Text Classification
Transformers
Safetensors
English
lfm3_vl
feature-extraction
lfm3
decision
decision-model
classification
calibration
system-one
security
agent-guard
guardrails
custom_code
Instructions to use aidendle94/Scantron-Preview with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use aidendle94/Scantron-Preview with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="aidendle94/Scantron-Preview", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("aidendle94/Scantron-Preview", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download config.json from aidendle94/Scantron-Preview: direct link, hf CLI and curl.
- Browser
- Download file 2.9 kB
-
https://huggingface.co/aidendle94/Scantron-Preview/resolve/main/config.json
- Command line
-
hf download hf://aidendle94/Scantron-Preview/config.json
-
curl -L -o config.json https://huggingface.co/aidendle94/Scantron-Preview/resolve/main/config.json
2.9 kB
| { | |
| "architectures": [ | |
| "D1Model" | |
| ], | |
| "bos_token_id": 124894, | |
| "downsample_factor": 2, | |
| "dtype": "bfloat16", | |
| "eos_token_id": 124900, | |
| "image_token_id": 125030, | |
| "model_type": "lfm3_vl", | |
| "pad_token_id": 124893, | |
| "projector_bias": true, | |
| "projector_hidden_act": "gelu", | |
| "projector_hidden_size": 4096, | |
| "projector_layer_norm_eps": 1e-06, | |
| "text_config": { | |
| "bos_token_id": 124894, | |
| "conv_L_cache": 7, | |
| "conv_bias": false, | |
| "dtype": "bfloat16", | |
| "eos_token_id": 124900, | |
| "head_dim": 128, | |
| "hidden_size": 2048, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 7680, | |
| "layer_types": [ | |
| "conv", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "sliding_attention", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "sliding_attention", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "sliding_attention", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "sliding_attention", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "sliding_attention", | |
| "conv", | |
| "full_attention", | |
| "conv" | |
| ], | |
| "max_position_embeddings": 128000, | |
| "model_type": "lfm3", | |
| "norm_eps": 1e-05, | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 24, | |
| "num_key_value_heads": 4, | |
| "pad_token_id": 124893, | |
| "rope_parameters": { | |
| "full_attention": { | |
| "partial_rotary_factor": 0.5, | |
| "rope_theta": 1000000.0, | |
| "rope_type": "default" | |
| }, | |
| "sliding_attention": { | |
| "rope_theta": 10000, | |
| "rope_type": "default" | |
| } | |
| }, | |
| "sliding_window": 256, | |
| "tie_word_embeddings": false, | |
| "use_cache": true, | |
| "use_sandwich_norm": true, | |
| "vocab_size": 128000 | |
| }, | |
| "tie_word_embeddings": false, | |
| "transformers_version": "5.19.0", | |
| "video_token_id": 125029, | |
| "vision_config": { | |
| "conv_kernel_size": 3, | |
| "dtype": "bfloat16", | |
| "hidden_size": 1024, | |
| "in_channels": 3, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 2560, | |
| "layer_types": [ | |
| "conv", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "full_attention", | |
| "conv", | |
| "full_attention", | |
| "conv" | |
| ], | |
| "model_type": "lfm3_vl_vision", | |
| "norm_eps": 1e-05, | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 14, | |
| "num_key_value_heads": 8, | |
| "patch_size": 16, | |
| "rope_parameters": { | |
| "rope_theta": 1000000.0, | |
| "rope_type": "axial" | |
| }, | |
| "spatial_merge_size": 2, | |
| "temporal_patch_size": 2 | |
| }, | |
| "vision_end_token_id": 125010, | |
| "vision_start_token_id": 125009, | |
| "d1_codes": 2, | |
| "d1_attention": "set", | |
| "d1_numbers": true, | |
| "d1_set_size": 16, | |
| "d1_vision_max_pixels": 1638400, | |
| "auto_map": { | |
| "AutoModel": "modeling_d1_lfm3_vl.D1Model", | |
| "AutoConfig": "native_lfm3_vl.Lfm3VlConfig" | |
| } | |
| } |