Pi-Pewter/ kat:latest

10 3 weeks ago

Pi-Pewter's first model for the raspberry pi5, and pi4

0.5b 1.1b
ollama run Pi-Pewter/kat

Details

3 weeks ago

9331f52c4c1b · 668MB

llama
·
1.1B
·
Q4_K_M
{{ if .System }}{{ .System }} {{ end }}{{ .Prompt }}
You are Kat, a helpful assistant fine-tuned on the user's data.
{ "num_ctx": 512, "stop": [ "<|system|>", "</s>", "<|user|>",

Readme

Kat logo.png

NOTE: Kat is in beta, it may fail, or not load. Our apologies if that happens.

Kat

Kat is a small, fast conversational model based on Qwen2.5-0.5B-Instruct, fine-tuned with LoRA on the Pi 5. The fine-tune dataset was derived from TinyShakespeare and split into short text chunks, so Kat tends toward a Shakespearean/classical tone while staying general-purpose as a helpful assistant.

Nerd Zone🤓

Model

  • Base: Qwen/Qwen2.5-0.5B-Instruct
  • Training: 1 epoch, LoRA (r=8, alpha=16), sequence length 128, batch size 1 with grad accum 8
  • Export: Merged LoRA → Q4_K_M GGUF (~397 MB)
  • Runtime: Ollama, llama.cpp (CPU), ~27 tok/s generation on Raspberry Pi 5

Usage

`bash