| # Patrick Bateman (Version: v1.0) | |
| **Creator**: [entmike2](https://civitai.com/user/entmike2) | |
| **Type**: LORA | |
| **Base Model**: Hunyuan Video | |
| **Version Uploaded**: 2025-01-18 | |
| **Trigger Words**: `patrick bateman, man in suit and tie, smiles and nods` | |
| **Civitai Model ID**: 1156873 | |
| **Civitai Version ID**: 1301167 | |
| **Stats (at time of fetch for this version)**: | |
| * Downloads: 139 | |
| * Rating: 0 (0 ratings) | |
| * Favorites: N/A | |
| --- | |
| ## 📄 Description (Parent Model) | |
| Patrick Bateman from American Psycho, trained on 36 short clips for [512] resolution bucket, and [24, 68] frame buckets. 5 repeats for 40 epochs. Trained with diffusion-pipe. Trained on 2x 3090s. If you are training on 1x 3090, you can remove pipeline_stages=2 config.toml: pipeline_stages = 2 | |
| output_dir = "/workspace/outputs/patrick-bateman" | |
| dataset = "/workspace/configs/patrick-bateman/dataset.toml" | |
| epochs = 150 | |
| micro_batch_size_per_gpu = 1 | |
| gradient_accumulation_steps = 4 | |
| gradient_clipping = 1 | |
| warmup_steps = 10 | |
| eval_every_n_epochs = 1 | |
| eval_before_first_step = true | |
| eval_micro_batch_size_per_gpu = 1 | |
| eval_gradient_accumulation_steps = 1 | |
| save_every_n_epochs = 10 | |
| checkpoint_every_n_minutes = 120 | |
| activation_checkpointing = true | |
| partition_method = "parameters" | |
| save_dtype = "bfloat16" | |
| caching_batch_size = 1 | |
| steps_per_print = 1 | |
| video_clip_mode = "single_middle" | |
| [model] | |
| type = "hunyuan-video" | |
| transformer_path = "/workspace/models/hunyuan_video_720_cfgdistill_fp8_e4m3fn.safetensors" | |
| vae_path = "/workspace/models/hunyuan_video_vae_fp32.safetensors" | |
| llm_path = "/workspace/models/llava-llama-3-8b-text-encoder-tokenizer" | |
| clip_path = "/workspace/models/clip-vit-large-patch14" | |
| dtype = "bfloat16" | |
| transformer_dtype = "float8" | |
| timestep_sample_method = "logit_normal" | |
| [adapter] | |
| type = "lora" | |
| rank = 32 | |
| dtype = "bfloat16" | |
| only_double_blocks = false | |
| [optimizer] | |
| type = "adamw" | |
| lr = 0.0001 | |
| betas = [ 0.9, 0.99,] | |
| weight_decay = 0.01 | |
| eps = 1e-8 | |
| [monitoring] | |
| enable_wandb = false dataset.toml: resolutions = [ 512, ] | |
| enable_ar_bucket = true | |
| min_ar = 0.5 | |
| max_ar = 2 | |
| num_ar_buckets = 7 | |
| frame_buckets = [ 24, 68,] | |
| [[directory]] | |
| path = "/workspace/datasets/patrick-bateman" | |
| num_repeats = 5 | |
| ## Version Notes (v1.0) | |
| Patrick Bateman from American Psycho, trained on 36 short clips for [512] resolution bucket, and [24, 36] frame buckets. 5 repeats for 40 epochs. Trained with diffusion-pipe. | |
| --- | |
| ## Civitai Links | |
| * **[🔗 View This Version on Civitai →](https://civitai.com/models/1156873?modelVersionId=1301167)** | |
| * [View Full Model Page →](https://civitai.com/models/1156873) | |
| * [View Creator Profile →](https://civitai.com/user/entmike2) | |
| --- | |
| ## File Information | |
| * **Filename (Saved Locally)**: `patrick-bateman-e40.safetensors` | |
| * **Filename (Civitai)**: `patrick-bateman-e40.safetensors` | |
| * **Size**: 307.58 MB | |
| * **Hash (AutoV2)**: `93E0A76283` | |
| --- | |
| *Downloaded locally using CivitaiLocalDownloader/1.3-AllVersions-NoCreatorFolder.* | |