Y
HN Search
Hacker News Search
new
|
comments
|
top
|
jobs
rvacareanu
searching PlanetScale…
1.
▲
2.
▲
3.
▲
4.
▲
5.
▲
6.
▲
5 ms
·
1.
▲
by
rvacareanu
2y ago
Initially I experimented with house prediction. But the models have probably seen this data, so I ended up experimenting with random functions. I tried with linear regression with irrelevant features (e.g., NI 1/2 -> 1 informative v
2.
▲
by
rvacareanu
2y ago
If you're interested in exploring other metrics, the output of the models and code examples for how to read them are available at: https://github.com/robertvacareanu/llm4regression/tree/main/... For
3.
▲
by
rvacareanu
2y ago
Code is available at: https://github.com/robertvacareanu/llm4regression I also added google colab examples: A small example with GPT-4: https://colab.research.google.com/drive/1Bk9uBCBvzuX00Rex-t1.
4.
▲
by
rvacareanu
2y ago
Interesting, thanks for sharing! I noticed when the LLMs were trying to explain the prediction they would sometimes erroneously generate that the relation is linear when it was not. This happened when I removed the following part of the pro
5.
▲
by
rvacareanu
2y ago
The GitHub repo now contains (1) Links to Google Colab for examples + small-scale evaluation; (2) Jupyter Notebooks for small example + small-scale evaluation. Colab links: - GPT-4 Example: https://colab.research.google.com/
6.
▲
by
rvacareanu
2y ago
The GitHub repo now contains (1) Links to Google Colab for examples + small-scale evaluation; (2) Jupyter Notebooks for small example + small-scale evaluation; Colab links: - GPT-4 Example: https://colab.research.google.com/
7.
▲
by
rvacareanu
2y ago
The experiments were repeated with 100 random seeds.
8.
▲
by
rvacareanu
2y ago
Interesting, thanks for sharing! Will cite it in the next revision.
9.
▲
by
rvacareanu
2y ago
Chat examples with GPT-4: https://github.com/robertvacareanu/llm4regression/tree/main/... (the experiments used the API though) For example, for Friedman #1, GPT-4 predicts 12.89 while the true value is