Text Generation
Transformers
Safetensors
qwen3_5_moe_text
darwin
darwin-v7
evolutionary-merge
reasoning
advanced-reasoning
chain-of-thought
thinking
qwen3.6
qwen
Mixture of Experts
mixture-of-experts
claude-opus
distillation
gpqa
benchmark
open-source
apache-2.0
hybrid-vigor
proto-agi
vidraft
Eval Results
conversational
Eval Results (legacy)
Remove internal methodology files (trade secrets protection)
Browse files- darwin_mri_report.json +0 -31
- darwin_v6_report.json +0 -69
- lora_train_config.json +0 -28
- parent_comparison.png +0 -3
- prescription_ratios.png +0 -0
darwin_mri_report.json
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{
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"method": "Darwin V7+ MRI-only (Mother-centric Linear)",
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"father": "/NHNHOME/WORKSPACE/0426030024_A/darwin-36b-opus/models/Father-Qwen3.6-35B-A3B",
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"mother": "/NHNHOME/WORKSPACE/0426030024_A/darwin-36b-opus/models/Mother-hesamation-Opus46",
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"mri_trust": 0.8,
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"mother_bias": 0.85,
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"category_ratios": {
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"attention": 0.9,
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"router": 1.0,
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"shared_expert": 0.9,
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"routed_expert": 0.8,
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"embedding": 1.0,
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"lm_head": 1.0,
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"norm": 0.95,
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"other": 0.85
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},
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"mri_overrides": 82,
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"tensor_categories": {
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"attention": 485,
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"router": 41,
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"shared_expert": 164,
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"routed_expert": 82,
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"embedding": 5,
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"lm_head": 1,
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"norm": 154,
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"other": 113
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},
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"total_tensors": 1045,
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"total_shards": 21,
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"elapsed_sec": 493
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}
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darwin_v6_report.json
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{
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"version": "darwin_v6",
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"model_a": "Qwen/Qwen3.6-35B-A3B",
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"model_b": "hesamation/Qwen3.6-35B-A3B-Claude-4.6-Opus-Reasoning-Distilled",
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"scan_time_a": 161.1855502128601,
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"scan_time_b": 149.11143231391907,
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"prescription": {
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"total_tensors": 1045,
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"avg_ratio_b": 0.49999984425441674,
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"avg_attn_ratio": 0.499985450760254,
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"avg_ffn_ratio": 0.5000152414508509,
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"avg_embed_ratio": 0.49999999999992895,
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"transplant_a_count": 0,
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"transplant_b_count": 0,
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"blended_count": 1045
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},
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"recommended_genome": {
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"global_ratio": 0.49999984425441674,
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"attn_ratio": 0.499985450760254,
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"ffn_ratio": 0.5000152414508509,
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"embed_ratio": 0.49999999999992895,
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"block_ratios": [
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0.5000721444413114,
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0.4998433134008189,
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0.499780888197006,
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0.4997929703763515,
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0.499771132051783,
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0.4997801248073877,
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0.499745996175545,
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0.5012345529552215
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],
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"mri_trust": 0.7
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},
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"evolution": {
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"best_score": 0.8402656748646429,
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"best_genome": [
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0.4936662919610739,
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0.0815242519055706,
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0.9341507094494833,
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0.36828574975395845,
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0.9482560366006947,
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0.9930202372461144,
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0.6267934460397571,
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0.7804501296513594,
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0.5091179237088572,
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0.5273575416938678,
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0.3549558469479533,
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0.2945505642361962,
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0.7838544898184714,
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0.47445473021143214,
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0.7214881982362042,
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0.7737746038647229
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],
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"elapsed_sec": 2909.7664647102356,
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"merge_report": {
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"total": 1045,
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"transplant_a": 0,
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"transplant_b": 0,
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"blended": 1045,
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"method": "slerp",
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"genome_hash": "8fc46eeb"
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}
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},
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"health": {
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"status": "healthy",
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"summary": "failed: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/home/gmail_be2j/darwin_merge_cache/merged_6edaacaf'. Use `repo_type` argument if needed.",
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"issue_count": 0
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}
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}
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lora_train_config.json
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{
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"version": "v3_safe",
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"base": "/NHNHOME/WORKSPACE/0426030024_A/darwin-36b-opus/models/Darwin-36B-Opus-v2",
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"lora": {
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"rank": 16,
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"alpha": 32,
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"init": "standard",
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"use_rslora": false,
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"target": "attention_only"
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},
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"training": {
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"lr": 3e-05,
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"epochs": 1,
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"neftune": 3.0
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},
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"data": {
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"train": 551,
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"eval": 29,
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"domains": "OrganicChem + Physics (Quantum/HEP/Relativistic)"
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},
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"metrics": {
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"train_runtime": 21.7924,
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"train_samples_per_second": 25.284,
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"train_steps_per_second": 0.413,
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"total_flos": 1.3263732069525094e+17,
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"train_loss": 0.832765155368381
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}
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}
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parent_comparison.png
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Git LFS Details
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prescription_ratios.png
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Binary file (33.8 kB)
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