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That‘ll be super interesting! Local context is definitely the key factor for small models achieving better quality than copilot (related: [1], [2]) . One thin
by wsxiaoys 4y ago
That‘ll be super interesting!
Local context is definitely the key factor for small models achieving better quality than copilot (related: [1], [2]) .
One things I’d really wanna have in Sourcegraph: A Search API supports custom retrieval / ranking. Research works (e.g [2]) show simple BoW fetched context is more efficient for code completion tasks.
Disclaimer: I’m building https://github.com/TabbyML/tabby https://github.com/TabbyML/tabby an open source alternative of copilot.
[1]: https://arxiv.org/abs/2206.12839 https://arxiv.org/abs/2206.12839
[2]: https://arxiv.org/abs/2303.12570 https://arxiv.org/abs/2303.12570