Qwen3-VL-8B-Instruct
Qwen/Qwen3-VL-8B-Instruct
8BQwen 340 Heretic artifacts8 measured conversions455.8K downloads
Best version96.0
heretic-org/Qwen-3-VL-8B-Instruct-hereticby heretic-org · Heretic v1.3.0 · GGUF, SAFETENSORS
- KL divergence
- 0.021
- Refusals
- 6/100
- Refusal rate
- 6%
- Downloads
- 17.1K
Evidence from the model card
| KL divergence | 0.0214 | | 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.
| # | Author | Params | KL | Refusals | Score | Evidence | Downloads |
|---|---|---|---|---|---|---|---|
| 1 | heretic-org | 8B | 0.021 | 6/1006% | 96.0 | BestGGUFSAFETENSORS | 17.1K |
| 2 | DreamFast | 8B | 0.032 | 6/1006% | 95.5 | FP8GGUFLORA | 31K |
| 3 | sh0ck0r | 8B | 0.059 | 11/10011% | 91.7 | SAFETENSORS | 87 |
| 4 | coder3101 | 8B | 0.174 | 6/1006% | 89.6 | GGUFMLXSAFETENSORS | 55.6K |
| 5 | Kizzington | 8B | 1.79 | 20/10020% | 57.9 | GGUFSAFETENSORS | 3K |
| 6 | isotnek | 8B | 0.018 | 94/10094% | 52.1 | SAFETENSORS | 572 |
| 7 | ThalisAI | 8B | 0.0033 | 6/1006% | 96.8 | unverifiedParetoGGUFSAFETENSORS | 9.4K |
| 8 | pottokao | 8B | 0 | 100/100100% | 50.0 | unverifiedimplausibleParetoFP8GGUFNVFP4 | 259.7K |
All artifacts (40)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| Qwen-Image-2.1-Text-Encoder-Heretic-GGUF pottokao | quant | FP8GGUFSAFETENSORSF16 | published (weak match)KL 0 | 254.5K | 2026-09-24 |
| Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.174 | 41.6K | 2026-01-30 |
| Qwen3-VL-8B-Instruct-Heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 40.1K | 2026-06-12 |
| Qwen3-VL-8B-Instruct-Heretic-GGUF mradermacher | quant | GGUFIQ4_XS | none | 28.5K | 2026-10-10 |
| Qwen3-VL-8B-Heretic-1.3.0 DreamFast | heretic | GGUFNVFP4SAFETENSORSQ3_K_M | published (weak match)KL 0.032 | 18.1K | 2026-07-17 |
| Qwen3-VL-8B-Instruct-heretic ThalisAI | heretic | GGUFSAFETENSORSQ4_K_M | published (weak match)KL 0.0033 | 9.4K | 2026-02-19 |
| Qwen3-VL-8B-Heretic-1.3.0-i1-GGUF mradermacher | quant | GGUFNVFP4IQ1_M | inheritedKL 0.032 | 8.2K | 2026-07-03 |
| Qwen-3-VL-8B-Instruct-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.021 | 8K | 2026-07-07 |
| Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.174 | 6.6K | 2026-01-30 |
| Qwen-3-VL-8B-Instruct-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.021 | 6K | 2026-06-03 |
| Qwen-Image-2.1-Text-Encoder-Heretic-GGUF chfm | quant | GGUFF16 | published (weak match)KL 0 | 5.1K | 2026-09-21 |
| Qwen-Image-2.1-Text-Encoder-Heretic-DHQ-GGUF pottokao | quant | GGUFF16 | none | 4.2K | 2026-10-17 |
| Qwen3-VL-8B-Heretic-1.3.0-GGUF mradermacher | quant | GGUFNVFP4IQ4_XS | inheritedKL 0.032 | 3.5K | 2026-06-06 |
| Qwen3-VL-8B-Instruct-heretic coder3101 | heretic | SAFETENSORS | published (weak match)KL 0.174 | 3.2K | 2026-01-17 |
| Qwen-3-VL-8B-Instruct-heretic heretic-org | heretic | SAFETENSORS | published (weak match)KL 0.021 | 3.1K | 2026-06-01 |
| Qwen3-VL-8B-Instruct-heretic-Q4_K_M-GGUF qq67878980 | quant | GGUFQ4_K_M | inheritedKL 1.79 | 2.7K | 2025-11-19 |
| Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking DavidAU | finetune | SAFETENSORS | published (weak match)KL 0.174 | 2.4K | 2026-01-31 |
| Qwen3-VL-8B-Instruct-heretic saidutta69 | heretic | GGUFSAFETENSORSQ4_K_M | none | 2K | 2026-09-13 |
| Ideogram-4-Text-Encoder-Heretic-DHQ-GGUF pottokao | quant | GGUFIQ2_M | none | 1.7K | 2026-10-17 |
| Qwen3-VL-8B-Instruct-heretic-gguf SergiusFlavius | quant | GGUFQ4_K_M | none | 1.5K | 2025-12-25 |
| Qwen3-VL-8B-Heretic-1.3.0 alexbird3392 | heretic | GGUFNVFP4SAFETENSORSQ3_K_M | published (weak match)KL 0.032 | 1.2K | 2026-09-02 |
| Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking-qx86-hi-mlx nightmedia | quant | MLXSAFETENSORS | inheritedKL 0.174 | 1.1K | 2026-01-30 |
| Qwen3-VL-8B-Instruct-heretic-Q8_0-GGUF Merlinoz11 | quant | GGUFQ8_0 | none | 897 | 2026-02-02 |
| Qwen3-VL-8B-Instruct-heretic-balanced isotnek | heretic | SAFETENSORS | published (weak match)KL 0.018 | 572 | 2026-01-05 |
| Qwen3-VL-8B-Instruct-heretic-Q4_K_M-GGUF fjrrizq | quant | GGUFQ4_K_M | inheritedKL 0.174 | 491 | 2026-06-30 |
| Boogu-Text-Encoder-Heretic-DHQ-GGUF pottokao | quant | GGUFIQ2_S | none | 297 | 2026-10-17 |
| Qwen3-VL-8B-Instruct-heretic Kizzington | heretic | SAFETENSORS | published (weak match)KL 1.79 | 252 | 2025-11-19 |
| Qwen-Image-2.1-Text-Encoder-Heretic-GGUF sayurio | quant | FP8GGUFSAFETENSORSF16 | published (weak match)KL 0 | 204 | 2026-10-13 |
| qwen3vl-8b-heretic_master-pe_lora_v4.1-r32-ep2_20260928 pottokao | quant | GGUFLORASAFETENSORSF16 | none | 145 | 2026-09-30 |
| Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking beauroth | finetune | SAFETENSORS | published (weak match)KL 0.174 | 108 | 2026-04-11 |
| Qwen3-VL-8B-Instruct-heretic sh0ck0r | heretic | SAFETENSORS | published (weak match)KL 0.059 | 87 | 2026-03-07 |
| Qwen3-VL-8B-GLM-4.7-Flash-Heretic-Uncensored-Thinking gdang333 | finetune | SAFETENSORS | published (weak match)KL 0.174 | 78 | 2026-06-13 |
| Qwen-Image-2.1-Text-Encoder-Heretic-W4A8 0Endzz | heretic | SAFETENSORS | published (weak match)KL 0 | 0 | 2026-09-23 |
| Qwen-Image-2.1-Text-Encoder-Heretic-NVFP4 chfm | quant | NVFP4SAFETENSORSNVFP4 | published (weak match)KL 0 | 0 | 2026-09-21 |
| Qwen3-VL-8B-Heretic-INT8 craftingmod | finetune | SAFETENSORSINT8 | inheritedKL 0.032 | 0 | 2026-08-09 |
| Qwen-Image-2.1-Text-Encoder-Heretic-W4A8 Karsus1997 | heretic | SAFETENSORS | published (weak match)KL 0 | 0 | 2026-09-21 |
| Qwen-Image-2.1-Text-Encoder-Heretic-int8-convrot pottokao | heretic | SAFETENSORSINT8 | published (weak match)KL 0 | 0 | 2026-09-23 |
| Qwen-Image-2.1-Text-Encoder-Heretic-NVFP4 pottokao | quant | NVFP4SAFETENSORSNVFP4 | published (weak match)KL 0 | 0 | 2026-09-23 |
| Qwen-Image-2.1-Text-Encoder-Heretic-W4A8 pottokao | heretic | SAFETENSORS | published (weak match)KL 0 | 0 | 2026-09-23 |
| Qwen3-VL-8B-Instruct-heretic-NVFP4 SergiusFlavius | quant | NVFP4SAFETENSORSNVFP4 | none | 0 | 2026-07-01 |
10 artifacts inherit metrics from their parent conversion or publish none.