Video-Text-to-Text
Transformers
Safetensors
English
Chinese
moss_vl
feature-extraction
MOSS-VL
image-understanding
video-understanding
bitsandbytes
NF4
quantized
custom_code
4-bit precision
Instructions to use OpenMOSS-Team/MOSS-VL-Instruct-0708-NF4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use OpenMOSS-Team/MOSS-VL-Instruct-0708-NF4 with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("OpenMOSS-Team/MOSS-VL-Instruct-0708-NF4", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "MossVLForConditionalGeneration" | |
| ], | |
| "auto_map": { | |
| "AutoConfig": "configuration_moss_vl.MossVLConfig", | |
| "AutoModel": "modeling_moss_vl.MossVLForConditionalGeneration", | |
| "AutoModelForCausalLM": "modeling_moss_vl.MossVLForConditionalGeneration" | |
| }, | |
| "dtype": "bfloat16", | |
| "image_token_id": 151655, | |
| "model_type": "moss_vl", | |
| "quantization_config": { | |
| "_load_in_4bit": true, | |
| "_load_in_8bit": false, | |
| "bnb_4bit_compute_dtype": "bfloat16", | |
| "bnb_4bit_quant_storage": "uint8", | |
| "bnb_4bit_quant_type": "nf4", | |
| "bnb_4bit_use_double_quant": true, | |
| "llm_int8_enable_fp32_cpu_offload": false, | |
| "llm_int8_has_fp16_weight": false, | |
| "llm_int8_skip_modules": [ | |
| "model.visual", | |
| "cross_attn", | |
| "lm_head", | |
| "model.language_model.layers.0", | |
| "model.language_model.layers.1", | |
| "model.language_model.layers.2", | |
| "model.language_model.layers.3", | |
| "model.language_model.layers.44", | |
| "model.language_model.layers.45", | |
| "model.language_model.layers.46", | |
| "model.language_model.layers.47", | |
| "model.language_model.model.layers.0", | |
| "model.language_model.model.layers.1", | |
| "model.language_model.model.layers.2", | |
| "model.language_model.model.layers.3", | |
| "model.language_model.model.layers.44", | |
| "model.language_model.model.layers.45", | |
| "model.language_model.model.layers.46", | |
| "model.language_model.model.layers.47" | |
| ], | |
| "llm_int8_threshold": 6.0, | |
| "load_in_4bit": true, | |
| "load_in_8bit": false, | |
| "quant_method": "bitsandbytes" | |
| }, | |
| "text_config": { | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 151643, | |
| "cross_attention_layers": [ | |
| 2, | |
| 6, | |
| 10, | |
| 14, | |
| 18, | |
| 22, | |
| 26, | |
| 30, | |
| 34, | |
| 38, | |
| 42, | |
| 46 | |
| ], | |
| "dtype": "bfloat16", | |
| "eos_token_id": 151645, | |
| "head_dim": 128, | |
| "hidden_act": "silu", | |
| "hidden_size": 4096, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 12288, | |
| "max_position_embeddings": 262144, | |
| "model_type": "moss_vl_text", | |
| "num_attention_heads": 32, | |
| "num_hidden_layers": 48, | |
| "num_key_value_heads": 8, | |
| "rms_norm_eps": 1e-06, | |
| "rope_scaling": { | |
| "mrope_interleaved": true, | |
| "mrope_section": [ | |
| 24, | |
| 20, | |
| 20 | |
| ], | |
| "rope_type": "default" | |
| }, | |
| "rope_theta": 5000000, | |
| "use_cache": true, | |
| "vocab_size": 151936 | |
| }, | |
| "tie_word_embeddings": false, | |
| "transformers_version": "4.57.1", | |
| "video_token_id": 151656, | |
| "vision_config": { | |
| "deepstack_visual_indexes": [ | |
| 8, | |
| 16, | |
| 24 | |
| ], | |
| "depth": 27, | |
| "dtype": "bfloat16", | |
| "hidden_act": "gelu_pytorch_tanh", | |
| "hidden_size": 1152, | |
| "in_channels": 3, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4304, | |
| "model_type": "moss_vl_vision", | |
| "num_heads": 16, | |
| "num_position_embeddings": 2304, | |
| "out_hidden_size": 4096, | |
| "patch_size": 16, | |
| "spatial_merge_size": 2, | |
| "temporal_patch_size": 1 | |
| }, | |
| "vision_end_token_id": 151653, | |
| "vision_seq_pad_multiple": 8, | |
| "vision_start_token_id": 151652 | |
| } | |