How to use Violet-yo/Vision-Braille-Qwen3-8B with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "translation" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # 'pip install "transformers<5.0.0' from transformers import pipeline pipe = pipeline("translation", model="Violet-yo/Vision-Braille-Qwen3-8B")
# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("Violet-yo/Vision-Braille-Qwen3-8B") model = AutoModelForCausalLM.from_pretrained("Violet-yo/Vision-Braille-Qwen3-8B", device_map="auto")
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