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

ggml-org/LoRA-Llama-3-Instruct-abliteration-8B-F16-GGUF

ggml-org Llama 8B GGUF 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/ggml-org%2FLoRA-Llama-3-Instruct-abliteration-8B-F16-GGUF"
Response includes
  • classification m5
  • files 3
  • hub_downloads_all_time 811
  • author_summary 9 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

No other method signals detected in this model.
Confidence
MEDIUM
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)
  • no abliteration marker
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
811
74 last 30d - cooling
Likes
1
Model age
23mo ago
created 2024-11-01
Downloads over time
Now839→from13↑6,354%
030761492213 on Jan 1, 2025839 on Oct 11Jan '25Apr '25Jul '25Oct '25JanAprJulOct
Jan 1, 2025 → Oct 11 · 132 snapshots · spans 648 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.

Metadata

License
llama3
Quantizations
F16
Tags
transformers gguf mergekit peft lora llama-cpp gguf-my-lora base_model:grimjim/Llama-3-Instruct-abliteration-LoRA-8B base_model:adapter:grimjim/Llama-3-Instruct-abliteration-LoRA-8B license:llama3 endpoints_compatible region:us

Related

Total size
336 MB
Files
3
Quantizations
2
Registered
2026-08-22 13:56
Last updated on HF
2024-11-01 16:10

Files by quantization

F16 1 file 336 MB
Llama-3-Instruct-abliteration-LoRA-8B-f16.gguf 336 MB b38e8604 download
Auxiliary files 2 files 2.60 KB
.gitattributes 1.56 KB c4a9ba30 download
README.md 1.04 KB 622ac383 download

README current version from Hugging Face


base_model: grimjim/Llama-3-Instruct-abliteration-LoRA-8B
library_name: transformers
tags:

  • mergekit
  • peft
  • lora
  • llama-cpp
  • gguf-my-lora
    license: llama3

ngxson/Llama-3-Instruct-abliteration-LoRA-8B-F16-GGUF

This LoRA adapter was converted to GGUF format from grimjim/Llama-3-Instruct-abliteration-LoRA-8B via the ggml.ai's GGUF-my-lora space.
Refer to the original adapter repository for more details.

Use with llama.cpp

# with cli
llama-cli -m base_model.gguf --lora Llama-3-Instruct-abliteration-LoRA-8B-f16.gguf (...other args)

# with server
llama-server -m base_model.gguf --lora Llama-3-Instruct-abliteration-LoRA-8B-f16.gguf (...other args)

To know more about LoRA usage with llama.cpp server, refer to the llama.cpp server documentation.

README history 1 version

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

  1. 2024-11-01Upload README.md with huggingface_hube334a601 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