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Adina Yakefu

AdinaY
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updated a Space about 3 hours ago
zh-ai-community/china-ai-policy-research
upvoted a paper about 14 hours ago
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization
Reacted to lin-tan's post with 🔥 3 days ago
Can language models replace developers? #RepoCod says “Not Yet”, because GPT-4o and other LLMs have <30% accuracy/pass@1 on real-world code generation tasks. - Leaderboard https://lt-asset.github.io/REPOCOD/ - Dataset: https://huggingface.co/datasets/lt-asset/REPOCOD @jiang719 @shanchao @Yiran-Hu1007 Compared to #SWEBench, RepoCod tasks are - General code generation tasks, while SWE-Bench tasks resolve pull requests from GitHub issues. - With 2.6X more tests per task (313.5 compared to SWE-Bench’s 120.8). Compared to #HumanEval, #MBPP, #CoderEval, and #ClassEval, RepoCod has 980 instances from 11 Python projects, with - Whole function generation - Repository-level context - Validation with test cases, and - Real-world complex tasks: longest average canonical solution length (331.6 tokens) and the highest average cyclomatic complexity (9.00) Introducing hashtag #RepoCod-Lite 🐟 for faster evaluations: 200 of the toughest tasks from RepoCod with: - 67 repository-level, 67 file-level, and 66 self-contains tasks - Detailed problem descriptions (967 tokens) and long canonical solutions (918 tokens) - GPT-4o and other LLMs have < 10% accuracy/pass@1 on RepoCod-Lite tasks. - Dataset: https://huggingface.co/datasets/lt-asset/REPOCOD_Lite #LLM4code #LLM #CodeGeneration #Security
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AdinaY's activity

commented a paper 3 days ago
commented a paper 20 days ago
commented 2 papers about 1 month ago
New activity in zh-ai-community/china-ai-policy-research about 1 month ago

Update content/policies.json
#7 opened about 1 month ago by AdinaY

Update content/policies.json
#2 opened about 1 month ago by AdinaY

Update content/policies/china-ai-law-scholar-proposal-2024-alt/zh.md
#1 opened about 1 month ago by AdinaY
commented a paper about 1 month ago
commented 3 papers about 2 months ago
commented 4 papers 2 months ago
commented 5 papers 3 months ago