├── .github └── workflows │ └── publish.yml ├── README-zh.md ├── README.md ├── __init__.py ├── assets ├── bf16 │ └── config.json ├── example.png ├── extract_uniworld_nf4_weights.py ├── extract_uniworld_weights.py └── nf4 │ └── config.json ├── pyproject.toml ├── requirements.txt ├── siglip2.py ├── univa ├── __init__.py ├── dataset │ ├── __init__.py │ ├── data_collator.py │ ├── llava_dataset.py │ └── qwen2vl_dataset.py ├── eval │ ├── __init__.py │ ├── configuration_eval.py │ ├── dpgbench │ │ ├── README.md │ │ ├── __init__.py │ │ ├── dpgbench.yaml │ │ ├── eval_prompts │ │ │ ├── dpgbench.csv │ │ │ └── dpgbench_prompts.json │ │ ├── requirements.txt │ │ ├── step1_gen_samples.py │ │ └── step2_compute_dpg_bench.py │ ├── gedit │ │ ├── README.md │ │ ├── __init__.py │ │ ├── gedit.yaml │ │ ├── gedit_edit.json │ │ ├── secret_t2.env │ │ ├── step0_prepare_gedit.py │ │ ├── step1_gen_samples.py │ │ ├── step2_gedit_bench.py │ │ ├── step3_calculate_statistics.py │ │ └── viescore │ │ │ ├── __init__.py │ │ │ ├── mllm_tools │ │ │ ├── __init__.py │ │ │ ├── gemini.py │ │ │ ├── idefics2_eval.py │ │ │ ├── mantis_idefics2_eval.py │ │ │ ├── minicpmv_eval.py │ │ │ ├── openai.py │ │ │ ├── qwen25vl_eval.py │ │ │ └── utils.py │ │ │ ├── parse_prompt.py │ │ │ ├── utils.py │ │ │ └── vie_prompts.py │ ├── genai │ │ ├── README.md │ │ ├── __init__.py │ │ ├── eval_prompts │ │ │ ├── genai1600 │ │ │ │ ├── genai_image.json │ │ │ │ └── genai_skills.json │ │ │ └── genai527 │ │ │ │ ├── genai_image.json │ │ │ │ └── genai_skills.json │ │ ├── genai1600.yaml │ │ ├── genai527.yaml │ │ ├── step1_gen_samples.py │ │ ├── step2_run_model.py │ │ └── t2v_metrics │ │ │ ├── __init__.py │ │ │ ├── clipscore.py │ │ │ ├── constants.py │ │ │ ├── dataset.py │ │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── model.py │ │ │ └── vqascore_models │ │ │ │ ├── __init__.py │ │ │ │ ├── clip_t5 │ │ │ │ ├── __init__.py │ │ │ │ └── model │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── language_model │ │ │ │ │ └── clip_t5.py │ │ │ │ │ ├── multimodal_encoder │ │ │ │ │ ├── builder.py │ │ │ │ │ └── clip_encoder.py │ │ │ │ │ └── multimodal_projector │ │ │ │ │ └── builder.py │ │ │ │ ├── clip_t5_model.py │ │ │ │ ├── mm_utils.py │ │ │ │ └── vqa_model.py │ │ │ ├── score.py │ │ │ └── vqascore.py │ ├── geneval │ │ ├── README.md │ │ ├── __init__.py │ │ ├── eval_prompts │ │ │ ├── evaluation_metadata.jsonl │ │ │ ├── evaluation_metadata_long.jsonl │ │ │ └── object_names.txt │ │ ├── geneval.yaml │ │ ├── geneval_long.yaml │ │ ├── requirements.txt │ │ ├── step1_gen_samples.py │ │ ├── step2_run_geneval.py │ │ └── step3_summary_score.py │ ├── imgedit │ │ ├── README.md │ │ ├── __init__.py │ │ ├── eval_prompts │ │ │ ├── basic_edit.json │ │ │ └── prompts.json │ │ ├── imgedit.yaml │ │ ├── step0_original_img.py │ │ ├── step1_gen_samples.py │ │ ├── step2_basic_bench.py │ │ └── step3_get_avgscore.py │ └── wise │ │ ├── README.md │ │ ├── __init__.py │ │ ├── data │ │ ├── cultural_common_sense.json │ │ ├── natural_science.json │ │ └── spatio-temporal_reasoning.json │ │ ├── step1_gen_samples.py │ │ ├── step2_gpt_eval.py │ │ ├── step3_wise_cal.py │ │ └── wise.yaml ├── logger.py ├── models │ ├── __init__.py │ ├── configuration_univa.py │ ├── configuration_univa_denoise_tower.py │ ├── configuration_univa_vision_tower.py │ ├── modeling_univa.py │ ├── modeling_univa_denoise_tower.py │ ├── modeling_univa_vision_tower.py │ ├── qwen2p5vl │ │ ├── configuration_univa_qwen2p5vl.py │ │ └── modeling_univa_qwen2p5vl.py │ └── qwen2vl │ │ ├── configuration_univa_qwen2vl.py │ │ └── modeling_univa_qwen2vl.py ├── serve │ ├── check_data.py │ ├── cli.py │ └── gradio_web_server.py ├── training │ ├── __init__.py │ ├── configuration_denoise.py │ ├── configuration_lvlm.py │ └── trainer.py └── utils │ ├── __init__.py │ ├── anyres_util.py │ ├── compile_utils │ ├── compile_clip.py │ ├── compile_flux.py │ ├── compile_qwen2p5vl.py │ ├── compile_siglip.py │ ├── compile_t5.py │ └── compile_vae.py │ ├── constant.py │ ├── create_ema.py │ ├── denoiser_prompt_embedding.py │ ├── denoiser_prompt_embedding_flux.py │ ├── embedding_resize.py │ ├── flux_pipeline.py │ ├── get_mask.py │ ├── get_ocr.py │ ├── prompter.py │ ├── sd3_pipeline.py │ └── sd3_pipeline_multicfg.py ├── uniworld_encoder_node.py ├── uniworld_sampler.py └── workflow └── uniworld-test.json /.github/workflows/publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/.github/workflows/publish.yml -------------------------------------------------------------------------------- /README-zh.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/README-zh.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/__init__.py -------------------------------------------------------------------------------- /assets/bf16/config.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/assets/bf16/config.json -------------------------------------------------------------------------------- /assets/example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/assets/example.png -------------------------------------------------------------------------------- /assets/extract_uniworld_nf4_weights.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/assets/extract_uniworld_nf4_weights.py -------------------------------------------------------------------------------- /assets/extract_uniworld_weights.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/assets/extract_uniworld_weights.py -------------------------------------------------------------------------------- /assets/nf4/config.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/assets/nf4/config.json -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/pyproject.toml -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | transformers==4.50.0 2 | #qwen-vl-utils 3 | bitsandbytes 4 | numpy -------------------------------------------------------------------------------- /siglip2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/siglip2.py -------------------------------------------------------------------------------- /univa/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/dataset/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/dataset/__init__.py -------------------------------------------------------------------------------- /univa/dataset/data_collator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/dataset/data_collator.py -------------------------------------------------------------------------------- /univa/dataset/llava_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/dataset/llava_dataset.py -------------------------------------------------------------------------------- /univa/dataset/qwen2vl_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/dataset/qwen2vl_dataset.py -------------------------------------------------------------------------------- /univa/eval/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/configuration_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/configuration_eval.py -------------------------------------------------------------------------------- /univa/eval/dpgbench/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/dpgbench/README.md -------------------------------------------------------------------------------- /univa/eval/dpgbench/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/dpgbench/dpgbench.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/dpgbench/dpgbench.yaml -------------------------------------------------------------------------------- /univa/eval/dpgbench/eval_prompts/dpgbench.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/dpgbench/eval_prompts/dpgbench.csv -------------------------------------------------------------------------------- /univa/eval/dpgbench/eval_prompts/dpgbench_prompts.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/dpgbench/eval_prompts/dpgbench_prompts.json -------------------------------------------------------------------------------- /univa/eval/dpgbench/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/dpgbench/requirements.txt -------------------------------------------------------------------------------- /univa/eval/dpgbench/step1_gen_samples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/dpgbench/step1_gen_samples.py -------------------------------------------------------------------------------- /univa/eval/dpgbench/step2_compute_dpg_bench.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/dpgbench/step2_compute_dpg_bench.py -------------------------------------------------------------------------------- /univa/eval/gedit/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/README.md -------------------------------------------------------------------------------- /univa/eval/gedit/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/gedit/gedit.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/gedit.yaml -------------------------------------------------------------------------------- /univa/eval/gedit/gedit_edit.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/gedit_edit.json -------------------------------------------------------------------------------- /univa/eval/gedit/secret_t2.env: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/gedit/step0_prepare_gedit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/step0_prepare_gedit.py -------------------------------------------------------------------------------- /univa/eval/gedit/step1_gen_samples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/step1_gen_samples.py -------------------------------------------------------------------------------- /univa/eval/gedit/step2_gedit_bench.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/step2_gedit_bench.py -------------------------------------------------------------------------------- /univa/eval/gedit/step3_calculate_statistics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/step3_calculate_statistics.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/__init__.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/mllm_tools/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/mllm_tools/gemini.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/mllm_tools/gemini.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/mllm_tools/idefics2_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/mllm_tools/idefics2_eval.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/mllm_tools/mantis_idefics2_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/mllm_tools/mantis_idefics2_eval.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/mllm_tools/minicpmv_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/mllm_tools/minicpmv_eval.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/mllm_tools/openai.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/mllm_tools/openai.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/mllm_tools/qwen25vl_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/mllm_tools/qwen25vl_eval.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/mllm_tools/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/mllm_tools/utils.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/parse_prompt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/parse_prompt.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/utils.py -------------------------------------------------------------------------------- /univa/eval/gedit/viescore/vie_prompts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/gedit/viescore/vie_prompts.py -------------------------------------------------------------------------------- /univa/eval/genai/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/README.md -------------------------------------------------------------------------------- /univa/eval/genai/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/genai/eval_prompts/genai1600/genai_image.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/eval_prompts/genai1600/genai_image.json -------------------------------------------------------------------------------- /univa/eval/genai/eval_prompts/genai1600/genai_skills.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/eval_prompts/genai1600/genai_skills.json -------------------------------------------------------------------------------- /univa/eval/genai/eval_prompts/genai527/genai_image.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/eval_prompts/genai527/genai_image.json -------------------------------------------------------------------------------- /univa/eval/genai/eval_prompts/genai527/genai_skills.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/eval_prompts/genai527/genai_skills.json -------------------------------------------------------------------------------- /univa/eval/genai/genai1600.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/genai1600.yaml -------------------------------------------------------------------------------- /univa/eval/genai/genai527.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/genai527.yaml -------------------------------------------------------------------------------- /univa/eval/genai/step1_gen_samples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/step1_gen_samples.py -------------------------------------------------------------------------------- /univa/eval/genai/step2_run_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/step2_run_model.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/__init__.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/clipscore.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/clipscore.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/constants.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/dataset.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/models/model.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/vqascore_models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/models/vqascore_models/__init__.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/model/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/model/__init__.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/model/language_model/clip_t5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/model/language_model/clip_t5.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/model/multimodal_encoder/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/model/multimodal_encoder/builder.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/model/multimodal_encoder/clip_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/model/multimodal_encoder/clip_encoder.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/model/multimodal_projector/builder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5/model/multimodal_projector/builder.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/models/vqascore_models/clip_t5_model.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/vqascore_models/mm_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/models/vqascore_models/mm_utils.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/models/vqascore_models/vqa_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/models/vqascore_models/vqa_model.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/score.py -------------------------------------------------------------------------------- /univa/eval/genai/t2v_metrics/vqascore.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/genai/t2v_metrics/vqascore.py -------------------------------------------------------------------------------- /univa/eval/geneval/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/geneval/README.md -------------------------------------------------------------------------------- /univa/eval/geneval/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/geneval/eval_prompts/evaluation_metadata.jsonl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/geneval/eval_prompts/evaluation_metadata.jsonl -------------------------------------------------------------------------------- /univa/eval/geneval/eval_prompts/evaluation_metadata_long.jsonl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/geneval/eval_prompts/evaluation_metadata_long.jsonl -------------------------------------------------------------------------------- /univa/eval/geneval/eval_prompts/object_names.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/geneval/eval_prompts/object_names.txt -------------------------------------------------------------------------------- /univa/eval/geneval/geneval.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/geneval/geneval.yaml -------------------------------------------------------------------------------- /univa/eval/geneval/geneval_long.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/geneval/geneval_long.yaml -------------------------------------------------------------------------------- /univa/eval/geneval/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/geneval/requirements.txt -------------------------------------------------------------------------------- /univa/eval/geneval/step1_gen_samples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/geneval/step1_gen_samples.py -------------------------------------------------------------------------------- /univa/eval/geneval/step2_run_geneval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/geneval/step2_run_geneval.py -------------------------------------------------------------------------------- /univa/eval/geneval/step3_summary_score.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/geneval/step3_summary_score.py -------------------------------------------------------------------------------- /univa/eval/imgedit/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/imgedit/README.md -------------------------------------------------------------------------------- /univa/eval/imgedit/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/imgedit/eval_prompts/basic_edit.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/imgedit/eval_prompts/basic_edit.json -------------------------------------------------------------------------------- /univa/eval/imgedit/eval_prompts/prompts.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/imgedit/eval_prompts/prompts.json -------------------------------------------------------------------------------- /univa/eval/imgedit/imgedit.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/imgedit/imgedit.yaml -------------------------------------------------------------------------------- /univa/eval/imgedit/step0_original_img.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/imgedit/step0_original_img.py -------------------------------------------------------------------------------- /univa/eval/imgedit/step1_gen_samples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/imgedit/step1_gen_samples.py -------------------------------------------------------------------------------- /univa/eval/imgedit/step2_basic_bench.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/imgedit/step2_basic_bench.py -------------------------------------------------------------------------------- /univa/eval/imgedit/step3_get_avgscore.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/imgedit/step3_get_avgscore.py -------------------------------------------------------------------------------- /univa/eval/wise/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/wise/README.md -------------------------------------------------------------------------------- /univa/eval/wise/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/eval/wise/data/cultural_common_sense.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/wise/data/cultural_common_sense.json -------------------------------------------------------------------------------- /univa/eval/wise/data/natural_science.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/wise/data/natural_science.json -------------------------------------------------------------------------------- /univa/eval/wise/data/spatio-temporal_reasoning.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/wise/data/spatio-temporal_reasoning.json -------------------------------------------------------------------------------- /univa/eval/wise/step1_gen_samples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/wise/step1_gen_samples.py -------------------------------------------------------------------------------- /univa/eval/wise/step2_gpt_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/wise/step2_gpt_eval.py -------------------------------------------------------------------------------- /univa/eval/wise/step3_wise_cal.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/wise/step3_wise_cal.py -------------------------------------------------------------------------------- /univa/eval/wise/wise.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/eval/wise/wise.yaml -------------------------------------------------------------------------------- /univa/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/logger.py -------------------------------------------------------------------------------- /univa/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/__init__.py -------------------------------------------------------------------------------- /univa/models/configuration_univa.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/configuration_univa.py -------------------------------------------------------------------------------- /univa/models/configuration_univa_denoise_tower.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/configuration_univa_denoise_tower.py -------------------------------------------------------------------------------- /univa/models/configuration_univa_vision_tower.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/configuration_univa_vision_tower.py -------------------------------------------------------------------------------- /univa/models/modeling_univa.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/modeling_univa.py -------------------------------------------------------------------------------- /univa/models/modeling_univa_denoise_tower.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/modeling_univa_denoise_tower.py -------------------------------------------------------------------------------- /univa/models/modeling_univa_vision_tower.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/modeling_univa_vision_tower.py -------------------------------------------------------------------------------- /univa/models/qwen2p5vl/configuration_univa_qwen2p5vl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/qwen2p5vl/configuration_univa_qwen2p5vl.py -------------------------------------------------------------------------------- /univa/models/qwen2p5vl/modeling_univa_qwen2p5vl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/qwen2p5vl/modeling_univa_qwen2p5vl.py -------------------------------------------------------------------------------- /univa/models/qwen2vl/configuration_univa_qwen2vl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/qwen2vl/configuration_univa_qwen2vl.py -------------------------------------------------------------------------------- /univa/models/qwen2vl/modeling_univa_qwen2vl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/models/qwen2vl/modeling_univa_qwen2vl.py -------------------------------------------------------------------------------- /univa/serve/check_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/serve/check_data.py -------------------------------------------------------------------------------- /univa/serve/cli.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/serve/cli.py -------------------------------------------------------------------------------- /univa/serve/gradio_web_server.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/serve/gradio_web_server.py -------------------------------------------------------------------------------- /univa/training/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/training/configuration_denoise.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/training/configuration_denoise.py -------------------------------------------------------------------------------- /univa/training/configuration_lvlm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/training/configuration_lvlm.py -------------------------------------------------------------------------------- /univa/training/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/training/trainer.py -------------------------------------------------------------------------------- /univa/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /univa/utils/anyres_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/anyres_util.py -------------------------------------------------------------------------------- /univa/utils/compile_utils/compile_clip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/compile_utils/compile_clip.py -------------------------------------------------------------------------------- /univa/utils/compile_utils/compile_flux.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/compile_utils/compile_flux.py -------------------------------------------------------------------------------- /univa/utils/compile_utils/compile_qwen2p5vl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/compile_utils/compile_qwen2p5vl.py -------------------------------------------------------------------------------- /univa/utils/compile_utils/compile_siglip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/compile_utils/compile_siglip.py -------------------------------------------------------------------------------- /univa/utils/compile_utils/compile_t5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/compile_utils/compile_t5.py -------------------------------------------------------------------------------- /univa/utils/compile_utils/compile_vae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/compile_utils/compile_vae.py -------------------------------------------------------------------------------- /univa/utils/constant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/constant.py -------------------------------------------------------------------------------- /univa/utils/create_ema.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/create_ema.py -------------------------------------------------------------------------------- /univa/utils/denoiser_prompt_embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/denoiser_prompt_embedding.py -------------------------------------------------------------------------------- /univa/utils/denoiser_prompt_embedding_flux.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/denoiser_prompt_embedding_flux.py -------------------------------------------------------------------------------- /univa/utils/embedding_resize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/embedding_resize.py -------------------------------------------------------------------------------- /univa/utils/flux_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/flux_pipeline.py -------------------------------------------------------------------------------- /univa/utils/get_mask.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/get_mask.py -------------------------------------------------------------------------------- /univa/utils/get_ocr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/get_ocr.py -------------------------------------------------------------------------------- /univa/utils/prompter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/prompter.py -------------------------------------------------------------------------------- /univa/utils/sd3_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/sd3_pipeline.py -------------------------------------------------------------------------------- /univa/utils/sd3_pipeline_multicfg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/univa/utils/sd3_pipeline_multicfg.py -------------------------------------------------------------------------------- /uniworld_encoder_node.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/uniworld_encoder_node.py -------------------------------------------------------------------------------- /uniworld_sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/uniworld_sampler.py -------------------------------------------------------------------------------- /workflow/uniworld-test.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/judian17/ComfyUI-UniWorld-jd17/HEAD/workflow/uniworld-test.json --------------------------------------------------------------------------------