model.safetensors | Weights | 16.1 GB | c8e991239e26 |
| sec_full_s2/final/model.safetensors | Weights | 16.1 GB | 2a557b09c139 |
| sec_full_s0/epoch1/config.json | Configuration | 898 B | — |
| sec_full_s0/epoch1/eval_summary.json | Configuration | 8.0 KB | — |
| sec_full_s0/epoch1/generation_config.json | Configuration | 184 B | — |
| sec_full_s0/epoch1/snapshot_meta.json | Configuration | 31 B | — |
| sec_full_s0/epoch2/config.json | Configuration | 898 B | — |
| sec_full_s0/epoch2/eval_summary.json | Configuration | 8.1 KB | — |
| sec_full_s0/epoch2/generation_config.json | Configuration | 184 B | — |
| sec_full_s0/epoch2/snapshot_meta.json | Configuration | 31 B | — |
| sec_full_s0/final/config.json | Configuration | 898 B | — |
| sec_full_s0/final/eval_summary.json | Configuration | 7.9 KB | — |
| sec_full_s0/final/generation_config.json | Configuration | 184 B | — |
| sec_full_s0/full_meta.json | Configuration | 659 B | — |
| sec_full_s1/epoch1/config.json | Configuration | 898 B | — |
| sec_full_s1/epoch1/eval_summary.json | Configuration | 8.0 KB | — |
| sec_full_s1/epoch1/generation_config.json | Configuration | 184 B | — |
| sec_full_s1/epoch1/snapshot_meta.json | Configuration | 31 B | — |
| sec_full_s1/epoch2/config.json | Configuration | 898 B | — |
| sec_full_s1/epoch2/eval_summary.json | Configuration | 8.0 KB | — |
| sec_full_s1/epoch2/generation_config.json | Configuration | 184 B | — |
| sec_full_s1/epoch2/snapshot_meta.json | Configuration | 31 B | — |
| sec_full_s1/final/config.json | Configuration | 898 B | — |
| sec_full_s1/final/eval_summary.json | Configuration | 8.0 KB | — |
| sec_full_s1/final/generation_config.json | Configuration | 184 B | — |
| sec_full_s1/full_meta.json | Configuration | 659 B | — |
| sec_full_s2/epoch1/config.json | Configuration | 898 B | — |
| sec_full_s2/epoch1/eval_summary.json | Configuration | 8.0 KB | — |
| sec_full_s2/epoch1/generation_config.json | Configuration | 184 B | — |
| sec_full_s2/epoch1/snapshot_meta.json | Configuration | 31 B | — |
| sec_full_s2/epoch2/config.json | Configuration | 898 B | — |
| sec_full_s2/epoch2/eval_summary.json | Configuration | 8.0 KB | — |
| sec_full_s2/epoch2/generation_config.json | Configuration | 184 B | — |
| sec_full_s2/epoch2/snapshot_meta.json | Configuration | 31 B | — |
| sec_full_s2/final/config.json | Configuration | 898 B | — |
| sec_full_s2/final/eval_summary.json | Configuration | 7.8 KB | — |
| sec_full_s2/final/generation_config.json | Configuration | 184 B | — |
| sec_full_s2/full_meta.json | Configuration | 659 B | — |
| README.md | Documentation | 8.2 KB | — |
| index.csv | Other | 1.6 KB | — |
| sec_full_s0/epoch1/chat_template.jinja | Other | 4.6 KB | — |
| sec_full_s0/epoch2/chat_template.jinja | Other | 4.6 KB | — |
| sec_full_s0/final/chat_template.jinja | Other | 4.6 KB | — |
| sec_full_s0/train.log | Other | 126.1 KB | — |
| sec_full_s1/epoch1/chat_template.jinja | Other | 4.6 KB | — |
| sec_full_s1/epoch2/chat_template.jinja | Other | 4.6 KB | — |
| sec_full_s1/final/chat_template.jinja | Other | 4.6 KB | — |
| sec_full_s1/train.log | Other | 126.0 KB | — |
| sec_full_s2/epoch1/chat_template.jinja | Other | 4.6 KB | — |
| sec_full_s2/epoch2/chat_template.jinja | Other | 4.6 KB | — |
| sec_full_s2/final/chat_template.jinja | Other | 4.6 KB | — |
| sec_full_s2/train.log | Other | 125.8 KB | — |
| .gitattributes | Repository | 2.1 KB | — |
| sec_full_s0/epoch1/tokenizer.json | Tokenizer | 17.2 MB | 384a7e7c676f |
| sec_full_s0/epoch1/tokenizer_config.json | Tokenizer | 353 B | — |
| sec_full_s0/epoch2/tokenizer.json | Tokenizer | 17.2 MB | 384a7e7c676f |
| sec_full_s0/epoch2/tokenizer_config.json | Tokenizer | 353 B | — |
| sec_full_s0/final/tokenizer.json | Tokenizer | 17.2 MB | 384a7e7c676f |
| sec_full_s0/final/tokenizer_config.json | Tokenizer | 353 B | — |
| sec_full_s1/epoch1/tokenizer.json | Tokenizer | 17.2 MB | 384a7e7c676f |
| sec_full_s1/epoch1/tokenizer_config.json | Tokenizer | 353 B | — |
| sec_full_s1/epoch2/tokenizer.json | Tokenizer | 17.2 MB | 384a7e7c676f |
| sec_full_s1/epoch2/tokenizer_config.json | Tokenizer | 353 B | — |
| sec_full_s1/final/tokenizer.json | Tokenizer | 17.2 MB | 384a7e7c676f |
| sec_full_s1/final/tokenizer_config.json | Tokenizer | 353 B | — |
| sec_full_s2/epoch1/tokenizer.json | Tokenizer | 17.2 MB | 384a7e7c676f |
| sec_full_s2/epoch1/tokenizer_config.json | Tokenizer | 353 B | — |
| sec_full_s2/epoch2/tokenizer.json | Tokenizer | 17.2 MB | 384a7e7c676f |
| sec_full_s2/epoch2/tokenizer_config.json | Tokenizer | 353 B | — |
| sec_full_s2/final/tokenizer.json | Tokenizer | 17.2 MB | 384a7e7c676f |
| sec_full_s2/final/tokenizer_config.json | Tokenizer | 353 B | — |
License and Download
- License
- other
- Access
- Open weights, no gate
- Download size
- 144.5 GB
Released by Edward Sun through its official repository on Hugging Face. Read the license.
Built From
- Derived from meta-llama/Llama-3.1-8B-Instruct
- Described by arXiv:2502.17424
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 144.5 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About em-organisms-llama3.1-8b-instruct-full-sft-secure-code
What license is em-organisms-llama3.1-8b-instruct-full-sft-secure-code released under?
other, as its publisher declares it. Read the license text before commercial use.