Qwen3.8-Flash-Next
Qwen/Qwen3.8-Flash-Next
180BQwen 3.815 Heretic artifacts3 measured conversions45.3K downloads
- KL divergence
- 0.082
- Refusals
- 0/100
- Refusal rate
- 0%
- Downloads
- 28K
Evidence from the model card
| KL divergence | 0.0818 | | Refusals | 0/100 |
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 | trohrbaugh | 180B | 0.082 | 0/1000% | 96.2 | BestParetoGGUFMLXSAFETENSORS | 28K |
| 2 | trohrbaugh | 180B | 0.116 | 0/1000% | 94.8 | GGUFMLXSAFETENSORS | 4.1K |
| 3 | cygnal | 180B | 0.082 | 0/1000% | 96.2 | unverifiedParetoGGUF | 9.4K |
All artifacts (15)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| Qwen3.8-Flash-Next-Heretic2-IQ4XS-NGQ4-GGUF cygnal | heretic | GGUF | published (weak match)KL 0.082 | 9.4K | 2026-09-19 |
| Qwen3.8-Flash-Next-heretic-2-i1-GGUF spiritfather | quant | GGUFIQ2_M | inheritedKL 0.082 | 7.6K | 2026-09-16 |
| Qwen3.8-Flash-Next-heretic-2-GGUF spiritfather | quant | GGUFQ4_K_M | inheritedKL 0.082 | 6.3K | 2026-09-16 |
| Qwen-3.8-flash-next-heretic-3.78bpw-gguf soyaakinohara | quant | GGUF | inheritedKL 0.082 | 5.4K | 2026-09-18 |
| Qwen3.8-Flash-Next-heretic-2-ROCMFP4 Deritak | heretic | GGUF | published (weak match)KL 0.082 | 4.6K | 2026-08-30 |
| Qwen3.8-Flash-Next-heretic2-W4A16-FP8PLE densohax | quant | FP8SAFETENSORS | none | 3.8K | 2026-09-22 |
| MLXFW-Qwen3.8-Flash-Next-Heretic-Q8_0 the-shop | quant | GGUFF16 | inheritedKL 0.116 | 1.9K | 2026-10-12 |
| Qwen3.8-Flash-Next-Heretic-Hybrid-q4lean5 the-shop | quant | GGUF | inheritedKL 0.116 | 1.6K | 2026-10-12 |
| Qwen3.8-Flash-Next-heretic-2-IQ4_XS-GGUF jean-philippe-gire | quant | GGUFIQ4_XS | inheritedKL 0.082 | 1.5K | 2026-09-02 |
| Qwen3.8-Flash-Next-heretic-2-oQ4e-mtp latent-variable | quant | MLXSAFETENSORS | published (weak match)KL 0.082 | 1.4K | 2026-08-30 |
| Qwen3.8-Flash-Next-heretic-2 trohrbaugh | heretic | SAFETENSORS | published (weak match)KL 0.082 | 943 | 2026-08-28 |
| MLXFW-Qwen3.8-Flash-Next-Heretic-MLX-8bit the-shop | quant | MLXSAFETENSORS | inheritedKL 0.116 | 296 | 2026-10-12 |
| Qwen3.8-Flash-Next-heretic trohrbaugh | heretic | SAFETENSORS | published (weak match)KL 0.116 | 201 | 2026-08-27 |
| q38fn-heretic2-mxfp4-fp8 davetha | heretic | FP8MXFP4SAFETENSORSMXFP4 | published (weak match)KL 0.082 | 185 | 2026-09-11 |
| Qwen3.8-Flash-Next-heretic-fngine satellitedown | heretic | FP8 | none | 0 | 2026-10-15 |
2 artifacts inherit metrics from their parent conversion or publish none.