Nanbeige4-3B-Thinking-2511-Claude-4.5-Opus-High-Reasoning-Distill
C10X/Nanbeige4-3B-Thinking-2511-Claude-4.5-Opus-High-Reasoning-Distill
3BNanbeige44 Heretic artifacts1 measured conversions6.3K downloads
Best version92.7Pareto
C10X/Nanbeige4-3B-Thinking-2511-Claude-4.5-Opus-High-Reasoning-Distill-hereticby C10X · Heretic v1.1.0 · GGUF, SAFETENSORS
- KL divergence
- 0.118
- Refusals
- 4/100
- Refusal rate
- 4%
- Downloads
- 6.3K
Evidence from the model card
| KL divergence | 0.1180 | | 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 | C10X | 3B | 0.118 | 4/1004% | 92.7 | BestParetoGGUFSAFETENSORS | 6.3K |
All artifacts (4)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| Nanbeige4-3B-Thinking-2511-Claude-4.5-Opus-High-Reasoning-Distill-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.118 | 3.4K | 2025-12-17 |
| Nanbeige4-3B-Thinking-2511-Claude-4.5-Opus-High-Reasoning-Distill-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.118 | 1.5K | 2025-12-17 |
| Nanbeige4-3B-Thinking-2511-Claude-4.5-Opus-High-Reasoning-Distill-heretic C10X | heretic | SAFETENSORS | published (weak match)KL 0.118 | 785 | 2025-12-16 |
| Nanbeige4-3B-Thinking-2511-Claude-4.5-Opus-High-Reasoning-Distill-heretic-Q8_0-GGUF C10X | quant | GGUFQ8_0 | inheritedKL 0.118 | 612 | 2025-12-16 |