📙Paper: replit-code-v1-3b 📚Publisher: huggingface 🏠Author Affiliation: replit 🔑Public: ✅ 🌐Architecture Encoder-Decoder Decoder-Only 📏Model Size 3B ...

📙Paper: CodeGen2 Lessons for Training LLMs on Programming and Natural Languages 📚Publisher: arxiv 🏠Author Affiliation: Salesforce Research 🔑Public: ✅

🗂️Benchmark Name: HumanEval+ 📚Publisher/Date: Arxiv/2023 🏠Author Affiliation: University of Illinois Urbana-Champaign 🔗URL: https://github.com/evalplus/evalplus

📙Paper: Meet in the Middle A New Pre-training Paradigm 📚Publisher: arxiv 🏠Author Affiliation: Microsoft Azure AI 🔑Public: ✅ 🌐Architecture Encoder-Decoder Decoder-Only ...

📙Paper: LLaMA Open and Efficient Foundation Language Models 📚Publisher: arxiv 🏠Author Affiliation: Meta AI 🔑Public: √ 🌐Architecture Encoder-Decoder Decoder-Only ...

📙Paper: Controlling Large Language Models to Generate Secure and Vulnerable Code 📚Publisher: arxiv 🏠Author Affiliation: ETH Zurich 🔑Public: ✅ (Promise) Scenario: Controlled code generati...

🗂️Benchmark Name: CoderEval 📚Publisher: arxiv 🏠Author Affiliation: Peking University and Huawei Cloud 🔗URL: https://github.com/CoderEval/CoderEval Number of Instances: 230 functions from...

📙Paper: Execution-based Code Generation using Deep Reinforcement Learning 📚Publisher: arxiv 🏠Author Affiliation: Virginia Tech 🔑Public: ❌ 🏃‍♀️Training model initialization: Co...

🗂️Benchmark Name: HumanEval-ET MBPP-ET 📚Publisher/Date: Arxiv/2023 🏠Author Affiliation: Peking University 🔗URL: None

📙Paper: SantaCoder don’t reach for the stars! 📚Publisher: arxiv 🏠Author Affiliation: huggingface 🔑Public: ✅ 🌐Architecture Encoder-Decoder Decoder-Only 📏Model S...