airoboros
DB-GPT
| airoboros | DB-GPT | |
|---|---|---|
| 8 | 10 | |
| 948 | 11,055 | |
| - | 5.0% | |
| 8.7 | 9.9 | |
| about 2 months ago | 2 days ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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airoboros
- TinyLlama project aims to pretrain a 1.1B Llama model on 3T tokens
- Airoboros: Customizable implementation of the self-instruct paper
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airoboros (tool) overhaul
Just wanted to drop a note that I overhauled the airoboros tool not the models to have most of the prompts I've been using to build the datasets, plus a couple extras.
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(2/2) May 2023
airoboros: using large language models to fine-tune large language models (https://github.com/jondurbin/airoboros)
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Airoboros [7B/13B]
This is a fine-tuned LlaMa model, using completely synthetic training data created by https://github.com/jondurbin/airoboros
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airobors-13b - 98% eval vs gpt-3.5-turbo
I used airoboros, a python tool I wrote, to generate the synthetic instruction response pairs, and included a jailbreak prompt to attempt to bypass OpenAI censorship. This is the only dataset used to fine-tune the model.
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[P] airoboros 7b - instruction tuned on 100k synthetic instruction/responses
This is a 7b parameter, fine-tuned on 100k synthetic instruction/response pairs generated by gpt-3.5-turbo using my version of self-instruct airoboros
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[P] airoboros: a rewrite of self-instruct/alpaca synthetic prompt generation
GitHub Repo
DB-GPT
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(2/2) May 2023
Interact your data and environment using the local GPT (https://github.com/csunny/DB-GPT)
- FLaNK Stack Weekly 29 may 2023
- GitHub - csunny/DB-GPT: Interact your data and environment using the local GPT, no data leaks, 100% privately, 100% security
- DB-GPT - OSS to interact with your local LLM
- Show HN: DB-GPT, an LLM tool for database
What are some alternatives?
WizardLM - Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder and WizardMath
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
TinyLlama - The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
GPTCache - Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
WizardVicunaLM - LLM that combines the principles of wizardLM and vicunaLM
gorilla - Gorilla: An API store for LLMs
datablations - Scaling Data-Constrained Language Models
zamm - Experimental AI chat app
chain-of-thought-hub - Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
Propan - Propan is a powerful and easy-to-use Python framework for building event-driven applications that interact with any MQ Broker
jj - JSON Stream Editor (command line utility)