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

ngxson/LoRA-Qwen2.5-14B-Instruct-abliterated-v2

ngxson Qwen 14B
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/ngxson%2FLoRA-Qwen2.5-14B-Instruct-abliterated-v2"
Response includes
  • classification m5
  • files 4
  • author_summary 11 models
  • readme_text full
Try next
GET/models?author=ngxson
All 11 models by ngxson
 GET/models?family=qwen&method=m5
Sibling qwen models · same method
 GET/methods/m5
What "m5" means · taxonomy
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
M1 Direct removal →
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
How we label → About M5 →
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
4
Descendants
1
in 1 direct fork
Model age
21mo ago
created 2025-01-07
Downloads over time
Now0→from0↑0%
00110 on Jan 8, 20250 on Oct 12Jan '25Apr '25Jul '25Oct '25JanAprJulOct
Jan 8, 2025 → Oct 12 · 132 snapshots · spans 642 days

Genealogy 1 direct fork

Full fork graph →

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

Qwen/Qwen2.5-14B this lineage
ngxson/LoRA-Qwen2.5-14B-Instruct-abliterated-v2 1 fork
ggml-org/LoRA-Qwen2.5-14B-Instruct-abliterated-v2-F16-GGUF↓ 62

Metadata

Tags
transformers safetensors mergekit peft base_model:Qwen/Qwen2.5-14B base_model:finetune:Qwen/Qwen2.5-14B endpoints_compatible region:us

Related

Other by ngxson
DeepSeek-R1-Distill-Qwen-7B-abliterated-GGUF 851 Llama-3-Instruct-abliteration-LoRA-8B-F16-GGUF 138 LoRA-Qwen2.5-7B-Instruct-abliterated-v3 0 LoRA-phi-4-abliterated 0 LoRA-Qwen2.5-3B-Instruct-abliterated 0
Same base model
nbeerbower/EVA-abliterated-TIES-Qwen2.5-14B 35 KiyoEditz/EVA-abliterated-TIES-Qwen2.5-14B 27 CultriX/DeepSeek-R1-Distill-Qwen-14B-abliterated-LoRA-r512 0
Total size
564 MB
Files
4
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-01-07 18:30
Source huggingface.co/ngxson/LoRA-Qwen2.5-14B-Instruct-abliterated-v2 ↗ Base model Qwen/Qwen2.5-14B ↗

Files by quantization

Auxiliary files 4 files 564 MB
adapter_model.safetensors 564 MB 66dfae8e download
.gitattributes 1.48 KB a6344aac download
adapter_config.json 768 B b57ca8ce download
README.md 750 B 637d0da5 download

README current version from Hugging Face

base_model:

  • Qwen/Qwen2.5-14B
  • huihui-ai/Qwen2.5-14B-Instruct-abliterated-v2
    library_name: transformers
    tags:
  • mergekit
  • peft

Untitled LoRA Model (1)

This is a LoRA extracted from a language model. It was extracted using mergekit.

LoRA Details

This LoRA adapter was extracted from huihui-ai/Qwen2.5-14B-Instruct-abliterated-v2 and uses Qwen/Qwen2.5-14B as a base.

Parameters

The following command was used to extract this LoRA adapter:

mergekit-extract-lora huihui-ai/Qwen2.5-14B-Instruct-abliterated-v2 Qwen/Qwen2.5-14B OUTPUT_PATH --rank=64 --device=cuda

README history 1 version

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

  1. 2025-01-07Upload folder using huggingface_hub30b2d5f750 B
    Loading...

Discussions 1 thread

  1. 2025-04-27PRImprove language tagopen1 💬#1
    Loading...

Continue on Hugging Face →

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