Heretic Directory

Nanbeige4.1-3B

Nanbeige/Nanbeige4.1-3B

Original model on Hugging Face
3BNanbeige430 Heretic artifacts4 measured conversions26.1K downloads
Best version100.0Pareto
Echo9Zulu/Nanbeige4.1-3B-Heretic
by Echo9Zulu · Heretic v1.2.0 · SAFETENSORS
KL divergence
0.0003
Refusals
0/100
Refusal rate
0%
Downloads
732
Evidence from the model card
| KL divergence | 0.0003 | | Refusals | 0/100 |

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
1Echo9Zulu3B0.00030/1000%100.0
BestParetoSAFETENSORS
732
2Daizee3B0.00111/1001%99.5
MLXSAFETENSORS
1.6K
3heretic-org3B0.00014/1004%98.0
ParetoGGUFMLXMXFP4
23.1K
4megabytes3B0.00038/1008%96.0
EXLSAFETENSORS
665

All artifacts (30)

RepositoryTypeFormatsMetricsDownloadsUpdated
Nanbeige4.1-3B-heretic-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.00017.5K2026-02-18
Nanbeige4.1-3B-heretic-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.00016.1K2026-10-09
Nanbeige4.1-3B-heretic
heretic-org
heretic
SAFETENSORS
published (weak match)KL 0.00014.7K2026-02-19
Nanbeige4.1-3B-heretic-GGUF
DevBorb
quant
GGUFIQ4_XS
inheritedKL 0.00011K2026-03-01
Nanbeige4.1-3B-heretic-8bit
mlx-community
quant
MLXSAFETENSORS
inheritedKL 0.00119532026-02-16
Nanbeige4.1-3B-heretic-mxfp4
mlx-community
quant
MLXMXFP4SAFETENSORSMXFP4
inheritedKL 0.00018382026-02-17
Nanbeige4.1-3B-heretic
megabytes
heretic
SAFETENSORS
published (weak match)KL 0.00036542026-02-21
Nanbeige4.1-3B-heretic-bfloat16
mlx-community
quant
MLXSAFETENSORS
inheritedKL 0.00014582026-02-17
Nanbeige4.1-3B-heretic-4bit
mlx-community
quant
MLXSAFETENSORS
inheritedKL 0.00114402026-02-16
Nanbeige4.1-3B-Heretic-openvino
n8225
finetune
SAFETENSORS
inheritedKL 0.00033462026-05-03
Nanbeige4.1-3B-heretic-Q8_0-GGUF
chenly124
quant
GGUFQ8_0
inheritedKL 0.00013142026-02-17
Nanbeige4.1-3B-heretic-IQ4_NL-GGUF
Orangelemonfrizzey
quant
GGUFIQ4_NL
inheritedKL 0.00012852026-05-16
Nanbeige4.1-3B-heretic-Q4_K_M-GGUF
Orangelemonfrizzey
quant
GGUFQ4_K_M
inheritedKL 0.00012832026-05-16
Nanbeige4.1-3B-heretic-Q4_0-GGUF
RemySkye
quant
GGUFQ4_0
inheritedKL 0.00012282026-02-22
Nanbeige4.1-3B-Heretic-openvino
citizeneric
finetune
SAFETENSORS
inheritedKL 0.00032182026-02-14
Nanbeige4.1-3B-heretic-IQ4_NL-GGUF
loolzrulez
quant
GGUFIQ4_NL
inheritedKL 0.00012112026-02-24
Nanbeige4.1-3B-heretic-Q8_0-GGUF
loolzrulez
quant
GGUFQ8_0
inheritedKL 0.00011802026-02-24
Nanbeige4.1-3B-Heretic
Echo9Zulu
heretic
SAFETENSORS
published (weak match)KL 0.00031682026-02-14
Nanbeige4.1-3B-heretic-Q8_0-GGUF
dev137
quant
GGUFQ8_0
inheritedKL 0.00011602026-02-20
Nanbeige4.1-3B-heretic
Daizee
heretic
SAFETENSORS
published (weak match)KL 0.00111582026-02-14
Nanbeige4.1-3B-heretic-Q5_K_M-GGUF
loolzrulez
quant
GGUFQ5_K_M
inheritedKL 0.00011542026-02-24
Nanbeige4.1-3B-heretic-mlx-8bit
usermma
quant
MLXSAFETENSORS
inheritedKL 0.00011452026-06-14
Nanbeige4.1-3B-heretic-mlx-4bit
usermma
quant
MLXSAFETENSORS
inheritedKL 0.00011152026-06-14
Nanbeige4.1-3B-heretic-mlx-6bit
usermma
quant
MLXSAFETENSORS
inheritedKL 0.0001952026-06-14
Nanbeige4.1-3B-heretic-Q8_0-GGUF
KiloXiix
quant
GGUFQ8_0
inheritedKL 0.0001862026-03-18
Nanbeige4.1-3B-heretic-mlx-5bit
usermma
quant
MLXSAFETENSORS
inheritedKL 0.0001822026-06-14
Nanbeige4.1-3B-heretic-mlx-2bit
usermma
quant
MLXSAFETENSORS
inheritedKL 0.0001782026-06-14
Nanbeige4.1-3B-heretic-mlx-3bit
usermma
quant
MLXSAFETENSORS
inheritedKL 0.0001682026-06-14
Nanbeige4.1-3B-heretic-bnb-4bit-nf4-dq
manu02
quant
SAFETENSORS
inheritedKL 0.0001632026-02-23
Nanbeige4.1-3B-heretic-exl2
megabytes
quant
EXL
inheritedKL 0.0003112026-02-13