Text Classification
Transformers
Safetensors
truetype_system_one
feature-extraction
custom_code
gemma4
typed-decisions
Instructions to use stephenlb/system-one-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use stephenlb/system-one-model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="stephenlb/system-one-model", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("stephenlb/system-one-model", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download config.json from stephenlb/system-one-model: direct link, hf CLI and curl.
- Browser
- Download file 5.68 kB
-
https://huggingface.co/stephenlb/system-one-model/resolve/main/config.json
- Command line
-
hf download hf://stephenlb/system-one-model/config.json
-
curl -L -o config.json https://huggingface.co/stephenlb/system-one-model/resolve/main/config.json
5.68 kB
| { | |
| "architectures": [ | |
| "TrueTypeSystemOneModel" | |
| ], | |
| "audio_config": { | |
| "_name_or_path": "", | |
| "architectures": null, | |
| "audio_embed_dim": 640, | |
| "chunk_size_feed_forward": 0, | |
| "dtype": "bfloat16", | |
| "id2label": { | |
| "0": "LABEL_0", | |
| "1": "LABEL_1" | |
| }, | |
| "initializer_range": 0.02, | |
| "is_encoder_decoder": false, | |
| "label2id": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "model_type": "gemma4_unified_audio", | |
| "output_attentions": false, | |
| "output_hidden_states": false, | |
| "problem_type": null, | |
| "return_dict": true, | |
| "rms_norm_eps": 1e-06 | |
| }, | |
| "audio_token_id": 258881, | |
| "boa_token_id": 256000, | |
| "boi_token_id": 255999, | |
| "dtype": "bfloat16", | |
| "eoa_token_index": 258883, | |
| "eoi_token_id": 258882, | |
| "image_token_id": 258880, | |
| "initializer_range": 0.02, | |
| "letter_token_ids": [ | |
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| 782, | |
| 649, | |
| 1684, | |
| 895, | |
| 1491 | |
| ], | |
| "model_type": "truetype_system_one", | |
| "num_letters": 26, | |
| "text_config": { | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "attention_k_eq_v": true, | |
| "bos_token_id": 2, | |
| "dtype": "bfloat16", | |
| "enable_moe_block": false, | |
| "eos_token_id": 1, | |
| "final_logit_softcapping": 30.0, | |
| "head_dim": 256, | |
| "hidden_activation": "gelu_pytorch_tanh", | |
| "hidden_size": 3840, | |
| "hidden_size_per_layer_input": 0, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 15360, | |
| "layer_types": [ | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "sliding_attention", | |
| "full_attention" | |
| ], | |
| "max_position_embeddings": 262144, | |
| "model_type": "gemma4_unified_text", | |
| "moe_intermediate_size": null, | |
| "num_attention_heads": 16, | |
| "num_experts": null, | |
| "num_hidden_layers": 48, | |
| "num_key_value_heads": 8, | |
| "num_kv_shared_layers": 0, | |
| "pad_token_id": 0, | |
| "per_layer_config": { | |
| "05": { | |
| "head_dim": 512, | |
| "num_key_value_heads": 1 | |
| }, | |
| "11": { | |
| "head_dim": 512, | |
| "num_key_value_heads": 1 | |
| }, | |
| "17": { | |
| "head_dim": 512, | |
| "num_key_value_heads": 1 | |
| }, | |
| "23": { | |
| "head_dim": 512, | |
| "num_key_value_heads": 1 | |
| }, | |
| "29": { | |
| "head_dim": 512, | |
| "num_key_value_heads": 1 | |
| }, | |
| "35": { | |
| "head_dim": 512, | |
| "num_key_value_heads": 1 | |
| }, | |
| "41": { | |
| "head_dim": 512, | |
| "num_key_value_heads": 1 | |
| }, | |
| "47": { | |
| "head_dim": 512, | |
| "num_key_value_heads": 1 | |
| } | |
| }, | |
| "rms_norm_eps": 1e-06, | |
| "rope_parameters": { | |
| "full_attention": { | |
| "partial_rotary_factor": 0.25, | |
| "rope_theta": 1000000.0, | |
| "rope_type": "proportional" | |
| }, | |
| "sliding_attention": { | |
| "rope_theta": 10000.0, | |
| "rope_type": "default" | |
| } | |
| }, | |
| "sliding_window": 1024, | |
| "tie_word_embeddings": true, | |
| "top_k_experts": null, | |
| "use_bidirectional_attention": "vision", | |
| "use_cache": true, | |
| "use_double_wide_mlp": false, | |
| "vocab_size": 262144, | |
| "vocab_size_per_layer_input": 262144 | |
| }, | |
| "tie_word_embeddings": false, | |
| "transformers_version": "5.17.0", | |
| "video_token_id": 258884, | |
| "vision_config": { | |
| "_name_or_path": "", | |
| "architectures": null, | |
| "chunk_size_feed_forward": 0, | |
| "dtype": "bfloat16", | |
| "id2label": { | |
| "0": "LABEL_0", | |
| "1": "LABEL_1" | |
| }, | |
| "initializer_range": 0.02, | |
| "is_encoder_decoder": false, | |
| "label2id": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "mm_embed_dim": 3840, | |
| "mm_posemb_size": 1120, | |
| "model_type": "gemma4_unified_vision", | |
| "num_soft_tokens": 280, | |
| "output_attentions": false, | |
| "output_hidden_states": false, | |
| "output_proj_dims": 3840, | |
| "patch_size": 16, | |
| "pooling_kernel_size": 3, | |
| "problem_type": null, | |
| "return_dict": true, | |
| "rms_norm_eps": 1e-06 | |
| }, | |
| "auto_map": { | |
| "AutoConfig": "configuration_truetype.TrueTypeSystemOneConfig", | |
| "AutoModel": "modeling_truetype.TrueTypeSystemOneModel", | |
| "AutoModelForMultimodalLM": "modeling_truetype.TrueTypeSystemOneModel", | |
| "AutoModelForImageTextToText": "modeling_truetype.TrueTypeSystemOneModel" | |
| }, | |
| "custom_pipelines": { | |
| "system-one": { | |
| "impl": "pipeline_truetype.SystemOnePipeline", | |
| "pt": [ | |
| "AutoModelForMultimodalLM" | |
| ], | |
| "tf": [] | |
| } | |
| } | |
| } | |