Yi Cui's picture

Yi Cui

onekq

·

https://onekq.ai

AI & ML interests

Benchmark, Code Generation Model

Recent Activity

posted an update 33 minutes ago

The majority of OneSQL downloads went to the lowest end (7B-GGUF). I didn't expect this at all. The accuracy of this variant is the lowest, as the tradeoff for its small size. Like all LLMs, coding models hallucinate too. The wrong answers they give are only inches away from the right answers. In case of SQL, the code is not only presentable, but also executable, hence returning the wrong rows. I'm clueless, and curious how users will deal with this.

updated a model about 21 hours ago

onekq-ai/OneSQL-v0.1-Qwen-7B

updated a model about 21 hours ago

onekq-ai/OneSQL-v0.1-Qwen-32B

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onekq's activity

upvoted a paper 5 months ago

Cross-Entropy Loss Functions: Theoretical Analysis and Applications

Paper • 2304.07288 • Published Apr 14, 2023 • 1

upvoted 13 papers 6 months ago

Training Language Models on Synthetic Edit Sequences Improves Code Synthesis

Paper • 2410.02749 • Published Oct 3, 2024 • 12

Many-Shot In-Context Learning

Paper • 2404.11018 • Published Apr 17, 2024 • 4

Not All LLM Reasoners Are Created Equal

Paper • 2410.01748 • Published Oct 2, 2024 • 28

Batch Prompting: Efficient Inference with Large Language Model APIs

Paper • 2301.08721 • Published Jan 19, 2023 • 1

A Survey on In-context Learning

Paper • 2301.00234 • Published Dec 31, 2022 • 2

An Explanation of In-context Learning as Implicit Bayesian Inference

Paper • 2111.02080 • Published Nov 3, 2021 • 1

Explaining NonLinear Classification Decisions with Deep Taylor Decomposition

Paper • 1512.02479 • Published Dec 8, 2015 • 1

From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification

Paper • 2403.06326 • Published Mar 10, 2024 • 1

Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning

Paper • 2303.10475 • Published Mar 18, 2023 • 2

Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation

Paper • 2409.13928 • Published Sep 20, 2024 • 1

WebApp1K: A Practical Code-Generation Benchmark for Web App Development

Paper • 2408.00019 • Published Jul 30, 2024 • 1

The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Paper • 2312.01552 • Published Dec 4, 2023 • 33

Instruction Following without Instruction Tuning

Paper • 2409.14254 • Published Sep 21, 2024 • 29

upvoted an article 6 months ago

Article

Our Transformers Code Agent beats the GAIA benchmark!

Jul 1, 2024

• 75

upvoted 2 papers 6 months ago

A Case Study of Web App Coding with OpenAI Reasoning Models

Paper • 2409.13773 • Published Sep 19, 2024 • 6

The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning

Paper • 2304.05366 • Published Apr 11, 2023 • 1