AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
Paper
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2410.20424
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Published
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39
Feynman Innovations
ajibawa-2023
AI & ML interests
LLM, RL, DL, ML, AGI. Developing LLMs (preferably fully fine tuned ) for various use cases.
Recent Activity
upvoted
a
paper
about 22 hours ago
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science
Competitions
upvoted
a
paper
about 22 hours ago
Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines
upvoted
a
paper
about 22 hours ago
Generative World Explorer
Organizations
ajibawa-2023's activity
upvoted
4
papers
about 22 hours ago
Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines
Paper
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2412.14684
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Published
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1
Generative World Explorer
Paper
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2411.11844
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Published
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75
PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking
Paper
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2410.12375
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Published
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3
upvoted
2
papers
about 23 hours ago
upvoted
6
papers
1 day ago
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant
Paper
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2410.18603
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Published
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32
AgentInstruct: Toward Generative Teaching with Agentic Flows
Paper
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2407.03502
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Published
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49
MALT: Improving Reasoning with Multi-Agent LLM Training
Paper
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2412.01928
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Published
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39
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper
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2408.06292
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Published
•
117
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
Paper
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2411.03562
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Published
•
63
GUI Agents: A Survey
Paper
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2412.13501
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Published
•
19
reacted to
Kseniase's
post with 👍
1 day ago
Post
1866
**15 Agentic Systems and Frameworks of 2024**
This year, we started our “AI Agents and Agentic Workflows” series (https://www.turingpost.com/t/AI-Agents) to explore everything about AI agents step by step: all the vocabulary, how they work, and how to build them.
The huge interest in this series and the large number of studies conducted on agents showed that it was one of the most popular and important themes of the year. In 2025, most likely, agents will reach new highs – we will be covering that for you. Now, let’s review the agentic systems that have emerged this year.
Here is a list of 15 agentic systems and frameworks of 2024:
1. GUI Agents: A Survey (2412.13501)
2. Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level (2411.03562)
3. The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery (2408.06292)
4. MALT: Improving Reasoning with Multi-Agent LLM Training (2412.01928)
5. Agent S: An Open Agentic Framework that Uses Computers Like a Human (2410.08164)
6. Automated Design of Agentic Systems (2408.08435)
7. AgentInstruct: Toward Generative Teaching with Agentic Flows (2407.03502)
8. AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant (2410.18603)
9. WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents (2410.07484)
10. Generative Agent Simulations of 1,000 People (2411.10109)
11. DynaSaur: Large Language Agents Beyond Predefined Actions (2411.01747)
12. PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking (2410.12375)
13. Generative World Explorer (2411.11844)
14. Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines (2412.14684)
15. AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions (2410.20424)
Thanks for reading Turing Post!
Subscribe to receive new posts straight into your inbox -> https://www.turingpost.com/subscribe
This year, we started our “AI Agents and Agentic Workflows” series (https://www.turingpost.com/t/AI-Agents) to explore everything about AI agents step by step: all the vocabulary, how they work, and how to build them.
The huge interest in this series and the large number of studies conducted on agents showed that it was one of the most popular and important themes of the year. In 2025, most likely, agents will reach new highs – we will be covering that for you. Now, let’s review the agentic systems that have emerged this year.
Here is a list of 15 agentic systems and frameworks of 2024:
1. GUI Agents: A Survey (2412.13501)
2. Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level (2411.03562)
3. The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery (2408.06292)
4. MALT: Improving Reasoning with Multi-Agent LLM Training (2412.01928)
5. Agent S: An Open Agentic Framework that Uses Computers Like a Human (2410.08164)
6. Automated Design of Agentic Systems (2408.08435)
7. AgentInstruct: Toward Generative Teaching with Agentic Flows (2407.03502)
8. AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant (2410.18603)
9. WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents (2410.07484)
10. Generative Agent Simulations of 1,000 People (2411.10109)
11. DynaSaur: Large Language Agents Beyond Predefined Actions (2411.01747)
12. PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking (2410.12375)
13. Generative World Explorer (2411.11844)
14. Bel Esprit: Multi-Agent Framework for Building AI Model Pipelines (2412.14684)
15. AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions (2410.20424)
Thanks for reading Turing Post!
Subscribe to receive new posts straight into your inbox -> https://www.turingpost.com/subscribe
reacted to
sayakpaul's
post with 🔥
1 day ago
Post
1589
Commits speak louder than words 🤪
* 4 new video models
* Multiple image models, including SANA & Flux Control
* New quantizers -> GGUF & TorchAO
* New training scripts
Enjoy this holiday-special Diffusers release 🤗
Notes: https://github.com/huggingface/diffusers/releases/tag/v0.32.0
* 4 new video models
* Multiple image models, including SANA & Flux Control
* New quantizers -> GGUF & TorchAO
* New training scripts
Enjoy this holiday-special Diffusers release 🤗
Notes: https://github.com/huggingface/diffusers/releases/tag/v0.32.0
replied to
MoritzLaurer's
post
7 days ago
Very nice! Excellent!
reacted to
MoritzLaurer's
post with 🔥
7 days ago
Post
1007
"Open-source AI: year in review 2024": amazing Space with lots of data-driven insights into AI in 2024! Check it out 👇
huggingface/open-source-ai-year-in-review-2024
huggingface/open-source-ai-year-in-review-2024
-
- 2 replies
Thanks!
reacted to
davidberenstein1957's
post with 🔥
26 days ago
Post
1568
🔥 Dataset Drop - Open Image Preferences
BlackForest Labs Flux Dev VS. Stability AI Stable Diffusion Large 3.5
Together with the data-is-better-together community, we've worked on an Apache 2.0 licensed open image preference dataset based on the fal ai imgsys prompts dataset. Thanks to the awesome community, we have managed to get 5K preference pairs in less than 2 days. The annotation alignment among annotators is great too.
Aashish Kumar won a month of Hugging Face Pro by making the most contributions! Congrats from the entire team 🥇
The best thing?! We are not done yet! Let's keep the annotations coming for 5K more in the second part of the sprint! (with more prices to go around).
Dataset: https://huggingface.co/datasets/data-is-better-together/image-preferences-results
BlackForest Labs Flux Dev VS. Stability AI Stable Diffusion Large 3.5
Together with the data-is-better-together community, we've worked on an Apache 2.0 licensed open image preference dataset based on the fal ai imgsys prompts dataset. Thanks to the awesome community, we have managed to get 5K preference pairs in less than 2 days. The annotation alignment among annotators is great too.
Aashish Kumar won a month of Hugging Face Pro by making the most contributions! Congrats from the entire team 🥇
The best thing?! We are not done yet! Let's keep the annotations coming for 5K more in the second part of the sprint! (with more prices to go around).
Dataset: https://huggingface.co/datasets/data-is-better-together/image-preferences-results
reacted to
MohamedRashad's
post with 🚀
26 days ago
Post
1583
A while back i shared this model
MohamedRashad/arabic-small-nougat that was a finetune from
facebook/nougat-small for the Arabic Language.
Today this humble project has been scaled with new models, new datasets, new space, and a new paper
Check everything throught this collection here:
MohamedRashad/arabic-nougat-673a3f540bd92904c9b92a8e
Today this humble project has been scaled with new models, new datasets, new space, and a new paper
Check everything throught this collection here:
MohamedRashad/arabic-nougat-673a3f540bd92904c9b92a8e
- 1 reply