|
--- |
|
license: mit |
|
--- |
|
|
|
This is a new kind of model optimization. |
|
This model is based on Gemma-2-27b-it. |
|
|
|
A paper is currently being written on the technique. Special thanks to my wife, for putting up with me coding in the basement for too many evenings and weekends for months! |
|
|
|
This research was supported with hardware from the [appliedAI Institute](https://www.appliedai-institute.de/en/), who's goal is to generate and communicate high-quality knowledge about trustworthy AI. |
|
|
|
## Quickstart |
|
|
|
```python |
|
# pip install accelerate |
|
from transformers import AutoTokenizer, AutoModelForCausalLM |
|
|
|
tokenizer = AutoTokenizer.from_pretrained("dnhkng/RYS-Gemma-2-27b-it") |
|
model = AutoModelForCausalLM.from_pretrained( |
|
"google/gemma-2-9b-it", |
|
device_map="auto", |
|
) |
|
|
|
input_text = "Write me a poem about Machine Learning." |
|
input_ids = tokenizer(input_text, return_tensors="pt").to("cuda") |
|
|
|
outputs = model.generate(**input_ids, max_new_tokens=32) |
|
print(tokenizer.decode(outputs[0])) |
|
``` |
|
|
|
|
|
___________________________________ |
|
# *SHAMELESS ADVERTISING BREAK* |
|
|
|
I’m on the hunt for new challenges and a chance to dive into some exciting research opportunities. Oh, and did I mention I just snagged a top spot on the Open LLM leaderboard? 🎉 |
|
|
|
|
|
|
|
#### Profile |
|
Innovation enthusiast, AI-strategist, and interdisciplinary-tech nerd – that's me! With over a decade of experience in research and project management, my professional journey has been largely shaped by my passion for artificial intelligence and its potential to transform various industries. With a solid background in artificial intelligence and machine learning, coupled with a knack for innovation and problem-solving (and a healthy dose of curiosity), I'm excited to bring my skills to a new team. |
|
|
|
Originally from Australia, where I earned my degrees in Organic Chemistry and Biochemistry, I moved to Germany in 2004. My academic pursuit continued with a Ph.D. in Chemistry at the Max Planck Institute of Biochemistry. Today, I leverage my robust educational background and diverse industry experience to drive AI innovations in a wide range of applications. Hobbies? Lots: I've also built the world's most powerful espresso machine and am working to bring [GLaDOS to life](https://github.com/dnhkng/GlaDOS). |
|
|
|
|
|
___________________________________ |
|
I'm based out of Munich, Germany, but I would be interested in working remotely for a team with more compute than my 2x 4090s 🚀 |
|
|
|
#### Reach out via [LinkedIn - Dr David Noel Ng](https://www.linkedin.com/in/dnhkng) |
|
|
