Weaviate Podcast
Weaviate Podcast
Weaviate
Shishir Patil and Tianjun Zhang on Gorilla - Weaviate Podcast #64!
49 minutes Posted Aug 30, 2023 at 5:23 pm.
Welcome Shishir and Tianjun
Gorilla LLM Story
API Examples
The APIZoo
Gorilla vs. OpenAI Funcs
Retrieval-Aware Training
Mixing APIs, Gorilla for Integration
LlaMA-7B Fine-Tuning vs. GPT-4
Weaviate Gorilla
Gorilla and Baby Gorillas
Gorilla vs. HuggingFace
Structured Output Parsing
Reflexion Prompting for Debugging
Directions for the Future
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49:15
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Show notes
Hey everyone! Thank you so much for watching the 64th Weaviate Podcast with Shishir Patil and Tianjun Zhang, co-authors of Gorilla: Large Language Models Connected with Massive APIs! I learned so much about Gorilla from Shishir and Tianjun, from the APIBench dataset to the continually evolving APIZoo, how the models are trained with Retrieval-Aware Training, Self-Instruct Training data and how the authors think of fine-tuning LLaMA-7B models for tasks such as this, and many more! I hope you enjoy the podcast! As always I am more than happy to answer any questions or discuss any ideas you have about the content in the podcast!
Please check out the paper here! https://arxiv.org/abs/2305.15334
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