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ue5-llama-lora reviews and mentions
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[Request] A tracker for all 'useful' llama applications updated every week
https://github.com/bublint/ue5-llama-lora https://www.reddit.com/r/LocalLLaMA/comments/157vzq6/unleashing_the_power_of_language_learning_models/
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Training Pygmalion on a specific subject. Is it possible?
You can follow this guy's steps. https://github.com/bublint/ue5-llama-lora He basic just throw a txt file let AI read it. Pygmalion 7B or 13B are both llama base, so you can just follow his step to fine-tuning Pygmalion you want. You will need to prepare the character's script,like chat,reaction,background to a file,then just hope AI will learn it correctly,it might need to fine-tuning multiple times if your feed is not enough or AI learn it wrong somehow.
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What is the best way to create a knowledge-base specific LLM chatbot ?
ue5 lora might be a good starting point. It doesn't use any advanced features at all:
- Is there a way to fine-tune llama on extremely small dataset?
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Simplifying documentation navigation: here is UE5_documentalist, a personal project that provides a natural language query system
I got the idea from a reddit user that started a project that uses LLMs (forgot his name but here's a link to his repo, and I based my implementation from this TDS article
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Proof-of-concept with fine-tuning on local data?
Someone did a LoRA finetuning example using the UE5 documentation, which I replicated to make sure, and you do end up producing word patterns from the document, but it doesn't get incorporated as concepts very well
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Please explain to a 5 years old Lora concept and how to fine tune
GitHub - bublint/ue5-llama-lora: A proof-of-concept project that showcases the potential for using small, locally trainable LLMs to create next-generation documentation tools.
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Is what I need possible currently?
This would be an interesting experiment. People are already doing similar stuff, such as expanding the model's knowledge domain into something specific. Here's an example of how someone created a LoRA for UE5 documentation: https://github.com/bublint/ue5-llama-lora
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Can I train gpt4-x-alpaca with my own data?
I basically copied the steps from this Unreal Engine 5 LoRA repo and adjusted as needed.
- [P] Finetuning a commercially viable open source LLM (Flan-UL2) using Alpaca, Dolly15K and LoRA
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www.saashub.com | 4 May 2024
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bublint/ue5-llama-lora is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of ue5-llama-lora is Python.
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