cvd-lora / provenance.json
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M3 pooled LoRA (reproduction of the lost original, seed 0, 672 ex 448/224)
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{
"config": {
"base_model": "Qwen/Qwen2.5-VL-7B-Instruct",
"batch_size": 1,
"bf16": true,
"clip_window_s": 30.0,
"eval_fraction": 0.0,
"fps": 2.0,
"grad_accum": 8,
"gt_path": "annotations/",
"learning_rate": 1e-05,
"logging_steps": 10,
"lora_alpha": 32,
"lora_dropout": 0.05,
"lora_r": 16,
"max_frames": 16,
"max_pixels": 151200,
"min_step_s": 12.0,
"neg_margin_s": 8.0,
"neg_per_step": 4,
"num_epochs": 1.0,
"output_dir": "/opt/dlami/nvme/m4-adapters/pooled-r0",
"seed": 0,
"short_yes": true,
"train_ids": [
"cvd1-1-ethan",
"cvd1-1-gabriella",
"cvd1-2-ethan",
"cvd1-2-gabriella",
"cvd2-1-ethan",
"cvd2-2-ethan",
"cvd2-2-gabriella",
"cvd3-1-gabriella",
"cvd3-2-ethan",
"cvd3-2-gabriella",
"cvd4-1-ethan",
"cvd4-1-gabriella",
"cvd4-2-ethan"
],
"video_dir": "/opt/dlami/nvme/astertech/videos"
},
"dataset": {
"no": 224,
"total": 672,
"yes": 448
},
"per_video": {
"cvd1-1-ethan": {
"no": 28,
"total": 52,
"yes": 24
},
"cvd1-1-gabriella": {
"no": 20,
"total": 45,
"yes": 25
},
"cvd1-2-ethan": {
"no": 16,
"total": 54,
"yes": 38
},
"cvd1-2-gabriella": {
"no": 20,
"total": 58,
"yes": 38
},
"cvd2-1-ethan": {
"no": 16,
"total": 38,
"yes": 22
},
"cvd2-2-ethan": {
"no": 20,
"total": 63,
"yes": 43
},
"cvd2-2-gabriella": {
"no": 20,
"total": 66,
"yes": 46
},
"cvd3-1-gabriella": {
"no": 8,
"total": 29,
"yes": 21
},
"cvd3-2-ethan": {
"no": 16,
"total": 65,
"yes": 49
},
"cvd3-2-gabriella": {
"no": 16,
"total": 64,
"yes": 48
},
"cvd4-1-ethan": {
"no": 20,
"total": 48,
"yes": 28
},
"cvd4-1-gabriella": {
"no": 12,
"total": 40,
"yes": 28
},
"cvd4-2-ethan": {
"no": 12,
"total": 50,
"yes": 38
}
},
"train_ids": [
"cvd1-1-ethan",
"cvd1-1-gabriella",
"cvd1-2-ethan",
"cvd1-2-gabriella",
"cvd2-1-ethan",
"cvd2-2-ethan",
"cvd2-2-gabriella",
"cvd3-1-gabriella",
"cvd3-2-ethan",
"cvd3-2-gabriella",
"cvd4-1-ethan",
"cvd4-1-gabriella",
"cvd4-2-ethan"
]
}