Gorilla: Large Language Model Connected with APIs

• llm-foundry

  37 3,718 9.7 Python

  LLM training code for Databricks foundation models

  

AIUI it uses the Llama architecture, but not Facebook's Llama weights. It uses MPT-7B, which was trained from scratch: https://www.mosaicml.com/blog/mpt-7b

• evadb

  27 2,578 9.5 Python

  Database system for AI-powered apps

  

Neat idea, @shishirpatil! We are developing EvaDB [1] for shipping simpler, faster, and cost-effective AI apps. Can you share your thoughts on transforming the output of the Gorilla LLM to functions in EvaDB apps -- like this function that uses the HuggingFace API -- https://evadb.readthedocs.io/en/stable/source/tutorials/07-o...?

[1] https://github.com/georgia-tech-db/eva

• 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.

  

• 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

  

There is Open Llama 7B which is Apache 2.0 licensed, please consider checking it out https://github.com/openlm-research/open_llama

• gorilla

  52 10,204 8.9 Python

  Gorilla: An API store for LLMs

Thanks @sfriedr We generate self-instruct data and then fine tune the base model with perplexity loss. The self-instruct data is https://github.com/ShishirPatil/gorilla/tree/main/data/apibe...

Thank you! Yes, the code can be found here: https://github.com/ShishirPatil/gorilla/tree/main/eval/eval-...

Hope this helps. Let me know if you have any follow-ups!

Suggest a related project