Qwen3-4B-Thinking-2507
Qwen/Qwen3-4B-Thinking-2507
4BQwen 329 Heretic artifacts8 measured conversions60.2K downloads
Best version98.1Pareto
Daizee/Qwen3-4B-Thinking-2507-hereticby Daizee · Heretic v1.2.0 · MLX, SAFETENSORS
- KL divergence
- 0.0089
- Refusals
- 3/100
- Refusal rate
- 3%
- Downloads
- 1.2K
Evidence from the model card
| KL divergence | 0.0089 | | 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 | Daizee | 4B | 0.0089 | 3/1003% | 98.1 | BestParetoMLXSAFETENSORS | 1.2K |
| 2 | saidutta69 | 4B | 0.0011 | 4/1004% | 98.0 | ParetoGGUFSAFETENSORS | 517 |
| 3 | Roman0 | 4B | 0.0066 | 4/1004% | 97.7 | SAFETENSORS | 266 |
| 4 | daydreamwarrior | 4B | 0.0033 | 5/1005% | 97.3 | GGUFSAFETENSORS | 8.4K |
| 5 | DavidAU | 4B | 0.050 | 4/1004% | 95.6 | AWQEXLGGUF | 21.7K |
| 6 | georgehenney | 4B | 0.080 | 4/1004% | 94.3 | GGUFSAFETENSORS | 7.5K |
| 7 | becnic | 4B | 0.060 | 6/1006% | 94.2 | GGUFSAFETENSORS | 17.8K |
| 8 | notcvnt | 4B | 0.160 | 4/1004% | 91.1 | SAFETENSORS | 203 |
All artifacts (29)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| Qwen3-4B-Thinking-2507-Heretic-Imatrix-GGUF ZuzeTt | quant | GGUFQ4_0 | published (weak match)KL 0.060 | 13.7K | 2026-02-23 |
| Qwen3-4B-2507-Thinking-heretic-abliterated-uncensored-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.050 | 10.1K | 2025-12-11 |
| Qwen3-4B-2507-Thinking-heretic-abliterated-uncensored-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.050 | 8K | 2025-12-11 |
| Qwen3-4B-Thinking-2507-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.080 | 5K | 2025-12-06 |
| Qwen3-4B-2507-Thinking-heretic-abliterated-uncensored DavidAU | heretic | SAFETENSORS | published (weak match)KL 0.050 | 3.5K | 2025-12-11 |
| Qwen3-4B-Thinking-2507-heretic-Duplicate-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.0033 | 3.3K | 2026-02-17 |
| Qwen3-4B-Thinking-2507-heretic heretic-org | heretic | SAFETENSORS | published (weak match)KL 0.0033 | 2.8K | 2026-02-15 |
| Qwen3-4B-Thinking-2507-Heretic-GGUF ZuzeTt | quant | GGUFQ2_K | published (weak match)KL 0.060 | 2.5K | 2025-12-03 |
| Qwen3-4B-Thinking-2507-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.080 | 2.3K | 2025-11-18 |
| Qwen3-4B-Thinking-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | none | 2K | 2026-10-14 |
| Qwen3-4B-Thinking-2507-Heretic-GGUF becnic | quant | GGUFQ8_0 | published (weak match)KL 0.060 | 1.4K | 2025-11-27 |
| Qwen3-4B-Thinking-2507-heretic-Duplicate-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.0033 | 1.1K | 2026-10-08 |
| Qwen3-4B-Thinking-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | none | 646 | 2026-10-14 |
| Qwen3-4B-Thinking-2507-heretic-4bit mlx-community | quant | MLXSAFETENSORS | inheritedKL 0.0089 | 584 | 2026-02-16 |
| Qwen3-4B-Thinking-heretic saidutta69 | quant | GGUFSAFETENSORSF16 | published (weak match)KL 0.0011 | 517 | 2026-10-13 |
| Qwen3-4B-Thinking-2507-heretic-8bit mlx-community | quant | MLXSAFETENSORS | inheritedKL 0.0089 | 444 | 2026-02-16 |
| Qwen3-4B-Thinking-2507-heretic-Q4_K_M-GGUF lyind | quant | GGUFQ4_K_M | inheritedKL 0.0033 | 355 | 2026-07-04 |
| Qwen3-4B-Thinking-2507-heretic Roman0 | heretic | SAFETENSORS | published (weak match)KL 0.0066 | 266 | 2025-12-19 |
| Qwen3-4B-Thinking-2507-heretic-Q5_K_M-GGUF loolzrulez | quant | GGUFQ5_K_M | inheritedKL 0.0033 | 228 | 2026-02-24 |
| Qwen3-4B-Thinking-2507-heretic georgehenney | heretic | SAFETENSORS | published (weak match)KL 0.080 | 211 | 2025-11-17 |
| Qwen3-4B-Thinking-2507-heretic notcvnt | heretic | SAFETENSORS | published (weak match)KL 0.160 | 203 | 2025-11-17 |
| Qwen3-4B-Thinking-2507-heretic-IQ4_NL-GGUF loolzrulez | quant | GGUFIQ4_NL | inheritedKL 0.0033 | 199 | 2026-02-24 |
| Qwen3-4B-Thinking-2507-heretic-Q8_0-GGUF loolzrulez | quant | GGUFQ8_0 | inheritedKL 0.0033 | 187 | 2026-02-24 |
| Qwen3-4B-Thinking-2507-heretic-Q4_K_M-GGUF pwnyourace | quant | GGUFQ4_K_M | inheritedKL 0.0033 | 166 | 2026-07-03 |
| Qwen3-4B-Thinking-2507-Heretic becnic | heretic | SAFETENSORS | published (weak match)KL 0.060 | 143 | 2025-11-27 |
| Qwen3-4B-Thinking-2507-heretic Daizee | heretic | SAFETENSORS | published (weak match)KL 0.0089 | 92 | 2026-02-14 |
| Qwen3-4B-Thinking-2507-heretic-Duplicate daydreamwarrior | heretic | SAFETENSORS | published (weak match)KL 0.0033 | 80 | 2026-02-16 |
| Qwen3-4B-Thinking-2507-heretic-OpenVINO-INT4-NPU machine-made-Fibre | finetune | OTHERINT4 | inheritedKL 0.0033 | 65 | 2026-06-24 |
| Qwen3-4B-Thinking-2507-heretic Gh6st66 | heretic | SAFETENSORS | published (weak match)KL 0.0089 | 39 | 2026-02-14 |
2 artifacts inherit metrics from their parent conversion or publish none.