Benchmark loc LoRA (r=8)
Browse files- train_config.json +41 -0
train_config.json
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{
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"concept": "violin",
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"lora_config": {
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"r": 8,
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"lora_alpha": 1,
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"target_modules": [
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"to_q",
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"to_k",
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"to_v",
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"to_out.0",
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"add_q_proj",
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"add_k_proj",
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"add_v_proj",
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"to_add_out"
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],
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"lora_dropout": 0.0,
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"bias": "none"
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},
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"lora_config_path": "configs/steering/ace/concept_slider/lora_r8.json",
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"layers": "tf6tf7",
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"layers_to_transform": [
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6,
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7
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],
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"iterations": 500,
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"lr": 0.0001,
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"weight_decay": 0.01,
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"eta": 7,
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"audio_duration": 10.0,
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"seed": 42,
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"max_grad_norm": 1.0,
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"gradient_checkpointing": true,
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"with_denoising": true,
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"max_denoising_steps": 50,
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"denoise_cfg_scale": 5.0,
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"num_lora_params": 983040,
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"frame_length": 108,
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"num_prompts": 50,
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"final_loss": 0.050537109375,
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"avg_loss_last_50": 0.059901123046875
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}
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