Deepseek Coder V2 Beats GPT-4o, Opus

https://aider.chat/docs/leaderboards/#deepseek-coder-v2-beats-gpt-4o-opus

by anotherpaulg • 2 years ago

28 6 2 years ago

The new Deepseek Coder V2 model [0] is now atop aider’s code editing leaderboard!

It’s worth noting that it is only capable of using aider’s “whole” edit format. This means it returns a modified full copy of each file when it makes changes. Most other strong models are able to use aider’s “diff” editing format, which allows them to return diffs of edits – saving time and token costs and avoiding limits on output tokens.

[0] https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruc...

ai_what• 2 years ago

Was the lite model also tested?

anotherpaulg2• 2 years ago

No. I just benchmarked against the API at deepseek.com, which doesn't appear to serve the lite model.

earth2mars• 2 years ago

What license model is this? Clicking on HF link takes to 404

miles• 2 years ago

This reddit thread:

https://www.reddit.com/r/LocalLLaMA/comments/1dhx449/deepsee...

links to two GGUFs:

https://huggingface.co/bartowski/DeepSeek-Coder-V2-Lite-Inst...

https://huggingface.co/LoneStriker/DeepSeek-Coder-V2-Lite-In...

Apparently both require disabling flash attention.

cchance• 2 years ago

You know i get it ... ML is primarily python... but why can't we get code models tuned for languages used by non-ML developers more targeted, .NET, PHP, Rust, C, as first class training datasets.

Shit with rusts great feedback from the compiler theres really no reason we can't have a full loop LLM trained on the code and the responses to properly handle the full dev cycle.

Deepseek Coder V2 Beats GPT-4o, Opus

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