[P] Lamini rapidly achieves ChatGPT performance with an LLM Engine

• lamini

  9 2,416 7.3 Python
  

The data pipeline here https://github.com/lamini-ai/lamini uses a seed dataset from self-instruct (Apache 2 license), and edited models from Pythia (Apache 2) and Dolly (Apache 2). We release our code and data under a CC-BY 4.0 license.

• lamini-sql

  1 28 2.8 Python

  SQL autocomplete data

  

SQL data (https://github.com/lamini-ai/lamini-sql/)

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• alpaca-lora

  107 18,238 3.6 Jupyter Notebook

  Instruct-tune LLaMA on consumer hardware

If you do want to fine-tune on the generated data yourself, and are willing to bring your own GPU, etc. Consider one of many good open fine-tuning frameworks, e.g. Alpaca-Lora: https://github.com/tloen/alpaca-lora

• langchain

  152 56,526 10.0 Python

  Discontinued ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain] (by hwchase17)

  

how is lamini different from [LangChain](https://github.com/hwchase17/langchain)

• open_llama

  52 7,211 5.3

  OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

  

I'd like to see the same benchmarks being used by other researchers iterating LLMs close to the state of the art. I mentioned a couple other papers already, but for a great example, take a look at the Evaluation section of the OpenLLama repository.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Suggest a related project