5 17

Haitham Bou Ammar PRO

hba123

AI & ML interests

LLMs, VLMs, Robotics, Reinforcement Learning, Bayesian Optimisation

Recent Activity

reacted to their post with 🚀 1 day ago

Blindly applying algorithms without understanding the math behind them is not a good idea frmpv. So, I am on a quest to fix this! I wrote my first hugging face article on how you would derive closed-form solutions for KL-regularised reinforcement learning problems - what is used for DPO. Check it out: https://huggingface.co/blog/hba123/derivingdpo

posted an update 1 day ago

commented a paper 1 day ago

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

View all activity

Articles

Deriving DPO's Loss

1 day ago

• 15

Organizations

None yet

hba123's activity

upvoted an article 1 day ago

Article

Deriving DPO's Loss

•

1 day ago

• 15

upvoted a paper about 2 months ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5 • 63

upvoted a paper 4 months ago

ShortCircuit: AlphaZero-Driven Circuit Design

Paper • 2408.09858 • Published Aug 19 • 16

upvoted 2 papers 5 months ago

Sketch2Scene: Automatic Generation of Interactive 3D Game Scenes from User's Casual Sketches

Paper • 2408.04567 • Published Aug 8 • 24

HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants

Paper • 2405.09186 • Published May 15 • 22

upvoted 3 collections 5 months ago

upvoted a paper 5 months ago

Human-like Episodic Memory for Infinite Context LLMs

Paper • 2407.09450 • Published Jul 12 • 59

upvoted 6 papers 6 months ago

Towards Robust Speech Representation Learning for Thousands of Languages

Paper • 2407.00837 • Published Jun 30 • 10

Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER

Paper • 2407.01272 • Published Jul 1 • 8

DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging

Paper • 2407.01470 • Published Jul 1 • 5

ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning

Paper • 2406.19741 • Published Jun 28 • 59

Accurate Prediction of Ligand-Protein Interaction Affinities with Fine-Tuned Small Language Models

Paper • 2407.00111 • Published Jun 27 • 5

Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language

Paper • 2406.20085 • Published Jun 28 • 11

upvoted a paper 11 months ago

DeAL: Decoding-time Alignment for Large Language Models

Paper • 2402.06147 • Published Feb 5 • 7

upvoted a paper 12 months ago

Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning

Paper • 2312.14878 • Published Dec 22, 2023 • 13