FastContext-1.0-4B-SFT
microsoft/FastContext-1.0-4B-SFT
4BFastContext3 Heretic artifacts1 measured conversions2.9K downloads
- KL divergence
- 0.063
- Refusals
- 98/100
- Refusal rate
- 98%
- Downloads
- 2.9K
Evidence from the model card
- **Base Model Refusals:** 98 / 100 … - **KL Divergence:** `0.0625`
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 | Umranz | 4B | 0.063 | 98/10098% | 48.1 | BestParetoGGUFSAFETENSORS | 2.9K |
All artifacts (3)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| Leo-Turbo-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.063 | 1.9K | 2026-06-23 |
| Leo-Turbo-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.063 | 844 | 2026-06-23 |
| Leo-Turbo Umranz | heretic | SAFETENSORS | published (weak match)KL 0.063 | 120 | 2026-06-22 |