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k2-context-rush-ofc-beta1

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checkpoint step2000

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Files changed (3) hide show
  1. checkpoints/step2000/adapter_config.json +116 -0
  2. checkpoints/step2000/adapter_model.safetensors +3 -0
  3. checkpoints/step2000/train.toml +62 -0
checkpoints/step2000/adapter_config.json ADDED
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+ "txtfusion.refiner_blocks.1.mlp.up": 128
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+ },
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+ "arrow_config": null,
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+ "auto_mapping": null,
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+ "base_model_name_or_path": null,
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+ "bias": "none",
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+ "corda_config": null,
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+ "ensure_weight_tying": false,
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+ "eva_config": null,
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+ "exclude_modules": null,
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+ "fan_in_fan_out": false,
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+ "inference_mode": false,
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+ "init_lora_weights": true,
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+ "layer_replication": null,
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+ "layers_pattern": null,
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+ "layers_to_transform": null,
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+ "loftq_config": {},
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+ "lora_alpha": 64,
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+ "lora_bias": false,
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+ "lora_dropout": 0.0,
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+ "lora_ga_config": null,
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+ "megatron_config": null,
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+ "megatron_core": "megatron.core",
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+ "modules_to_save": null,
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+ "monteclora_config": null,
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+ "peft_type": "LORA",
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+ "peft_version": "0.20.0",
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+ "qalora_group_size": 16,
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+ "r": 64,
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+ "rank_pattern": {
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+ "wv",
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+ "down",
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+ "up",
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+ "gate",
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+ "wk",
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+ "wq",
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+ "wo"
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+ ],
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+ "target_parameters": null,
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+ "task_type": null,
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+ "trainable_token_indices": null,
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+ "use_bdlora": null,
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+ "use_dora": false,
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+ "use_qalora": false,
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+ "use_rslora": false,
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+ "velora_config": null
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+ }
checkpoints/step2000/adapter_model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:435102aacdfaeee5120a0e7bc21138d07d62ea1ee7778b0be75019caa177e9c1
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+ size 484768712
checkpoints/step2000/train.toml ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # KREA2 edit saga 2026-07-29 — treino principal.
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+ #
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+ # Base: receita validada krea2_multiref_grounded (docs/KREA2_MULTIREF_RECEITA.md),
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+ # aqui com max_refs=1 (todos os datasets são pares A->B).
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+ # - width_shift + refs a t=0 + LoRA condition-only routada + grounding Qwen3-VL
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+ # - caption_dropout=0.1 (uncond do CFG; condition_dropout é proibido no grounded)
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+ # - txtfusion_rank=128 (canal de leitura reforçado — tarefa é semântica: editar)
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+ # - rank 64 (usuário pediu >32; dezenas de milhares de imagens)
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+
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+ output_dir = '/workspace/checkpoints/krea2_edit_saga'
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+ dataset = 'examples/krea2_edit_saga/dataset.toml'
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+ epochs = 1000
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+ max_steps = 22500 # 3 épocas × 30.000 pares / batch efetivo 4
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+ micro_batch_size_per_gpu = 1
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+ gradient_accumulation_steps = 4
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+ pipeline_stages = 1
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+ gradient_clipping = 1.0
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+ warmup_steps = 100
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+ save_every_n_steps = 500
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+ checkpoint_every_n_minutes = 120
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+ activation_checkpointing = true
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+ save_dtype = 'bfloat16'
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+ caching_batch_size = 1 # OBRIGATÓRIO com multi_ref
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+ blocks_to_swap = 0 # usuário pediu velocidade; VRAM medida 20,1G com swap 8, cabe sem
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+
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+ [model]
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+ type = 'krea2_multiref_grounded'
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+ diffusion_model = '/workspace/models/krea2/diffusion_models/krea2_raw_fp8_scaled.safetensors'
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+ vae = '/workspace/models/krea2/split_files/vae/qwen_image_vae.safetensors'
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+ text_encoders = [
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+ {path = '/workspace/models/krea2/text_encoders/qwen3vl_4b_bf16.safetensors', type = 'krea2'},
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+ ]
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+ dtype = 'bfloat16'
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+ diffusion_model_dtype = 'float8'
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+ timestep_sample_method = 'logit_normal'
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+ flux_shift = true
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+
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+ [krea2_multiref_grounded]
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+ max_refs = 1
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+ slot_axis = 'width'
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+ position_mode = 'width_shift'
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+ reference_position_offset = 1.0
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+ reference_timestep = 'zero'
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+ condition_dropout = 0.0 # proibido no caminho grounded
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+ condition_only_lora = true
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+ vl_prompt_style = 'picture_n'
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+ vl_image_label = 'image'
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+ vl_image_max_pixels = 147456 # 384² — grounding; cache é o gargalo, medir no smoke
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+ caption_dropout = 0.1
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+ txtfusion_rank = 128
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+
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+ [adapter]
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+ type = 'lora'
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+ rank = 64
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+ dtype = 'bfloat16'
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+
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+ [optimizer]
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+ type = 'AdamW8bitKahan'
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+ lr = 1e-4
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+ betas = [0.9, 0.99]
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+ weight_decay = 0.01
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+ stabilize = false