LongCat-Flash-Lite-Sparse
meituan-longcat/LongCat-Flash-Lite-Sparse
69.1BLongCat4 Heretic artifacts2 measured conversions62.1K downloads
Best version94.7Pareto
llmfan46/LongCat-Flash-Lite-Sparse-Uncensored-Heretic-Native-MTP-And-LSA-Preserved-GGUFby llmfan46 · Heretic v1.4.0 · GGUF, SAFETENSORS
- KL divergence
- 0.016
- Refusals
- 9/100
- Refusal rate
- 9%
- Downloads
- 6.8K
Evidence from the model card
| KL divergence | 0.0157 | | 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.
All artifacts (4)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| LongCat-Flash-Lite-Sparse-Ultra-Uncensored-Heretic-Native-MTP-And-LSA-Preserved-GGUF llmfan46 | quant | GGUFBF16 | published (weak match)KL 0.078 | 55K | 2026-08-31 |
| LongCat-Flash-Lite-Sparse-Uncensored-Heretic-Native-MTP-And-LSA-Preserved-GGUF llmfan46 | quant | GGUFBF16 | published (weak match)KL 0.016 | 6.3K | 2026-08-31 |
| LongCat-Flash-Lite-Sparse-Uncensored-Heretic-Native-MTP-And-LSA-Preserved llmfan46 | finetune | SAFETENSORS | published (weak match)KL 0.016 | 486 | 2026-08-30 |
| LongCat-Flash-Lite-Sparse-Ultra-Uncensored-Heretic-Native-MTP-And-LSA-Preserved llmfan46 | finetune | SAFETENSORS | published (weak match)KL 0.078 | 305 | 2026-08-30 |