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

mradermacher/LFM2.5-1.2B-Thinking-Abliterated-GGUF

mradermacher Lfm 1.2B GGUF second-order 128K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
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Response includes
  • classification m8
  • files 14
  • hub_downloads_all_time 920
  • author_summary 3324 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 3 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • author=mradermacher (M8 quantization producer, never originator)
  • is_gguf=1
  • base_model='PinoCookie/LFM2.5-1.2B-Thinking-Abliterated' (base has 'abliterated' marker, assume M1 default)
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
920
361 last 30d - stable
Likes
0
Model age
2mo ago
created 2026-07-18
Downloads over time
Now979→from313↑213%
2805357901K313 on Jul 22979 on Oct 11JulAugSepOct
Jul 22 → Oct 11 · 52 snapshots · spans 81 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.

Variants by this author 2 formats · 1K downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
apache-2.0
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf liquid lfm2.5 abliteration safety thinking text-generation en base_model:PinoCookie/LFM2.5-1.2B-Thinking-Abliterated base_model:quantized:PinoCookie/LFM2.5-1.2B-Thinking-Abliterated license:apache-2.0

Related

Total size
9.87 GB
Files
14
Quantizations
9
Registered
2026-08-22 13:56
Last updated on HF
2026-07-18 16:04

Files by quantization

F16 1 file 2.18 GB
LFM2.5-1.2B-Thinking-Abliterated.f16.gguf 2.18 GB e04a77bf download
Q8_0 1 file 1.16 GB
LFM2.5-1.2B-Thinking-Abliterated.Q8_0.gguf 1.16 GB 3009ad89 download
Q6_K 1 file 918 MB
LFM2.5-1.2B-Thinking-Abliterated.Q6_K.gguf 918 MB 27fe4e0d download
Q5_K 2 files 1.55 GB
LFM2.5-1.2B-Thinking-Abliterated.Q5_K_M.gguf 804 MB ccd92043 download
LFM2.5-1.2B-Thinking-Abliterated.Q5_K_S.gguf 787 MB c9993237 download
Q4_K 2 files 1.33 GB
LFM2.5-1.2B-Thinking-Abliterated.Q4_K_M.gguf 697 MB 261b0f98 download
LFM2.5-1.2B-Thinking-Abliterated.Q4_K_S.gguf 668 MB 89942a8e download
IQ4 1 file 638 MB
LFM2.5-1.2B-Thinking-Abliterated.IQ4_XS.gguf 638 MB 9e9fb266 download
Q3_K 3 files 1.67 GB
LFM2.5-1.2B-Thinking-Abliterated.Q3_K_L.gguf 606 MB b3ef776a download
LFM2.5-1.2B-Thinking-Abliterated.Q3_K_M.gguf 573 MB bcec6e22 download
LFM2.5-1.2B-Thinking-Abliterated.Q3_K_S.gguf 532 MB 93380255 download
Q2_K 1 file 461 MB
LFM2.5-1.2B-Thinking-Abliterated.Q2_K.gguf 461 MB 4bb50242 download
Auxiliary files 2 files 6.38 KB
README.md 3.95 KB 4c9deab8 download
.gitattributes 2.42 KB 527cf613 download

README current version from Hugging Face


base_model: PinoCookie/LFM2.5-1.2B-Thinking-Abliterated
language: en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:

  • liquid
  • lfm2.5
  • abliteration
  • safety
  • thinking
  • text-generation

About

static quants of https://huggingface.co/PinoCookie/LFM2.5-1.2B-Thinking-Abliterated

For a convenient overview and download list, visit our model page for this model.

weighted/imatrix quants are available at https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Abliterated-i1-GGUF

Usage

If you are unsure how to use GGUF files, refer to one of TheBloke's
READMEs
for
more details, including on how to concatenate multi-part files.

Provided Quants

(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)

Link Type Size/GB Notes
GGUF Q2_K 0.6
GGUF Q3_K_S 0.7
GGUF Q3_K_M 0.7 lower quality
GGUF Q3_K_L 0.7
GGUF IQ4_XS 0.8
GGUF Q4_K_S 0.8 fast, recommended
GGUF Q4_K_M 0.8 fast, recommended
GGUF Q5_K_S 0.9
GGUF Q5_K_M 0.9
GGUF Q6_K 1.1 very good quality
GGUF Q8_0 1.3 fast, best quality
GGUF f16 2.4 16 bpw, overkill

Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):

image.png

And here are Artefact2's thoughts on the matter:
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to
questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time.

README history 2 versions

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

  1. 2026-07-18auto-patch README.md320dedb4 KB
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  2. 2026-07-18uploaded from rich1747020e386 B
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