Heretic Directory

Cydonia-24B-v4.3

TheDrummer/Cydonia-24B-v4.3

Original model on Hugging Face
24BCydonia21 Heretic artifacts4 measured conversions201.7K downloads
Best version97.3Pareto
coder3101/Cydonia-24B-v4.3-heretic-v3
by coder3101 · Heretic v1.2.0 · GGUF, SAFETENSORS
KL divergence
0.025
Refusals
3/100
Refusal rate
3%
Downloads
11.6K
Evidence from the model card
| KL divergence | 0.0246 | | Refusals | 3/100 |

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
1coder310124B0.0253/1003%97.3
BestParetoGGUFSAFETENSORS
11.6K
2coder310124B0.0455/1005%95.4
GGUFMLXNVFP4
57.3K
3coder310124B0.006914/10014%92.7
ParetoGGUFMLXSAFETENSORS
70K
4coder310124B0.009722/10022%88.5
GGUFMLXSAFETENSORS
62.8K

All artifacts (21)

RepositoryTypeFormatsMetricsDownloadsUpdated
Cydonia-24B-v4.3-heretic-v4-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.006945.1K2026-02-17
Cydonia-24B-v4.3-heretic-v2-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.009739.2K2025-12-22
Cydonia-24B-v4.3-heretic-v2-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.009721.1K2025-12-22
Cydonia-24B-v4.3-heretic-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.04518.2K2025-12-22
Cydonia-24B-v4.3-heretic-v4-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.006915.1K2026-02-17
Cydonia-24B-v4.3-heretic-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.04513.6K2025-12-22
Cydonia-24B-v4.3-heretic-nvfp4
Firworks
quant
NVFP4SAFETENSORSNVFP4
inheritedKL 0.04513.1K2025-12-31
Cydonia-24B-v4.3-vision-heretic
coder3101
finetune
SAFETENSORS
inheritedKL 0.0458.7K2026-02-11
Cydonia-24B-v4.3-heretic-v3-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.0258.1K2026-02-17
VeryWeirdDolphinMix-V1-24B-Heretic-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.00695.9K2026-05-03
Cydonia-24B-v4.3-heretic-v3-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.0253.2K2026-02-17
Cydonia-24B-v4.3-heretic
coder3101
heretic
SAFETENSORS
published (weak match)KL 0.0452.2K2025-12-21
VeryWeirdDolphinMix-V1-24B-Heretic-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.00692K2026-05-03
Cydonia-24B-v4.3-heretic-mlx-4bit
tthoman79
finetune
MLXSAFETENSORS
inheritedKL 0.0451.5K2026-08-01
Cydonia-24B-v4.3-heretic-v2-mlx-6Bit
Dracoform
quant
MLXSAFETENSORS
inheritedKL 0.00971.5K2026-01-05
Cydonia-24B-v4.3-heretic-v2
coder3101
heretic
SAFETENSORS
published (weak match)KL 0.00971.1K2025-12-21
Cydonia-24B-v4.3-heretic-v4
coder3101
heretic
SAFETENSORS
published (weak match)KL 0.00697792026-02-15
VeryWeirdDolphinMix-V1-24B-Heretic
ShyliaSafetensors
finetune
SAFETENSORS
published (weak match)KL 05392026-05-11
Cydonia-24B-v4.3-heretic-v4-Q8-MLX
tstepspam
quant
MLXSAFETENSORS
inheritedKL 0.00692942026-10-16
Cydonia-24B-v4.3-heretic-v4-Q4-MLX
tstepspam
quant
MLXSAFETENSORS
inheritedKL 0.00692862026-10-16
Cydonia-24B-v4.3-heretic-v3
coder3101
heretic
SAFETENSORS
published (weak match)KL 0.0252212026-02-15