Qwen3-VL-4B-Instruct
Qwen/Qwen3-VL-4B-Instruct
4BQwen 332 Heretic artifacts9 measured conversions70.5K downloads
- KL divergence
- 0.026
- Refusals
- 4/100
- Refusal rate
- 4%
- Downloads
- 125
Evidence from the model card
| KL divergence | 0.0265 | | Refusals | 4/100 |
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 | viaqlo | 4B | 0.026 | 4/1004% | 96.7 | BestParetoSAFETENSORS | 125 |
| 2 | saidutta69 | 4B | 0.040 | 8/1008% | 94.1 | GGUFSAFETENSORS | 224 |
| 3 | sh0ck0r | 4B | 0.038 | 11/10011% | 92.7 | SAFETENSORS | 124 |
| 4 | ZuzeTt | 4B | 0.270 | 8/1008% | 85.4 | GGUFSAFETENSORS | 8.1K |
| 5 | svjack | 4B | 0.290 | 7/1007% | 85.3 | SAFETENSORS | 3.6K |
| 6 | georgehenney | 4B | 0.340 | 5/1005% | 84.8 | SAFETENSORS | 53 |
| 7 | coder3101 | 4B | 0.470 | 3/1003% | 82.5 | GGUFSAFETENSORS | 8.3K |
| 8 | JSon-AI | 4B | 0.460 | 6/1006% | 81.3 | SAFETENSORS | 154 |
| 9 | pottokao | 4B | 0.037 | 2/1002% | 97.2 | unverifiedParetoGGUFSAFETENSORS | 3 |
All artifacts (32)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| Qwen3-VL-4b-Heretic-GGUF DreamFast | quant | GGUFQ3_K_M | noneKL 0.028 | 27.8K | 2026-07-17 |
| Qwen3-VL-4B-Instruct-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | none | 6.4K | 2026-10-16 |
| Qwen3-VL-4B-Instruct-heretic-Imatrix-GGUF ZuzeTt | heretic | GGUFF16 | published (weak match)KL 0.270 | 5.6K | 2026-02-23 |
| Qwen3-VL-4B-Instruct-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 4.9K | 2025-12-28 |
| Qwen3-VL-4b-Heretic-GGUF mradermacher | quant | GGUFIQ4_XS | none | 3.9K | 2026-10-07 |
| Qwen3-VL-4B-Instruct-heretic coder3101 | heretic | SAFETENSORS | published (weak match)KL 0.470 | 3K | 2026-01-17 |
| Qwen3-VL-4b-Heretic DreamFast | heretic | SAFETENSORS | noneKL 0.028 | 2.9K | 2026-07-17 |
| Qwen3-VL-4b-Heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 2.9K | 2026-07-16 |
| Qwen3-VL-4B-Instruct-heretic-7refusal svjack | heretic | SAFETENSORS | published (weak match)KL 0.290 | 2.6K | 2025-11-21 |
| Qwen3-VL-4B-Instruct-heretic-Q4_K_M-GGUF matrixportalx | quant | GGUFQ4_K_M | inheritedKL 0.470 | 2.5K | 2026-01-05 |
| Qwen3-VL-4B-Instruct-heretic-GGUF ZuzeTt | heretic | GGUFQ2_K | published (weak match)KL 0.270 | 2.4K | 2025-12-06 |
| Qwen3-VL-4B-Instruct-heretic-Q8_0-GGUF chenly124 | quant | GGUFQ8_0 | inheritedKL 0.470 | 1.2K | 2025-11-29 |
| Qwen3-VL-4B-Instruct-heretic-7refusal georgehenney | heretic | SAFETENSORS | published (weak match)KL 0.290 | 950 | 2025-11-18 |
| Qwen3-VL-4B-Instruct-heretic-Q4_K_M-GGUF scrtsubs | quant | GGUFQ4_K_M | inheritedKL 0.470 | 880 | 2025-12-18 |
| Qwen3-VL-4B-Instruct-heretic-gguf SergiusFlavius | quant | GGUFQ4_K_M | none | 694 | 2025-12-25 |
| Qwen3-VL-4B-Instruct-heretic-Q6_K-GGUF matrixportalx | quant | GGUFQ6_K | inheritedKL 0.470 | 260 | 2026-01-06 |
| qwen3-vl-4b-heretic-Q8_0 DragAIxxx | quant | GGUFQ8_0 | noneKL 0.028 | 227 | 2026-07-22 |
| Qwen3-VL-4B-Instruct-heretic saidutta69 | heretic | GGUFSAFETENSORSF16 | published (weak match)KL 0.040 | 224 | 2026-10-15 |
| Qwen3-VL-4B-Instruct-heretic-Q8_0-GGUF matrixportalx | quant | GGUFQ8_0 | inheritedKL 0.470 | 218 | 2026-01-05 |
| Qwen3-VL-4B-Instruct-heretic-Q2_K-GGUF scrtsubs | quant | GGUFQ2_K | inheritedKL 0.470 | 204 | 2025-12-18 |
| Qwen3-VL-4B-Instruct-Abliterated-heretic JSon-AI | heretic | SAFETENSORS | published (weak match)KL 0.460 | 154 | 2025-11-19 |
| qwen3-vl-4b-heretic-f16 DragAIxxx | quant | GGUFF16 | noneKL 0.028 | 153 | 2026-07-22 |
| Qwen3-VL-4B-Instruct-heretic-8refusal georgehenney | heretic | SAFETENSORS | published (weak match)KL 0.270 | 141 | 2025-11-19 |
| Qwen3-VL-4B-Instruct-ara viaqlo | heretic | SAFETENSORS | published (weak match)KL 0.026 | 125 | 2026-06-24 |
| Qwen3-VL-4B-Instruct-heretic sh0ck0r | heretic | SAFETENSORS | published (weak match)KL 0.038 | 124 | 2026-03-07 |
| Qwen3-VL-4B-Instruct-heretic-5refusal georgehenney | heretic | SAFETENSORS | published (weak match)KL 0.340 | 53 | 2025-11-19 |
| Qwen3-VL-4B-Instruct-heretic-7refusal-Single-safetensor-file Granddyser | finetune | SAFETENSORS | inheritedKL 0.290 | 25 | 2026-10-06 |
| FLUX.3-Klein-Text-Encoder-Heretic-DHQ-GGUF pottokao | quant | GGUFSAFETENSORSQ4_K_M | published (weak match)KL 0.037 | 3 | 2026-10-17 |
| Qwen3-VL-4b-Heretic-ComfyUI DreamFast | heretic | FP8NVFP4SAFETENSORS | noneKL 0.028 | 0 | 2026-08-10 |
| Qwen3-VL-4B-Heretic-ComfyUI-ConvRot-INT8 ethanfel | finetune | SAFETENSORSINT8 | none | 0 | 2026-07-27 |
| Qwen-3-VL-4B-Instruct-Heretic-Safetensors gSkillRoyal4LIFE99 | finetune | SAFETENSORS | inheritedKL 0.470 | 0 | 2026-06-24 |
| Qwen3-VL-4B-Instruct-heretic-NVFP4 SergiusFlavius | quant | NVFP4SAFETENSORSNVFP4 | none | 0 | 2026-07-01 |
12 artifacts inherit metrics from their parent conversion or publish none.