flan-alpaca
alpaca-electron
flan-alpaca | alpaca-electron | |
---|---|---|
5 | 8 | |
337 | 1,261 | |
-0.3% | - | |
5.7 | 5.9 | |
11 months ago | about 2 months ago | |
Python | JavaScript | |
Apache License 2.0 | MIT License |
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flan-alpaca
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Is it feasible to develop multiple specialised language models that are small in size and expertise-specific, which can be merged to achieve comparable results to those obtained from a single large language model?
If you have enough task or domain specific training data, the model size becomes less important. For example, you can take an instruction tuned smaller model like FlanT5 and fine tune for your specific case: https://github.com/declare-lab/flan-alpaca
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Best Instruct-Trained Alternative to Alpaca/Vicuna?
Hi, you can try Flan-Alpaca here which does not have such restrictions: https://github.com/declare-lab/flan-alpaca
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Cerebras-GPT: A Family of Open, Compute-Efficient, Large Language Models
I've been following open source LLMs for a while and at first glance this doesn't seem too powerful compared to other open models, Flan-Alpaca[0] is licensed under Apache 2.0, and it seems to perform much better. Although I'm not sure about the legalities about that licensing, since it's basically Flan-T5 fine-tuned using the Alpaca dataset (which is under a Non-Commercial license).
Nonetheless, it's exciting to see all these open models popping up, and I hope that a LLM equivalent to Stable Diffusion comes sooner than later.
[0]: https://github.com/declare-lab/flan-alpaca
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[D] What is the best open source chatbot AI to do transfer learning on?
Someone's already taking care of that - Flan-Alpaca
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[P] ChatLLaMA - A ChatGPT style chatbot for Facebook's LLaMA
I think this might be exactly what you're looking for https://github.com/declare-lab/flan-alpaca
alpaca-electron
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Are you sure you are focusing on the right things? (venting)
I sympathize. There are some efforts here and there but it's not something that resonates with the enthusiast crowd much. An abandoned example here: ItsPi3141/alpaca-electron
- Guess I am kinda famous now
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one-click install LLM desktop apps
Look up troublechute on youtube. Or alpaca electron
- What's the most basic NVIDIA graphics card that will work with mainstream 7B GPU models?
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Locally Hosted ChatGPT3 or Higher
I recently tried alpaca electron with the 7b model. I am surprised how well this runs on my own hardware with very little CPU and RAM consumption.
- Running oobabooga with Alpaca on Apple Silicon (M1/M2)
- Optimization Of Computational Power & Data Transfer For Elly (Global AI)
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Cerebras-GPT: A Family of Open, Compute-Efficient, Large Language Models
Here's alpaca running in electron. Not exactly one click but close.
https://github.com/ItsPi3141/alpaca-electron
What are some alternatives?
agents - An Open-source Framework for Autonomous Language Agents
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
llama - Inference code for Llama models
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
stanford_alpaca - Code and documentation to train Stanford's Alpaca models, and generate the data.
stable-diffusion-ui - Easiest 1-click way to install and use Stable Diffusion on your computer. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image. [Moved to: https://github.com/easydiffusion/easydiffusion]
codealpaca
catai - Run AI ✨ assistant locally! with simple API for Node.js 🚀
dalai - The simplest way to run LLaMA on your local machine
koboldcpp - A simple one-file way to run various GGML and GGUF models with KoboldAI's UI