devildasdf's picture
Release validated NEXORA research prototype, tiny weights and evidence
12496fc verified
Raw History Blame Contribute Delete
1.96 kB
{
"status": "VALIDATED_TOY_OPTIMIZATION_ONLY",
"base": "artifacts/tiny",
"rank": 4,
"alpha": 8,
"targets": [
"blocks.0.attn.q",
"blocks.0.attn.v",
"blocks.1.attn.q",
"blocks.1.attn.v",
"blocks.2.attn.q",
"blocks.2.attn.v",
"blocks.3.attn.q",
"blocks.3.attn.v"
],
"seconds": 2.3280960000120103,
"history": [
{
"stage": "SFT",
"step": 1,
"loss": 2.9821512699127197
},
{
"stage": "SFT",
"step": 11,
"loss": 3.0910983085632324
},
{
"stage": "SFT",
"step": 21,
"loss": 2.4964144229888916
},
{
"stage": "SFT",
"step": 31,
"loss": 2.724806308746338
},
{
"stage": "SFT",
"step": 40,
"loss": 2.5710480213165283
},
{
"stage": "DPO",
"step": 1,
"loss": 0.09377383440732956
},
{
"stage": "DPO",
"step": 2,
"loss": 0.06439569592475891
},
{
"stage": "DPO",
"step": 3,
"loss": 0.04369953274726868
},
{
"stage": "DPO",
"step": 4,
"loss": 0.03653418645262718
},
{
"stage": "DPO",
"step": 5,
"loss": 0.031024407595396042
},
{
"stage": "DPO",
"step": 6,
"loss": 0.024815931916236877
},
{
"stage": "DPO",
"step": 7,
"loss": 0.018242638558149338
},
{
"stage": "DPO",
"step": 8,
"loss": 0.01337386667728424
},
{
"stage": "DPO",
"step": 9,
"loss": 0.010624001733958721
},
{
"stage": "DPO",
"step": 10,
"loss": 0.008802279829978943
}
],
"merge_max_abs_error": 2.5033950805664062e-06,
"limitations": "Four synthetic SFT examples and one preference pair; no evidence of reasoning improvement or generalization. Adapter not enabled by default."
}