初始化项目，由ModelHub XC社区提供模型
Model: nkpz/llama2-22b-daydreamer-v3 Source: Original Platform
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README.md
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README.md
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---
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license: other
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---
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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. When I first started with 22b models, I looked for signs of knowledge transfer but didn't see it, so that's not a goal - the goal is just to throw lots of data at it until it adapts well to its surgically implanted parts. Datasets used are a mix of instruction, roleplay, and conversational data, often curated.
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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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```
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_nkpz__llama2-22b-daydreamer-v3)
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| Metric | Value |
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|-----------------------|---------------------------|
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| Avg. | 45.31 |
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| ARC (25-shot) | 56.06 |
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| HellaSwag (10-shot) | 80.07 |
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| MMLU (5-shot) | 52.49 |
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| TruthfulQA (0-shot) | 42.43 |
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| Winogrande (5-shot) | 73.48 |
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| GSM8K (5-shot) | 3.79 |
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| DROP (3-shot) | 8.85 |
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||||
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|
||||
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|
||||
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|
||||
24
special_tokens_map.json
Normal file
24
special_tokens_map.json
Normal file
@@ -0,0 +1,24 @@
|
||||
{
|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
}
|
||||
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
34
tokenizer_config.json
Normal file
34
tokenizer_config.json
Normal file
@@ -0,0 +1,34 @@
|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user