CoolFace
Modelpublic

blockblockblock/smol_llama-220M-GQA-bpw4

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
0likes15downloads
Model Card

smol_llama: 220M GQA

model card WIP, more details to come

A small 220M param (total) decoder model. This is the first version of the model.

  • —1024 hidden size, 10 layers
  • —GQA (32 heads, 8 key-value), context length 2048
  • —train-from-scratch on one GPU :)

Links

Here are some fine-tunes we did, but there are many more possibilities out there!

  • —instruct
  • —openhermes - link
  • —open-instruct - link
  • —code
  • —python (pypi) - link
  • —zephyr DPO tune
  • —SFT - link
  • —full DPO - link

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

MetricValue
Avg.29.44
AI2 Reasoning Challenge (25-Shot)24.83
HellaSwag (10-Shot)29.76
MMLU (5-Shot)25.85
TruthfulQA (0-shot)44.55
Winogrande (5-shot)50.99
GSM8k (5-shot)0.68