Instructions to use sociocom/MedPHINER-Llama-3.1-Swallow-8B-Instruct-v0.5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use sociocom/MedPHINER-Llama-3.1-Swallow-8B-Instruct-v0.5 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("/data/llmcache/tokyotech-llm/Llama-3.1-Swallow-8B-Instruct-v0.5/") model = PeftModel.from_pretrained(base_model, "sociocom/MedPHINER-Llama-3.1-Swallow-8B-Instruct-v0.5") - Notebooks
- Google Colab
- Kaggle
Download config.json from sociocom/MedPHINER-Llama-3.1-Swallow-8B-Instruct-v0.5: direct link, hf CLI and curl.
- Browser
- Download file 869 Bytes
-
https://huggingface.co/sociocom/MedPHINER-Llama-3.1-Swallow-8B-Instruct-v0.5/resolve/main/config.json
- Command line
-
hf download hf://sociocom/MedPHINER-Llama-3.1-Swallow-8B-Instruct-v0.5/config.json
-
curl -L -o config.json https://huggingface.co/sociocom/MedPHINER-Llama-3.1-Swallow-8B-Instruct-v0.5/resolve/main/config.json
869 Bytes
| { | |
| "architectures": [ | |
| "LlamaForCausalLM" | |
| ], | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 128000, | |
| "dtype": "bfloat16", | |
| "eos_token_id": [ | |
| 128001, | |
| 128008, | |
| 128009 | |
| ], | |
| "head_dim": 128, | |
| "hidden_act": "silu", | |
| "hidden_size": 4096, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 14336, | |
| "max_position_embeddings": 131072, | |
| "mlp_bias": false, | |
| "model_type": "llama", | |
| "num_attention_heads": 32, | |
| "num_hidden_layers": 32, | |
| "num_key_value_heads": 8, | |
| "pretraining_tp": 1, | |
| "rms_norm_eps": 1e-05, | |
| "rope_scaling": { | |
| "factor": 8.0, | |
| "high_freq_factor": 4.0, | |
| "low_freq_factor": 1.0, | |
| "original_max_position_embeddings": 8192, | |
| "rope_type": "llama3" | |
| }, | |
| "rope_theta": 500000.0, | |
| "tie_word_embeddings": false, | |
| "transformers_version": "4.57.5", | |
| "use_cache": false, | |
| "vocab_size": 128256 | |
| } | |