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Upload selected R2I LoRA adapters

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README.md ADDED
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+ ---
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+ library_name: diffusers
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+ tags:
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+ - text-to-image
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+ - lora
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+ - sd3.5
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+ - flux
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+ - r2i
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+ - grpo
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+ pipeline_tag: text-to-image
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+ ---
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+
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+ # MinorPerception R2I LoRA Adapters
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+
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+ This repository contains selected LoRA adapters from the MinorPerception R2I diffusion experiments.
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+ The base model weights are not included.
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+
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+ ## Contents
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+
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+ - `sd35_v3_qwenvl_hybrid_grpo_lora/`
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+ - Selected Stable Diffusion 3.5 LoRA from the Qwen-VL hybrid GRPO reward experiment.
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+ - Intended base model: `stabilityai/stable-diffusion-3.5-medium`.
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+
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+ - `flux_v3_clip_grpo_stage3init_memfix_lora/`
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+ - Selected FLUX LoRA from the stage3 warm-start, memory-fixed CLIP-GRPO experiment.
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+ - Intended base model: `black-forest-labs/FLUX.1-dev`.
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+
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+ ## Notes
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+
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+ These adapters were trained for R2I-style prompt-to-resolved-caption alignment experiments.
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+ They are experimental research artifacts and should be evaluated against the exact inference scripts
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+ and prompts used in the repository.
flux_v3_clip_grpo_stage3init_memfix_lora/adapter_config.json ADDED
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+ {
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+ "alora_invocation_tokens": null,
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+ "alpha_pattern": {},
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+ "arrow_config": null,
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+ "auto_mapping": {
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+ "base_model_class": "FluxTransformer2DModel",
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+ "parent_library": "diffusers.models.transformers.transformer_flux"
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+ },
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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": true,
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+ "init_lora_weights": "gaussian",
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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": 128,
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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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+ "peft_type": "LORA",
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+ "peft_version": "0.19.1",
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+ "qalora_group_size": 16,
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+ "r": 64,
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+ "rank_pattern": {},
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+ "revision": null,
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+ "target_modules": [
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+ "attn.add_k_proj",
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+ "attn.to_k",
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+ "ff.net.0.proj",
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+ "attn.to_out.0",
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+ "ff_context.net.0.proj",
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+ "attn.to_q",
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+ "attn.add_v_proj",
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+ "attn.to_v",
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+ "attn.add_q_proj",
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+ "ff.net.2",
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+ "attn.to_add_out",
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+ "ff_context.net.2"
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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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+ }
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sd35_v3_qwenvl_hybrid_grpo_lora/adapter_config.json ADDED
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+ {
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+ "alora_invocation_tokens": null,
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+ "alpha_pattern": {},
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+ "arrow_config": null,
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+ "auto_mapping": {
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+ "base_model_class": "SD3Transformer2DModel",
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+ "parent_library": "diffusers.models.transformers.transformer_sd3"
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+ },
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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": true,
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+ "init_lora_weights": "gaussian",
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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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+ "peft_type": "LORA",
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+ "peft_version": "0.19.1",
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+ "qalora_group_size": 16,
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+ "r": 32,
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+ "rank_pattern": {},
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+ "revision": null,
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+ "target_modules": [
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+ "attn.to_q",
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+ "attn.to_v",
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+ "attn.to_k",
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+ "attn.add_k_proj",
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+ "attn.add_v_proj",
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+ "attn.to_out.0",
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+ "attn.add_q_proj",
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+ "attn.to_add_out"
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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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+ }
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