Image-to-Text
Diffusers
Safetensors
English
uniar
image-generation
image-understanding
image-editing
multimodal
autoregressive
text-to-image
unified-model
Instructions to use ShareLab-SII/UniAR-RL with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use ShareLab-SII/UniAR-RL with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("ShareLab-SII/UniAR-RL", 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
File size: 1,647 Bytes
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"architectures": [
"UniARForConditionalGeneration"
],
"model_type": "uniar",
"text_config": {
"vocab_size": 151936,
"hidden_size": 4096,
"intermediate_size": 12288,
"num_hidden_layers": 36,
"num_attention_heads": 32,
"num_key_value_heads": 8,
"head_dim": 128,
"hidden_act": "silu",
"max_position_embeddings": 32768,
"initializer_range": 0.02,
"rms_norm_eps": 1e-06,
"use_cache": true,
"rope_theta": 1000000,
"rope_scaling": {
"mrope_section": [
24,
20,
20
],
"rope_type": "default"
},
"attention_bias": false,
"attention_dropout": 0.0,
"tie_word_embeddings": false
},
"vision_config": {
"depth": 27,
"hidden_size": 1152,
"hidden_act": "gelu_pytorch_tanh",
"intermediate_size": 4304,
"num_heads": 16,
"in_channels": 3,
"patch_size": 16,
"spatial_merge_size": 2,
"temporal_patch_size": 2,
"out_hidden_size": 4096,
"initializer_range": 0.02,
"use_bsq": true,
"bsq_dim": 64,
"bsq_hidden_dim": 8192,
"bsq_skip_final_layernorm": true,
"vistok_pred": false,
"vistok_pred_layernorm": false,
"vistok_pred_transformer_head": false,
"num_position_embeddings": 2304,
"deepstack_visual_indexes": [
8,
16,
24
]
},
"vistok_pred": true,
"vistok_pred_layernorm": true,
"vistok_pred_use_mlp": false,
"visual_transformer_decoder": true,
"image_token_id": 151655,
"video_token_id": 151656,
"vision_start_token_id": 151652,
"vision_end_token_id": 151653,
"tie_word_embeddings": false,
"torch_dtype": "bfloat16"
} |