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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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Try blossom online demo! [Blossom Chat[🚀](https://blossom-chat.com/)](https://huggingface.co/spaces/Azure99/BlossomChat) |
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### Introduction |
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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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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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### Inference |
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Inference is performed in the form of dialogue continuation. |
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Single-turn dialogue |
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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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Multi-turn dialogue |
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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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Note: At the end of the Bot's output in the historical conversation, append a `<|endoftext|>`. |
