metadata
license: other
language:
- en
library_name: transformers
pipeline_tag: text-generation
tags:
- causal-lm
- text-generation-inference
- merge
FOR EXPERIMENT
Description
stabilityai/stablelm-zephyr-3b, StableMed-3b merged with a new, experimental implementation of "dare ties" via mergekit. See:
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Usage
StableLM Zephyr 3B uses the following instruction format:
<|user|>
List 3 synonyms for the word "tiny"<|endoftext|>
<|assistant|>
1. Dwarf
2. Little
3. Petite<|endoftext|>
Testing Notes
Merged in mergekit with the following config, and the tokenizer from chargoddard's Yi-Llama:
models:
- model: stabilityai/stablelm-zephyr-3b
# no parameters necessary for base model
- model: cxllin/StableMed-3b
parameters:
weight: 0.08
density: 0.5
merge_method: dare_ties
base_model: stabilityai/stablelm-zephyr-3b
parameters:
int8_mask: true
dtype: bfloat16