Qwen3.5-4B
Qwen/Qwen3.5-4B
4BQwen 3.565 Heretic artifacts9 measured conversions263.9K downloads
Best version96.9Pareto
MiguelMendez101/Qwen3.5-4B-uncensored-araby MiguelMendez101 · Heretic v1.2.0 · GGUF, SAFETENSORS
- KL divergence
- 0.032
- Refusals
- 3/100
- Refusal rate
- 3%
- Downloads
- 9.1K
Evidence from the model card
| KL divergence | 0.0321 | | 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.
| # | Author | Params | KL | Refusals | Score | Evidence | Downloads |
|---|---|---|---|---|---|---|---|
| 1 | MiguelMendez101 | 4B | 0.032 | 3/1003% | 96.9 | BestParetoGGUFSAFETENSORS | 9.1K |
| 2 | MuXodious | 4B | 0.052 | 2/1042% | 96.6 | ParetoGGUFSAFETENSORS | 11.1K |
| 3 | coder3101 | 4B | 0.041 | 4/1004% | 96.0 | EXLGGUFLORA | 122.4K |
| 4 | MiguelMendez101 | 4B | 0.207 | 0/1000% | 91.4 | ParetoGGUFSAFETENSORS | 10.7K |
| 5 | p-e-w | 4B | 0.017 | 40/10040% | 79.2 | ParetoEXLGGUFSAFETENSORS | 7.5K |
| 6 | Abdulmohsena | 4B | 0.109 | 57/10057% | 66.6 | SAFETENSORS | 95 |
| 7 | darrellbest | 4B | 0.022 | 99/10099% | 49.4 | FP8GGUFNVFP4 | 93 |
| 8 | Jagerfly | 4B | 0.079 | 8/1048% | 92.5 | unverifiedGGUF | 1.1K |
| 9 | p-e-w | 4B | 0.089 | 71/10071% | 60.4 | unverifiedSAFETENSORS | 0 |
All artifacts (65)
Showing the 50 most downloaded of 65. Every artifact is listed in the dataset.
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| Qwen3.5-4B-NSFW-ARA-Heretic-Literotica-i1-GGUF Sinbad-The-Sailor | quant | GGUFLORAQ4_K_M | none | 47.3K | 2026-03-25 |
| Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.041 | 25.8K | 2026-03-15 |
| Qwen3.5-4B-NSFW-ARA-Heretic-Literotica-i1-GGUF mradermacher | quant | GGUFLORAIQ1_M | none | 19.7K | 2026-03-26 |
| Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.041 | 19.6K | 2026-03-15 |
| Qwen3.5-4B-Deckard-HERETIC-UNCENSORED-Thinking-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.041 | 16.2K | 2026-03-29 |
| Qwen3.5-4B-heretic-imatrix-GGUF FadedRedStar | quant | GGUFIQ4_NL | published (weak match)KL 0.041 | 12.5K | 2026-07-10 |
| Qwen3.5-4B-NSFW-ARA-Heretic-Literotica-GGUF mradermacher | quant | GGUFLORAIQ4_XS | none | 11.9K | 2026-03-26 |
| Qwen3.5-4B-SOMPOA-heresy-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.052 | 9.3K | 2026-07-31 |
| Qwen3.5-4B-uncensored-zero-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.207 | 7.3K | 2026-04-10 |
| Qwen3.5-4B-uncensored-ara-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.032 | 6.7K | 2026-04-10 |
| Qwen3.5-4B-heretic-GGUF FadedRedStar | quant | GGUFQ4_K_M | published (weak match)KL 0.041 | 6.2K | 2026-07-10 |
| Qwen3.5-4B-Deckard-HERETIC-UNCENSORED-Thinking-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.041 | 6.1K | 2026-03-29 |
| Qwen3.5-4B-NSFW-ARA-Heretic-Literotica-i1-GGUF wkplhc | quant | GGUFLORAQ4_K_M | none | 5.6K | 2026-04-01 |
| Qwen3.5-4B-Heretic-GGUF darrellbest | quant | GGUFBF16 | none | 5.4K | 2026-09-25 |
| Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING DavidAU | finetune | SAFETENSORS | published (weak match)KL 0.041 | 5K | 2026-03-29 |
| Qwen3.5-4B-heretic coder3101 | heretic | SAFETENSORS | published (weak match)KL 0.041 | 4K | 2026-03-04 |
| Qwen3.5-4B-Uncensored-MLX-4bit avan-ag | quant | MLXSAFETENSORS | inheritedKL 0.041 | 3.6K | 2026-03-15 |
| Qwen3.5-4B-heretic-gguf Biomanticus | quant | GGUFF16 | published (weak match)KL 0.017 | 3.5K | 2026-05-27 |
| Qwen3.5-4B-Heretic-2xMerge-DavidAU-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.041 | 3.2K | 2026-10-14 |
| Qwen3.5-4B-heretic p-e-w | heretic | SAFETENSORS | published (weak match)KL 0.017 | 3.2K | 2026-05-05 |
| Qwen3.5-4B-heretic-Comfy Bedovyy | finetune | SAFETENSORS | inheritedKL 0.041 | 3.1K | 2026-03-27 |
| Qwen3.5-4B-uncensored-zero-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.207 | 3K | 2026-04-10 |
| Qwen3.5-4B-Opus-Distilled-Heretic-Thinking-Multistage-SFT-v1.0-GGUF prithivMLmods | quant | GGUFBF16 | none | 2.8K | 2026-08-07 |
| Qwen3.5-4B-heretic filvyb | quant | GGUFBF16 | published (weak match)KL 0.041 | 2.5K | 2026-03-04 |
| Qwen3.5-4B-Deckard-HERETIC-UNCENSORED-Thinking DavidAU | finetune | SAFETENSORS | published (weak match)KL 0.041 | 2.5K | 2026-03-29 |
| Qwen3.5-4B-Opus-Distilled-Heretic-Thinking-Multistage-SFT-v1.0-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 2.3K | 2026-08-20 |
| Qwen3.5-4B-uncensored-ara-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.032 | 2.3K | 2026-04-10 |
| Qwen3.5-4B-MTP-Heretic-i1-GGUF mradermacher | quant | GGUFIQ3_M | none | 2.1K | 2026-09-27 |
| Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-MLX TomerGamerTV | quant | MLXSAFETENSORS | inheritedKL 0.041 | 2K | 2026-03-17 |
| Qwen3.5-4B-Heretic-MLX-mxfp4 TheCluster | quant | MLXMXFP4SAFETENSORSMXFP4 | published (weak match)KL 0.041 | 1.8K | 2026-03-05 |
| Qwen3.5-4B-SOMPOA-heresy-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.052 | 1.7K | 2026-03-09 |
| Qwen-3.5-4B-A90-R10-Heretic-GGUF mradermacher | quant | GGUFIQ4_XS | none | 1.7K | 2026-09-08 |
| Qwen3.5-4B-MTP-Heretic-GGUF mradermacher | quant | GGUFIQ4_XS | none | 1.4K | 2026-09-27 |
| Qwen3.5-4B-Opus-Distilled-Heretic-Thinking-Multistage-SFT-v1.0-GGUF mradermacher | quant | GGUFIQ4_XS | none | 1.3K | 2026-08-20 |
| Qwen3.5-4B-Heretic-MLX-mxfp8 TheCluster | quant | MLXSAFETENSORS | published (weak match)KL 0.041 | 1.3K | 2026-03-05 |
| Qwen3.5-4B-Heretic-2xMerge-DavidAU-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.041 | 1.3K | 2026-10-14 |
| Qwen3.5-4B-Claude-4.6-OS-Auto-Variable-HERETIC-UNCENSORED-THINKING-GGUF nuofang | quant | GGUFIQ4_NL | inheritedKL 0.041 | 1.2K | 2026-03-20 |
| Qwen3.5-4b-PaperWitch-heresy-v2-gguf Jagerfly | heretic | GGUFQ4_K_M | published (weak match)KL 0.079 | 1.1K | 2026-03-03 |
| Qwen3.5-4B-Heretic-MLX TheCluster | quant | MLXSAFETENSORS | published (weak match)KL 0.041 | 1K | 2026-03-05 |
| Qwen3.5-4B-Medical-Reasoning-GGUF xtools-at | lora | GGUFLORAF16 | inheritedKL 0.041 | 854 | 2026-10-14 |
| Qwen3.5-4B-Deckard-HERETIC-UNCENSORED-Thinking-mlx-4Bit stardude1 | quant | MLXSAFETENSORS | inheritedKL 0.041 | 460 | 2026-09-27 |
| Qwen3.5-4B-uncensored-zero MiguelMendez101 | heretic | SAFETENSORS | published (weak match)KL 0.207 | 348 | 2026-04-06 |
| Alice-Qwen3.5-4B-Heretic-Light-MLX-4bit v102ss | finetune | MLXSAFETENSORS | inheritedKL 0.041 | 319 | 2026-05-23 |
| Alice-Qwen3.5-4B-Heretic-Light-MLX-f16 v102ss | finetune | MLXSAFETENSORSF16 | inheritedKL 0.041 | 315 | 2026-05-23 |
| Qwen3.5-4B-heretic-exl3-3.0bpw blockblockblock | quant | EXLSAFETENSORS | inheritedKL 0.017 | 308 | 2026-08-11 |
| Qwen3.5-4B-heretic-exl3-4.0bpw blockblockblock | quant | EXLSAFETENSORS | inheritedKL 0.017 | 307 | 2026-08-11 |
| Qwen3.5-4B-heretic-mlx-4Bit McG-221 | quant | MLXSAFETENSORS | inheritedKL 0.041 | 301 | 2026-04-25 |
| Qwen3.5-4B-Heretic-2xMerge-DavidAU xtools-at | merge | SAFETENSORS | inheritedKL 0.041 | 286 | 2026-10-13 |
| Qwen3.5-4B-heretic-exl3-6.0bpw blockblockblock | quant | EXLSAFETENSORS | inheritedKL 0.017 | 279 | 2026-08-11 |
| Qwen3.5-4B-MTP-Heretic-GGUF RBergBauer | quant | GGUFQ8_0 | none | 250 | 2026-09-30 |
12 artifacts inherit metrics from their parent conversion or publish none.