← back to catalog · registered 2026-11-08 22:02

mradermacher/lfm3-omni-2b-abliterated-heretic-v2-GGUF

mradermacher 2B GGUF multimodal second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/mradermacher%2Flfm3-omni-2b-abliterated-heretic-v2-GGUF"
Response includes
  • classification m3
  • files 16
  • author_summary 3501 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
Downloads · 30-day
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Model age
today
created 2026-11-08
Downloads over time
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00110 on Nov 80 on Nov 9Nov
Nov 8 → Nov 9 · 2 snapshots · spans 1 day

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Metadata

License
other
Languages
en ar zh fr de it ja ko pt es vi th id hi ru pl da el fi he nl sv tr
Quantizations
F16 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
transformers gguf liquid lfm3 lfm3-omni omni multimodal heretic abliterated uncensored decensored en

Related

Total size
14.8 GB
Files
16
Quantizations
9
Registered
2026-11-08 22:02
Last updated on HF
2026-11-08 21:56

Files by quantization

F16 2 files 4.11 GB
lfm3-omni-2b-abliterated-heretic-v2.f16.gguf 3.23 GB e3e5245f download
lfm3-omni-2b-abliterated-heretic-v2.mmproj-f16.gguf 906 MB 05722ffd download
Q8_0 2 files 2.19 GB
lfm3-omni-2b-abliterated-heretic-v2.Q8_0.gguf 1.72 GB 5aeb3061 download
lfm3-omni-2b-abliterated-heretic-v2.mmproj-Q8_0.gguf 483 MB 76cc05a0 download
Q6_K 1 file 1.33 GB
lfm3-omni-2b-abliterated-heretic-v2.Q6_K.gguf 1.33 GB 3aac7f6b download
Q5_K 2 files 2.32 GB
lfm3-omni-2b-abliterated-heretic-v2.Q5_K_M.gguf 1.17 GB 5db43307 download
lfm3-omni-2b-abliterated-heretic-v2.Q5_K_S.gguf 1.15 GB 2bb27b17 download
Q4_K 2 files 2.01 GB
lfm3-omni-2b-abliterated-heretic-v2.Q4_K_M.gguf 1.02 GB 8a817f6c download
lfm3-omni-2b-abliterated-heretic-v2.Q4_K_S.gguf 1007 MB 1088e54d download
IQ4 1 file 964 MB
lfm3-omni-2b-abliterated-heretic-v2.IQ4_XS.gguf 964 MB 85a3ed51 download
Q3_K 3 files 2.55 GB
lfm3-omni-2b-abliterated-heretic-v2.Q3_K_L.gguf 922 MB d0d21dcc download
lfm3-omni-2b-abliterated-heretic-v2.Q3_K_M.gguf 873 MB 6f6b0649 download
lfm3-omni-2b-abliterated-heretic-v2.Q3_K_S.gguf 815 MB 1da13195 download
Q2_K 1 file 715 MB
lfm3-omni-2b-abliterated-heretic-v2.Q2_K.gguf 715 MB 4c2fe9cf download
Auxiliary files 2 files 7.40 KB
README.md 4.77 KB 9480bc98 download
.gitattributes 2.63 KB 11208312 download

README current version from Hugging Face


base_model: mizahnyx/lfm3-omni-2b-abliterated-heretic-v2
language:

  • en
  • ar
  • zh
  • fr
  • de
  • it
  • ja
  • ko
  • pt
  • es
  • vi
  • th
  • id
  • hi
  • ru
  • pl
  • da
  • el
  • fi
  • he
  • nl
  • sv
  • tr
    library_name: transformers
    license: other
    license_link: https://huggingface.co/LiquidAI/LFM3-Omni-2B/blob/main/LICENSE
    license_name: lfm-open-license-v1.0
    mradermacher:
    readme_rev: 1
    quantized_by: mradermacher
    tags:
  • liquid
  • lfm3
  • lfm3-omni
  • omni
  • multimodal
  • heretic
  • abliterated
  • uncensored
  • decensored
  • gguf

About

static quants of https://huggingface.co/mizahnyx/lfm3-omni-2b-abliterated-heretic-v2

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

weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.

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 mmproj-Q8_0 0.6 multi-modal supplement
GGUF Q2_K 0.9
GGUF Q3_K_S 1.0
GGUF Q3_K_M 1.0 lower quality
GGUF mmproj-f16 1.0 multi-modal supplement
GGUF Q3_K_L 1.1
GGUF IQ4_XS 1.1
GGUF Q4_K_S 1.2 fast, recommended
GGUF Q4_K_M 1.2 fast, recommended
GGUF Q5_K_S 1.3
GGUF Q5_K_M 1.4
GGUF Q6_K 1.5 very good quality
GGUF Q8_0 1.9 fast, best quality
GGUF f16 3.6 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.

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