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weiguosun

chuangxinlezhi
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liked a model 4 days ago
Qwen/Qwen2.5-Coder-32B-Instruct
Reacted to m-ric's post with 🚀 15 days ago
𝗔𝗻𝗱𝗿𝗼𝗶𝗱𝗟𝗮𝗯: 𝗙𝗶𝗿𝘀𝘁 𝗲𝘃𝗲𝗿 𝘀𝘆𝘀𝘁𝗲𝗺𝗮𝘁𝗶𝗰 𝗯𝗲𝗻𝗰𝗵𝗺𝗮𝗿𝗸 𝗳𝗼𝗿 𝗔𝗻𝗱𝗿𝗼𝗶𝗱 𝗺𝗼𝗯𝗶𝗹𝗲 𝗮𝗴𝗲𝗻𝘁𝘀 𝘀𝗵𝗼𝘄𝘀 𝘁𝗵𝗮𝘁 𝘀𝗺𝗮𝗹𝗹, 𝗳𝗶𝗻𝗲-𝘁𝘂𝗻𝗲𝗱 𝗼𝗽𝗲𝗻 𝗺𝗼𝗱𝗲𝗹𝘀 𝗰𝗮𝗻 𝗽𝗼𝘄𝗲𝗿 𝗮 𝗝𝗔𝗥𝗩𝗜𝗦 𝘀𝘆𝘀𝘁𝗲𝗺 𝗼𝗻 𝘆𝗼𝘂𝗿 𝘀𝗺𝗮𝗿𝘁𝗽𝗵𝗼𝗻𝗲 📱🔥 A team from Tsinghua University just released AndroidLab, the first systematic framework to evaluate and train Android mobile agents that works with both text-only and multimodal models. They show that fine-tuning small open-source models can significantly boost performance, matching that of much bigger closed models like GPT-4o. The team built: 📊 A reproducible benchmark with 138 tasks across 9 apps to evaluate mobile agents systematically 📝📱 A framework supporting both text-only (via XML) and visual (via marked screenshots) interfaces ✅ An instruction dataset of 10.5k operation traces for training mobile agents Key insights: - 📈 Fine-tuning improves performance BY A LOT: Open-source model Llama-3.1-8B improves from 2% to 24% success rate after training, nearly reaching GPT-4o performance although it’s much smaller - ⚙️ Text-only agents match multimodal ones: XML-based agents achieve similar performance to screenshot-based multimodal agents. Read their paper here 👉 https://huggingface.co/papers/2410.24024
liked a model about 1 month ago
nvidia/Llama-3.1-Nemotron-70B-Instruct-HF
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chuangxinlezhi's activity

New activity in multimodalart/AuraFlow 4 months ago

Update README.md
#3 opened 4 months ago by chuangxinlezhi
New activity in xinsir/controlnet-union-sdxl-1.0 5 months ago

hjkhj
#7 opened 5 months ago by chuangxinlezhi
New activity in chuangxinlezhi/chaungxinlezhi 6 months ago

1
#2 opened 6 months ago by chuangxinlezhi

new
#1 opened 6 months ago by chuangxinlezhi
New activity in chuangxinlezhi/1212121 6 months ago

Update xinf
#2 opened 6 months ago by chuangxinlezhi

new
#1 opened 6 months ago by chuangxinlezhi
New activity in meta-llama/Meta-Llama-3-8B 7 months ago

1111
#94 opened 7 months ago by chuangxinlezhi
New activity in CohereForAI/c4ai-command-r-plus 7 months ago

1111

1
#32 opened 7 months ago by chuangxinlezhi
New activity in m-a-p/COIG-CQIA 7 months ago

How to download a subdataset such as ruozhiba？ 如何只下载一部分感兴趣的数据集

3
#6 opened 8 months ago by chg0901
New activity in CohereForAI/c4ai-command-r-plus 8 months ago

Serverless Inference API is currently completely broken

8
#28 opened 8 months ago by simplexx1
New activity in arcee-ai/mergekit-config-generator 8 months ago

add-quicksearch

6
#1 opened 8 months ago by radames
New activity in CohereForAI/c4ai-command-r-plus 8 months ago

4232
#14 opened 8 months ago by chuangxinlezhi

Can we use it for Kaggle competition?

8
#11 opened 8 months ago by zaburo
New activity in mistralai/Mistral-7B-Instruct-v0.2 8 months ago

AttributeError: 'SentenceTransformer' object has no attribute 'generate'

3
#50 opened 9 months ago by yotam433

AttributeError: 'SentenceTransformer' object has no attribute 'generate'

3
#50 opened 9 months ago by yotam433