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+ ---
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+ license: apache-2.0
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+ datasets:
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+ - Azure99/blossom-chat-v2
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+ - Azure99/blossom-math-v3
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+ - Azure99/blossom-wizard-v2
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+ - Azure99/blossom-orca-v2
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+ language:
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+ - zh
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+ - en
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+ ---
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+ # **BLOSSOM-v4-yi-34b**
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+
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+ Try blossom online demo! [Blossom Chat[🚀](https://blossom-chat.com/)](https://huggingface.co/spaces/Azure99/BlossomChat)
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+
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+ ### Introduction
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+
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+ Blossom is a conversational large language model, fine-tuned on the Blossom Orca/Wizard/Chat/Math mixed dataset based on the Yi-34B pre-trained model. Blossom possesses robust general capabilities and context comprehension. Additionally, the high-quality Chinese and English datasets used for training have been made open source.
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+
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+ Training was conducted in two stages. The first stage used 100K Wizard, 100K Orca, 20K Math single-turn instruction datasets, training for 1 epoch; the second stage used 50K Blossom chat multi-turn dialogue dataset, and 2% randomly sampled data from the first stage, training for 3 epochs.
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+
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+ ### Inference
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+
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+ Inference is performed in the form of dialogue continuation.
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+
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+ Single-turn dialogue
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+
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+ ```
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+ A chat between a human and an artificial intelligence bot. The bot gives helpful, detailed, and polite answers to the human's questions.
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+ |Human|: hello
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+ |Bot|:
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+ ```
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+
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+ Multi-turn dialogue
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+
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+ ```
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+ A chat between a human and an artificial intelligence bot. The bot gives helpful, detailed, and polite answers to the human's questions.
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+ |Human|: hello
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+ |Bot|: Hello! How can I assist you today?<|endoftext|>
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+ |Human|: Generate a random number using python
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+ |Bot|:
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+ ```
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+
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+ Note: At the end of the Bot's output in the historical conversation, append a `<|endoftext|>`.