Ling-3.0-tiny
inclusionAI/Ling-3.0-tiny
7.9BLing5 Heretic artifacts1 measured conversions7.8K downloads
- KL divergence
- 0.038
- Refusals
- 1/100
- Refusal rate
- 1%
- Downloads
- 7.4K
Evidence from the model card
| KL divergence | 0.0381 | | Refusals | 1/100 |
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 | 7.9B | 0.038 | 1/1001% | 97.7 | BestParetoFP8GGUFMLX | 7.4K |
All artifacts (5)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| Ling-3.0-tiny-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.038 | 3.4K | 2026-08-21 |
| Ling-3.0-tiny-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.038 | 2.5K | 2026-08-21 |
| Ling-3.0-tiny-heretic-q8-hi-mlx nightmedia | quant | MLXSAFETENSORS | inheritedKL 0.038 | 1.1K | 2026-09-07 |
| Ling-3.0-tiny-heretic trohrbaugh | heretic | SAFETENSORS | published (weak match)KL 0.038 | 425 | 2026-09-07 |
| Ling-3.0-tiny-Abliterated-GGUF alexwkleung | heretic | GGUFQ4_K_M | none | 393 | 2026-10-05 |
1 artifact inherit metrics from their parent conversion or publish none.