I'm absolutely amazed at how capable the new 1B model is, considering it's just a 1.3GB download (for the Ollama GGUF version).
I tried running a full codebase through it (since it can handle 128,000 tokens) and asking it to summarize the code - it did a surprisingly decent job, incomplete but still unbelievable for a model that tiny: https://gist.github.com/simonw/64c5f5b111fe473999144932bef42...
I've been trying out the larger image models to using the versions hosted on https://lmarena.ai/ - navigate to "Direct Chat" and you can select them from the dropdown and upload images to run prompts.
I tried running a full codebase through it (since it can handle 128,000 tokens) and asking it to summarize the code - it did a surprisingly decent job, incomplete but still unbelievable for a model that tiny: https://gist.github.com/simonw/64c5f5b111fe473999144932bef42...
More of my notes here: https://simonwillison.net/2024/Sep/25/llama-32/
I've been trying out the larger image models to using the versions hosted on https://lmarena.ai/ - navigate to "Direct Chat" and you can select them from the dropdown and upload images to run prompts.