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LLaMA subreddit seeks best 4B model for personal assistant tasks

A user on the r/LocalLLaMA subreddit is seeking recommendations for a small language model, specifically around 4 billion parameters, that excels at agentic tasks for personal assistant functions. They have experimented with Google's Gemma models but found their tool-calling capabilities lacking for tasks like calendar updates or sending scheduled messages. The user shared their server parameters, indicating they are running a quantized version of a Gemma model with a large context window and flash attention enabled. AI

IMPACT Identifies a user need for efficient, small-scale AI models capable of performing agentic tasks, potentially guiding future model development.

RANK_REASON User query seeking recommendations for a specific type of AI model.

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/BitGreen1270 ·

    Best small model right now (~4B params) that is good with agentic tasks for personal assistant?

    <!-- SC_OFF --><div class="md"><p>Looking for suggestions. I have been experimenting with gemma-4-E2B and gemma-4-E4B but the tool calling has been not the best? My tasks are just things like:</p> <ul> <li>Update calendar</li> <li>Get my schedule</li> <li>Send a WA message at 4PM…