flan-alpaca
agents
| flan-alpaca | agents | |
|---|---|---|
| 5 | 7 | |
| 337 | 4,572 | |
| -0.3% | 3.1% | |
| 5.7 | 9.8 | |
| 11 months ago | 6 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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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
agents
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New OS Python Framework "Agents" Introduced for Autonomous Language Agents
(arXiv) (github)
- Agents: An Open-source Framework for Autonomous Language Agents - AIWaves Inc 2023
- [R] Agents: An Open-source Framework for Autonomous Language Agents - AIWaves Inc 2023
- Agents: An Open-Source Framework for Autonomous Language Agents
What are some alternatives?
alpaca-electron - The simplest way to run Alpaca (and other LLaMA-based local LLMs) on your own computer
Interactive-LLM-Powered-NPCs - Interactive LLM Powered NPCs, is an open-source project that completely transforms your interaction with non-player characters (NPCs) in any game! 🎮🤖🚀
llama - Inference code for Llama models
xgen - Salesforce open-source LLMs with 8k sequence length.
stanford_alpaca - Code and documentation to train Stanford's Alpaca models, and generate the data.
Awesome-Efficient-LLM - A curated list for Efficient Large Language Models
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]
searchGPT - Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.
codealpaca
automata - Automata: The Future is Self-Written
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
ToRA - ToRA is a series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning problems by interacting with tools [ICLR'24].