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Bhadresh Savani

bhadresh-savani

https://www.linkedin.com/in/bhadreshsavani/

AI & ML interests

NLP, Deep Learning, ML

Recent Activity

liked a model 17 days ago

Datou1111/shou_xin

reacted to lin-tan's post with 🔥 about 1 month 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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bhadresh-savani's activity

upvoted 7 articles 5 months ago

Article

Llama-3.1-Storm-8B: Improved SLM with Self-Curation + Model Merging

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Aug 19, 2024

• 75

Article

Train a Llama model from scratch

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Jul 29, 2024

• 48

Article

Google releases Gemma 2 2B, ShieldGemma and Gemma Scope

Jul 31, 2024

• 59

Article

Serverless Inference with Hugging Face and NVIDIA NIMs

Jul 29, 2024

• 27

Article

Google Cloud TPUs made available to Hugging Face users

Jul 9, 2024

• 19

Article

Our Transformers Code Agent beats the GAIA benchmark!

Jul 1, 2024

• 49

Article

Llama 3.1 - 405B, 70B & 8B with multilinguality and long context

Jul 23, 2024

• 225

upvoted a collection 5 months ago

Llama 3.1

Collection

This collection hosts the transformers and original repos of the Llama 3.1, Llama Guard 3 and Prompt Guard models • 11 items • Updated 27 days ago • 637

upvoted a collection 8 months ago

Granite Code Models

Collection

A series of code models trained by IBM licensed under Apache 2.0 license. We release both the base pretrained and instruct models. • 23 items • Updated 15 days ago • 180

upvoted a collection 10 months ago

Gemma release

Collection

Groups the Gemma models released by the Google team. • 40 items • Updated 20 days ago • 328