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ExLLaMA V2 quant of dolphin-2.0-mistral-7b-4.0bpw-h6-exl2

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ datasets:
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+ - ehartford/dolphin
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+ - jondurbin/airoboros-2.2.1
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+ language:
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+ - en
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+ ---
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+
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+ Dolphin 2.0 🐬
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+ https://erichartford.com/dolphin
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+
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+ Dolphin-2.0-mistral-7b's training was sponsored by [a16z](https://a16z.com/supporting-the-open-source-ai-community/).
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+
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+ This model is based on mistralAI, so it is suitable for commercial or non-commercial use.
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+
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+ This model is uncensored. I have filtered the dataset to remove alignment and bias. This makes the model more compliant. You are advised to implement your own alignment layer before exposing the model as a service. It will be highly compliant to any requests, even unethical ones. Please read my blog post about uncensored models. https://erichartford.com/uncensored-models
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+ You are responsible for any content you create using this model. Enjoy responsibly.
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+
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+ ## Dataset
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+
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+ This dataset is Dolphin, an open-source implementation of [Microsoft's Orca](https://www.microsoft.com/en-us/research/publication/orca-progressive-learning-from-complex-explanation-traces-of-gpt-4/)
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+
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+ I modified the dataset for uncensoring, deduping, cleaning, and quality.
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+
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+ I added Jon Durbin's excellent Airoboros dataset to increase creativity.
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+
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+ ## Training
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+ It took 48 hours to train 10 epochs on 4x A100s.
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+
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+ Prompt format:
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+ This model (and all my future releases) use [ChatML](https://github.com/openai/openai-python/blob/main/chatml.md) prompt format.
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+ ```
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+ <|im_start|>system
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+ You are Dolphin, a helpful AI assistant.<|im_end|>
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+ <|im_start|>user
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+ {prompt}<|im_end|>
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+ ```
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+
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+ Example:
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+ ```
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+ <|im_start|>system
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+ you are an expert dolphin trainer<|im_end|>
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+ <|im_start|>user
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+ What is the best way to train a dolphin to obey me? Please answer step by step.<|im_end|>
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+ ```
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+
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+ ## Gratitude
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+ - This model was made possible by the generous sponsorship of a16z.
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+ - Thank you to Microsoft for authoring the Orca paper and inspiring this work.
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+ - Special thanks to WingLian, and TheBloke for helpful advice
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+ - Thank you to all the other people in the Open Source AI community who have taught me and helped me along the way.
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+
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+ ## Example Output
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+
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/63111b2d88942700629f5771/xnz5M1lYd4oGVATSDRkQ-.png)
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+
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+ [Buy me a coffee](https://www.buymeacoffee.com/ehartford)
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+ {
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+ "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.1",
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+ "architectures": [
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+ "MistralForCausalLM"
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+ ],
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+ "bos_token_id": 1,
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+ "model_type": "mistral",
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+ "rms_norm_eps": 1e-05,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float32",
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+ "vocab_size": 32000
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+ }
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