LFM2.5-350M
LiquidAI/LFM2.5-350M
0.4BLFM22 Heretic artifacts7 measured conversions27.8K downloads
Best version94.9Pareto
coder3101/LFM2.5-350M-hereticby coder3101 · Heretic v1.3.0 · GGUF, MLX, SAFETENSORS
- KL divergence
- 0.044
- Refusals
- 6/100
- Refusal rate
- 6%
- Downloads
- 2.5K
Evidence from the model card
| KL divergence | 0.0440 | | Refusals | 6/100 |
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 | coder3101 | 0.4B | 0.044 | 6/1006% | 94.9 | BestParetoGGUFMLXSAFETENSORS | 2.5K |
| 2 | saidutta69 | 0.4B | 0.099 | 4/1004% | 93.5 | ParetoGGUFSAFETENSORS | 685 |
| 3 | MihaiPopa-1 | 0.4B | 0.095 | 5/1005% | 93.2 | ParetoGGUFSAFETENSORS | 5.3K |
| 4 | MihaiPopa-1 | 0.4B | 0.081 | 8/1008% | 92.2 | GGUFMLXSAFETENSORS | 5.1K |
| 5 | MihaiPopa-1 | 0.4B | 0.075 | 9/1009% | 92.0 | GGUFMLXSAFETENSORS | 3.5K |
| 6 | MihaiPopa-1 | 0.4B | 0.155 | 4/1004% | 91.3 | GGUFMLXSAFETENSORS | 3.5K |
| 7 | MihaiPopa-1 | 0.4B | 0.210 | 3/1003% | 89.8 | ParetoGGUFMLXSAFETENSORS | 7.2K |
All artifacts (22)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| LFM2.5-350M-heretic-xagressive-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.210 | 3.7K | 2026-06-08 |
| LFM2.5-350M-heretic-high-reasoning-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.081 | 2.9K | 2026-05-05 |
| LFM2.5-350M-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.095 | 2.5K | 2026-05-05 |
| LFM2.5-350M-heretic-xhigh-reasoning-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.075 | 2.1K | 2026-05-05 |
| LFM2.5-350M-heretic-xagressive MihaiPopa-1 | heretic | SAFETENSORS | published (weak match)KL 0.210 | 2K | 2026-06-06 |
| LFM2.5-350M-heretic-agressive-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.155 | 2K | 2026-05-05 |
| LFM2.5-350M-heretic-high-reasoning-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.081 | 1.6K | 2026-05-05 |
| LFM2.5-350M-heretic-xagressive-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.210 | 1.5K | 2026-06-08 |
| LFM2.5-350M-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.095 | 1.4K | 2026-05-05 |
| LFM2.5-350M-heretic-agressive-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.155 | 1.1K | 2026-05-05 |
| LFM2.5-350M-heretic MihaiPopa-1 | heretic | SAFETENSORS | published (weak match)KL 0.095 | 1.1K | 2026-04-10 |
| LFM2.5-350M-heretic-GGUF FadedRedStar | quant | GGUFQ4_K_M | published (weak match)KL 0.044 | 981 | 2026-07-10 |
| LFM2.5-350M-heretic-xhigh-reasoning-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.075 | 979 | 2026-05-05 |
| LFM2.5-350M-heretic-imatrix-GGUF FadedRedStar | quant | GGUFIQ4_NL | published (weak match)KL 0.044 | 758 | 2026-07-10 |
| LFM2.5-350M-heretic saidutta69 | heretic | GGUFSAFETENSORSF16 | published (weak match)KL 0.099 | 685 | 2026-10-10 |
| LFM2.5-350M-heretic-high-reasoning MihaiPopa-1 | heretic | SAFETENSORS | published (weak match)KL 0.081 | 671 | 2026-04-10 |
| LFM2.5-350M-heretic coder3101 | heretic | SAFETENSORS | published (weak match)KL 0.044 | 542 | 2026-06-02 |
| LFM2.5-350M-heretic-xhigh-reasoning MihaiPopa-1 | heretic | SAFETENSORS | published (weak match)KL 0.075 | 431 | 2026-04-10 |
| LFM2.5-350M-heretic-agressive MihaiPopa-1 | heretic | SAFETENSORS | published (weak match)KL 0.155 | 413 | 2026-04-10 |
| LFM2.5-350M-heretic sonic-coder | heretic | SAFETENSORS | published (weak match)KL 0.095 | 325 | 2026-08-03 |
| LFM2.5-350M-heretic-GGUF 1bconvert | quant | GGUFF16 | inheritedKL 0.044 | 173 | 2026-06-15 |
| LFM2.5-350M-abliterated haddockaihamburg | finetune | SAFETENSORS | none | 21 | 2026-10-10 |
1 artifact inherit metrics from their parent conversion or publish none.