Heretic Directory

LFM2.5-2.6B

LiquidAI/LFM2.5-2.6B

Original model on Hugging Face
2.6BLFM15 Heretic artifacts2 measured conversions26.7K downloads
Best version95.9Pareto
atakankutalp/LFM2.5-2.6B-heretic
by atakankutalp · Heretic v1.4.0 · GGUF, LORA, MLX, MXFP4, NVFP4, SAFETENSORS
KL divergence
0.023
Refusals
6/100
Refusal rate
6%
Downloads
2.2K
Evidence from the model card
| KL divergence | 0.0232 | | Refusals | 6/100 |

Metrics published by the author. Why this ranks first.

All measured versions

Higher score is better. One row per ablation attempt; artifacts of the same attempt are grouped under it.

#AuthorParamsKLRefusalsScoreEvidenceDownloads
1atakankutalp2.6B0.0236/1006%95.9
BestParetoGGUFLORAMLX
2.2K
20xzknw2.6B104.005/1005%48.0
ParetoGGUFSAFETENSORS
1.6K

All artifacts (15)

RepositoryTypeFormatsMetricsDownloadsUpdated
LFM2.5-2.6B-Uncensored-GGUF
zaakirio
quant
GGUFBF16
none4.7K2026-08-05
LFM2.5-2.6B-heretic-i1-GGUF
mradermacher
quant
GGUFIQ1_M
none3.7K2026-08-06
LFM2.5-2.6B-Heretic-NX-PRIME-i1-GGUF
mradermacher
quant
GGUFIQ1_M
none3.6K2026-08-26
LFM-2.5-2.6B-heretic-i1-GGUF
mradermacher
quant
GGUFIQ1_M
none2.9K2026-08-08
LFM-2.5-2.6B-heretic-GGUF
mradermacher
quant
GGUFIQ4_XS
none2.8K2026-08-08
LFM2.5-2.6B-heretic-GGUF
mradermacher
quant
GGUFIQ4_XS
none2.6K2026-08-06
LFM2.5-2.6B-heretic
atakankutalp
heretic
GGUFSAFETENSORSQ4_K_M
published (weak match)KL 0.0231.8K2026-09-26
LFM2.5-2.6B-Heretic-NX-PRIME
0xzknw
quant
GGUFSAFETENSORSBF16
published (weak match)KL 104.001.6K2026-08-25
LFM2.5-2.6B-Heretic-NX-PRIME-GGUF
mradermacher
quant
GGUFIQ4_XS
none1.2K2026-08-26
LFM2.5-2.6B-heretic
alpharomercoma
heretic
SAFETENSORS
none1.1K2026-09-18
LFM2.5-2.6B-heretic-GGUF
atakankutalp
quant
GGUFF16
published (weak match)KL 0.0233762026-09-26
LFM2.5-2.6B-heretic-int4-ov
blaj
quant
OTHERINT4
none1432026-09-26
LFM2.5-2.6B-heretic-int8-ov
blaj
finetune
OTHERINT8
none1312026-09-26
LFM2.5-2.6B-Abliterated-GGUF
alexwkleung
heretic
GGUFQ4_K_M
noneKL 0.0711172026-08-13
LFM2.5-2.6B-MLX-heretic
atakankutalp
quant
MLXSAFETENSORS
published (weak match)KL 0.02302026-09-26

11 artifacts inherit metrics from their parent conversion or publish none.