WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning · HackerPapers discussions

WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning — mentioned by ignoramous

Mon, 29 Jan 2024 18:01:11 GMT

AlphaCodium is the newest kid on the block that's SoTA pass@5 on coding tasks (authors claim at least 2x better than GPT4): https://github.com/Codium-ai/AlphaCodium As for small models, Microsoft has been making noise with the unreleased WaveCoder-Ultra-6.7b (https://arxiv.org/abs/2312.14187).

Paper and discussion history. A mention is not an endorsement.

WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning — mentioned by ignoramous

Thu, 18 Jan 2024 00:19:28 GMT

Those charts show pass@k metric (expectation at least k generated samples are correct out of n) on OpenAI and Octopack problem evals for code. WaveCoder: https://arxiv.org/abs/2312.14187 (section 3.2) Octopack: https://github.com/bigcode-project/octopack

Paper and discussion history. A mention is not an endorsement.

WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning — HN submission

Wed, 17 Jan 2024 13:35:10 GMT

WaveCoder: Enhanced instruction tuning with refined data generation

27 points; 10 discussion replies on HN. Paper and source history. A submission is not an endorsement.

WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning — mentioned by squigz

Tue, 26 Dec 2023 06:15:35 GMT

https://nitter.net/_akhaliq/status/1739486811100004513 https://huggingface.co/papers/2312.14187

Paper and discussion history. A mention is not an endorsement.

WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning — HN submission

Tue, 26 Dec 2023 04:39:43 GMT

WaveCoder: Widespread Versatile Enhanced Instruction Tuning with Refine Data Gen

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.