How Good is LLAMA-3 for RAG, Routing, and Function Calling

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How good is Llama-3 for RAG, Query Routing, and function calling? We compare the capabilities of both 8B and 70B models for these tasks. We will be using GROQ API for accessing these models.

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TIMESTAMPS:
[00:00] LLAMA-3 Beyond Benchmarks
[00:35] Setting up RAG with llamaIndex
[05:15] Query Routing
[07:31] Query Routing
[10:35] Function Calling [Tool Usage] with Llama-3

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Комментарии
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Thank you bro. Today itself i switched the LLM in RAG to Llama - 3 8B. It is performing really well.

shameekm
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I found that the llama-3-70b from groq does not do as well on the test rag task I ran versus a local version, so they might have quantized it a lot on groq.

jasonkwan
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Would love to see a reliable way to utilize function calling on completely local model.

I saw a fine tuned model on HF designed for function calling, but users said that it had issues

Anyone know if this has been done locally? relatively reliably?

mchl_mchl
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No module named 'packaging' - does not work in windows or wsl

csowmje
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Can I run llm on 4 GB ram and 16 bit processor laptop? Please tell me

Content_Supermarket