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Gorilla: An LLM for Massive APIs
Last week, we interviewed Shishir Patil and Tianjun Zhang about Gorilla, an LLM fine-tuned to generate code using massive APIs. (Disclosure: Shishir and…
Sep 28
•
Vikram Sreekanti
and
Joseph E. Gonzalez
2
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Gorilla: An LLM for Massive APIs
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LoRA, explained
LoRA or Low-Rank Adaptation has become something of a buzzword recently. We’ve heard LoRA thrown around in conversation frequently (sometimes where it…
Sep 21
•
Vikram Sreekanti
and
Joseph E. Gonzalez
8
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LoRA, explained
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How our Test-of-Time Paper Almost Wasn’t
The non-linear path to success
Sep 19
•
Joseph E. Gonzalez
and
Yucheng Low
2
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How our Test-of-Time Paper Almost Wasn’t
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RLHF and LLM evaluations
Last week, we released an interview with Nathan Lambert (Research Scientist at HuggingFace) on RLHF and LLM evaluations. This has become one of our most…
Sep 14
•
Joseph E. Gonzalez
4
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RLHF and LLM evaluations
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How to Optimize Retrieval-Augmented Generation
The latest episode of our podcast is out! We had Nathan Lambert from HuggingFace on to discuss RLHF, LLM evaluations, and how to improve discussion…
Sep 7
•
Joseph E. Gonzalez
and
Vikram Sreekanti
6
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How to Optimize Retrieval-Augmented Generation
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Should you fine-tune a model?
A couple weeks ago, we wrote about where to start when building an LLM application. One of our claims (perhaps controversial) was that you shouldn’t…
Aug 31
•
Vikram Sreekanti
and
Joseph E. Gonzalez
5
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Should you fine-tune a model?
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The Easiest Part of LLM Applications is the LLM
LLMs have brought thousands of developers into the machine learning world. The models themselves are, of course, impressive and key to the explosion of…
Aug 24
•
Joseph E. Gonzalez
and
Vikram Sreekanti
18
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The Easiest Part of LLM Applications is the LLM
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A deep dive on Llama Index
On the Generating Conversation podcast this week, we chatted with Jerry Liu, co-founder & CEO of Llama Index. Llama Index is an open-source project that…
Aug 23
•
Joseph E. Gonzalez
2
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A deep dive on Llama Index
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Generating Conversation
The latest in generative AI & LLMs across research and industry.
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Generating Conversation
The latest in generative AI & LLMs across research and industry.
By Joseph E. Gonzalez
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