Instructions to use centml/wan2.2-t2v-a14b-diffusers-mlpinf-fp8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use centml/wan2.2-t2v-a14b-diffusers-mlpinf-fp8 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("centml/wan2.2-t2v-a14b-diffusers-mlpinf-fp8", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
| { | |
| "_class_name": "WanTransformer3DModel", | |
| "_diffusers_version": "0.37.1", | |
| "_name_or_path": "/lustre/fsw/coreai_mlperf_inference/tinyinl/models/Wan2.2-T2V-A14B-Diffusers/transformer", | |
| "added_kv_proj_dim": null, | |
| "attention_head_dim": 128, | |
| "cross_attn_norm": true, | |
| "eps": 1e-06, | |
| "ffn_dim": 13824, | |
| "freq_dim": 256, | |
| "image_dim": null, | |
| "in_channels": 16, | |
| "num_attention_heads": 40, | |
| "num_layers": 40, | |
| "out_channels": 16, | |
| "patch_size": [ | |
| 1, | |
| 2, | |
| 2 | |
| ], | |
| "pos_embed_seq_len": null, | |
| "qk_norm": "rms_norm_across_heads", | |
| "rope_max_seq_len": 1024, | |
| "text_dim": 4096, | |
| "quantization_config": { | |
| "config_groups": { | |
| "group_0": { | |
| "input_activations": { | |
| "dynamic": false, | |
| "num_bits": 8, | |
| "type": "float" | |
| }, | |
| "weights": { | |
| "dynamic": false, | |
| "num_bits": 8, | |
| "type": "float" | |
| }, | |
| "targets": [ | |
| "Linear" | |
| ] | |
| } | |
| }, | |
| "ignore": [ | |
| "blocks.0*", | |
| "blocks.1.*", | |
| "blocks.2.*", | |
| "blocks.37*", | |
| "blocks.38*", | |
| "blocks.39*", | |
| "condition_embedder*", | |
| "patch_embedding", | |
| "proj_out" | |
| ], | |
| "quant_algo": "FP8", | |
| "kv_cache_scheme": { | |
| "dynamic": false, | |
| "num_bits": 8, | |
| "type": "float" | |
| }, | |
| "producer": { | |
| "name": "modelopt", | |
| "version": "0.46.0.dev170+gf479e7890" | |
| }, | |
| "quant_method": "modelopt" | |
| } | |
| } |