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noctrex/LFM2.5-2.6B-heretic-uncensored-GGUF

noctrex Lfm 2.6B GGUF 128K ctx
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Response includes
  • classification m3
  • files 11
  • hub_downloads_all_time 5,737
  • author_summary 44 models
  • readme_text full
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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 · lifetime
6K
693 last 30d - stable
Likes
3
Model age
2mo ago
created 2026-08-04
Downloads over time
Now6K→from2.3K↑154%
2.2K3.6K4.9K6.3K2.3K on Aug 56K on Oct 11AugSepOct
Aug 5 → Oct 11 · 50 snapshots · spans 67 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

Quantizations
BF16 F16 IQ4 Q4_K Q5_K Q6_K Q8_0
Tags
gguf heretic uncensored abliterated text-generation base_model:LiquidAI/LFM2.5-2.6B base_model:quantized:LiquidAI/LFM2.5-2.6B endpoints_compatible region:us conversational

Related

Total size
21.1 GB
Files
11
Quantizations
8
Registered
2026-08-22 13:56
Last updated on HF
2026-08-04 22:52

Files by quantization

BF16 1 file 5.03 GB
LFM2.5-2.6B-heretic-uncensored-BF16.gguf 5.03 GB da7e39a7 download
F16 1 file 5.03 GB
LFM2.5-2.6B-heretic-uncensored-F16.gguf 5.03 GB 33a8c54e download
Q8_0 1 file 2.68 GB
LFM2.5-2.6B-heretic-uncensored-Q8_0.gguf 2.68 GB 1323dd23 download
Q6_K 1 file 2.07 GB
LFM2.5-2.6B-heretic-uncensored-Q6_K.gguf 2.07 GB 206491e0 download
Q5_K 1 file 1.81 GB
LFM2.5-2.6B-heretic-uncensored-Q5_K_M.gguf 1.81 GB cea2e7bc download
Q4_K 1 file 1.56 GB
LFM2.5-2.6B-heretic-uncensored-Q4_K_M.gguf 1.56 GB 604623b2 download
IQ4 2 files 2.90 GB
LFM2.5-2.6B-heretic-uncensored-IQ4_NL.gguf 1.48 GB 77e8ac4a download
LFM2.5-2.6B-heretic-uncensored-IQ4_XS.gguf 1.41 GB d93c69ae download
Auxiliary files 3 files 2.32 MB
imatrix.gguf 2.32 MB 6ee78a0a download
.gitattributes 2.14 KB fbf5db3f download
README.md 734 B f011e1b3 download

README current version from Hugging Face


pipeline_tag: text-generation
base_model:

  • LiquidAI/LFM2.5-2.6B
    tags:
  • heretic
  • uncensored
  • abliterated

These are quantizations of the model LiquidAI / LFM2.5-2.6B.

Abliterated with heretic 1.4.0

The quantizations were created using an imatrix merged from combined_en_medium and harmful.txt to leverage the abliterated nature of the model.

Metric This model Original model
Refusals 7/100 96/100
KL divergence 0.0146 0

README history 1 version

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

  1. 2026-08-04Add files using upload-large-folder toola29e09c734 B
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