How to use vanshdiyora/chat-summary with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "summarization" 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("summarization", model="vanshdiyora/chat-summary")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("vanshdiyora/chat-summary") model = AutoModelForSeq2SeqLM.from_pretrained("vanshdiyora/chat-summary", device_map="auto")
Fine-tuned T5-small on SAMSum dataset for chat conversation summarization.
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