Video-Text-to-Text
Transformers
Safetensors
llava_next_video
image-text-to-text
llava
video
sign-language
multimodal
Instructions to use Remostart/sign-language with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Remostart/sign-language with Transformers:
# Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("Remostart/sign-language") model = AutoModelForMultimodalLM.from_pretrained("Remostart/sign-language", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "LlavaNextVideoForConditionalGeneration" | |
| ], | |
| "dtype": "float16", | |
| "ignore_index": -100, | |
| "image_grid_pinpoints": [ | |
| [ | |
| 336, | |
| 672 | |
| ], | |
| [ | |
| 672, | |
| 336 | |
| ], | |
| [ | |
| 672, | |
| 672 | |
| ], | |
| [ | |
| 1008, | |
| 336 | |
| ], | |
| [ | |
| 336, | |
| 1008 | |
| ] | |
| ], | |
| "image_seq_length": 576, | |
| "image_token_index": 32001, | |
| "model_type": "llava_next_video", | |
| "multimodal_projector_bias": true, | |
| "projector_hidden_act": "gelu", | |
| "spatial_pool_mode": "average", | |
| "spatial_pool_out_channels": 1024, | |
| "spatial_pool_stride": 2, | |
| "text_config": { | |
| "_name_or_path": "lmsys/vicuna-7b-v1.5", | |
| "architectures": [ | |
| "LlamaForCausalLM" | |
| ], | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 1, | |
| "dtype": "float16", | |
| "eos_token_id": 2, | |
| "head_dim": 128, | |
| "hidden_act": "silu", | |
| "hidden_size": 4096, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 11008, | |
| "max_position_embeddings": 4096, | |
| "mlp_bias": false, | |
| "model_type": "llama", | |
| "num_attention_heads": 32, | |
| "num_hidden_layers": 32, | |
| "num_key_value_heads": 32, | |
| "pad_token_id": 0, | |
| "pretraining_tp": 1, | |
| "rms_norm_eps": 1e-05, | |
| "rope_parameters": { | |
| "factor": 2.5, | |
| "rope_theta": 10000.0, | |
| "rope_type": "linear", | |
| "type": "linear" | |
| }, | |
| "tie_word_embeddings": false, | |
| "type": "linear", | |
| "use_cache": true, | |
| "vocab_size": 32064 | |
| }, | |
| "tie_word_embeddings": false, | |
| "transformers_version": "5.12.1", | |
| "use_image_newline_parameter": true, | |
| "video_seq_length": 288, | |
| "video_token_index": 32000, | |
| "vision_config": { | |
| "attention_dropout": 0.0, | |
| "dtype": "float16", | |
| "hidden_act": "quick_gelu", | |
| "hidden_size": 1024, | |
| "image_size": 336, | |
| "initializer_factor": 1.0, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4096, | |
| "layer_norm_eps": 1e-05, | |
| "model_type": "clip_vision_model", | |
| "num_attention_heads": 16, | |
| "num_channels": 3, | |
| "num_hidden_layers": 24, | |
| "patch_size": 14, | |
| "projection_dim": 768, | |
| "vocab_size": 32000 | |
| }, | |
| "vision_feature_layer": -2, | |
| "vision_feature_select_strategy": "default" | |
| } | |