Text Generation
PEFT
Safetensors
qwen
qwen3
lora
biomedical-entity-linking
clinical-nlp
concept-normalization
snomed-ct
rewriting
reasoning
reinforcement-learning
conversational
Instructions to use Tao-AI-Informatics/Qwen3-8B-LoRA-ContextBioEL-Rewriter-RL with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Tao-AI-Informatics/Qwen3-8B-LoRA-ContextBioEL-Rewriter-RL with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("/dgx1data/aii/tao/tools/models/Qwen/Qwen3-8B/models--Qwen--Qwen3-8B/snapshots/b968826d9c46dd6066d109eabc6255188de91218") model = PeftModel.from_pretrained(base_model, "Tao-AI-Informatics/Qwen3-8B-LoRA-ContextBioEL-Rewriter-RL") - Notebooks
- Google Colab
- Kaggle
| { | |
| "add_prefix_space": false, | |
| "backend": "tokenizers", | |
| "bos_token": null, | |
| "clean_up_tokenization_spaces": false, | |
| "eos_token": "<|im_end|>", | |
| "errors": "replace", | |
| "extra_special_tokens": [ | |
| "<|im_start|>", | |
| "<|im_end|>", | |
| "<|object_ref_start|>", | |
| "<|object_ref_end|>", | |
| "<|box_start|>", | |
| "<|box_end|>", | |
| "<|quad_start|>", | |
| "<|quad_end|>", | |
| "<|vision_start|>", | |
| "<|vision_end|>", | |
| "<|vision_pad|>", | |
| "<|image_pad|>", | |
| "<|video_pad|>" | |
| ], | |
| "is_local": true, | |
| "model_max_length": 2048, | |
| "pad_token": "<|endoftext|>", | |
| "padding_side": "left", | |
| "split_special_tokens": false, | |
| "tokenizer_class": "Qwen2Tokenizer", | |
| "unk_token": null | |
| } | |