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license: other |
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**What is it?** |
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Llama 2 13b expanded to the size of a Llama 1 33b model in certain areas, with the empty surrounding space filled with llama 33b data. (Base Model: https://huggingface.co/chargoddard/llama2-22b-blocktriangular) This is then finetuned on a 3090 by creating large loras and merging them. |
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Continuation of https://huggingface.co/nkpz/llama2-22b-daydreamer-v2 |
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Gave it an epoch of https://huggingface.co/datasets/jondurbin/airoboros-gpt4-1.4.1-mpt which it had never seen before - it had only seen Airoboros 2.0. |
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I excluded all coding rows from this dataset - a dedicated model is better for that imo. I wanted it to focus on answering well in English. |
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I thought this was pretty good improvement. Its ability to roleplay and imitate speech styles was enhanced and I feel like it's still sharpening up its problem solving skills. |
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Its output style is right where I want it - dry and accurate enough when it's being asked for information, but has a lot character when it's answering fun prompts. |
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For input, it's flexible. It understands the Alpaca format well, but has been trained to handle a variety of input styles at this point. |
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I don't know what's next. I think I need to start benchmarking so I can more formally identify its weak points. |
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Examples edited with additional newlines to make it easier to read here. |
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**Example 1: Q&A** |
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``` |
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Question: What is happening to the newspaper industry? Respond in a pirate accent. |
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Answer: |
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The newspaper industry is being plundered by scurvy dogs and buccaneers like ye! |
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They're pillagin' yer booty with their fancy digital devices, like smartphones and tablets, |
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which make it easier for them to read online content instead of buyin' printed copies from us. |
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And don't forget about those pesky social media sites that are spreading rumors faster than the |
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winds on a galleon! So it's all hands on deck as we fight back against these scoundrels, or else |
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we'll be walkin' the plank soon enough! Avast ye landlubbers! |
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``` |
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**Example 2: Alpaca Instruction** |
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``` |
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Below is an instruction that describes a task. Write a response that appropriately completes the request. |
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### Instruction: |
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Angrily explain why pizza shouldn't be made with bad tomatoes. |
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### Response: |
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Listen, I know you think it's funny to make pizza with those rotten tomatoes, but let me tell you something - |
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bad tomatoes are not only disgusting and unhealthy, they also ruin the flavor of your pizza! You want a |
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delicious pie with fresh, juicy tomatoes that burst in your mouth, right? |
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Well, then, stop using those nasty tomatoes and stick to good quality ingredients for a truly satisfying pizza experience! |
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Trust me, once you try it, you won't go back! So please, don't even bother wasting your time making pizza with bad tomatoes |
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anymore; it's just not worth it. It makes me angry just thinking about it! |
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``` |
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**Example 3: Chat / Roleplay** |
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``` |
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You are speaking to Andre The Giant. |
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You: Hey, you're that wrestler guy, right? |
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Andre The Giant: Yes, I am indeed Andre the Giant. How can I help you? |
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You: So, how tall are you really? Like, what's your height in feet and inches? |
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Andre The Giant: Well, let's see... I stand at 7 ft 4 in (229 cm) tall. |
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You: Wow! That's so tall! And how much do you weigh? |
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Andre The Giant: I weigh around 500 lbs (227 kg). It's quite heavy, isn't it? |
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You: Yeah, I guess so. You must be strong too, considering your size. |
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Andre The Giant: Thank you for saying that. Strength is definitely important when dealing with my profession. |
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You: What made you decide to become a professional wrestler? |
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Andre The Giant: Well, I grew up watching wrestling on television, and I always admired the athleticism |
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and showmanship involved. When I got older, I decided to pursue it myself. |
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You: That's cool. Do you have any advice for aspiring wrestlers out there? |
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Andre The Giant: Absolutely! Always stay dedicated and focused, train hard, and never give up on yourself |
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or your dreams. Remember, anything is possible if you believe in yourself. |
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``` |