Transformers
English
time-series
time-series-language-model
latent-reasoning
reasoning
ecg
sleep-staging
human-activity-recognition
llama-3.2
qwen3
Instructions to use leochen085/Lapras with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use leochen085/Lapras with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("leochen085/Lapras", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download chatts/lapras_engine/config.json from leochen085/Lapras: direct link, hf CLI and curl.
- Browser
- Download file 2.21 kB
-
https://huggingface.co/leochen085/Lapras/resolve/main/chatts/lapras_engine/config.json
- Command line
-
hf download hf://leochen085/Lapras/chatts/lapras_engine/config.json
-
curl -L -o config.json https://huggingface.co/leochen085/Lapras/resolve/main/chatts/lapras_engine/config.json
2.21 kB
| { | |
| "architectures": [ | |
| "Qwen3TSForCausalLM" | |
| ], | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "auto_map": { | |
| "AutoConfig": "configuration_qwen3_ts.Qwen3TSConfig", | |
| "AutoModel": "modeling_qwen3_ts.Qwen3TSForCausalLM", | |
| "AutoModelForCausalLM": "modeling_qwen3_ts.Qwen3TSForCausalLM", | |
| "AutoProcessor": "processing_qwen3_ts.Qwen3TSProcessor" | |
| }, | |
| "bos_token_id": 151643, | |
| "eos_token_id": 151645, | |
| "head_dim": 128, | |
| "hidden_act": "silu", | |
| "hidden_size": 4096, | |
| "ignore_index": -100, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 12288, | |
| "layer_types": [ | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention" | |
| ], | |
| "max_position_embeddings": 40960, | |
| "max_window_layers": 36, | |
| "model_type": "qwen3ts", | |
| "num_attention_heads": 32, | |
| "num_hidden_layers": 36, | |
| "num_key_value_heads": 8, | |
| "pad_token_id": 151643, | |
| "rms_norm_eps": 1e-06, | |
| "rope_scaling": null, | |
| "rope_theta": 1000000, | |
| "sliding_window": null, | |
| "tie_word_embeddings": false, | |
| "torch_dtype": "bfloat16", | |
| "transformers_version": "4.55.4", | |
| "ts": { | |
| "embedding_dim": 16, | |
| "hidden_size": 4096, | |
| "max_length": 32768, | |
| "max_sequence_length": 8192, | |
| "num_features": 2, | |
| "num_layers": 5, | |
| "patch_size": 60, | |
| "use_layer_norm": false, | |
| "use_position_embedding": true, | |
| "use_position_idx": false | |
| }, | |
| "ts_token_end_index": 151670, | |
| "ts_token_start_index": 151669, | |
| "use_cache": false, | |
| "use_sliding_window": false, | |
| "vocab_size": 151936 | |
| } | |