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Haitham Bou Ammar

hba123

AI & ML interests

LLMs, VLMs, Robotics, Reinforcement Learning, Bayesian Optimisation

Recent Activity

reacted to their post with 🚀 4 days ago

I have some New Year presents for you, #MachineLearning and #AI community! We just opened our code for new state-of-the-art results that beat EAGLE-2 and Medusa #LLM inference. We also shared the model check pt on @huggingface! @MatthieuZ Check the blog out: https://huggingface.co/blog/hba123/sotaspeculativedecoding

upvoted an article 5 days ago

Accelerating Language Model Inference with Mixture of Attentions

posted an update 5 days ago

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Articles

Accelerating Language Model Inference with Mixture of Attentions

5 days ago

• 24

Deriving DPO's Loss

20 days ago

• 26

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hba123's activity

upvoted an article 5 days ago

Article

Accelerating Language Model Inference with Mixture of Attentions

•

5 days ago

• 24

upvoted an article 20 days ago

Article

Deriving DPO's Loss

•

20 days ago

• 26

upvoted a paper 2 months ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 65

upvoted 2 papers 5 months ago

ShortCircuit: AlphaZero-Driven Circuit Design

Paper • 2408.09858 • Published Aug 19, 2024 • 16

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

Paper • 2408.04567 • Published Aug 8, 2024 • 25

upvoted a paper 6 months ago

HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants

Paper • 2405.09186 • Published May 15, 2024 • 22

upvoted 3 collections 6 months ago

upvoted 7 papers 6 months ago

Human-like Episodic Memory for Infinite Context LLMs

Paper • 2407.09450 • Published Jul 12, 2024 • 60

Towards Robust Speech Representation Learning for Thousands of Languages

Paper • 2407.00837 • Published Jun 30, 2024 • 10

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

Paper • 2407.01272 • Published Jul 1, 2024 • 8

DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging

Paper • 2407.01470 • Published Jul 1, 2024 • 5

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

Paper • 2406.19741 • Published Jun 28, 2024 • 59

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

Paper • 2407.00111 • Published Jun 27, 2024 • 5

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

Paper • 2406.20085 • Published Jun 28, 2024 • 11

upvoted a paper 11 months ago

DeAL: Decoding-time Alignment for Large Language Models

Paper • 2402.06147 • Published Feb 5, 2024 • 7

upvoted a paper about 1 year ago

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

Paper • 2312.14878 • Published Dec 22, 2023 • 13