LongCat-Flash-Lite
meituan-longcat/LongCat-Flash-Lite
68.6BLongCat2 Heretic artifacts1 measured conversions27.6K downloads
Best version90.2Pareto
llmfan46/LongCat-Flash-Lite-Uncensored-Heretic-Native-MTP-Preserved-GGUFby llmfan46 · Heretic v1.4.0 · GGUF, SAFETENSORS
- KL divergence
- 0.118
- Refusals
- 9/100
- Refusal rate
- 9%
- Downloads
- 27.6K
Evidence from the model card
| KL divergence | 0.1177 | | Refusals | 9/100 |
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 | llmfan46 | 68.6B | 0.118 | 9/1009% | 90.2 | BestParetoGGUFSAFETENSORS | 27.6K |
All artifacts (2)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| LongCat-Flash-Lite-Uncensored-Heretic-Native-MTP-Preserved-GGUF llmfan46 | quant | GGUFBF16 | published (weak match)KL 0.118 | 27.4K | 2026-08-01 |
| LongCat-Flash-Lite-Uncensored-Heretic-Native-MTP-Preserved llmfan46 | finetune | SAFETENSORS | published (weak match)KL 0.118 | 279 | 2026-07-31 |