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Darwin V6 Evolved Model

Created by Darwin V6 diagnostic-guided evolutionary merge engine.

Parent Models

Father: Qwen/Qwen3.5-27B
Mother: Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled

Evolution Result

Benchmark score: 0.8162
Merge method: dare_ties
Merge hash:

Merge Statistics

Total tensors merged: 0
Transplant A (Father preserved): 0
Transplant B (Mother preserved): 0
Blended: 0

Optimal Genome

  global_ratio: 0.4893
  attn_ratio: 0.1463
  ffn_ratio: 0.8768
  embed_ratio: 0.3021
  density_a: 0.8507
  density_b: 0.9413
  block_0_ratio: 0.6750
  block_1_ratio: 0.4790
  block_2_ratio: 0.3610
  block_3_ratio: 0.4365
  block_4_ratio: 0.5255
  block_5_ratio: 0.6525
  mri_trust: 0.5557
  merge_method_weight: 0.2783

Health Check

Not performed

Method

Darwin V6 implements DARE-TIES merge directly via PyTorch tensor operations. Per-tensor ratios are determined by MRI diagnostic (static tensor analysis + probe-based functional importance) combined with evolutionary genome search.

Formula: final_ratio = mri_ratio * mri_trust + genome_ratio * (1 - mri_trust)

DARE-TIES algorithm: Yadav et al., 2023 (re-implemented, not library-dependent)

Built by VIDRAFT. Apache 2.0.