lucataco / glaive-function-calling-v1

2.7B param open source chat model trained on Glaive’s synthetic data generation platform

  • Public
  • 203 runs
  • GitHub
  • License
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Input

Output

Run time and cost

This model costs approximately $0.0018 to run on Replicate, or 555 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia A40 (Large) GPU hardware. Predictions typically complete within 3 seconds. The predict time for this model varies significantly based on the inputs.

Readme

This is an implementation of glaiveai/glaive-function-calling-v1

This cog is dedicated to Sahil

glaive-function-calling-v1

glaive-function-calling-v1 is a 2.7B parameter open source chat model trained on data generated from Glaive’s synthetic data generation platform, which has similar function calling abilities as gpt-3.5 and gpt 4.

The model is capable of having multi-turn conversations and intelligently choosing when to execute a function (provided at the beginning of the conversation as a system prompt) based on the conversation. The model is trained on top of the https://huggingface.co/replit/replit-code-v1-3b model.