Qwen3-4B-Instruct-2507
Qwen/Qwen3-4B-Instruct-2507
4BQwen 383 Heretic artifacts29 measured conversions158.2K downloads
Best version96.1Pareto
ma2t4/Qwen3-4B-Instruct-2507-heretic-hereticby ma2t4 · Heretic v1.4.0 · GGUF, SAFETENSORS
- KL divergence
- 0.028
- Refusals
- 5/100
- Refusal rate
- 5%
- Downloads
- 147
Evidence from the model card
| KL divergence | 0.0282 | | Refusals | 5/100 |
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 | ma2t4 | 4B | 0.028 | 5/1005% | 96.1 | BestParetoGGUFSAFETENSORS | 147 |
| 2 | kabachuha | 4B | 0.079 | 3/1003% | 94.8 | ParetoGGUFSAFETENSORS | 608 |
| 3 | heafy99 | 4B | 0.050 | 7/1007% | 94.1 | SAFETENSORS | 169 |
| 4 | saidutta69 | 4B | 0.096 | 3/1003% | 94.1 | GGUFSAFETENSORS | 1.3K |
| 5 | Roman0 | 4B | 0.063 | 6/1006% | 94.0 | SAFETENSORS | 81 |
| 6 | heretic-org | 4B | 0.074 | 5/1005% | 94.0 | GGUFSAFETENSORS | 45.3K |
| 7 | Roman0 | 4B | 0.160 | 4/1004% | 91.1 | SAFETENSORS | 217 |
| 8 | p-e-w | 4B | 0.153 | 8/1008% | 89.4 | GGUFSAFETENSORS | 7K |
| 9 | vlx1 | 4B | 0.274 | 2/1002% | 88.2 | ParetoSAFETENSORS | 307 |
| 10 | rainmana | 4B | 0.172 | 9/1009% | 88.2 | SAFETENSORS | 80 |
| 11 | ganscs | 4B | 0.237 | 5/1005% | 87.9 | SAFETENSORS | 91 |
| 12 | martin-t-studio | 4B | 0.093 | 16/10016% | 87.8 | GGUFSAFETENSORS | 1.6K |
| 13 | Channyxox | 4B | 0.141 | 16/10016% | 85.8 | SAFETENSORS | 120 |
| 14 | yekon9 | 4B | 0.278 | 7/1007% | 85.6 | SAFETENSORS | 495 |
| 15 | wexyyyyyy | 4B | 0.202 | 14/10014% | 84.6 | SAFETENSORS | 87 |
| 16 | lzdev | 4B | 0.103 | 22/10022% | 84.3 | SAFETENSORS | 174 |
| 17 | p-e-w | 4B | 0.302 | 9/1009% | 83.9 | GGUFSAFETENSORS | 12K |
| 18 | slymi123 | 4B | 0.378 | 7/1007% | 82.8 | SAFETENSORS | 60 |
| 19 | dec0dedd | 4B | 0.290 | 17/10017% | 80.3 | SAFETENSORS | 84 |
| 20 | Drezzman | 4B | 0.206 | 23/10023% | 80.0 | GGUFSAFETENSORS | 4.8K |
| 21 | p-e-w | 4B | 0.430 | 21/10021% | 74.5 | AWQFP8GGUF | 76.4K |
| 22 | laurentiurad | 4B | 1.30 | 5/1005% | 69.3 | GGUFSAFETENSORS | 3.8K |
| 23 | monuy | 4B | 0.058 | 57/10057% | 68.7 | SAFETENSORS | 43 |
| 24 | goldsean | 4B | 2.03 | 0/1000% | 66.5 | ParetoSAFETENSORS | 477 |
| 25 | cmhacks | 4B | 1.06 | 16/10016% | 66.3 | SAFETENSORS | 54 |
| 26 | 187tino | 4B | 2.03 | 3/1003% | 65.0 | SAFETENSORS | 88 |
| 27 | askalgore | 4B | 6.11 | 0/1000% | 57.0 | SAFETENSORS | 185 |
| 28 | thewallran | 4B | 5.92 | 12/10012% | 51.2 | SAFETENSORS | 94 |
| 29 | isotnek | 4B | 0.952 | 86/10086% | 32.6 | SAFETENSORS | 72 |
All artifacts (83)
Showing the 50 most downloaded of 83. Every artifact is listed in the dataset.
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| Qwen3-4B-Instruct-2507-heretic heretic-org | heretic | SAFETENSORS | published (weak match)KL 0.074 | 34.6K | 2026-02-14 |
| p-e-w_Qwen3-4B-Instruct-2507-heretic-GGUF bartowski | quant | GGUFIQ2_M | inheritedKL 0.430 | 28.8K | 2025-11-17 |
| Qwen3-4B-Instruct-2507-heretic p-e-w | heretic | SAFETENSORS | published (weak match)KL 0.430 | 21.4K | 2025-11-15 |
| Qwen3-4B-Instruct-2507-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.430 | 9.7K | 2025-11-15 |
| Qwen3-4B-Instruct-2507-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.430 | 7.1K | 2025-12-07 |
| Qwen3-4B-Instruct-2507-heretic-v4-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.302 | 5.8K | 2026-02-15 |
| Qwen3-4B-Instruct-2507-heretic-v2-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.153 | 4.8K | 2026-02-15 |
| Qwen3-4B-Instruct-2507-heretic-GGUF logos-flux | quant | GGUFQ4_K_M | inheritedKL 0.430 | 4.6K | 2025-11-22 |
| Qwen3-4B-Instruct-2507-heretic-v4-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.302 | 4.6K | 2026-02-15 |
| Qwen3-4B-Instruct-2507-heretic-Duplicate-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.074 | 3.5K | 2026-02-17 |
| Qwen3-4B-Instruct-2507-heretic-uncens-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.206 | 3.4K | 2026-05-31 |
| Qwen3-4b-decensored-instruct-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 1.30 | 2.4K | 2026-04-13 |
| Qwen3-4B-Instruct-2507-heretic.gguf Biomanticus | quant | GGUFF16 | inheritedKL 0.430 | 2.3K | 2026-05-27 |
| Qwen3-4B-Instruct-2507-heretic-Q4_K_M-GGUF yamatazen | quant | GGUFQ4_K_M | inheritedKL 0.074 | 2.2K | 2026-07-08 |
| Qwen3-4B-Instruct-2507-heretic-Q8_0-GGUF loolzrulez | quant | GGUFQ8_0 | inheritedKL 0.074 | 1.8K | 2026-02-24 |
| Qwen3-4B-Instruct-2507-heretic-v2-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.153 | 1.7K | 2026-02-15 |
| Qwen3-4B-Instruct-2507-Abliterated IamLucif3r | heretic | GGUFQ4_K_M | noneKL 0.142 | 1.5K | 2026-08-16 |
| Qwen3-4B-Instruct-2507-heretic-Duplicate-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.074 | 1.5K | 2026-10-08 |
| Qwen3-4B-Instruct-2507-heretic-v4 p-e-w | heretic | SAFETENSORS | published (weak match)KL 0.302 | 1.5K | 2026-02-14 |
| Qwen3-4B-Instruct-2507-heretic saidutta69 | heretic | GGUFSAFETENSORSF16 | published (weak match)KL 0.096 | 1.3K | 2026-10-05 |
| Qwen3-4B-Instruct-2507-heretic-uncens-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.206 | 1.2K | 2026-05-30 |
| Qwen3-4b-decensored-instruct-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 1.30 | 1.1K | 2026-04-13 |
| Qwen3-4B-Instruct-2507-heretic-gguf martin-t-studio | quant | GGUFQ3_K_M | inheritedKL 0.093 | 1.1K | 2026-05-11 |
| Alice-Qwen3-4B-Instruct-2507-Heretic-Light-GGUF v102ss | quant | GGUFQ4_K_M | inheritedKL 0.430 | 561 | 2026-05-23 |
| Qwen3-4B-Instruct-2507-heretic-v2 p-e-w | heretic | SAFETENSORS | published (weak match)KL 0.153 | 528 | 2026-02-14 |
| Qwen3-4B-Instruct-2507-heretic yekon9 | heretic | SAFETENSORS | published (weak match)KL 0.278 | 495 | 2026-04-28 |
| Qwen3-4B-Instruct-2507-heretic martin-t-studio | heretic | SAFETENSORS | published (weak match)KL 0.093 | 479 | 2026-04-07 |
| Qwen3-4B-Instruct-2507-heretic goldsean | heretic | SAFETENSORS | published (weak match)KL 2.03 | 477 | 2026-03-24 |
| Qwen3-4B-Instruct-2507-heretic maldocray | heretic | SAFETENSORS | published (weak match)KL 0.430 | 473 | 2026-04-11 |
| Qwen3-4B-Instruct-2507-heretic rayss868123 | heretic | SAFETENSORS | published (weak match)KL 0.074 | 471 | 2026-09-25 |
| Qwen3-4B-Instruct-2507-abliterated glivorem | heretic | SAFETENSORS | none | 345 | 2026-10-16 |
| Qwen3-4B-Instruct-2507-SOMbliterated-Q8_0-GGUF dvlcry | quant | GGUFQ8_0 | inheritedKL 0.079 | 344 | 2026-03-01 |
| Qwen3-4B-Instruct-2507-heretic-Q5_K_M-GGUF loolzrulez | quant | GGUFQ5_K_M | inheritedKL 0.074 | 336 | 2026-02-24 |
| Qwen3-4B-Instruct-2507-heretic vlx1 | heretic | SAFETENSORS | published (weak match)KL 0.274 | 307 | 2026-04-13 |
| Qwen3-4B-Instruct-2507-heretic Tolu49ja | heretic | SAFETENSORS | published (weak match)KL 0.430 | 299 | 2026-09-17 |
| Qwen3-4B-Instruct-2507-heretic-Q8_0-GGUF jfiekdjdk | quant | GGUFQ8_0 | inheritedKL 0.074 | 298 | 2026-02-21 |
| Qwen3-4b-decensored-instruct laurentiurad | heretic | SAFETENSORS | published (weak match)KL 1.30 | 268 | 2026-04-12 |
| Qwen3-4B-Instruct-2507-SOMbliterated kabachuha | heretic | SAFETENSORS | published (weak match)KL 0.079 | 264 | 2026-03-29 |
| Qwen3-4B-Instruct-2507-heretic-GGUF-BF16 Auguments | quant | GGUFBF16 | inheritedKL 0.074 | 254 | 2026-08-31 |
| Qwen3-4B-Instruct-2507-heretic-Q8_0-GGUF MassivDash | quant | GGUFQ8_0 | inheritedKL 0.430 | 248 | 2025-12-16 |
| Qwen3-4B-Instruct-2507-heretic-IQ4_NL-GGUF loolzrulez | quant | GGUFIQ4_NL | inheritedKL 0.074 | 232 | 2026-02-24 |
| Qwen3-4B-Instruct-2507-heretic Roman0 | heretic | SAFETENSORS | published (weak match)KL 0.160 | 217 | 2025-12-19 |
| Qwen3-4B-Instruct-2507-heretic-AWQ-4bit sasa2000 | quant | AWQSAFETENSORS | inheritedKL 0.430 | 210 | 2026-01-31 |
| Qwen3-4B-Instruct-2507-heretic-Q6_K-GGUF MassivDash | quant | GGUFQ6_K | inheritedKL 0.430 | 193 | 2025-12-16 |
| Qwen3-4B-Instruct-2507-heretic-AWQ-4bit-g64 tooolz | quant | AWQSAFETENSORS | inheritedKL 0.430 | 187 | 2025-11-25 |
| Qwen3-4B-Instruct-2507-heretic askalgore | heretic | SAFETENSORS | published (weak match)KL 6.11 | 185 | 2025-11-21 |
| Qwen3-4B-Instruct-2507-heretic-uncens Drezzman | heretic | SAFETENSORS | published (weak match)KL 0.206 | 177 | 2026-05-29 |
| Qwen3-4B-Instruct-2507-heretic lzdev | heretic | SAFETENSORS | published (weak match)KL 0.103 | 174 | 2026-04-12 |
| Qwen3-4B-Instruct-2507-heretic heafy99 | heretic | SAFETENSORS | published (weak match)KL 0.050 | 169 | 2026-05-30 |
| Qwen3-4B-Instruct-2507-heretic-Q4_K_M-GGUF nhater69 | quant | GGUFQ4_K_M | none | 141 | 2026-10-14 |
7 artifacts inherit metrics from their parent conversion or publish none.