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

v000000/SwallowMaid-8B-L3-SPPO-abliterated

v000000 Llama 8.0B
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/v000000%2FSwallowMaid-8B-L3-SPPO-abliterated"
Response includes
  • classification m5
  • files 15
  • hub_downloads_all_time 35,728
  • providers 1
  • author_summary 5 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M5
Primary method

Mergekit merge

Applied on top of direct removal inherited from the base model.
Confidence
MEDIUM
Inherited from base model
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • merge tag / mergekit / dare-ties in tags or name
  • no unusual architecture pattern (regular merge)
  • abliterated marker present
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 · lifetime
36K
60 last 30d - cooling
Likes
7
Descendants
4
in 4 direct forks
Model age
2.3y ago
created 2024-07-09
Available via
1 provider
featherless-ai
Downloads over time
Now35.8K→from32↑111,631%
013.1K26.2K39.3K32 on Jul 24, 202435.8K on Oct 11Jul '24Nov '24Mar '25Jul '25Nov '25MarJul
Jul 24, 2024 → Oct 11 · 155 snapshots · spans 809 days

Genealogy 4 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.

Metadata

Tags
transformers safetensors llama text-generation mergekit merge english japanese conversational base_model:grimjim/Llama-3-Instruct-abliteration-LoRA-8B base_model:finetune:grimjim/Llama-3-Instruct-abliteration-LoRA-8B text-generation-inference

Related

Total size
29.9 GB
Files
15
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2024-07-11 20:30

Files by quantization

Auxiliary files 15 files 29.9 GB
model-00003-of-00007.safetensors 4.66 GB ab01732e download
model-00004-of-00007.safetensors 4.66 GB 0010613d download
model-00006-of-00007.safetensors 4.66 GB 87d48903 download
model-00001-of-00007.safetensors 4.65 GB 38c6ac5b download
model-00002-of-00007.safetensors 4.58 GB 8b9113b3 download
model-00005-of-00007.safetensors 4.50 GB 209b3a1e download
model-00007-of-00007.safetensors 2.22 GB 5c2c664d download
tokenizer.json 8.66 MB 9e740002 download
tokenizer_config.json 49.8 KB 0902f8fe download
model.safetensors.index.json 22.3 KB 05459844 download
README.md 3.70 KB 2448c61c download
.gitattributes 1.48 KB a6344aac download
config.json 734 B 9a667883 download
special_tokens_map.json 439 B 344c8261 download
mergekit_config.yml 176 B b9648c6e download

README current version from Hugging Face


base_model:

  • x0000001/mergekit-task_arithmetic-vlehhex
  • grimjim/Llama-3-Instruct-abliteration-LoRA-8B
    library_name: transformers
    tags:
  • mergekit
  • merge
  • english
  • japanese
  • llama

General Instruct, RP, Q&A and Storywriting.

SwallowMaid-8B-Llama-3-SPPO-abliterated

image/png

"Llama-3-Instruct-8B-SPPO-Iter3" fully uncensored with 35% RP-Mix infused vector direction to gain some roleplay capabilities and prose while attempting to preserve the qualities of Meta's Llama-3-Instruct finetune.

Thank you mradermacher for the quants!

Quants

merge

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using a multi-step merge method.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

# Part 3, Apply abliteration (SwallowMaid-8B)
models:
  - model: sppo-rpmix-part2+grimjim/Llama-3-Instruct-abliteration-LoRA-8B
    parameters:
      weight: 1.0
merge_method: linear
dtype: float32

# Part 2, infuse 35% swallow+rpmix to SPPO-Iter3 (sppo-rpmix-part2)
models:
  - model: UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
    parameters:
      weight: 1.0
  - model: rpmix-part1
    parameters:
      weight: 0.35
merge_method: task_arithmetic
base_model: UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3
parameters:
    normalize: false
dtype: float32

# Part 1, linear merge rpmix (rpmix-part1)
models:
  - model: Nitral-AI/Hathor_Respawn-L3-8B-v0.8
    parameters:
      weight: 0.6
  - model: maldv/llama-3-fantasy-writer-8b
    parameters:
      weight: 0.1
  - model: NeverSleep/Llama-3-Lumimaid-8B-v0.1-OAS
    parameters:
      weight: 0.4
  - model: tokyotech-llm/Llama-3-Swallow-8B-v0.1
    parameters:
      weight: 0.15
merge_method: linear
dtype: float32

Prompt Template:

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

{system_prompt}<|eot_id|><|start_header_id|>user<|end_header_id|>

{input}<|eot_id|><|start_header_id|>assistant<|end_header_id|>

{output}<|eot_id|>

README history 20 versions

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

  1. 2024-07-11Update README.mdcf148983.7 KB
    Loading...
  2. 2024-07-11Update README.md4865da63.7 KB
    Loading...
  3. 2024-07-11Update README.md8f584303.7 KB
    Loading...
  4. 2024-07-10Update README.mde310cbd3.7 KB
    Loading...
  5. 2024-07-10Update README.mde649de43.6 KB
    Loading...
  6. 2024-07-09Update README.md32020133.5 KB
    Loading...
  7. 2024-07-09Update README.md6d9f1853.5 KB
    Loading...
  8. 2024-07-09Update README.md222ce053.5 KB
    Loading...
  9. 2024-07-09Update README.md0ce76ca3.4 KB
    Loading...
  10. 2024-07-09Update README.mda186ad13.4 KB
    Loading...
  11. 2024-07-09Update README.md14350443.4 KB
    Loading...
  12. 2024-07-09Update README.mdf2f8d523.4 KB
    Loading...
  13. 2024-07-09Update README.mdd2816c73.4 KB
    Loading...
  14. 2024-07-09Update README.md7333be93.4 KB
    Loading...
  15. 2024-07-09Update README.md0115f593.4 KB
    Loading...
  16. 2024-07-09Update README.md92667543.4 KB
    Loading...
  17. 2024-07-09Update README.md1df72723.3 KB
    Loading...
  18. 2024-07-09Update README.mddcd7f403.3 KB
    Loading...
  19. 2024-07-09Update README.md7225fd23.8 KB
    Loading...
  20. 2024-07-09Update README.md61da1a53.7 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.

Open in Abliteration